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 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.,,,,Fish embryo mRNA 1024cell PAL seq v4,GSM7716868,,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 “ m 15 quality base=64 q 20 20 match read wildcards e 0.05 a NNNNATCTCGTATGCCGTCTTCTGCTTG O 7”. 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 “ runThreadN 16 runMode alignReads outFilterMultimapNmax 1 outReadsUnmapped Fastx outFilterType BySJout outSAMattributes All outSAMtype BAM Unsorted SortedByCoordinate”. 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; 4–7 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,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer’s suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,OTHER,TRANSCRIPTOMIC,other,PAIRED,ILLUMINA,Illumina HiSeq 2500,,SRP455680,,,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,,,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,,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.,,,,Fish embryo mRNA 1024cell PAL seq v4,GSM7716868,,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 “ m 15 quality base=64 q 20 20 match read wildcards e 0.05 a NNNNATCTCGTATGCCGTCTTCTGCTTG O 7”. 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 “ runThreadN 16 runMode alignReads outFilterMultimapNmax 1 outReadsUnmapped Fastx outFilterType BySJout outSAMattributes All outSAMtype BAM Unsorted SortedByCoordinate”. 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; 4–7 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,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer’s suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,OTHER,TRANSCRIPTOMIC,other,PAIRED,ILLUMINA,Illumina HiSeq 2500,,SRP455680,,,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,,,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,,52,255,T,T,mates < 9% mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,bulk,bulk,,United States,2023-08-17,Zygote,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.,,,,Fish embryo mRNA 1cell PAL seq v4,GSM7716865,,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 “ m 15 quality base=64 q 20 20 match read wildcards e 0.05 a NNNNATCTCGTATGCCGTCTTCTGCTTG O 7”. 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 “ runThreadN 16 runMode alignReads outFilterMultimapNmax 1 outReadsUnmapped Fastx outFilterType BySJout outSAMattributes All outSAMtype BAM Unsorted SortedByCoordinate”. 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; 4–7 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,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer’s suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,OTHER,TRANSCRIPTOMIC,other,PAIRED,ILLUMINA,Illumina HiSeq 2500,,SRP455680,,,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,,,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,,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.,,,,Fish embryo mRNA 1cell PAL seq v4,GSM7716865,,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 “ m 15 quality base=64 q 20 20 match read wildcards e 0.05 a NNNNATCTCGTATGCCGTCTTCTGCTTG O 7”. 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 “ runThreadN 16 runMode alignReads outFilterMultimapNmax 1 outReadsUnmapped Fastx outFilterType BySJout outSAMattributes All outSAMtype BAM Unsorted SortedByCoordinate”. 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; 4–7 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,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer’s suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,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 µg/ml cycloheximide cOmplete protease inhibitor cocktail [1 tablet per 10 ml buffer] and 200 units/ml SUPERase•In in a volume of 10 µl per oocyte/embryo by vigorous shaking and pipetting. Lysates were cleared by centrifugation at 5000 g at 4°C 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°C 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 3ʹ 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 µl. The RNA and oligos were annealed by incubation at 70°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 40 µl MyOne Streptavidin C1 beads Thermo Fisher 65002 and incubated for 20 min at 23°C 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 µl 1xB&W buffer 5 mM Tris HCl pH 7.5 0.5 mM EDTA 1 M NaCl and once with 300 µl 2x SSC. The RNA was eluted from the beads first with 100 µl 10 mM HEPES pH 7.5 at 65°C for 3 min and then second with 100 µl water at 65°C for 3 min. The eluates were combined precipitated with ethanol and resuspended in 6.5 µl water. The anti sense oligo enriched RNA or the RNA isolated from oocyte or embryo lysates was ligated to a pre adenylated 3ʹ adapter in a 10 µl reaction containing 5 µM 3ʹ adapter KXS330 50 mM HEPES pH 7.5 10 mM MgCl2 10 mM dithiothreitol 1 unit/µl T4 RNA ligase 1 New England Biolabs M0204S. The ligation reaction was incubated at 23°C for 150 min. post ligation RNA was extracted with phenol/chloroform precipitated with ethanol and resuspended in 11.4 µl water. The ligated RNA was mixed with 0.6 µl 100 µM reverse transcription primer KXS037 in a total volume of 12 µl incubated at 65°C for 5 min and cooled on ice for 1 min. The annealed RNA was reverse transcribed in a 20 µl reaction containing 1x First Strand Buffer 500 µM dNTPs 5 mM dithiothreitol 1 unit/µl SUPERase•In and 200 units SuperScript III Thermo Fisher 18080044 at 50°C for 1 hr. post reverse transcription RNA was hydrolyzed with 3.3 µl 1 M NaOH at 90°C for 10 min followed by neutralization with 36.7 µl 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 µl PCR reaction with KXS037 and a barcoded primer Supplemental using the KAPA HiFi HotStart Kits following the manufacturer's suggested protocol for 10–15 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 3ʹ adapter KXS013 was used for 3ʹ 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 µl. The cDNAs and the oligo were annealed by incubation at 65°C for 5 min and then slowly cooling to 23°C at 0.1°C/sec. The annealed mixture was combined with 100 µl MyOne Streptavidin C1 beads and incubated for 20 min at 23°C 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 µl 1xB&W buffer. The supernatant and the wash were combined precipitated with ethanol and resuspended in 30 µl water. The oligo depleted libraries were sequenced again as a technical replicate. Sequencing data of replicates were merged for each sample post monitoring consistency.,,OTHER,TRANSCRIPTOMIC,other,PAIRED,ILLUMINA,Illumina HiSeq 2500,,SRP455680,,,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,,,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,,52,255,T,T,mates < 9% mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,bulk,bulk,,United States,2023-08-17,Zygote,Embryo,Embryo Imprecise,All anatomical structures 36424,SRR516545,SRX156307,SRS347187,SRP013950,PRJNA169500,Danio rerio embryonic promoterome,PRJNA169500,Transcriptome Analysis,Goal of this study is to generate genome wide maps of transcription initiation throughout early embryonic development of zebrafish Danio rerio. Cap analysis of gene expression CAGE is used to detect transcription start sites at 1bp resolution. CAGE data is complemented by ChIPseq datasets for promoter associated histone modifications to study dynamic changes of promoter usage and chromatin configuration throughout early embryonic development.,,pubmed:24531765,Zebrafish wild type AB strain unfertilized egg,D. rerio unfertilized egg,D. rerio unfertilized egg,,,,,,,,,,,CAGE D. rerio unfertilized egg,CAGE D. rerio unfertilized egg run2,D. rerio unfertilized egg,1,,,OTHER,TRANSCRIPTOMIC,CAGE,SINGLE,ILLUMINA,Illumina Genome Analyzer IIx,360Application ReadForward1,SRP013950,,,,,115273233.0,4269379.0,CAGE D. rerio unfertilized egg run1,0:27,A:29909511;C:24823784;G:32519899;T:28020039;N:0,27,,,,29909511,24823784,32519899,28020039,0,SRX156307,SRS347187,SRA055273,University of Bergen,ZEPROME consortium,1,0.49872,,0.07655,,0.81673,,0.80445,,27,,B,,usable mapping rate,illumina,early_illumina,unknown,cage,unknown,bulk,unknown,unknown,,Unknown,2012-06-28,Zygote,Embryo,Oocyte,Reproductive System 36425,SRR516546,SRX156307,SRS347187,SRP013950,PRJNA169500,Danio rerio embryonic promoterome,PRJNA169500,Transcriptome Analysis,Goal of this study is to generate genome wide maps of transcription initiation