{"database": "metadata", "table": "run_metadata", "is_view": false, "human_description_en": "where experiment.library_selection = \"other\", technology = \"bulk\" and tissue_curation_coarse = \"All anatomical structures\"", "rows": [[25182, "SRR25670729", "SRX21396042", "SRS18636200", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA germ ring PAL seq v4", "GSM7716871", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA germ ring PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716871", "GSM7716871: Fish embryo mRNA germ ring PAL seq v4; Danio rerio; OTHER", "GSM7716871 r1", "GSM7716871", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_germ_ring_PAL_seq_v4_rep1_raw_read2.fastq.gz Fish_embryo_mRNA_germ_ring_PAL_seq_v4_rep1_raw_read1.fastq.gz", "fastq fastq", 2834842912.0, 9234016.0, "GSM7716871 r1", "0:52 1:255", "A:725811118;C:702410592;G:747583409;T:651018348;N:8019445", 52, 255, null, null, 725811118, 702410592, 747583409, 651018348, 8019445, "SRX21396042", "SRS18636200", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00023, 0.30494, 8e-05, 0.01793, 0.99967, 0.99971, 0.5, 1.0, 52, 255, "T", "B", "mate1 technical by mapping diff", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25183, "SRR25670730", "SRX21396042", "SRS18636200", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA germ ring PAL seq v4", "GSM7716871", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA germ ring PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716871", "GSM7716871: Fish embryo mRNA germ ring PAL seq v4; Danio rerio; OTHER", "GSM7716871 r1", "GSM7716871", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_germ_ring_PAL_seq_v4_rep2_raw_read1.fastq.gz Fish_embryo_mRNA_germ_ring_PAL_seq_v4_rep2_raw_read2.fastq.gz", "fastq fastq", 3473033898.0, 11312814.0, "GSM7716871 r2", "0:52 1:255", "A:853178471;C:899976159;G:962100712;T:750811461;N:6967095", 52, 255, null, null, 853178471, 899976159, 962100712, 750811461, 6967095, "SRX21396042", "SRS18636200", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00049, 0.0, 0.00012, 0.0, 0.99941, 1.0, 0.64864, null, 52, 255, "T", "T", "mates < 9% mapping rate", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25184, "SRR25670731", "SRX21396041", "SRS18636199", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA zfs:0000015 PAL seq v4", "GSM7716870", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA zfs:0000015 PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716870", "GSM7716870: Fish embryo mRNA zfs:0000015 PAL seq v4; Danio rerio; OTHER", "GSM7716870 r1", "GSM7716870", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_30percent_epiboly_PAL_seq_v4_rep1_raw_read1.fastq.gz Fish_embryo_mRNA_30percent_epiboly_PAL_seq_v4_rep1_raw_read2.fastq.gz", "fastq fastq", 2695203962.0, 8779166.0, "GSM7716870 r1", "0:52 1:255", "A:684535386;C:669852151;G:719008886;T:614209811;N:7597728", 52, 255, null, null, 684535386, 669852151, 719008886, 614209811, 7597728, "SRX21396041", "SRS18636199", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00117, 0.35837, 0.00017, 0.00682, 0.99859, 0.99963, 0.69473, 1.0, 52, 255, "T", "B", "mate1 technical by mapping diff", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25185, "SRR25670732", "SRX21396041", "SRS18636199", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA zfs:0000015 PAL seq v4", "GSM7716870", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA zfs:0000015 PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716870", "GSM7716870: Fish embryo mRNA zfs:0000015 PAL seq v4; Danio rerio; OTHER", "GSM7716870 r1", "GSM7716870", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_30percent_epiboly_PAL_seq_v4_rep2_raw_read2.fastq.gz Fish_embryo_mRNA_30percent_epiboly_PAL_seq_v4_rep2_raw_read1.fastq.gz", "fastq fastq", 3476338446.0, 11323578.0, "GSM7716870 r2", "0:52 1:255", "A:841832234;C:898325199;G:968774318;T:760398070;N:7008625", 52, 255, null, null, 841832234, 898325199, 968774318, 760398070, 7008625, "SRX21396041", "SRS18636199", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00245, 0.0, 0.00047, 0.0, 0.99803, 1.0, 0.58536, null, 52, 255, "T", "T", "mates < 9% mapping rate", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25186, "SRR25670733", "SRX21396040", "SRS18636198", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA sphere PAL seq v4", "GSM7716869", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA sphere PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716869", "GSM7716869: Fish embryo mRNA sphere PAL seq v4; Danio rerio; OTHER", "GSM7716869 r1", "GSM7716869", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_sphere_PAL_seq_v4_rep1_raw_read1.fastq.gz Fish_embryo_mRNA_sphere_PAL_seq_v4_rep1_raw_read2.fastq.gz", "fastq fastq", 3211687254.0, 10461522.0, "GSM7716869 r1", "0:52 1:255", "A:813560400;C:775326762;G:854563477;T:759161458;N:9075157", 52, 255, null, null, 813560400, 775326762, 854563477, 759161458, 9075157, "SRX21396040", "SRS18636198", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00088, 0.43191, 0.0004, 0.01556, 0.99916, 0.99961, 0.55769, 1.0, 52, 255, "T", "B", "mate1 technical by mapping diff", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25187, "SRR25670734", "SRX21396040", "SRS18636198", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA sphere PAL seq v4", "GSM7716869", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA sphere PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716869", "GSM7716869: Fish embryo mRNA sphere PAL seq v4; Danio rerio; OTHER", "GSM7716869 r1", "GSM7716869", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_sphere_PAL_seq_v4_rep2_raw_read1.fastq.gz Fish_embryo_mRNA_sphere_PAL_seq_v4_rep2_raw_read2.fastq.gz", "fastq fastq", 3179916131.0, 10358033.0, "GSM7716869 r2", "0:52 1:255", "A:771755667;C:804256300;G:883166175;T:714242073;N:6495916", 52, 255, null, null, 771755667, 804256300, 883166175, 714242073, 6495916, "SRX21396040", "SRS18636198", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00186, 0.0, 0.00088, 0.0, 0.99862, 1.0, 0.64705, null, 52, 255, "T", "T", "mates < 9% mapping rate", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25188, "SRR25670735", "SRX21396039", "SRS18636197", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 1024cell PAL seq v4", "GSM7716868", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 1024cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716868", "GSM7716868: Fish embryo mRNA 1024cell PAL seq v4; Danio rerio; OTHER", "GSM7716868 r1", "GSM7716868", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_1024cell_PAL_seq_v4_rep1_raw_read1.fastq.gz Fish_embryo_mRNA_1024cell_PAL_seq_v4_rep1_raw_read2.fastq.gz", "fastq fastq", 2191900794.0, 7139742.0, "GSM7716868 r1", "0:52 1:255", "A:571954354;C:551162617;G:572445400;T:490238669;N:6099754", 52, 255, null, null, 571954354, 551162617, 572445400, 490238669, 6099754, "SRX21396039", "SRS18636197", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.0011, 0.43387, 6e-05, 0.01058, 0.99864, 0.99971, 0.74576, 1.0, 52, 255, "T", "B", "mate1 technical by mapping diff", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Zygote", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25189, "SRR25670736", "SRX21396039", "SRS18636197", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 1024cell PAL seq v4", "GSM7716868", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 1024cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716868", "GSM7716868: Fish embryo mRNA 1024cell PAL seq v4; Danio rerio; OTHER", "GSM7716868 r1", "GSM7716868", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_1024cell_PAL_seq_v4_rep2_raw_read1.fastq.gz Fish_embryo_mRNA_1024cell_PAL_seq_v4_rep2_raw_read2.fastq.gz", "fastq fastq", 3840723193.0, 12510499.0, "GSM7716868 r2", "0:52 1:255", "A:985340216;C:991311706;G:1034487140;T:821820974;N:7763157", 52, 255, null, null, 985340216, 991311706, 1034487140, 821820974, 7763157, "SRX21396039", "SRS18636197", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.0021, 0.0, 0.00026, 0.0, 0.99859, 1.0, 0.71022, null, 52, 255, "T", "T", "mates < 9% mapping rate", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Zygote", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25190, "SRR25670737", "SRX21396038", "SRS18636196", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 128cell PAL seq v4", "GSM7716867", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 128cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716867", "GSM7716867: Fish embryo mRNA 128cell PAL seq v4; Danio rerio; OTHER", "GSM7716867 r1", "GSM7716867", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_128cell_PAL_seq_v4_rep1_raw_read1.fastq.gz Fish_embryo_mRNA_128cell_PAL_seq_v4_rep1_raw_read2.fastq.gz", "fastq fastq", 2104868443.0, 6856249.0, "GSM7716867 r1", "0:52 1:255", "A:539122676;C:505234642;G:558793048;T:495876292;N:5841785", 52, 255, null, null, 539122676, 505234642, 558793048, 495876292, 5841785, "SRX21396038", "SRS18636196", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00035, 0.29379, 7e-05, 0.01129, 0.99949, 0.99971, 0.55882, 0.79591, 52, 255, "T", "B", "mate1 technical by mapping diff", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25191, "SRR25670738", "SRX21396038", "SRS18636196", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 128cell PAL seq v4", "GSM7716867", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 128cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716867", "GSM7716867: Fish embryo mRNA 128cell PAL seq v4; Danio rerio; OTHER", "GSM7716867 r1", "GSM7716867", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_128cell_PAL_seq_v4_rep2_raw_read1.fastq.gz