throughout early embryonic development of zebrafish Danio rerio. Cap analysis of gene expression CAGE is used to detect transcription start sites at 1bp resolution. CAGE data is complemented by ChIPseq datasets for promoter associated histone modifications to study dynamic changes of promoter usage and chromatin configuration throughout early embryonic development.,,pubmed:24531765,Zebrafish wild type AB strain unfertilized egg,D. rerio unfertilized egg,D. rerio unfertilized egg,,,,,,,,,,,CAGE D. rerio unfertilized egg,CAGE D. rerio unfertilized egg run2,D. rerio unfertilized egg,1,,,OTHER,TRANSCRIPTOMIC,CAGE,SINGLE,ILLUMINA,Illumina Genome Analyzer IIx,360Application ReadForward1,SRP013950,,,,,112673943.0,4173109.0,CAGE D. rerio unfertilized egg run2,0:27,A:28315221;C:24199098;G:32599482;T:27560142;N:0,27,,,,28315221,24199098,32599482,27560142,0,SRX156307,SRS347187,SRA055273,University of Bergen,ZEPROME consortium,1,0.46201,,0.06422,,0.82118,,0.82184,,27,,B,,usable mapping rate,illumina,early_illumina,unknown,cage,unknown,bulk,unknown,unknown,,Unknown,2012-06-28,Zygote,Embryo,Oocyte,Reproductive System 44659,SRR6268189,SRX3374357,SRS2671584,SRP124609,PRJNA417597,Massively parallel reporter assay of three primeUTR sequences identifies in vivo rules for mRNA degradation,GSE106677,Other,The stability of mRNAs is regulated by signals within their sequences but a systematic and predictive understanding of the underlying sequence rules remains elusive. Here we introduce UTR Seq a combination of massively parallel reporter assays and regression models to survey the dynamics of tens of thousands of three primeUTR sequences during early zebrafish embryogenesis. UTR Seq revealed two temporal degradation programs: a maternally encoded early onset program and a late onset program that accelerated degradation post zygotic genome activation. Three signals regulated early onset rates: stabilizing poly U and UUAG sequences and destabilizing GC rich signals. Three signals explained late onset degradation: miR 430 seeds AU rich sequences and Pumilio recognition sites. Sequence based regression models translated three primeUTRs into their unique decay patterns and predicted the in vivo impact of sequence signals on mRNA stability. Their application led to the successful design of artificial three primeUTRs that conferred specific mRNA dynamics. UTR Seq provides a general strategy to uncover the rules of RNA cis regulation. Overall design: temporal expression profiles of reporter mRNAs from zebrafish embryos 7 replicates total or oocytes 2 replicates total. A total of five embryo replicates were collected using pre adenylated A+ reporters in three separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment a single sample was collected every hour between 1h to 10h and split into two post RNA extraction to produce two technical replicates techrep. In the third experiment two separate samples were collected every two hours between 2h to 10h to produce two same day biological replicates biorep. A total of two replicates were collected using non adenylated A reporters in two separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment rep samples were collected at 1h 2h 3h 4h 3 samples 6h 8h and 10h.,,pubmed:29225039,,rep A uninjected,GSM2845343,,source name:zebrafish embryos|developmental stage:NA|tissue:embryo,rep A uninjected,Library strategy: UTR Seq data 160nt reads was filtered to retain only sequences that contained both terminal adapter sequences with up to 10 mismatches and an insert of 90nt or longer. data 100nt reads was filtered to retain only sequences that contained the 5’ terminal adapter sequence with up to 10 mismatches and an insert of 62nt or longer. Bowtie2 was used to align retained reads to a reference set of all 90 000 synthetic oligonucleotide sequences The number of UMIs that were mapped to each oligonucleotide sequence was recorded and adjusted to represent the expected number of mRNA molecules in the sample. A generalized binomial linear regression model was fitted to counts of five control mRNAs that were added to samples at known quantities in 2 fold increments highest 50fg lowest 3.125fg and the resulting linear transformation was used to normalize UMI counts. Genome build: The file sequences.txt is a FASTA file with the oligonucleotide sequences used for real alignment. This file is available on the series record. Supplementary files format and content: tab delimited files of normalized mRNA levels,zebrafish embryos,Embryos/oocytes were removed from their chorion and injected with 50 80pg of reporter mRNAs at the one cell stage.,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known 3’UTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant 3’UTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant 3’UTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,Fertilized zebrafish eggs or oocytes were collected at 28C and kept in culture medium 5.03mM NaCl 0.17mM KCl 0.33mM CaCl2 0.33mM MgSo4 0.1% Methylene blue. A total of 20 40 injected embryos/oocytes were randomly collected per sample post ensuring that all embryos were at the same expected developmental stage.,developmental stage:NA|tissue:embryo,GSM2845343,GSM2845343: rep A uninjected; Danio rerio; OTHER,GSM2845343,,1,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known three primeUTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant three primeUTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant three primeUTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,GEO Accession:GSM2845343,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina MiSeq,,SRP124609,,,SpeI-pool.fastq.gz,fastq,2026742240.0,12667139.0,GSM2845343 r1,0:160 1:0,A:625744065;C:476430927;G:385335893;T:539051959;N:179396,160,0,,,625744065,476430927,385335893,539051959,179396,SRX3374357,SRS2671584,SRA629220,GEO,Broad Institute,1,4e-05,,0.0,,0.99987,,0.16666,,160,,T,,under 1.2% mapping rate,illumina,miseq,unknown,random_priming,unknown,bulk,unknown,unknown,,United States,2017-11-08,Zygote,Embryo,Embryo Imprecise,All anatomical structures 44671,SRR6268177,SRX3374345,SRS2671574,SRP124609,PRJNA417597,Massively parallel reporter assay of three primeUTR sequences identifies in vivo rules for mRNA degradation,GSE106677,Other,The stability of mRNAs is regulated by signals within their sequences but a systematic and predictive understanding of the underlying sequence rules remains elusive. Here we introduce UTR Seq a combination of massively parallel reporter assays and regression models to survey the dynamics of tens of thousands of three primeUTR sequences during early zebrafish embryogenesis. UTR Seq revealed two temporal degradation programs: a maternally encoded early onset program and a late onset program that accelerated degradation post zygotic genome activation. Three signals regulated early onset rates: stabilizing poly U and UUAG sequences and destabilizing GC rich signals. Three signals explained late onset degradation: miR 430 seeds AU rich sequences and Pumilio recognition sites. Sequence based regression models translated three primeUTRs into their unique decay patterns and predicted the in vivo impact of sequence signals on mRNA stability. Their application led to the successful design of artificial three primeUTRs that conferred specific mRNA dynamics. UTR Seq provides a general strategy to uncover the rules of RNA cis regulation. Overall design: temporal expression profiles of reporter mRNAs from zebrafish embryos 7 replicates total or oocytes 2 replicates total. A total of five embryo replicates were collected using pre adenylated A+ reporters in three separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment a single sample was collected every hour between 1h to 10h and split into two post RNA extraction to produce two technical replicates techrep. In the third experiment two separate samples were collected every two hours between 2h to 10h to produce two same day biological replicates biorep. A total of two replicates were collected using non adenylated A reporters in two separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment rep samples were collected at 1h 2h 3h 4h 3 samples 6h 8h and 10h.,,pubmed:29225039,,techrep A+ uninjected.2,GSM2845331,,source name:zebrafish embryos|developmental stage:NA|tissue:embryo,techrep A+ uninjected.2,Library strategy: UTR Seq data 160nt reads was filtered to retain only sequences that contained both terminal adapter sequences with up to 10 mismatches and an insert of 90nt or longer. data 100nt reads was filtered to retain only sequences that contained the 5’ terminal adapter sequence with up to 10 mismatches and an insert of 62nt or longer. Bowtie2 was used to align retained reads to a reference set of all 90 000 synthetic oligonucleotide sequences The number of UMIs that were mapped to each oligonucleotide sequence was recorded and adjusted to represent the expected number of mRNA molecules in the sample. A generalized binomial linear regression model was fitted to counts of five control mRNAs that were added to samples at known quantities in 2 fold increments highest 50fg lowest 3.125fg and the resulting linear transformation was used to normalize UMI counts. Genome build: The file sequences.txt is a FASTA file with the oligonucleotide sequences used for real alignment. This file is available on the series record. Supplementary files format and content: tab delimited files of normalized mRNA levels,zebrafish embryos,Embryos/oocytes were removed from their chorion and injected with 50 80pg of reporter mRNAs at the one cell stage.,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known 3’UTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant 3’UTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant 3’UTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,Fertilized zebrafish eggs or oocytes were collected at 28C and kept in culture medium 5.03mM NaCl 0.17mM KCl 0.33mM CaCl2 0.33mM MgSo4 0.1% Methylene blue. A total of 20 40 injected embryos/oocytes were randomly collected per sample post ensuring that all embryos were at the same expected developmental stage.,developmental stage:NA|tissue:embryo,GSM2845331,GSM2845331: techrep A+ uninjected.2; Danio rerio; OTHER,GSM2845331,,1,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known three primeUTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant three primeUTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant three primeUTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,GEO Accession:GSM2845331,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina MiSeq,,SRP124609,,,AR13_S13.fastq.gz,fastq,206761464.0,1230723.0,GSM2845331 r1,0:168 1:0,A:70709853;C:42141255;G:36769712;T:57139973;N:671,168,0,,,70709853,42141255,36769712,57139973,671,SRX3374345,SRS2671574,SRA629220,GEO,Broad Institute,1,1e-05,,0.0,,1.0,,,,168,,T,,under 1.2% mapping rate,illumina,miseq,unknown,random_priming,unknown,bulk,unknown,unknown,,United States,2017-11-08,Zygote,Embryo,Embryo Imprecise,All anatomical structures 44683,SRR6268165,SRX3374333,SRS2671560,SRP124609,PRJNA417597,Massively parallel reporter assay of three primeUTR sequences identifies in vivo rules for mRNA degradation,GSE106677,Other,The stability of mRNAs is regulated by signals within their sequences but a systematic and predictive understanding of the underlying sequence rules remains elusive. Here we introduce UTR Seq a combination of massively parallel reporter assays and regression models to survey the dynamics of tens of thousands of three primeUTR sequences during early zebrafish embryogenesis. UTR Seq revealed two temporal degradation programs: a maternally encoded early onset program and a late onset program that accelerated degradation post zygotic genome activation. Three signals regulated early onset rates: stabilizing poly U and UUAG sequences and destabilizing GC rich signals. Three signals explained late onset degradation: miR 430 seeds AU rich sequences and Pumilio recognition sites. Sequence based regression models translated three primeUTRs into their unique decay patterns and predicted the in vivo impact of sequence signals on mRNA stability. Their application led to the successful design of artificial three primeUTRs that conferred specific mRNA dynamics. UTR Seq provides a general strategy to uncover the rules of RNA cis regulation. Overall design: temporal expression profiles of reporter mRNAs from zebrafish embryos 7 replicates total or oocytes 2 replicates total. A total of five embryo replicates were collected using pre adenylated A+ reporters in three separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment a single sample was collected every hour between 1h to 10h and split into two post RNA extraction to produce two technical replicates techrep. In the third experiment two separate samples were collected every two hours between 2h to 10h to produce two same day biological replicates biorep. A total of two replicates were collected using non adenylated A reporters in two separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment rep samples were collected at 1h 2h 3h 4h 3 samples 6h 8h and 10h.,,pubmed:29225039,,techrep A+ uninjected.1,GSM2845319,,source name:zebrafish embryos|developmental stage:NA|tissue:embryo,techrep A+ uninjected.1,Library strategy: UTR Seq data 160nt reads was filtered to retain only sequences that contained both terminal adapter sequences with up to 10 mismatches and an insert of 90nt or longer. data 100nt reads was filtered to retain only sequences that contained the 5’ terminal adapter sequence with up to 10 mismatches and an insert of 62nt or longer. Bowtie2 was used to align retained reads to a reference set of all 90 000 synthetic oligonucleotide sequences The number of UMIs that were mapped to each oligonucleotide sequence was recorded and adjusted to represent the expected number of mRNA molecules in the sample. A generalized binomial linear regression model was fitted to counts of five control mRNAs that were added to samples at known quantities in 2 fold increments highest 50fg lowest 3.125fg and the resulting linear transformation was used to normalize UMI counts. Genome build: The file sequences.txt is a FASTA file with the oligonucleotide sequences used for real alignment. This file is available on the series record. Supplementary files format and content: tab delimited files of normalized mRNA levels,zebrafish embryos,Embryos/oocytes were removed from their chorion and injected with 50 80pg of reporter mRNAs at the one cell stage.,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known 3’UTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant 3’UTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant 3’UTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,Fertilized zebrafish eggs or oocytes were collected at 28C and kept in culture medium 5.03mM NaCl 0.17mM KCl 0.33mM CaCl2 0.33mM MgSo4 0.1% Methylene blue. A total of 20 40 injected embryos/oocytes were randomly collected per sample post ensuring that all embryos were at the same expected developmental stage.,developmental stage:NA|tissue:embryo,GSM2845319,GSM2845319: techrep A+ uninjected.1; Danio rerio; OTHER,GSM2845319,,1,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known three primeUTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant three primeUTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant three primeUTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,GEO Accession:GSM2845319,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina MiSeq,,SRP124609,,,AR01_S1.fastq.gz,fastq,298586232.0,1777299.0,GSM2845319 r1,0:168 1:0,A:97160368;C:64341107;G:58562707;T:78521174;N:876,168,0,,,97160368,64341107,58562707,78521174,876,SRX3374333,SRS2671560,SRA629220,GEO,Broad Institute,1,1e-05,,0.0,,0.99997,,0.0,,168,,T,,under 1.2% mapping rate,illumina,miseq,unknown,random_priming,unknown,bulk,unknown,unknown,,United States,2017-11-08,Zygote,Embryo,Embryo Imprecise,All anatomical structures 44694,SRR6268154,SRX3374322,SRS2671551,SRP124609,PRJNA417597,Massively parallel reporter assay of three primeUTR sequences identifies in vivo rules for mRNA degradation,GSE106677,Other,The stability of mRNAs is regulated by signals within their sequences but a systematic and predictive understanding of the underlying sequence rules remains elusive. Here we introduce UTR Seq a combination of massively parallel reporter assays and regression models to survey the dynamics of tens of thousands of three primeUTR sequences during early zebrafish embryogenesis. UTR Seq revealed two temporal degradation programs: a maternally encoded early onset program