Fish_embryo_mRNA_128cell_PAL_seq_v4_rep2_raw_read2.fastq.gz", "fastq fastq", 3135806371.0, 10214353.0, "GSM7716867 r2", "0:52 1:255", "A:776612486;C:774126305;G:853951502;T:724788612;N:6327466", 52, 255, null, null, 776612486, 774126305, 853951502, 724788612, 6327466, "SRX21396038", "SRS18636196", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00066, 0.0, 0.00011, 0.0, 0.99939, 1.0, 0.55737, null, 52, 255, "T", "T", "mates < 9% mapping rate", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25192, "SRR25670739", "SRX21396037", "SRS18636195", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 8cell PAL seq v4", "GSM7716866", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 8cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716866", "GSM7716866: Fish embryo mRNA 8cell PAL seq v4; Danio rerio; OTHER", "GSM7716866 r1", "GSM7716866", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_8cell_PAL_seq_v4_rep1_raw_read1.fastq.gz Fish_embryo_mRNA_8cell_PAL_seq_v4_rep1_raw_read2.fastq.gz", "fastq fastq", 2618998887.0, 8530941.0, "GSM7716866 r1", "0:52 1:255", "A:673066508;C:641446717;G:706546263;T:590452494;N:7486905", 52, 255, null, null, 673066508, 641446717, 706546263, 590452494, 7486905, "SRX21396037", "SRS18636195", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.0009, 0.43244, 0.00014, 0.0054, 0.99902, 0.99967, 0.54901, 1.0, 52, 255, "T", "B", "mate1 technical by mapping diff", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25193, "SRR25670740", "SRX21396037", "SRS18636195", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 8cell PAL seq v4", "GSM7716866", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 8cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716866", "GSM7716866: Fish embryo mRNA 8cell PAL seq v4; Danio rerio; OTHER", "GSM7716866 r1", "GSM7716866", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_8cell_PAL_seq_v4_rep2_raw_read1.fastq.gz Fish_embryo_mRNA_8cell_PAL_seq_v4_rep2_raw_read2.fastq.gz", "fastq fastq", 3028839589.0, 9865927.0, "GSM7716866 r2", "0:52 1:255", "A:756368817;C:758868409;G:836949742;T:670545278;N:6107343", 52, 255, null, null, 756368817, 758868409, 836949742, 670545278, 6107343, "SRX21396037", "SRS18636195", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00156, 0.0, 0.00026, 0.0, 0.99835, 1.0, 0.44791, null, 52, 255, "T", "T", "mates < 9% mapping rate", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Multi-stage", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25194, "SRR25670741", "SRX21396036", "SRS18636194", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 1cell PAL seq v4", "GSM7716865", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 1cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716865", "GSM7716865: Fish embryo mRNA 1cell PAL seq v4; Danio rerio; OTHER", "GSM7716865 r1", "GSM7716865", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_1cell_PAL_seq_v4_rep1_raw_read1.fastq.gz Fish_embryo_mRNA_1cell_PAL_seq_v4_rep1_raw_read2.fastq.gz", "fastq fastq", 2050143851.0, 6677993.0, "GSM7716865 r1", "0:52 1:255", "A:536391564;C:527126186;G:557802929;T:422990166;N:5833006", 52, 255, null, null, 536391564, 527126186, 557802929, 422990166, 5833006, "SRX21396036", "SRS18636194", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00016, 0.46479, 4e-05, 0.01408, 0.99979, 0.99969, 0.54545, 1.0, 52, 255, "T", "B", "mate1 technical by mapping diff", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Zygote", "Embryo", "Embryo Imprecise", "All anatomical structures"], [25195, "SRR25670742", "SRX21396036", "SRS18636194", "SRP455680", "PRJNA1006406", "Control of polyA tail length and translation in vertebrate oocytes and early embryos", "GSE241107", "Other", "During oocyte maturation and early embryonic development  polyA tail lengths strongly influence mRNA translation. However  how tail lengths are controlled at different developmental stages has been unclear. Here  we performed tail length and translational profiling of mRNA reporter libraries each with > 10 million three prime UTR sequence variants in frog oocytes and embryos  and fish embryos. These analyses revealed that the UUUUA motif specifies cytoplasmic polyadenylation and identified diverse context features that modulate the activity of this 5 mer. Additional sequence motifs drive stage specific deadenylation in embryos  and UUUUA and C rich motifs drive tail length independent translational repression in oocytes. A neural network model accurately predicts tail length change during oocyte maturation in frogs  mice  and humans. Analyses of human sequence variants showed that those predicted to disrupt tail length control have been under negative selection  implying that our insights into control of polyA tail length and translation have implications for human health and fertility. Overall design: Sythetic mRNA reporter libraries with random three prime UTR sequences under four different sequence contexts were injected into frog oocytes and embryos and fish embryos. PolyA tail lengths were measured to at different developmental stages to examine sequence motifs that caused tail length changes. At the same time  polyA tail lengths of endogenous mRNAs from frog oocytes and embryos  fish embryos  and mouse oocytes were measured to investiage how their tail lengths were controlled. Please note that sample titles have been updated on Jan 6  2024.", null, null, null, "Fish embryo mRNA 1cell PAL seq v4", "GSM7716865", null, "source name:embryo|tissue:embryo|treatment:N1|geo loc name:missing|collection date:missing", "Fish embryo mRNA 1cell PAL seq v4", "For gene specific tail seq of mRNA reporters  data were processed with a custom script available at https://github.com/coffeebond/MPRA tail seq. For PAL seq v3 or v4  reads were trimmed with cutadapt v3.7 with the parameters \u201c m 15   quality base=64  q 20 20   match read wildcards  e 0.05  a NNNNATCTCGTATGCCGTCTTCTGCTTG  O 7\u201d. The trimmed reads were mapped using STAR v2.7.1a to the reference database containing the genomic sequences of the organism from which the mRNAs were obtained  the genomic sequences of humans or fish  depending on which spike in RNAs were used  and the sequences of the polyA standards generated previously  with the parameters \u201c  runThreadN 16   runMode alignReads   outFilterMultimapNmax 1   outReadsUnmapped Fastx   outFilterType BySJout   outSAMattributes All   outSAMtype BAM Unsorted SortedByCoordinate\u201d. Uniquely mapped read were furhter processed with a custom script available at https://github.com/coffeebond/PAL seq. Assembly: Homo sapiens: GRCh38.p7 primary assembly. Mus muculus: GRCh38.p4  primary assembly. Xenopus laevis: v10.1 assembly. Danio rerio: GRCz11 assembly. Supplementary files format and content: For gene specific tail seq of mRNA reporters  tab delimited text files with columns indicating 1 sequence of the variable region; 2 median tail length; 3 number of reads; 4\u20137 tail lengths at quantile 10  25  75  and 90. Supplementary files format and content: For PAL seq v3 or v4  tab delimited files with columns indicating 1 gene ID or polyA site ID; 2 read cluster ID; 3 tail length Library strategy: PAL seq v4", "embryo", null, "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer\u2019s suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "tissue:embryo|treatment:N1", "GSM7716865", "GSM7716865: Fish embryo mRNA 1cell PAL seq v4; Danio rerio; OTHER", "GSM7716865 r1", "GSM7716865", "1", "Frog oocytes and embryos were lysed in ice cold buffer RL 20 mM HEPES pH 7.5  100 mM KCl  5 mM MgCl2  1% [v/v] Triton X 100  100 \u00b5g/ml cycloheximide  cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer]  and 200 units/ml SUPERase\u2022In in a volume of 10 \u00b5l per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4\u00b0C for 10 min. The supernatant was transfered to a new tube and mixed with the Tri reagent for RNA isolation. Fish embryos were de chorionated by incubation with 2 mg/ml pronase in E3 medium for 4 min. post removing all E3 medium  Tri Reagent was added to the embryos for RNA isolation. Mouse GV oocytes were collected in 37\u00b0C MEM in the presence of milrinone to prevent maturation. Cumulus cells were removed from cumulus oocyte complexes by repeated aspiration through a glass pipette. GV oocytes were then collected in TRI reagent for RNA isolation. Mouse MII oocytes were harvested from the oviducts of hCG induced mice 16 hr  denuded with 3 mg/ml hyaluronidase for 2 min  washed  and then collected in Tri reagent for RNA isolation. For gene specific tail seq of reporter libraries  total RNA with reporter mRNA libraries was ligated to a pre adenylated 3\u02b9 adapter directly in most cases  but for the N60 library injected into fish embryos and frog oocytes  the N37 PAS N17 library injected into fish embryos and frog oocytes  and the CPEmos N60 and N60LC PASmos libraries injected into frog oocytes  reporter library mRNAs were enriched by anti sense oligo capture with biotinylated oligos. RNA isolated from the oocyte or embryo lysate was mixed with 8 pmol KXSH009  8 pmol KXSH010  and 2x SSC 0.3 M NaCl  30 mM sodium citrate pH 7.0 in a total of 50 \u00b5l. The RNA and oligos were annealed by incubation at 70\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 40 \u00b5l MyOne Streptavidin C1 beads Thermo Fisher  65002 and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack and removed. The beads were washed twice with 300 \u00b5l 1xB&W buffer 5 mM Tris HCl pH 7.5  0.5 mM EDTA  1 M NaCl and once with 300 \u00b5l 2x SSC. The RNA was eluted from the beads first with 100 \u00b5l 10 mM HEPES pH 7.5 at 65\u00b0C for 3 min and then second with 100 \u00b5l water at 65\u00b0C for 3 min. The eluates were combined  precipitated with ethanol  and resuspended in 6.5 \u00b5l water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3\u02b9 adapter in a 10 \u00b5l reaction containing 5 \u00b5M 3\u02b9 adapter KXS330  50 mM HEPES pH 7.5  10 mM MgCl2  10 mM dithiothreitol  1 unit/\u00b5l T4 RNA ligase 1 New England Biolabs  M0204S. The ligation reaction was incubated at 23\u00b0C for 150 min. post ligation  RNA was extracted with phenol/chloroform  precipitated with ethanol  and resuspended in 11.4 \u00b5l water. The ligated RNA was mixed with 0.6 \u00b5l 100 \u00b5M reverse transcription primer KXS037 in a total volume of 12 \u00b5l  incubated at 65\u00b0C for 5 min  and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 \u00b5l reaction containing 1x First Strand Buffer  500 \u00b5M dNTPs  5 mM dithiothreitol  1 unit/\u00b5l SUPERase\u2022In  and 200 units SuperScript III Thermo Fisher  18080044 at 50\u00b0C for 1 hr. post reverse transcription  RNA was hydrolyzed with 3.3 \u00b5l 1 M NaOH at 90\u00b0C for 10 min  followed by neutralization with 36.7 \u00b5l 1 M HEPES pH 7.5 and the cDNA was collected by desalting with a Micro Bio Spin P 30 column. The cDNA library was amplified in a 50 \u00b5l PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10\u201315 cycles. The PCR amplified library was cleaned up twice with AMPure XP beads Beckman Coulter  A63881 with a beads to sample ratio of 1.2. For sequencing of endogenous mRNA polyA tail length  libraries were prepared with PAL seq v3 for frog oocytes or PAL seq v4 for frog embryos  fish embryos  and mouse oocytes as described previously PMID: 34213414. When preparing the sequencing libraries of mRNAs from fish embryos  a different 3\u02b9 adapter KXS013 was used for 3\u02b9 end ligation  and polyA selected mRNA from HeLa cells was used as spike in  replacing polyA selected mRNA from zebrafish ZF4 cell line. The first round of sequencing results suggested that a large fraction of the fish mRNA libraries was 5.8S rRNA. The cDNA of 5.8S rRNA was depleted from the cDNA libraries with an antisense oligo. The seven cDNA libraries made from mRNAs of zebrafish embryos at different stages were mixed at roughly equal molar ratios in a total of 5 fmol. Fifty pmol KXSH015 and 2x SSC were added in a total of 100 \u00b5l. The cDNAs and the oligo were annealed by incubation at 65\u00b0C for 5 min and then slowly cooling to 23\u00b0C at 0.1\u00b0C/sec. The annealed mixture was combined with 100 \u00b5l MyOne Streptavidin C1 beads and incubated for 20 min at 23\u00b0C on a thermal mixer  shaking with 15 sec on and 1 min 45 sec off. The supernatant was separated from the beads with a magnetic rack. The beads were washed once with 200 \u00b5l 1xB&W buffer. The supernatant and the wash were combined  precipitated with ethanol  and resuspended in 30 \u00b5l water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP455680", null, null, "Fish_embryo_mRNA_1cell_PAL_seq_v4_rep2_raw_read1.fastq.gz Fish_embryo_mRNA_1cell_PAL_seq_v4_rep2_raw_read2.fastq.gz", "fastq fastq", 3406093776.0, 11094768.0, "GSM7716865 r2", "0:52 1:255", "A:868054279;C:890446070;G:945289336;T:695324057;N:6980034", 52, 255, null, null, 868054279, 890446070, 945289336, 695324057, 6980034, "SRX21396036", "SRS18636194", "SRA1694849", "Whitehead Institute", "Whitehead Institute", 2, 0.00049, 0.0, 0.00014, 0.0, 0.99939, 1.0, 0.58974, null, 52, 255, "T", "T", "mates < 9% mapping rate", "illumina", "hiseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2023-08-17", "Zygote", "Embryo", "Embryo Imprecise", "All anatomical structures"], [32033, "SRR28976522", "SRX24505963", "SRS21254128", "SRP506702", "PRJNA1109723", "rbm24a is an organizer component of germ plasm to determine germ cell fate", "GSE267086", "Other", "The  formation of germ cells is a critical issue for the continuation of species. A large group of animals follow a preformation strategy to generate their primordial germ cells PGCs. They produce a set of localized maternal mRNAs and proteins to form phase separated germ plasm that functions as the PGC determinants  but the mechanisms underlying the assembly of germ plasm is poorly understood. This study identifies Rbm24a as an enssential localized germ plasm protein component that controls the formation of large and functional germ plasm granules. Rbm24a is complexed with Buc and interacts with germ plasm mRNAs  which determines the specific grasp of germ plasm mRNAs into the phase separated aggregates. Rbm24a absent granules fail to undergo kinesin dependent transport towards the cleavage furrows  where small particles fuse into large ones. The loss of maternal rbm24a causes the complete degradation of germ plasm components and the disappearance of PGCs  resulting in totally sterile animals. Our work establishes that Rbm24 is a critical nucleating organizer component of germ plasm  highlighting an emerging common mechanism to read and recruit RNA component into phase separated condensates. Overall design: To elucidate the comprehensive RNA binding landscape of Rbm24a in zebrafish  we employed RIP seq analysis on both rbm24a GFP knock in and wild type zebrafish.", null, null, null, "Zebrafish  RIP seq  Rbm24a Knock in IP", "GSM8259538", null, "source name:whole embryo|tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:Rbm24a Knock in|antibody:GFP|geo loc name:missing|collection date:missing", "Zebrafish  RIP seq  Rbm24a Knock in IP", "Each library was amplified by a 15 cycle PCR  and 150 bp paired end sequencing was subjected to Illumina Nova seq 6000 to obtain the raw data. Assembly: GRCz11 Supplementary files format and content: tab delimited text file includes raw counts for each Sample Supplementary files format and content: Bigwig file for each Sample", "whole embryo", null, "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer\u2019s instructions.", "Zebrafish embryos were maintained in 1/3x Ringer's at 28.5C", "tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:Rbm24a Knock in|antibody:GFP", "GSM8259538", "GSM8259538: Zebrafish  RIP seq  Rbm24a Knock in IP; Danio rerio; RIP Seq", "GSM8259538 r1", "GSM8259538", "1", "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer's instructions.", null, "RIP-Seq", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP506702", null, null, "RIP_KI_IP_R2.fq.gz RIP_KI_IP_R1.fq.gz", "fastq fastq", 6457893104.0, 21383752.0, "GSM8259538 r1", "0:151 1:151", "A:975588225;C:2019180290;G:2469634919;T:992947702;N:541968", 151, 151, null, null, 975588225, 2019180290, 2469634919, 992947702, 541968, "SRX24505963", "SRS21254128", "SRA1863578", "Ang Li, College of Life Sciences, shandong university", "Ang Li, College of Life Sciences, shandong university", 2, 0.90304, 0.86018, 0.20083, 0.20471, 0.96382, 0.96743, 0.96102, 0.98876, 151, 151, "B", "B", "biological fallback assumption", "illumina", "novaseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "China", "2024-05-09", "Cleavage", "Embryo", "Whole Organism", "All anatomical structures"], [32034, "SRR28976523", "SRX24505962", "SRS21254127", "SRP506702", "PRJNA1109723", "rbm24a is an organizer component of germ plasm to determine germ cell fate", "GSE267086", "Other", "The  formation of germ cells is a critical issue for the continuation of species. A large group of animals follow a preformation strategy to generate their primordial germ cells PGCs. They produce a set of localized maternal mRNAs and proteins to form phase separated germ plasm that functions as the PGC determinants  but the mechanisms underlying the assembly of germ plasm is poorly understood. This study identifies Rbm24a as an enssential localized germ plasm protein component that controls the formation of large and functional germ plasm granules. Rbm24a is complexed with Buc and interacts with germ plasm mRNAs  which determines the specific grasp of germ plasm mRNAs into the phase separated aggregates. Rbm24a absent granules fail to undergo kinesin dependent transport towards the cleavage furrows  where small particles fuse into large ones. The loss of maternal rbm24a causes the complete degradation of germ plasm components and the disappearance of PGCs  resulting in totally sterile animals. Our work establishes that Rbm24 is a critical nucleating organizer component of germ plasm  highlighting an emerging common mechanism to read and recruit RNA component into phase separated condensates. Overall design: To elucidate the comprehensive RNA binding landscape of Rbm24a in zebrafish  we employed RIP seq analysis on both rbm24a GFP knock in and wild type zebrafish.", null, null, null, "Zebrafish  RIP seq  wild type IP", "GSM8259537", null, "source name:whole embryo|tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:wild type|antibody:GFP|geo loc name:missing|collection date:missing", "Zebrafish  RIP seq  wild type IP", "Each library was amplified by a 15 cycle PCR  and 150 bp paired end sequencing was subjected to Illumina Nova seq 6000 to obtain the raw data. Assembly: GRCz11 Supplementary files format and content: tab delimited text file includes raw counts for each Sample Supplementary files format and content: Bigwig file for each Sample", "whole embryo", null, "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer\u2019s instructions.", "Zebrafish embryos were maintained in 1/3x Ringer's at 28.5C", "tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:wild type|antibody:GFP", "GSM8259537", "GSM8259537: Zebrafish  RIP seq  wild