and a late onset program that accelerated degradation post zygotic genome activation. Three signals regulated early onset rates: stabilizing poly U and UUAG sequences and destabilizing GC rich signals. Three signals explained late onset degradation: miR 430 seeds AU rich sequences and Pumilio recognition sites. Sequence based regression models translated three primeUTRs into their unique decay patterns and predicted the in vivo impact of sequence signals on mRNA stability. Their application led to the successful design of artificial three primeUTRs that conferred specific mRNA dynamics. UTR Seq provides a general strategy to uncover the rules of RNA cis regulation. Overall design: temporal expression profiles of reporter mRNAs from zebrafish embryos 7 replicates total or oocytes 2 replicates total. A total of five embryo replicates were collected using pre adenylated A+ reporters in three separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment a single sample was collected every hour between 1h to 10h and split into two post RNA extraction to produce two technical replicates techrep. In the third experiment two separate samples were collected every two hours between 2h to 10h to produce two same day biological replicates biorep. A total of two replicates were collected using non adenylated A reporters in two separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment rep samples were collected at 1h 2h 3h 4h 3 samples 6h 8h and 10h.,,pubmed:29225039,,biorep A+ uninjected,GSM2845308,,source name:zebrafish embryos|developmental stage:NA|tissue:embryo,biorep A+ uninjected,Library strategy: UTR Seq data 160nt reads was filtered to retain only sequences that contained both terminal adapter sequences with up to 10 mismatches and an insert of 90nt or longer. data 100nt reads was filtered to retain only sequences that contained the 5’ terminal adapter sequence with up to 10 mismatches and an insert of 62nt or longer. Bowtie2 was used to align retained reads to a reference set of all 90 000 synthetic oligonucleotide sequences The number of UMIs that were mapped to each oligonucleotide sequence was recorded and adjusted to represent the expected number of mRNA molecules in the sample. A generalized binomial linear regression model was fitted to counts of five control mRNAs that were added to samples at known quantities in 2 fold increments highest 50fg lowest 3.125fg and the resulting linear transformation was used to normalize UMI counts. Genome build: The file sequences.txt is a FASTA file with the oligonucleotide sequences used for real alignment. This file is available on the series record. Supplementary files format and content: tab delimited files of normalized mRNA levels,zebrafish embryos,Embryos/oocytes were removed from their chorion and injected with 50 80pg of reporter mRNAs at the one cell stage.,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known 3’UTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant 3’UTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant 3’UTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,Fertilized zebrafish eggs or oocytes were collected at 28C and kept in culture medium 5.03mM NaCl 0.17mM KCl 0.33mM CaCl2 0.33mM MgSo4 0.1% Methylene blue. A total of 20 40 injected embryos/oocytes were randomly collected per sample post ensuring that all embryos were at the same expected developmental stage.,developmental stage:NA|tissue:embryo,GSM2845308,GSM2845308: biorep A+ uninjected; Danio rerio; OTHER,GSM2845308,,1,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known three primeUTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant three primeUTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant three primeUTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,GEO Accession:GSM2845308,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina MiSeq,,SRP124609,,,pool_S7.fastq.gz,fastq,818166560.0,5113541.0,GSM2845308 r1,0:160 1:0,A:256677558;C:187984574;G:154806708;T:218648792;N:48928,160,0,,,256677558,187984574,154806708,218648792,48928,SRX3374322,SRS2671551,SRA629220,GEO,Broad Institute,1,8e-05,,0.0,,0.99975,,0.5,,160,,T,,under 1.2% mapping rate,illumina,miseq,unknown,random_priming,unknown,bulk,unknown,unknown,,United States,2017-11-08,Zygote,Embryo,Embryo Imprecise,All anatomical structures 44704,SRR6268144,SRX3374312,SRS2671541,SRP124609,PRJNA417597,Massively parallel reporter assay of three primeUTR sequences identifies in vivo rules for mRNA degradation,GSE106677,Other,The stability of mRNAs is regulated by signals within their sequences but a systematic and predictive understanding of the underlying sequence rules remains elusive. Here we introduce UTR Seq a combination of massively parallel reporter assays and regression models to survey the dynamics of tens of thousands of three primeUTR sequences during early zebrafish embryogenesis. UTR Seq revealed two temporal degradation programs: a maternally encoded early onset program and a late onset program that accelerated degradation post zygotic genome activation. Three signals regulated early onset rates: stabilizing poly U and UUAG sequences and destabilizing GC rich signals. Three signals explained late onset degradation: miR 430 seeds AU rich sequences and Pumilio recognition sites. Sequence based regression models translated three primeUTRs into their unique decay patterns and predicted the in vivo impact of sequence signals on mRNA stability. Their application led to the successful design of artificial three primeUTRs that conferred specific mRNA dynamics. UTR Seq provides a general strategy to uncover the rules of RNA cis regulation. Overall design: temporal expression profiles of reporter mRNAs from zebrafish embryos 7 replicates total or oocytes 2 replicates total. A total of five embryo replicates were collected using pre adenylated A+ reporters in three separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment a single sample was collected every hour between 1h to 10h and split into two post RNA extraction to produce two technical replicates techrep. In the third experiment two separate samples were collected every two hours between 2h to 10h to produce two same day biological replicates biorep. A total of two replicates were collected using non adenylated A reporters in two separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment rep samples were collected at 1h 2h 3h 4h 3 samples 6h 8h and 10h.,,pubmed:29225039,,embryo A uninjected,GSM2845298,,source name:zebrafish embryos|developmental stage:NA|tissue:embryo,embryo A uninjected,Library strategy: UTR Seq data 160nt reads was filtered to retain only sequences that contained both terminal adapter sequences with up to 10 mismatches and an insert of 90nt or longer. data 100nt reads was filtered to retain only sequences that contained the 5’ terminal adapter sequence with up to 10 mismatches and an insert of 62nt or longer. Bowtie2 was used to align retained reads to a reference set of all 90 000 synthetic oligonucleotide sequences The number of UMIs that were mapped to each oligonucleotide sequence was recorded and adjusted to represent the expected number of mRNA molecules in the sample. A generalized binomial linear regression model was fitted to counts of five control mRNAs that were added to samples at known quantities in 2 fold increments highest 50fg lowest 3.125fg and the resulting linear transformation was used to normalize UMI counts. Genome build: The file sequences.txt is a FASTA file with the oligonucleotide sequences used for real alignment. This file is available on the series record. Supplementary files format and content: tab delimited files of normalized mRNA levels,zebrafish embryos,Embryos/oocytes were removed from their chorion and injected with 50 80pg of reporter mRNAs at the one cell stage.,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known 3’UTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant 3’UTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant 3’UTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,Fertilized zebrafish eggs or oocytes were collected at 28C and kept in culture medium 5.03mM NaCl 0.17mM KCl 0.33mM CaCl2 0.33mM MgSo4 0.1% Methylene blue. A total of 20 40 injected embryos/oocytes were randomly collected per sample post ensuring that all embryos were at the same