type IP; Danio rerio; RIP Seq", "GSM8259537 r1", "GSM8259537", "1", "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer's instructions.", null, "RIP-Seq", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP506702", null, null, "RIP_WT_IP_R2.fq.gz RIP_WT_IP_R1.fq.gz", "fastq fastq", 4501412680.0, 14905340.0, "GSM8259537 r1", "0:151 1:151", "A:651609366;C:1285679784;G:1901211768;T:662533141;N:378621", 151, 151, null, null, 651609366, 1285679784, 1901211768, 662533141, 378621, "SRX24505962", "SRS21254127", "SRA1863578", "Ang Li, College of Life Sciences, shandong university", "Ang Li, College of Life Sciences, shandong university", 2, 0.96426, 0.81361, 0.26579, 0.2253, 0.97784, 0.97806, 0.8699, 0.93379, 151, 151, "B", "B", "biological fallback assumption", "illumina", "novaseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "China", "2024-05-09", "Cleavage", "Embryo", "Whole Organism", "All anatomical structures"], [32035, "SRR28976524", "SRX24505961", "SRS21254126", "SRP506702", "PRJNA1109723", "rbm24a is an organizer component of germ plasm to determine germ cell fate", "GSE267086", "Other", "The  formation of germ cells is a critical issue for the continuation of species. A large group of animals follow a preformation strategy to generate their primordial germ cells PGCs. They produce a set of localized maternal mRNAs and proteins to form phase separated germ plasm that functions as the PGC determinants  but the mechanisms underlying the assembly of germ plasm is poorly understood. This study identifies Rbm24a as an enssential localized germ plasm protein component that controls the formation of large and functional germ plasm granules. Rbm24a is complexed with Buc and interacts with germ plasm mRNAs  which determines the specific grasp of germ plasm mRNAs into the phase separated aggregates. Rbm24a absent granules fail to undergo kinesin dependent transport towards the cleavage furrows  where small particles fuse into large ones. The loss of maternal rbm24a causes the complete degradation of germ plasm components and the disappearance of PGCs  resulting in totally sterile animals. Our work establishes that Rbm24 is a critical nucleating organizer component of germ plasm  highlighting an emerging common mechanism to read and recruit RNA component into phase separated condensates. Overall design: To elucidate the comprehensive RNA binding landscape of Rbm24a in zebrafish  we employed RIP seq analysis on both rbm24a GFP knock in and wild type zebrafish.", null, null, null, "Zebrafish  RIP seq  Rbm24a Knock in input", "GSM8259536", null, "source name:whole embryo|tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:Rbm24a Knock in|antibody:input|geo loc name:missing|collection date:missing", "Zebrafish  RIP seq  Rbm24a Knock in input", "Each library was amplified by a 15 cycle PCR  and 150 bp paired end sequencing was subjected to Illumina Nova seq 6000 to obtain the raw data. Assembly: GRCz11 Supplementary files format and content: tab delimited text file includes raw counts for each Sample Supplementary files format and content: Bigwig file for each Sample", "whole embryo", null, "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer\u2019s instructions.", "Zebrafish embryos were maintained in 1/3x Ringer's at 28.5C", "tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:Rbm24a Knock in|antibody:input", "GSM8259536", "GSM8259536: Zebrafish  RIP seq  Rbm24a Knock in input; Danio rerio; RIP Seq", "GSM8259536 r1", "GSM8259536", "1", "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer's instructions.", null, "RIP-Seq", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP506702", null, null, "RIP_KI_Input_R2.fq.gz RIP_KI_Input_R1.fq.gz", "fastq fastq", 9539398726.0, 31587413.0, "GSM8259536 r1", "0:151 1:151", "A:2233069830;C:2078359171;G:3009942870;T:2217201959;N:824896", 151, 151, null, null, 2233069830, 2078359171, 3009942870, 2217201959, 824896, "SRX24505961", "SRS21254126", "SRA1863578", "Ang Li, College of Life Sciences, shandong university", "Ang Li, College of Life Sciences, shandong university", 2, 0.90112, 0.81448, 0.02415, 0.01993, 0.79287, 0.79807, 0.47884, 0.48186, 151, 151, "B", "B", "biological fallback assumption", "illumina", "novaseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "China", "2024-05-09", "Cleavage", "Embryo", "Whole Organism", "All anatomical structures"], [32036, "SRR28976525", "SRX24505960", "SRS21254125", "SRP506702", "PRJNA1109723", "rbm24a is an organizer component of germ plasm to determine germ cell fate", "GSE267086", "Other", "The  formation of germ cells is a critical issue for the continuation of species. A large group of animals follow a preformation strategy to generate their primordial germ cells PGCs. They produce a set of localized maternal mRNAs and proteins to form phase separated germ plasm that functions as the PGC determinants  but the mechanisms underlying the assembly of germ plasm is poorly understood. This study identifies Rbm24a as an enssential localized germ plasm protein component that controls the formation of large and functional germ plasm granules. Rbm24a is complexed with Buc and interacts with germ plasm mRNAs  which determines the specific grasp of germ plasm mRNAs into the phase separated aggregates. Rbm24a absent granules fail to undergo kinesin dependent transport towards the cleavage furrows  where small particles fuse into large ones. The loss of maternal rbm24a causes the complete degradation of germ plasm components and the disappearance of PGCs  resulting in totally sterile animals. Our work establishes that Rbm24 is a critical nucleating organizer component of germ plasm  highlighting an emerging common mechanism to read and recruit RNA component into phase separated condensates. Overall design: To elucidate the comprehensive RNA binding landscape of Rbm24a in zebrafish  we employed RIP seq analysis on both rbm24a GFP knock in and wild type zebrafish.", null, null, null, "Zebrafish  RIP seq  wild type input", "GSM8259535", null, "source name:whole embryo|tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:wild type|antibody:input|geo loc name:missing|collection date:missing", "Zebrafish  RIP seq  wild type input", "Each library was amplified by a 15 cycle PCR  and 150 bp paired end sequencing was subjected to Illumina Nova seq 6000 to obtain the raw data. Assembly: GRCz11 Supplementary files format and content: tab delimited text file includes raw counts for each Sample Supplementary files format and content: Bigwig file for each Sample", "whole embryo", null, "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer\u2019s instructions.", "Zebrafish embryos were maintained in 1/3x Ringer's at 28.5C", "tissue:whole embryo|developmental stage:4 cell stage|cell type:embryonic cell|genotype:wild type|antibody:input", "GSM8259535", "GSM8259535: Zebrafish  RIP seq  wild type input; Danio rerio; RIP Seq", "GSM8259535 r1", "GSM8259535", "1", "Total RNAs were extracted from WT and Mrbm24a embryos at 4 cell sphere 24 hpf stage  using TRIzol reagent Invitrogen  and were precipitated by cold isopropanol 50%  v/v in the presence of carrier glycogen 20 \u00b5g/each sample. 1 \u03bcg total RNA was used for following library preparation. The polyA mRNA isolation was performed  using OligodT beads. The mRNA and RIP IP RNA fragmentation was performed using divalent cations and high  temperature. Priming was performed using Random Primers. First strand cDNA and the second strand  cDNA were synthesized. The purified double stranded cDNA was then treated to repair both ends and  add a dA tailing in one reaction  followed by a T A ligation to add adaptors to both ends. Size selection of  Adaptor ligated DNA was then performed using DNA Clean Beads. Each sample was then amplified by  PCR using P5 and P7 primers and the PCR products were validated.  Then libraries with different indexs were multiplexed and loaded on an Illumina Nova seq 6000 instrument for sequencing using a 2x150 paired end PE configuration according to  manufacturer's instructions.", null, "RIP-Seq", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP506702", null, null, "RIP_WT_Input_R2.fq.gz RIP_WT_Input_R1.fq.gz", "fastq fastq", 14180410302.0, 46955001.0, "GSM8259535 r1", "0:151 1:151", "A:3380011534;C:2883841476;G:4593876270;T:3321465622;N:1215400", 151, 151, null, null, 3380011534, 2883841476, 4593876270, 3321465622, 1215400, "SRX24505960", "SRS21254125", "SRA1863578", "Ang Li, College of Life Sciences, shandong university", "Ang Li, College of Life Sciences, shandong university", 2, 0.86497, 0.64685, 0.04432, 0.02854, 0.79324, 0.8031, 0.52927, 0.53304, 151, 151, "B", "B", "mate2-mate1 similar by mapping diff", "illumina", "novaseq_era", "unknown", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "China", "2024-05-09", "Cleavage", "Embryo", "Whole Organism", "All anatomical structures"], [36373, "SRR499871", "SRX148961", "SRS334490", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 48h silver ions", "GSM935123", null, "source name:Dre 48h silver ions|strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:silver ions 0.25 \u00b5g/L of silver nitrate|barcode:GCGA", "Dre 48h silver ions", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 48h silver ions", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:silver ions 0.25 \u00b5g/L of silver nitrate|barcode:GCGA", "GSM935123", "GSM935123: Dre 48h silver ions; Danio rerio; OTHER", "GSM935123 1", "GSM935123: Dre 48h silver ions", "1", null, "GEO Accession:GSM935123", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_48h_ag.gz", "fastq", 