expected developmental stage.,developmental stage:NA|tissue:embryo,GSM2845298,GSM2845298: embryo A uninjected; Danio rerio; OTHER,GSM2845298,,1,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known three primeUTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant three primeUTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant three primeUTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,GEO Accession:GSM2845298,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP124609,,,SPE_0xA_AR01.fastq.gz,fastq,700784500.0,7007845.0,GSM2845298 r1,0:100,A:232295406;C:134437574;G:139352563;T:194535978;N:162979,100,,,,232295406,134437574,139352563,194535978,162979,SRX3374312,SRS2671541,SRA629220,GEO,Broad Institute,1,4e-05,,0.0,,0.99987,,0.16666,,100,,T,,under 1.2% mapping rate,illumina,hiseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,United States,2017-11-08,Zygote,Embryo,Embryo Imprecise,All anatomical structures 44714,SRR6268134,SRX3374302,SRS2671533,SRP124609,PRJNA417597,Massively parallel reporter assay of three primeUTR sequences identifies in vivo rules for mRNA degradation,GSE106677,Other,The stability of mRNAs is regulated by signals within their sequences but a systematic and predictive understanding of the underlying sequence rules remains elusive. Here we introduce UTR Seq a combination of massively parallel reporter assays and regression models to survey the dynamics of tens of thousands of three primeUTR sequences during early zebrafish embryogenesis. UTR Seq revealed two temporal degradation programs: a maternally encoded early onset program and a late onset program that accelerated degradation post zygotic genome activation. Three signals regulated early onset rates: stabilizing poly U and UUAG sequences and destabilizing GC rich signals. Three signals explained late onset degradation: miR 430 seeds AU rich sequences and Pumilio recognition sites. Sequence based regression models translated three primeUTRs into their unique decay patterns and predicted the in vivo impact of sequence signals on mRNA stability. Their application led to the successful design of artificial three primeUTRs that conferred specific mRNA dynamics. UTR Seq provides a general strategy to uncover the rules of RNA cis regulation. Overall design: temporal expression profiles of reporter mRNAs from zebrafish embryos 7 replicates total or oocytes 2 replicates total. A total of five embryo replicates were collected using pre adenylated A+ reporters in three separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment a single sample was collected every hour between 1h to 10h and split into two post RNA extraction to produce two technical replicates techrep. In the third experiment two separate samples were collected every two hours between 2h to 10h to produce two same day biological replicates biorep. A total of two replicates were collected using non adenylated A reporters in two separate experiments. In the first experiment a sample was collected every hour between 1h to 8h and at 10h. In the second experiment rep samples were collected at 1h 2h 3h 4h 3 samples 6h 8h and 10h.,,pubmed:29225039,,embryo A+ uninjected,GSM2845288,,source name:zebrafish embryos|developmental stage:NA|tissue:embryo,embryo A+ uninjected,Library strategy: UTR Seq data 160nt reads was filtered to retain only sequences that contained both terminal adapter sequences with up to 10 mismatches and an insert of 90nt or longer. data 100nt reads was filtered to retain only sequences that contained the 5’ terminal adapter sequence with up to 10 mismatches and an insert of 62nt or longer. Bowtie2 was used to align retained reads to a reference set of all 90 000 synthetic oligonucleotide sequences The number of UMIs that were mapped to each oligonucleotide sequence was recorded and adjusted to represent the expected number of mRNA molecules in the sample. A generalized binomial linear regression model was fitted to counts of five control mRNAs that were added to samples at known quantities in 2 fold increments highest 50fg lowest 3.125fg and the resulting linear transformation was used to normalize UMI counts. Genome build: The file sequences.txt is a FASTA file with the oligonucleotide sequences used for real alignment. This file is available on the series record. Supplementary files format and content: tab delimited files of normalized mRNA levels,zebrafish embryos,Embryos/oocytes were removed from their chorion and injected with 50 80pg of reporter mRNAs at the one cell stage.,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known 3’UTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant 3’UTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant 3’UTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,Fertilized zebrafish eggs or oocytes were collected at 28C and kept in culture medium 5.03mM NaCl 0.17mM KCl 0.33mM CaCl2 0.33mM MgSo4 0.1% Methylene blue. A total of 20 40 injected embryos/oocytes were randomly collected per sample post ensuring that all embryos were at the same expected developmental stage.,developmental stage:NA|tissue:embryo,GSM2845288,GSM2845288: embryo A+ uninjected; Danio rerio; OTHER,GSM2845288,,1,Total RNA was isolated using TRIzol Invitrogen post adding 120fg of mRNA with 5 known three primeUTR control sequences into each RNA sample during the initial TRIzol lysis step. In the first step total RNA was reverse transcribed with Maxima RT Thermo Fisher and a gene specific primer that matched the constant three primeUTR of mRNA reporters. RT primer also added a random 8nt UMI and a constant RT adaptor sequence. In the second step resulting cDNA was amplified by 18 cycles of Phusion PCR with primers that matched the reporter's constant three primeUTR sequence and the RT adaptor. PCR primers also added the appropriate Illumina sample barcodes and sequencing. adaptors,GEO Accession:GSM2845288,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP124609,,,SPE_40xA_AR01.fastq.gz,fastq,861781700.0,8617817.0,GSM2845288 r1,0:100,A:284066965;C:166650973;G:172491916;T:238392534;N:179312,100,,,,284066965,166650973,172491916,238392534,179312,SRX3374302,SRS2671533,SRA629220,GEO,Broad Institute,1,5e-05,,0.0,,0.99985,,0.125,,100,,T,,under 1.2% mapping rate,illumina,hiseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,United States,2017-11-08,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49538,SRR8937006,SRX5717519,SRS4655939,SRP162876,PRJNA493828,Ybx1 binding sites and Ybx1 binding m5C sites in zebrafish embryo sample.,GSE120646,Other,The maternal to zygotic transition MZT is a conserved and fundamental process during which the embryo undergoes dramatic reprogramming to convert maternal environment to embryonic driven programing. However how the maternally supplied transcripts are dynamically regulated during MZT remains largely unknown. Herein through genome wide profiling of RNA 5 methylcytosine m5C in zebrafish early embryos we show that m5C methylated maternal mRNAs display higher stability during MZT. We identify that the Y box binding protein 1 Ybx1 prefers to recognizing m5C modified mRNAs through p p interaction with a key residue Trp45 in its cold shock domain CSD which plays essential roles in maternal mRNA stability and early embryogenesis of zebrafish. Cooperated with an mRNA stabilizer Pabpc1a Ybx1 promotes the stability of its target mRNAs in an m5C dependent manner. Our study demonstrates a novel mechanism of RNA m5C methylation regulated maternal mRNA stability during zebrafish MZT highlighting the critical role of m5C mRNA methylation in early development. Overall design: Examination of Ybx1 binding sites and Ybx1 binding m5C sites in zebrafish embryo. RIP seq: Briefly 500 zebrafish embryos at shield stage 4 hpf were resuspended with 2 ml lysis buffer 150 mM KCl 10 mM HEPES pH 7.6 2 mM EDTA 0.5% NP 40 0.5 mM DTT 1:100 protease inhibitor cocktail 0.4 U/μl RNasin by rotating at 4°C for 30 min and centrifuged at 15 000 g for 15 min. The supernatant was collected and pre cleared with protein A Dynabeads by rotation at 4°C for 1 h. 50 μl pre cleared embryo lysate was saved as Input and the left were incubated with affinity purified rabbit polyclonal anti Ybx1 antibody prepared by AbMax China and 30 μl Protein A Dynabeads for 4 h at 4°C or overnight. post washing with1 ml ice cold NT2 buffer 200 mM NaCl 50 mM HEPES pH 7.6 2 mM EDTA 0.05% NP 40 0.5 mM DTT 0.4U/µl RNasin for eight times and once with 1ml ice cold 1× PK buffer 100 mM Tris HCl pH 7.4 50 mM NaCl 10 mM EDTA 0.2% SDS the beads was treated in 200 ul PK buffer containing 20 ul proteinase K Roche 0311582001 for 1 h at 55°C. The solution was collected and subjected to RNA extraction with Acid Phenol: ChCl3 pH4.34.7 and ethanol precipitation. The Input RNA was extracted by using TRIzol reagent. Both the Input and IP RNA were treated by TURBOâ„¢ DNase Invitrogen AM2238. iCLIP seq: 1000 zebrafish embryos at 4 hpf were irradiated twice with 0.8 J/cm2 Stratalinker 2400 Stratagene lysed and subjected to mild fragmentation. Crosslinked RNA protein complexes were immunoprecipated using polyclonal Ybx1 antibody Abmax and protein A dynabeads. RNA was extracted and subjected to library construction using Smarter smRNA Seq kit Takara. All the libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 150 bp. RNA RIP BisSeq: Briefly 500 zebrafish embryos at shield stage 4 hpf were resuspended with 2 ml lysis buffer 150 mM KCl 10 mM HEPES pH 7.6 2 mM EDTA 0.5% NP 40 0.5 mM DTT 1:100 protease inhibitor cocktail 0.4 U/μl RNasin by rotating at 4°C for 30 min and centrifuged at 15 000 g for 15 min. The supernatant was collected and pre cleared with protein A Dynabeads by rotation at 4°C for 1 h. 50 μl pre cleared embryo lysate was saved as Input and the left were incubated with affinity purified rabbit polyclonal anti Ybx1 antibody prepared by AbMax China and 30 μl Protein A Dynabeads for 4 h at 4°C or overnight. post washing with1 ml ice cold NT2 buffer 200 mM NaCl 50 mM HEPES pH 7.6 2 mM EDTA 0.05% NP 40 0.5 mM DTT 0.4U/µl RNasin for eight times and once with 1ml ice cold 1× PK buffer 100 mM Tris HCl pH 7.4 50 mM NaCl 10 mM EDTA 0.2% SDS the beads was treated in 200 ul PK buffer containing 20 ul proteinase K Roche 0311582001 for 1 h at 55°C. The solution was collected and subjected to RNA extraction with Acid Phenol: ChCl3 pH4.34.7 and ethanol precipitation. The purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 ?l nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer?s instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp.,parent bioproject:PRJNA534030,,,RIP BS 0hpf,GSM3732426,,source name:Zebrafish embryo|strain:AB strain|age:0 hpf|tissue:whole embryo|rip antibody:polyclonal anti Ybx1 antibody,RIP BS 0hpf,library strategy: RNA RIP BisSeq Reads were aligned to the zv9 genome assembly using meRanTK v1.2.0 m5C sites were called by meRanCall v1.2.0 and annotated by applying BEDTools’ intersectBed. MACS2 v2.1.1 were used for the peak calling and peaks were annotated by applying BEDTools’ intersectBed. Genome build: zv9 Supplementary files format and content: Ybx1 binding m5C sites in one biological replicates.,Zebrafish embryo,,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 μl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer’s instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp.,,strain:AB strain|age:0 hpf|tissue:whole embryo|rip antibody:polyclonal anti Ybx1 antibody,GSM3732426,GSM3732426: RIP BS 0hpf; Danio rerio; OTHER,GSM3732426,,1,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 μl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer's instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp.,GEO Accession:GSM3732426,OTHER,TRANSCRIPTOMIC,other,PAIRED,ILLUMINA,Illumina HiSeq 2500,,SRP162876,,,RIP-BS_0hpf_R1.fastq.gz RIP-BS_0hpf_R2.fastq.gz,fastq fastq,41224496700.0,137414989.0,GSM3732426 r1,0:150 1:150,A:11515809359;C:9072060634;G:9856717145;T:10775122637;N:4786925,150,150,,,11515809359,9072060634,9856717145,10775122637,4786925,SRX5717519,SRS4655939,SRA786939,GEO,Beijing Institute of Genomics (BIG) of Chinese Academy of Sciences (CAS),2,0.00575,0.00421,0.00122,0.00083,0.99738,0.99801,0.70652,0.78053,150,150,T,T,mates < 9% mapping rate,illumina,hiseq_era,full_length,random_priming,smarter,bulk,clip,iclip,,China,2019-04-22,Zygote,Embryo,Whole Organism,All anatomical structures 49563,SRR7942622,SRX4776887,SRS3857428,SRP162875,PRJNA493829,m5C profiles in zebrafish embryo sample.,GSE120645,Other,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 µl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer's instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp. Overall design: Examination of m5C levels in zebrafish embryo.,,,,WT 0hpf m5C rep2,GSM3406888,,source name:Zebrafish embryo|strain:AB strain|cell type:Zebrafish embryo|age:0 hpf|tissue:whole embryo,WT 0hpf m5C rep2,Reads were aligned to the zv9 and hg19 genome assembly using meRanTK v1.2.0 m5C sites were called by meRanCall v1.2.0 and annotated by applying BEDTools’ intersectBed. Genome build: zv9 and hg19 Supplementary files format and content: m5C sites in two biological replicates.,Zebrafish embryo,,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 μl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer’s instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp. RNA BisSeq,,strain:AB strain|cell type:Zebrafish embryo|age:0 hpf|tissue:whole embryo,GSM3406888,GSM3406888: WT 0hpf m5C rep2; Danio rerio; OTHER,GSM3406888,,1,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 μl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer's instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp. RNA BisSeq,GEO Accession:GSM3406888,OTHER,TRANSCRIPTOMIC,other,PAIRED,ILLUMINA,Illumina HiSeq 2500,,SRP162875,,,WT_0hpf_rep2_m5C_R1.fastq.gz WT_0hpf_rep2_m5C_R2.fastq.gz,fastq fastq,21201784250.0,84807137.0,GSM3406888 r1,0:125 1:125,A:7176675495;C:3469343240;G:3951404122;T:6579575790;N:24785603,125,125,,,7176675495,3469343240,3951404122,6579575790,24785603,SRX4776887,SRS3857428,SRA786937,GEO,Beijing Institute of Genomics (BIG) of Chinese Academy of Sciences (CAS),2,0.00074,0.00077,0.00015,0.00015,0.99835,0.99829,0.62037,0.64035,125,125,T,T,mates < 9% mapping rate,illumina,hiseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2018-09-28,Zygote,Embryo,Whole Organism,All anatomical structures 49564,SRR7942621,SRX4776886,SRS3857426,SRP162875,PRJNA493829,m5C profiles in zebrafish embryo sample.,GSE120645,Other,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 µl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer's instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp. Overall design: Examination of m5C levels in zebrafish embryo.,,,,WT 0hpf m5C rep1,GSM3406887,,source name:Zebrafish embryo|strain:AB strain|cell type:Zebrafish embryo|age:0 hpf|tissue:whole embryo,WT 0hpf m5C rep1,Reads were aligned to the zv9 and hg19 genome assembly using meRanTK v1.2.0 m5C sites were called by meRanCall v1.2.0 and annotated by applying BEDTools’ intersectBed. Genome build: zv9 and hg19 Supplementary files format and content: m5C sites in two biological replicates.,Zebrafish embryo,,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 μl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer’s instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp. RNA BisSeq,,strain:AB strain|cell type:Zebrafish embryo|age:0 hpf|tissue:whole embryo,GSM3406887,GSM3406887: WT 0hpf m5C rep1; Danio rerio; OTHER,GSM3406887,,1,Total RNA was isolated from zebrafish embryos harvested at different stages using TRIzol® Reagent Ambion. mRNA was extracted with using Dynabeads® mRNA Purification Kit Ambion and subjected to TURBO™ DNase Invitrogen treatment at 37°C for 30 min and ethanol precipitation. Thus purified mRNA was used for RNA BisSeq library construction. Thus purified mRNA was used for RNA BisSeq library construction. Around 200 ng mRNA premixed with the in vitro transcribed Dhfr mRNA at a ratio of 300:1 Dhfr mRNA serves as methylation conversion control was fragmented to 100 nt fragments for 1 min at 90°C in 10× RNA Fragmentation Reagent Ambion then stopped by 10× RNA stop solution Ambion and precipitated with 100% ethanol. The RNA pellet was resuspended in 100 µl bisulfite solution pH 5.1 which is a 100:1 mixture of 40% sodium bisulfite Sigma and 600 µM hydroquinone Sigma and subjected to heat incubation at 75°C for 4.5 h. The reaction mixture was desalted by passing through Nanosep with 3K Omega 500/pk columns PALL Corporation with centrifugation. post washed with nuclease free water and centrifuged for five times the RNA was finally disolved in 75 μl nuclease free water and then