85514364.0, 2375399.0, "GSM935123 r1", "0:36", "A:18075876;C:24481350;G:23393114;T:19494907;N:69117", 36, null, null, null, 18075876, 24481350, 23393114, 19494907, 69117, "SRX148961", "SRS334490", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.11101, null, 0.00946, null, 0.96224, null, 0.6991, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Hatching", "Embryo", "Whole Organism", "All anatomical structures"], [36374, "SRR499870", "SRX148960", "SRS334489", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 48h silver bulk", "GSM935122", null, "source name:Dre 48h silver bulk|strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:silver bulk 0.6 1.6\u00b5m; 5 \u00b5g/L|barcode:GCGC", "Dre 48h silver bulk", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 48h silver bulk", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:silver bulk 0.6 1.6\u00b5m; 5 \u00b5g/L|barcode:GCGC", "GSM935122", "GSM935122: Dre 48h silver bulk; Danio rerio; OTHER", "GSM935122 1", "GSM935122: Dre 48h silver bulk", "1", null, "GEO Accession:GSM935122", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_48h_bulk.gz", "fastq", 95750712.0, 2659742.0, "GSM935122 r1", "0:36", "A:17624901;C:29735122;G:26376026;T:21938121;N:76542", 36, null, null, null, 17624901, 29735122, 26376026, 21938121, 76542, "SRX148960", "SRS334489", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.18319, null, 0.01693, null, 0.94391, null, 0.57004, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Hatching", "Embryo", "Whole Organism", "All anatomical structures"], [36375, "SRR499869", "SRX148959", "SRS334488", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 48h silver NP", "GSM935121", null, "source name:Dre 48h silver NP|strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:silver nanoparticles 10nm; 5\u00b5g/L|barcode:GCTG", "Dre 48h silver NP", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 48h silver NP", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:silver nanoparticles 10nm; 5\u00b5g/L|barcode:GCTG", "GSM935121", "GSM935121: Dre 48h silver NP; Danio rerio; OTHER", "GSM935121 1", "GSM935121: Dre 48h silver NP", "1", null, "GEO Accession:GSM935121", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_48h_NP.gz", "fastq", 52931304.0, 1470314.0, "GSM935121 r1", "0:36", "A:10003539;C:15279729;G:14487570;T:13116768;N:43698", 36, null, null, null, 10003539, 15279729, 14487570, 13116768, 43698, "SRX148959", "SRS334488", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.14206, null, 0.01226, null, 0.95477, null, 0.58652, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Hatching", "Embryo", "Whole Organism", "All anatomical structures"], [36376, "SRR499868", "SRX148958", "SRS334487", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 48h control", "GSM935120", null, "source name:Dre 48h control|strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:control|barcode:GCTT", "Dre 48h control", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 48h control", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:48 hpf|treatment:control|barcode:GCTT", "GSM935120", "GSM935120: Dre 48h control; Danio rerio; OTHER", "GSM935120 1", "GSM935120: Dre 48h control", "1", null, "GEO Accession:GSM935120", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_48h_control.gz", "fastq", 75389652.0, 2094157.0, "GSM935120 r1", "0:36", "A:13252992;C:21927091;G:18790968;T:21232585;N:186016", 36, null, null, null, 13252992, 21927091, 18790968, 21232585, 186016, "SRX148958", "SRS334487", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.12359, null, 0.01182, null, 0.95929, null, 0.56028, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Hatching", "Embryo", "Whole Organism", "All anatomical structures"], [36377, "SRR499867", "SRX148957", "SRS334486", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 24h silver ions", "GSM935119", null, "source name:Dre 24h silver ions|strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:silver ions 0.25 \u00b5g/L of silver nitrate|barcode:GCTA", "Dre 24h silver ions", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 24h silver ions", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:silver ions 0.25 \u00b5g/L of silver nitrate|barcode:GCTA", "GSM935119", "GSM935119: Dre 24h silver ions; Danio rerio; OTHER", "GSM935119 1", "GSM935119: Dre 24h silver ions", "1", null, "GEO Accession:GSM935119", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_24h_ag.gz", "fastq", 57745404.0, 1604039.0, "GSM935119 r1", "0:36", "A:11280863;C:17795869;G:15444087;T:13175334;N:49251", 36, null, null, null, 11280863, 17795869, 15444087, 13175334, 49251, "SRX148957", "SRS334486", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.10143, null, 0.00773, null, 0.96435, null, 0.60432, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Pharyngula", "Embryo", "Whole Organism", "All anatomical structures"], [36378, "SRR499866", "SRX148956", "SRS334485", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 24h silver bulk", "GSM935118", null, "source name:Dre 24h silver bulk|strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:silver bulk 0.6 1.6\u00b5m; 5 \u00b5g/L|barcode:GCTC", "Dre 24h silver bulk", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 24h silver bulk", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:silver bulk 0.6 1.6\u00b5m; 5 \u00b5g/L|barcode:GCTC", "GSM935118", "GSM935118: Dre 24h silver bulk; Danio rerio; OTHER", "GSM935118 1", "GSM935118: Dre 24h silver bulk", "1", null, "GEO Accession:GSM935118", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_24h_bulk.gz", "fastq", 53296632.0, 1480462.0, "GSM935118 r1", "0:36", "A:8986044;C:17367907;G:13631579;T:13181001;N:130101", 36, null, null, null, 8986044, 17367907, 13631579, 13181001, 130101, "SRX148956", "SRS334485", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.078, null, 0.00708, null, 0.96877, null, 0.4609, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Pharyngula", "Embryo", "Whole Organism", "All anatomical structures"], [36379, "SRR499865", "SRX148955", "SRS334484", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 24h silver NP", "GSM935117", null, "source name:Dre 24h silver NP|strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:silver nanoparticles 10nm; 5\u00b5g/L|barcode:GCAG", "Dre 24h silver NP", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 24h silver NP", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:silver nanoparticles 10nm; 5\u00b5g/L|barcode:GCAG", "GSM935117", "GSM935117: Dre 24h silver NP; Danio rerio; OTHER", "GSM935117 1", "GSM935117: Dre 24h silver NP", "1", null, "GEO Accession:GSM935117", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_24h_NP.gz", "fastq", 103827096.0, 2884086.0, "GSM935117 r1", "0:36", "A:22437552;C:29017806;G:28385826;T:23907583;N:78329", 36, null, null, null, 22437552, 29017806, 28385826, 23907583, 78329, "SRX148955", "SRS334484", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.16321, null, 0.01606, null, 0.94631, null, 0.45783, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Pharyngula", "Embryo", "Whole Organism", "All anatomical structures"], [36380, "SRR499864", "SRX148954", "SRS334483", "SRP013309", "PRJNA167302", "Transcriptomic profiles of zebrafish embryos exposed to silver nanoparticles  bulk and ions using HT SuperSAGE in a Illumina GA2 platform", "GSE38125", "Other", "Silver nanoparticles cause toxicity in exposed organisms and are an environmental health concern. The mechanisms of silver nanoparticle toxicity  however  remain unclear. We examined the effects of exposure to silver in nano   bulk  and ionic forms on zebrafish embryos Danio rerio using a Next Generation Sequencing approach in an Illumina platform High Throughput SuperSAGE. Significant alterations in gene expression were found for all treatments and many of the gene pathways affected  most notably those associated with oxidative phosphorylation and protein synthesis  overlapped strongly between the three treatments indicating similar mechanisms of toxicity for the three forms of silver studied. Changes in oxidative phosphorylation indicated a down regulation of this pathway at 24h of exposure  but with a recovery at 48h. This finding was consistent with a dose dependent decrease in oxygen consumption at 24h  but not at 48h  following exposure to silver ions. Overall  our data provide support for the hypothesis that the toxicity caused by silver nanoparticles is principally associated with bioavailable silver ions in exposed zebrafish embryos. These findings are important in the evaluation of the risk that silver particles may pose to exposed vertebrate organisms. Overall design: mRNA profiles of whole zebrafish embryos at 24 hpf and 48 hpf exposed to silver in nano  bulk and ionic forms were generated by deep sequencing using HT SuperSAGE Illumina GA2.", null, "pubmed:23758687", null, "Dre 24h control", "GSM935116", null, "source name:Dre 24h control|strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:control|barcode:GCAT", "Dre 24h control", "FASTQ/A Barcode splitter from the FASTX Toolkit http://hannonlab.cshl.edu/fastx toolkit/download.html was used to separate the samples from each lane using the 4 base barcode. FASTQ to FASTA from the FASTX Toolkit was used to convert the fastq files to fasta files. FASTQ/A trimmer from the FASTX Toolkit was used to remove the barcodes the first 4 bases from the sequence. A Perl script was used to remove all bases post the last occurence of CATG NlaIII restriction site  used for sequence tag preparation in each of the sequences FASTX collapser was used to collapse the sequences and calculate the frequency of unique sequence tags unitags in each library Supplementary files format and content: tabulated text files include frequency of all unitags in the treatment library", "Dre 24h control", "Stock solutions for Ag NP  Ag Bulk and silver nitrate were made up in ultrapure water  and sonicated for 1 h to ensure dispersal of the particles. Exposures were conducted in glass chambers  at 28+/  1\u00b0C with a 12h light: dark photoperiod. Immediately prior to the start of the exposures  glass chambers received 400 mL of ISO water  prepared according to OECD guidelines for zebrafish embryo experiments http://www.oecd.org/  containing 5 \u00b5g/L of 10nm Ag NP  5  \u00b5g/L of Ag Bulk or 0.25  \u00b5g/L of silver nitrate. A control chamber was set up containing water alone.  Solutions were replaced every 12h during the exposure period  and dead embryos were removed at the times of replacement of the exposure water. At 24h and 48h  3 pools of 50 embryos were removed from each exposure tank  immediately frozen in liquid nitrogen and stored at  80\u00b0C for analysis of gene expression. The experiment was terminated at 48 hpf.", "High throughput HT SuperSAGE libraries were prepared as described in Matsumura et al 2010  PLoS ONE 58:e12010. Samples were multiplexed on each lane of the Illumina flow cell.", "Adult WIK zebrafish were kept in the aquarium facilites at the University of Exeter according to the protocols described in Paull et al.  2008 Aquat Toxicol. 872:115 26. Fish were allowed to breed naturally and eggs were collected in glass egg chambers  approximately 1 hpf. Eggs were then cleaned and unfertilised embryos were removed prior to the exposures.", "strain:wild type WIK strain|tissue:whole embryos|developmental stage:24 hpf|treatment:control|barcode:GCAT", "GSM935116", "GSM935116: Dre 24h control; Danio rerio; OTHER", "GSM935116 1", "GSM935116: Dre 24h control", "1", null, "GEO Accession:GSM935116", "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina Genome Analyzer II", "<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>36</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>", "SRP013309", null, null, "Dre_24h_control.gz", "fastq", 85032468.0, 2362013.0, "GSM935116 r1", "0:36", "A:16524315;C:24822030;G:21632275;T:21837611;N:216237", 36, null, null, null, 16524315, 24822030, 21632275, 21837611, 216237, "SRX148954", "SRS334483", "SRA053074", "GEO", "van Aerle Lab, Biosciences, College of Life and Environmental Sciences, University of Exeter", 1, 0.13983, null, 0.01175, null, 0.95966, null, 0.52467, null, 36, null, "B", null, "usable mapping rate", "illumina", "early_illumina", "unknown", "other", "unknown", "bulk", "bulk", "bulk", null, "United Kingdom", "2012-05-22", "Pharyngula", "Embryo", "Whole Organism", "All anatomical structures"], [68502, "SRR18074848", "SRX14226378", "SRS12047703", "SRP358067", "PRJNA803151", "mRNA aging shapes the Cap2 methylome in mammalian mRNA", "GSE196043", "Other", "The mRNA cap structure is a major site of dynamic mRNA methylation.  mRNA caps exist in either the Cap1 or Cap2 form  depending on the presence of 2' O methylation on the first  or both the first and second transcribed nucleotide  respectively.  However  the identity of Cap2 containing mRNAs and the function of Cap2 are unclear.  Here we describe CLAM Cap Seq  a method for transcriptome wide mapping and quantification of Cap2.  We find that unlike other epitranscriptomic modifications  Cap2 can occur on all mRNAs.  Cap2 is formed through a slow continuous conversion of mRNAs from Cap1 to Cap2 as mRNAs age in the cytosol.  As a result  Cap2 is enriched on long lived mRNAs.  We find that large increases in the abundance of Cap1 leads to activation of RIG I  especially in conditions where RIG I expression is increased.  The methylation of Cap1 to Cap2 markedly reduces the ability of RNAs to bind and activate RIG I.  We find that the slow Cap2 methylation rate allows Cap2 to accumulate on host mRNAs yet ensures that low Cap2 levels occur on newly expressed viral RNAs.  Overall  these results reveal an immunostimulatory role for Cap1  and that Cap2 functions to reduce activation of the innate immune response. Overall design: We developed next generation sequencing methods for quantification of Cap2 methylation in bulk mRNA CapTag seq  as well as in individual mRNAs in a transcriptome wide manner CLAM Cap seq. Furthermore  we developed tools for measuring translation and stability of transcript start nucleotide TSN mRNA isoforms by combining polysome profiling and actinomycin D treatment with TSS seq transcription start site sequencing.", null, "pubmed:36725932", null, "Zebrafish CapQuant seq 2", "GSM5907184", null, "source name:48 hpf embryo|cell line/tissue:whole|genotype:wild type A/B|purification:oligodT25 beads", "Zebrafish CapQuant seq 2", "Removal of low quality reads and three prime end adapter trimming was performed with flexbar v2.5. Removal of duplicated reads was accomplished with pyFastqDuplicateRemover.py within the pyCRAC package v1.3.2. Read trimming was performed using seqtk package v1.3. Read alignement to fly  mouse or human genome was conducted using Bowtie v1.2.3. five prime end read coverage was calculated per each genomic position using BEDTools v2.28.0. Genome build: Drosohila melanogaster; dm6  Mus musculus; mm10  Homo sapiens; hg38.", "48 hpf embryo", null, "CapTag seq Total RNA was extracted using TRIzol reagent according to the manufacturers instructions followed by isopropanol precipitation.  PolyA+ RNA was isolated from total RNA using magnetic oligodT25 beads NEB.", "Zebrafish AB line embryos were maintained in E3 medium at 28 degrees and staged as previously described Kimmel et al.  Developmental Dynamics  1995.", "cell line/tissue:whole|genotype:wild type A/B|purification:oligodT25 beads", "GSM5907184", "GSM5907184: Zebrafish CapQuant seq 2; Danio rerio; OTHER", "GSM5907184 r1", "GSM5907184", "1", "CapTag seq Total RNA was extracted using TRIzol reagent according to the manufacturers instructions followed by isopropanol precipitation.  PolyA+ RNA was isolated from total RNA using magnetic oligodT25 beads NEB.", null, "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP358067", null, null, "Zebrafish_CQS2_R1.fastq.gz", "fastq", 658260009.0, 12907059.0, "GSM5907184 r1", "0:51 1:0", "A:158463141;C:142984303;G:213148834;T:143656235;N:7496", 51, 0, null, null, 158463141, 142984303, 213148834, 143656235, 7496, "SRX14226378", "SRS12047703", "SRA1545466", "Pharmacology, Weill Cornell Medicine", "Pharmacology, Weill Cornell Medicine", 1, 0.0, null, 0.0, null, 1.0, null, null, null, 51, null, "T", null, "under 1.2% mapping rate", "illumina", "hiseq_era", "5prime", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2022-02-18", "Hatching", "Embryo", "Embryo Imprecise", "All anatomical structures"], [68503, "SRR18074849", "SRX14226377", "SRS12047702", "SRP358067", "PRJNA803151", "mRNA aging shapes the Cap2 methylome in mammalian mRNA", "GSE196043", "Other", "The mRNA cap structure is a major site of dynamic mRNA methylation.  mRNA caps exist in either the Cap1 or Cap2 form  depending on the presence of 2' O methylation on the first  or both the first and second transcribed nucleotide  respectively.  However  the identity of Cap2 containing mRNAs and the function of Cap2 are unclear.  Here we describe CLAM Cap Seq  a method for transcriptome wide mapping and quantification of Cap2.  We find that unlike other epitranscriptomic modifications  Cap2 can occur on all mRNAs.  Cap2 is formed through a slow continuous conversion of mRNAs from Cap1 to Cap2 as mRNAs age in the cytosol.  As a result  Cap2 is enriched on long lived mRNAs.  We find that large increases in the abundance of Cap1 leads to activation of RIG I  especially in conditions where RIG I expression is increased.  The methylation of Cap1 to Cap2 markedly reduces the ability of RNAs to bind and activate RIG I.  We find that the slow Cap2 methylation rate allows Cap2 to accumulate on host mRNAs yet ensures that low Cap2 levels occur on newly expressed viral RNAs.  Overall  these results reveal an immunostimulatory role for Cap1  and that Cap2 functions to reduce activation of the innate immune response. Overall design: We developed next generation sequencing methods for quantification of Cap2 methylation in bulk mRNA CapTag seq  as well as in individual mRNAs in a transcriptome wide manner CLAM Cap seq. Furthermore  we developed tools for measuring translation and stability of transcript start nucleotide TSN mRNA isoforms by combining polysome profiling and actinomycin D treatment with TSS seq transcription start site sequencing.", null, "pubmed:36725932", null, "Zebrafish CapQuant seq 1", "GSM5907183", null, "source name:48 hpf embryo|cell line/tissue:whole|genotype:wild type A/B|purification:oligodT25 beads", "Zebrafish CapQuant seq 1", "Removal of low quality reads and three prime end adapter trimming was performed with flexbar v2.5. Removal of duplicated reads was accomplished with pyFastqDuplicateRemover.py within the pyCRAC package v1.3.2. Read trimming was performed using seqtk package v1.3. Read alignement to fly  mouse or human genome was conducted using Bowtie v1.2.3. five prime end read coverage was calculated per each genomic position using BEDTools v2.28.0. Genome build: Drosohila melanogaster; dm6  Mus musculus; mm10  Homo sapiens; hg38.", "48 hpf embryo", null, "CapTag seq Total RNA was extracted using TRIzol reagent according to the manufacturers instructions followed by isopropanol precipitation.  