desulfonated by incubation with an equal volume of 1 M Tris HCl pH 9.0 at 75 °C for 1 h. post ethanol precipitation the RNA was resuspended in 11 µl of RNase free water and subjected to library construction. Reverse transcription was carried out with superscript II Reverse Transcriptase Invitrogen and ACT random hexamers. The following procedures were performed with the KAPA Stranded mRNA Seq Kit KAPA according to the manufacturer's instructions.Libraries were sequenced using HiSeq2500 Illumina in paired read mode creating reads with a length of 125 bp. RNA BisSeq,GEO Accession:GSM3406887,OTHER,TRANSCRIPTOMIC,other,PAIRED,ILLUMINA,Illumina HiSeq 2500,,SRP162875,,,WT_0hpf_rep1_m5C_R1.fastq.gz WT_0hpf_rep1_m5C_R2.fastq.gz,fastq fastq,25405235500.0,101620942.0,GSM3406887 r1,0:125 1:125,A:8768618269;C:3912734696;G:4276708166;T:8422886588;N:24287781,125,125,,,8768618269,3912734696,4276708166,8422886588,24287781,SRX4776886,SRS3857426,SRA786937,GEO,Beijing Institute of Genomics (BIG) of Chinese Academy of Sciences (CAS),2,0.0011,0.00103,0.00022,0.00018,0.9977,0.99786,0.60493,0.60256,125,125,T,T,mates < 9% mapping rate,illumina,hiseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2018-09-28,Zygote,Embryo,Whole Organism,All anatomical structures 49603,SRR7947895,SRX4781855,SRS3862047,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,1 cell NAIN3 icSHAPE,GSM3409379,,source name:1 cell NAIN3|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,1 cell NAIN3 icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,1 cell NAIN3,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,GSM3409379,GSM3409379: 1 cell NAIN3; Danio rerio; OTHER,GSM3409379,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409379,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,1-cell_NAIN3_rep1.fastq.gz,fastq,99090115350.0,660600769.0,GSM3409379 r1,0:150 1:0,A:27532157732;C:24798945523;G:22046350479;T:24700708479;N:11953137,150,0,,,27532157732,24798945523,22046350479,24700708479,11953137,SRX4781855,SRS3862047,SRA787572,GEO,"Life Science, Tsinghua University",1,0.02566,,0.0042,,0.95467,,0.70522,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49604,SRR7947896,SRX4781855,SRS3862047,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,1 cell NAIN3 icSHAPE,GSM3409379,,source name:1 cell NAIN3|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,1 cell NAIN3 icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,1 cell NAIN3,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,GSM3409379,GSM3409379: 1 cell NAIN3; Danio rerio; OTHER,GSM3409379,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409379,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,1-cell_NAIN3_rep2.fastq.gz,fastq,97797667950.0,651984453.0,GSM3409379 r2,0:150 1:0,A:28116666638;C:24142558968;G:22646127152;T:22878466770;N:13848422,150,0,,,28116666638,24142558968,22646127152,22878466770,13848422,SRX4781855,SRS3862047,SRA787572,GEO,"Life Science, Tsinghua University",1,0.04751,,0.01101,,0.93523,,0.66405,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49605,SRR7947893,SRX4781854,SRS3862045,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,1 cell DMSO icSHAPE,GSM3409378,,source name:1 cell DMSO|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,1 cell DMSO icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,1 cell DMSO,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,GSM3409378,GSM3409378: 1 cell DMSO; Danio rerio; OTHER,GSM3409378,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409378,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,1-cell_DMSO_rep1.fastq.gz,fastq,53051740800.0,353678272.0,GSM3409378 r1,0:150 1:0,A:15070372271;C:13634992007;G:11412296093;T:12928880499;N:5199930,150,0,,,15070372271,13634992007,11412296093,12928880499,5199930,SRX4781854,SRS3862045,SRA787572,GEO,"Life Science, Tsinghua University",1,0.09494,,0.00879,,0.90319,,0.66624,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49606,SRR7947894,SRX4781854,SRS3862045,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,1 cell DMSO icSHAPE,GSM3409378,,source name:1 cell DMSO|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,1 cell DMSO icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,1 cell DMSO,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0.4hpf,GSM3409378,GSM3409378: 1 cell DMSO; Danio rerio; OTHER,GSM3409378,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409378,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,1-cell_DMSO_rep2.fastq.gz,fastq,63247728900.0,421651526.0,GSM3409378 r2,0:150 1:0,A:18082840284;C:14901926799;G:14919348528;T:15334620404;N:8992885,150,0,,,18082840284,14901926799,14919348528,15334620404,8992885,SRX4781854,SRS3862045,SRA787572,GEO,"Life Science, Tsinghua University",1,0.07037,,0.00751,,0.91662,,0.68677,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49607,SRR7947891,SRX4781853,SRS3862046,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,fertilized egg NAIN3 icSHAPE,GSM3409377,,source name:fertilized egg NAIN3|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,fertilized egg NAIN3 icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,fertilized egg NAIN3,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,GSM3409377,GSM3409377: fertilized egg NAIN3; Danio rerio; OTHER,GSM3409377,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409377,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,fertilized_egg_NAIN3_rep1.fastq.gz,fastq,142104356700.0,947362378.0,GSM3409377 r1,0:150 1:0,A:43254172321;C:33297470356;G:29006285816;T:36529804597;N:16623610,150,0,,,43254172321,33297470356,29006285816,36529804597,16623610,SRX4781853,SRS3862046,SRA787572,GEO,"Life Science, Tsinghua University",1,0.02945,,0.00559,,0.95875,,0.73322,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49608,SRR7947892,SRX4781853,SRS3862046,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,fertilized egg NAIN3 icSHAPE,GSM3409377,,source name:fertilized egg NAIN3|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,fertilized egg NAIN3 icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,fertilized egg NAIN3,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,GSM3409377,GSM3409377: fertilized egg NAIN3; Danio rerio; OTHER,GSM3409377,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409377,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,fertilized_egg_NAIN3_rep2.fastq.gz,fastq,116798258100.0,778655054.0,GSM3409377 r2,0:150 1:0,A:35299190309;C:27819081594;G:24802574513;T:28860009513;N:17402171,150,0,,,35299190309,27819081594,24802574513,28860009513,17402171,SRX4781853,SRS3862046,SRA787572,GEO,"Life Science, Tsinghua University",1,0.04759,,0.01267,,0.94483,,0.69919,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49609,SRR7947889,SRX4781852,SRS3862044,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,fertilized egg DMSO icSHAPE,GSM3409376,,source name:fertilized egg DMSO|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,fertilized egg DMSO icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,fertilized egg DMSO,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,GSM3409376,GSM3409376: fertilized egg DMSO; Danio rerio; OTHER,GSM3409376,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409376,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,fertilized_egg_DMSO_rep1.fastq.gz,fastq,34356249600.0,229041664.0,GSM3409376 r1,0:150 1:0,A:9379426193;C:8993497696;G:7413604416;T:8565620110;N:4101185,150,0,,,9379426193,8993497696,7413604416,8565620110,4101185,SRX4781852,SRS3862044,SRA787572,GEO,"Life Science, Tsinghua University",1,0.03911,,0.0035,,0.9441,,0.74394,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 49610,SRR7947890,SRX4781852,SRS3862044,SRP163087,PRJNA494251,Dynamic landscapes and regulome of mRNA structure during zebrafish early embryogenesis,GSE120724,Other,We resolved the RNA secondary structure during zebrafish early embryogenesis based on in vivo click selective 2' hydroxyl acylation and profiling experiment icSHAPE. We analyzed the RNA structure dynamics among different development stages. Also we studied which factors regulate maternal gene decay by RNA structure switch. Overall design: icSHAPE of 12 samples from zebrafish embryos at six different early development stages and 4 samples from Elavl1a deficient zebrafish embryos at sphere and shield stages including two