PolyA+ RNA was isolated from total RNA using magnetic oligodT25 beads NEB.", "Zebrafish AB line embryos were maintained and staged as previously described Kimmel et al.  Developmental Dynamics  1995.", "cell line/tissue:whole|genotype:wild type A/B|purification:oligodT25 beads", "GSM5907183", "GSM5907183: Zebrafish CapQuant seq 1; Danio rerio; OTHER", "GSM5907183 r1", "GSM5907183", "1", "CapTag seq Total RNA was extracted using TRIzol reagent according to the manufacturers instructions followed by isopropanol precipitation.  PolyA+ RNA was isolated from total RNA using magnetic oligodT25 beads NEB.", null, "OTHER", "TRANSCRIPTOMIC", "other", "SINGLE", "ILLUMINA", "Illumina HiSeq 2500", null, "SRP358067", null, null, "Zebrafish_CQS1_R1.fastq.gz", "fastq", 1636691694.0, 32091994.0, "GSM5907183 r1", "0:51 1:0", "A:394187895;C:355520591;G:529426272;T:357424863;N:132073", 51, 0, null, null, 394187895, 355520591, 529426272, 357424863, 132073, "SRX14226377", "SRS12047702", "SRA1545466", "Pharmacology, Weill Cornell Medicine", "Pharmacology, Weill Cornell Medicine", 1, 0.0, null, 0.0, null, 1.0, null, null, null, 51, null, "T", null, "under 1.2% mapping rate", "illumina", "hiseq_era", "5prime", "poly_a", "unknown", "bulk", "bulk", "bulk", null, "United States", "2022-02-18", "Hatching", "Embryo", "Embryo Imprecise", "All anatomical structures"], [71044, "SRR21140654", "SRX17152943", "SRS14724788", "SRP393052", "PRJNA871254", "Mycn regulates intestinal development through ribosomal biogenesis in a zebrafish model of Feingold syndrome 1 RNA seq and Ribo seq", "GSE211652", "Other", "Purpose: To systematically investigate the molecular mechanisms resulting from Mycn loss of function. Methods:  Approximately 30 mycn mutant or WT zebrafish embryos at 72 hpf were harvested . Libraries were prepared using Chromium Controller and Chromium Single Cell three primeLibrary & Gel Bead Kit v3 10x Genomics  PN 1000074 according to the manufacturer's protocol for 10000 cells recovery. Results: More than 3 000 genes showed reduced tranlation efficiency in Mycn mutant. Conclusions: mTOR signaling was reduced in Mycn mutant. Overall design: wild type or mycn zebrafish embryos at 72 hpf were harvested for RNA seq and Ribo seq.", null, null, null, "Mycn mutant zebrafish embryos Ribo seq 72 hpf replicate 2", "GSM6482085", null, "source name:zebrafish cells|strain:Mycn mutant|tissue:embryonic cells|age:72 hpf", "Mycn mutant  zebrafish embryos Ribo seq 72 hpf replicate 2", "The sequencing reads were aligned to the zebrafish GRCz11 genome using STAR  and reads mapped to multiple genomic location were removed. Gene expression counts of each sample were calculated by featureCounts. Differential expression analysis was performed by limma package. Assembly: GRCz11", "zebrafish cells", "WT and Mycn mutant zebrafish embryos were collected for RNA sequencing or Ribo seq at 72 hpf", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", "embryos were cultured in a Petri dish filled with 0.3X Danieau buffer", "strain:Mycn mutant|tissue:embryonic cells|age:72 hpf", "GSM6482085", "GSM6482085: Mycn mutant  zebrafish embryos Ribo seq 72 hpf replicate 2; Danio rerio; OTHER", "GSM6482085 r1", "GSM6482085", "1", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP393052", null, null, "mut2-riboseq_1.clean.fq.gz mut2-riboseq_2.clean.fq.gz", "fastq fastq", 405742417.0, 6982873.0, "GSM6482085 r1", "0:29.04 1:29.07", "A:98515642;C:104430844;G:104419248;T:98371492;N:5191", 29, 29, null, null, 98515642, 104430844, 104419248, 98371492, 5191, "SRX17152943", "SRS14724788", "SRA1479247", "Institute of genetics, Zhejiang University", "Institute of genetics, Zhejiang University", 2, 0.4308, 0.42905, 0.15957, 0.1591, 0.74292, 0.74302, 0.56011, 0.55773, 40, 40, "B", "B", "biological fallback assumption", "illumina", "novaseq_era", "unknown", "other", "unknown", "sc", "bulk", "bulk", null, "China", "2022-08-19", "Larval", "Larval", "Embryo Imprecise", "All anatomical structures"], [71045, "SRR21140655", "SRX17152942", "SRS14724787", "SRP393052", "PRJNA871254", "Mycn regulates intestinal development through ribosomal biogenesis in a zebrafish model of Feingold syndrome 1 RNA seq and Ribo seq", "GSE211652", "Other", "Purpose: To systematically investigate the molecular mechanisms resulting from Mycn loss of function. Methods:  Approximately 30 mycn mutant or WT zebrafish embryos at 72 hpf were harvested . Libraries were prepared using Chromium Controller and Chromium Single Cell three primeLibrary & Gel Bead Kit v3 10x Genomics  PN 1000074 according to the manufacturer's protocol for 10000 cells recovery. Results: More than 3 000 genes showed reduced tranlation efficiency in Mycn mutant. Conclusions: mTOR signaling was reduced in Mycn mutant. Overall design: wild type or mycn zebrafish embryos at 72 hpf were harvested for RNA seq and Ribo seq.", null, null, null, "Mycn mutant zebrafish embryos Ribo seq 72 hpf replicate 1", "GSM6482084", null, "source name:zebrafish cells|strain:Mycn mutant|tissue:embryonic cells|age:72 hpf", "Mycn mutant  zebrafish embryos Ribo seq 72 hpf replicate 1", "The sequencing reads were aligned to the zebrafish GRCz11 genome using STAR  and reads mapped to multiple genomic location were removed. Gene expression counts of each sample were calculated by featureCounts. Differential expression analysis was performed by limma package. Assembly: GRCz11", "zebrafish cells", "WT and Mycn mutant zebrafish embryos were collected for RNA sequencing or Ribo seq at 72 hpf", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", "embryos were cultured in a Petri dish filled with 0.3X Danieau buffer", "strain:Mycn mutant|tissue:embryonic cells|age:72 hpf", "GSM6482084", "GSM6482084: Mycn mutant  zebrafish embryos Ribo seq 72 hpf replicate 1; Danio rerio; OTHER", "GSM6482084 r1", "GSM6482084", "1", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP393052", null, null, "mut1-riboseq_1.clean.fq.gz mut1-riboseq_2.clean.fq.gz", "fastq fastq", 491622744.0, 8480542.0, "GSM6482084 r1", "0:28.97 1:29.01", "A:119352696;C:126567605;G:126525090;T:119169287;N:8066", 28, 29, null, null, 119352696, 126567605, 126525090, 119169287, 8066, "SRX17152942", "SRS14724787", "SRA1479247", "Institute of genetics, Zhejiang University", "Institute of genetics, Zhejiang University", 2, 0.43508, 0.4326, 0.15983, 0.15894, 0.7388, 0.73939, 0.55997, 0.56089, 30, 30, "B", "B", "biological fallback assumption", "illumina", "novaseq_era", "unknown", "other", "unknown", "sc", "bulk", "bulk", null, "China", "2022-08-19", "Larval", "Larval", "Embryo Imprecise", "All anatomical structures"], [71046, "SRR21140656", "SRX17152941", "SRS14724786", "SRP393052", "PRJNA871254", "Mycn regulates intestinal development through ribosomal biogenesis in a zebrafish model of Feingold syndrome 1 RNA seq and Ribo seq", "GSE211652", "Other", "Purpose: To systematically investigate the molecular mechanisms resulting from Mycn loss of function. Methods:  Approximately 30 mycn mutant or WT zebrafish embryos at 72 hpf were harvested . Libraries were prepared using Chromium Controller and Chromium Single Cell three primeLibrary & Gel Bead Kit v3 10x Genomics  PN 1000074 according to the manufacturer's protocol for 10000 cells recovery. Results: More than 3 000 genes showed reduced tranlation efficiency in Mycn mutant. Conclusions: mTOR signaling was reduced in Mycn mutant. Overall design: wild type or mycn zebrafish embryos at 72 hpf were harvested for RNA seq and Ribo seq.", null, null, null, "wild type zebrafish embryos Ribo seq 72 hpf replicate 2", "GSM6482083", null, "source name:zebrafish cells|strain:AB|tissue:embryonic cells|age:72 hpf", "wild type  zebrafish embryos Ribo seq 72 hpf replicate 2", "The sequencing reads were aligned to the zebrafish GRCz11 genome using STAR  and reads mapped to multiple genomic location were removed. Gene expression counts of each sample were calculated by featureCounts. Differential expression analysis was performed by limma package. Assembly: GRCz11", "zebrafish cells", "WT and Mycn mutant zebrafish embryos were collected for RNA sequencing or Ribo seq at 72 hpf", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", "embryos were cultured in a Petri dish filled with 0.3X Danieau buffer", "strain:AB|tissue:embryonic cells|age:72 hpf", "GSM6482083", "GSM6482083: wild type  zebrafish embryos Ribo seq 72 hpf replicate 2; Danio rerio; OTHER", "GSM6482083 r1", "GSM6482083", "1", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP393052", null, null, "wt2-riboseq_1.clean.fq.gz wt2-riboseq_2.clean.fq.gz", "fastq fastq", 509843192.0, 8545402.0, "GSM6482083 r1", "0:29.81 1:29.85", "A:121579451;C:133424275;G:133469726;T:121359509;N:10231", 29, 29, null, null, 121579451, 133424275, 133469726, 121359509, 10231, "SRX17152941", "SRS14724786", "SRA1479247", "Institute of genetics, Zhejiang University", "Institute of genetics, Zhejiang University", 2, 0.47779, 0.47724, 0.17114, 0.17128, 0.73296, 0.73208, 0.5655, 0.56416, 23, 23, "B", "B", "biological fallback assumption", "illumina", "novaseq_era", "unknown", "other", "unknown", "sc", "bulk", "bulk", null, "China", "2022-08-19", "Larval", "Larval", "Embryo Imprecise", "All anatomical structures"], [71047, "SRR21140657", "SRX17152940", "SRS14724785", "SRP393052", "PRJNA871254", "Mycn regulates intestinal development through ribosomal biogenesis in a zebrafish model of Feingold syndrome 1 RNA seq and Ribo seq", "GSE211652", "Other", "Purpose: To systematically investigate the molecular mechanisms resulting from Mycn loss of function. Methods:  Approximately 30 mycn mutant or WT zebrafish embryos at 72 hpf were harvested . Libraries were prepared using Chromium Controller and Chromium Single Cell three primeLibrary & Gel Bead Kit v3 10x Genomics  PN 1000074 according to the manufacturer's protocol for 10000 cells recovery. Results: More than 3 000 genes showed reduced tranlation efficiency in Mycn mutant. Conclusions: mTOR signaling was reduced in Mycn mutant. Overall design: wild type or mycn zebrafish embryos at 72 hpf were harvested for RNA seq and Ribo seq.", null, null, null, "wild type zebrafish embryos Ribo seq 72 hpf replicate 1", "GSM6482082", null, "source name:zebrafish cells|strain:AB|tissue:embryonic cells|age:72 hpf", "wild type  zebrafish embryos Ribo seq 72 hpf replicate 1", "The sequencing reads were aligned to the zebrafish GRCz11 genome using STAR  and reads mapped to multiple genomic location were removed. Gene expression counts of each sample were calculated by featureCounts. Differential expression analysis was performed by limma package. Assembly: GRCz11", "zebrafish cells", "WT and Mycn mutant zebrafish embryos were collected for RNA sequencing or Ribo seq at 72 hpf", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", "embryos were cultured in a Petri dish filled with 0.3X Danieau buffer", "strain:AB|tissue:embryonic cells|age:72 hpf", "GSM6482082", "GSM6482082: wild type  zebrafish embryos Ribo seq 72 hpf replicate 1; Danio rerio; OTHER", "GSM6482082 r1", "GSM6482082", "1", "For bulk RNA seq  RNA libraries were prepared for sequencing using standard Illumina protocols. For Ribo seq  WT and mycn mutant embryos were collected at 3 dpf  digested with cold 0.5% trypsin to a single cell suspension  and homogenized in lysis buffer for 20\u201350 times. The homogenate centrifuged at 12 000 g for 15 min at 4\u00b0C  and the supernatants were digested with RNase for 30 mins and aborted by 1M EGTA followed by layering on top of a 10%\u201350% sucrose gradient solution. Ultracentrifugation was performed at 36 000 rpm for 2 hrs hours at 4\u00b0C. post centrifugation  the fractions were collected according to the absorbance at optical density OD260 by a TRAIX detector. Then the RNA was purified and used to construct the library for sequencing.", null, "OTHER", "TRANSCRIPTOMIC", "other", "PAIRED", "ILLUMINA", "Illumina NovaSeq 6000", null, "SRP393052", null, null, "wt1-riboseq_1.clean.fq.gz wt1-riboseq_2.clean.fq.gz", "fastq fastq", 704869055.0, 11792221.0, "GSM6482082 r1", "0:29.87 1:29.90", "A:168078449;C:184483903;G:184537174;T:167755786;N:13743", 29, 29, null, null, 168078449, 184483903, 184537174, 167755786, 13743, "SRX17152940", "SRS14724785", "SRA1479247", "Institute of genetics, Zhejiang University", "Institute of genetics, Zhejiang University", 2, 0.4713, 0.46871, 0.16916, 0.16911, 0.73746, 0.73843, 0.56441, 0.56008, 22, 22, "B", "B", "biological fallback assumption", "illumina", "novaseq_era", "unknown", "other", "unknown", "sc", "bulk", "bulk", null, "China", "2022-08-19", "Larval", "Larval", "Embryo Imprecise", "All anatomical structures"]], "truncated": false, "filtered_table_rows_count": 32, "expanded_columns": [], "expandable_columns": [], "columns": ["rowid", "run.accession", "experiment.accession", "sample.accession", "study.accession", "bioproject", "study.title", "study.alias", "study.type", "study.abstract", "study.attributes", "study.PMIDs", "sample.description", "sample.title", "sample.alias", "sample.centername", "sample.attributes", "GEOsample.title", "GEOsample.dataprocessing", "GEOsample.source", "GEOsample.treatmentprotocol", "GEOsample.extractprotocol", "GEOsample.growthprotocol", "GEOsample.characteristics", "GEOsample.accession", "experiment.title", "experiment.alias", "experiment.library_name", "experiment.design_description", "experiment.library_construction_protocol", "experiment.attributes", "experiment.library_strategy", "experiment.library_source", "experiment.library_selection", "experiment.library_layout", "experiment.platform", "experiment.instrument_model", "experiment.spot_descriptor", "experiment.study_ref", "run.title", "run.attributes", "run.filename", "run.semantic_name", "run.total_bases", "run.total_spots", "run.alias", "run.read_lengths", "run.base_counts", "run.r1_length", "run.r2_length", "run.r3_length", "run.r4_length", "run.Acount", "run.Ccount", "run.Gcount", "run.Tcount", "run.Ncount", "run.experiment", "run.pool_member", "submission.accession", "submission.srasource", "submission.bioprojectsource", "seqdetective.n_mates", "seqdetective.mapping_rate.mate1", "seqdetective.mapping_rate.mate2", "seqdetective.nofeature_rate.mate1", "seqdetective.nofeature_rate.mate2", "seqdetective.sparsity.mate1", "seqdetective.sparsity.mate2", "seqdetective.pos_strand_rate.mate1", "seqdetective.pos_strand_rate.mate2", "seqdetective.readlen.mate1", "seqdetective.readlen.mate2", "seqdetective.judgement.mate1", "seqdetective.judgement.mate2", "seqdetective.judgement.reason", "platform_family", "instrument_generation", "read_bias", "selection_class", "prep_kit", "sc_or_bulk", "tech_class", "technology", "tech_variant", "submission.bioprojectsource.country", "earliest_date", "devstage_curation", "devstage_curation_coarse", "tissue_curation", "tissue_curation_coarse"], "primary_keys": [], "units": {}, "query": {"sql": "select rowid, [run.accession], [experiment.accession], [sample.accession], [study.accession], bioproject, [study.title], [study.alias], [study.type], [study.abstract], [study.attributes], [study.PMIDs], [sample.description], [sample.title], [sample.alias], [sample.centername], [sample.attributes], [GEOsample.title], [GEOsample.dataprocessing], [GEOsample.source], [GEOsample.treatmentprotocol], [GEOsample.extractprotocol], [GEOsample.growthprotocol], [GEOsample.characteristics], [GEOsample.accession], [experiment.title], [experiment.alias], [experiment.library_name], [experiment.design_description], [experiment.library_construction_protocol], [experiment.attributes], [experiment.library_strategy], [experiment.library_source], [experiment.library_selection], [experiment.library_layout], [experiment.platform], [experiment.instrument_model], [experiment.spot_descriptor], [experiment.study_ref], [run.title], [run.attributes], [run.filename], [run.semantic_name], [run.total_bases], [run.total_spots], [run.alias], [run.read_lengths], [run.base_counts], [run.r1_length], [run.r2_length], [run.r3_length], [run.r4_length], [run.Acount], [run.Ccount], [run.Gcount], [run.Tcount], [run.Ncount], [run.experiment], [run.pool_member], [submission.accession], [submission.srasource], [submission.bioprojectsource], [seqdetective.n_mates], [seqdetective.mapping_rate.mate1], [seqdetective.mapping_rate.mate2], [seqdetective.nofeature_rate.mate1], [seqdetective.nofeature_rate.mate2], [seqdetective.sparsity.mate1], [seqdetective.sparsity.mate2], [seqdetective.pos_strand_rate.mate1], [seqdetective.pos_strand_rate.mate2], [seqdetective.readlen.mate1], [seqdetective.readlen.mate2], [seqdetective.judgement.mate1], [seqdetective.judgement.mate2], [seqdetective.judgement.reason], platform_family, instrument_generation, read_bias, selection_class, prep_kit, sc_or_bulk, tech_class, technology, tech_variant, [submission.bioprojectsource.country], earliest_date, devstage_curation, devstage_curation_coarse, tissue_curation, tissue_curation_coarse from run_metadata where \"experiment.library_selection\" = :p0 and \"technology\" = :p1 and \"tissue_curation_coarse\" = :p2 order by rowid limit 101", "params": {"p0": "other", "p1": "bulk", "p2": "All anatomical structures"}}, "facet_results": {"experiment.library_strategy": {"name": "experiment.library_strategy", "type": "column", "hideable": false, "toggle_url": "/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures", "results": [{"value": "OTHER", "label": "OTHER", "count": 28, "toggle_url": "http://metadata.rnaquarium.org/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures&experiment.library_strategy=OTHER", 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"column", "hideable": false, "toggle_url": "/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures", "results": [{"value": "other", "label": "other", "count": 32, "toggle_url": "http://metadata.rnaquarium.org/metadata/run_metadata.json?technology=bulk&tissue_curation_coarse=All+anatomical+structures", "selected": true}], "truncated": false}, "experiment.library_layout": {"name": "experiment.library_layout", "type": "column", "hideable": false, "toggle_url": "/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures", "results": [{"value": "PAIRED", "label": "PAIRED", "count": 22, "toggle_url": "http://metadata.rnaquarium.org/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures&experiment.library_layout=PAIRED", "selected": false}, {"value": "SINGLE", "label": "SINGLE", "count": 10, "toggle_url": "http://metadata.rnaquarium.org/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures&experiment.library_layout=SINGLE", "selected": false}], "truncated": false}, "experiment.platform": {"name": "experiment.platform", "type": "column", "hideable": false, "toggle_url": "/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures", "results": [{"value": "ILLUMINA", "label": "ILLUMINA", "count": 32, "toggle_url": "http://metadata.rnaquarium.org/metadata/run_metadata.json?experiment.library_selection=other&technology=bulk&tissue_curation_coarse=All+anatomical+structures&experiment.platform=ILLUMINA", "selected": false}], "truncated": false}, "devstage_curation_coarse": {"name": "devstage_curation_coarse", "type": "column", "hideable": false, "toggle_url": 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