treated with DMSO as control and two treated with NAIN3 for each stage or condition. RNA seq of 6 samples from zebrafish embryos at 2 4 6 h.p.f. and 4 samples from Elavl1a deficient zebrafish embryos at 4 and 6 h.p.f. including two biological replicates. iCLIP seq of 4 samples from flag elavl1a mRNA injected zebrafish embryos at xxx and 6 h.p.f. including two biological replicates.,,pubmed:32423473,,fertilized egg DMSO icSHAPE,GSM3409376,,source name:fertilized egg DMSO|strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,fertilized egg DMSO icSHAPE,Library strategy: icSHAPE icSHAPE computational pipeline reference: PubMedID: 26766114 DOI: 10.1038/nprot.2016.011 trimmed three prime adaptor from reads by cutadapt trimmed low quality bases by trimmomatic collapsed duplicated reads as icSHAPE pipeline trimmed the leading 13nt UMI mapping reads to zebrafish reference transcriptomez10 by bowtie2 using the same parameters in icSHAPE pipeline calculate rpkm as icshape pipeline calculate reverse transcription stop sitesRT stop as icshape pipeline RT stop was normalized by using sliding window then icSHAPE score was calculated as icshape pipeline Genome build: z10 Supplementary files format and content: tab delimited text files for icshape files. First column is the Refseq ID second is transcript length third is RPKM then every column is the nucleotide resolution icSHAPE score. NULL means no confident score. Tab delimited text files for read counts and rpkm files. First column is the Refseq ID second is transcript length third is the unique mapped reads count fourth is the mulitple mapped reads count fifth is the RPKM.,fertilized egg DMSO,For in vivo treatment cells was incubated with NAI N3 or DMSO at 28.5 C for 5min.,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen.To enrich polyA RNA the total RNA was subjected to polyA selection. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before 3’ adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM 5’ adenylated and 3’ blocked linker 3’ bio for unmodified 3’ ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl 5’ Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer’s protocol.,Zebrafish wild type strain AB was raised in system water at 28.5°C under standard conditions.,strain:AB|tissue:zebrafish embryos|genotype/variation:normal zebrafish embryos cells|age:0hpf,GSM3409376,GSM3409376: fertilized egg DMSO; Danio rerio; OTHER,GSM3409376,,1,The RNA or modified RNA was extracted or cleaned up and eluted in RNase free water by using TRIzol® Reagent invitrogen. For icSHAPE the in vivo modified RNA and unmodified RNA were biotinylated by copper free click reaction followed by fragmentation. The fragmented RNA was end repaired by incubation at 37°C for 1 hours with the following mix 70 mM Tris 7.0 18mM MgCl2 5mM DTT 4 U/µl RiboLock 0.1 U/µl FastAP Life Technology 2 U/µl T4 PNKNEB before three prime adapter ligation with addition of 10 µl ligation mix 5mM DTT 0.5µM five prime adenylated and three prime blocked linker three prime bio for unmodified three prime ddc for modified 0.66 U/µl T4 RNA ligase NEB M0437M 15% PEG8000 1X RNA ligase buffer and incubation at 25°C for extra 3 hours. Then the excess adaptor was removed as described below. The purified RNA was incubated in the mix of 1µl FastAP 0.2µl SSB Promega 0.8µl Ribolock and 1µl five prime Deadenylase NEB in 1X NEB buffer 2 NEB at 30°C for 90 min. And then 1µl RecJf NEB was added with another incubation at 37°C for 1 hour. The following procedures including reverse transcription biotin streptavadin enrichment size selection of cDNA circularization and PCR amplification were the same as described in the standard protocol. For RNA seq, Fragmented mRNA was used for library construction using the KAPA Stranded mRNA Seq Kit KAPA according to manufacturer's protocol.,GEO Accession:GSM3409376,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 2500,,SRP163087,,,fertilized_egg_DMSO_rep2.fastq.gz,fastq,44580988350.0,297206589.0,GSM3409376 r2,0:150 1:0,A:12959202147;C:11011600906;G:9852124926;T:10754108697;N:3951674,150,0,,,12959202147,11011600906,9852124926,10754108697,3951674,SRX4781852,SRS3862044,SRA787572,GEO,"Life Science, Tsinghua University",1,0.05584,,0.00851,,0.93604,,0.7312,,150,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,clip,iclip,,China,2018-10-01,Zygote,Embryo,Embryo Imprecise,All anatomical structures 51155,SRR8552547,SRX5354343,SRS4345561,SRP184786,PRJNA521558,Brd4 and p300 confer transcriptional competency during zygotic genome activation,PRJNA521558,Other,The awakening of the genome post fertilization is a cornerstone of animal development. However the mechanisms that activate the silent genome post fertilization are poorly understood. Here we show that transcriptional competency in zebrafish is regulated by Brd4 and p300 dependent histone acetylation. Live imaging of transcription revealed that genome activation begins at the miR 430 locus is gradual and stochastic. We show that genome activation does not require slow down of the cell cycle and is regulated through translation of maternally inherited mRNAs. Among these the enhancer regulators p300 and Brd4 can prematurely activate transcription and restore transcriptional competency when maternal mRNA translation is blocked whereas inhibiting histone acetylation blocks genome activation. We conclude that p300 and Brd4 are sufficient to trigger genome wide transcriptional competency by regulating histone acetylation on the first zygotic genes in zebrafish. This mechanism is critical to initiating zygotic development and developmental reprogramming.,,,,RPF WT 0h Cycloheximide Ribo RPF,RPF WT 0h CHX R RPF AGN000073,,strain:TU/AB|age:0.0|dev stage:1cell|sex:pooled male and female|tissue:embryo|treatment:cyclohex|molecule:RNA|selection:r |condition:RPF|sample ref:AGS000069|replicate ref:AGN000073|replicate order:1|BioSampleModel:Model organism or animal,,,,,,,,,RPF WT 0h Cycloheximide Ribo RPF,AGR000135,AGR000135,RNA,,,OTHER,TRANSCRIPTOMIC,unspecified,SINGLE,ILLUMINA,Illumina HiSeq 2000,,SRP184786,,,AGR000135_R1.fastq.gz,fastq,2161849320.0,30025685.0,AGR000135 R1.fastq.gz,0:72,A:645981607;C:467229372;G:514731353;T:527710797;N:6196191,72,,,,645981607,467229372,514731353,527710797,6196191,SRX5354343,SRS4345561,SRA847217,Yale_Giraldez|Genetics,Yale_Giraldez_Group,1,0.0,,0.0,,1.0,,,,72,,T,,under 1.2% mapping rate,illumina,hiseq_era,unknown,unknown,unknown,bulk,unknown,unknown,,United States,2019-02-08,Zygote,Embryo,Embryo Imprecise,All anatomical structures 59512,SRR11924307,SRX8469983,SRS6770634,SRP265951,PRJNA637293,The shift from early to late types of ribosomes in zebrafish development involves changes at a subset of rRNA 2' O Me sites,GSE151797,Other,A sequencing based profiling method RiboMeth seq for ribose methylations was used to study methylation patterns during Zebrafish Danio rerio development Overall design: All samples were analyzed in biological triplicates except for adult tail trunk that was in duplicate.,,pubmed:32912962,,Unf egg 3,GSM4591051,,source name:unfertilized egg|tissue:unfertilized egg|rna fraction:size fractionated 20 40 nt whole cell RNA,Unf egg 3,Library strategy: RiboMeth seq Barcode separation using python script Adaptor trimming using Cutadapt v. 2.0 Mapping to rRNA reference sequence using Bowtie2 v. 2.3.4.1 Counting read ends and calculating RiboMeth seq scores using python scripts The output FASTA files from small RNA seq were merged and used as the basis of the SNORD search and rRNA interaction prediction. Initially SNORDs were identified by running the merged FASTA file through snoScan Schattner et al. 2005 against zebrafish early and late rRNA reference sequences Locati et al. 2017. Genome build: early and late zebrafish rRNA locati et al. The reference sequences are available in the FASTA file on the series record. Supplementary files format and content: MS Excel file contains five prime and three prime read count and calculated RiboMeth seq score at all positions in the rRNA sequence.,unfertilized egg,,Tissues were homogenized and whole cell RNA was extracted using Qiazol Qiagen according to the manufacturer. RiboMeth seq: 5 10 ug of RNA was partially degraded by alkaline at denaturing temperatures. The size fraction 20 40 nt was purified on gels and linkers added using a system relying on a modified Arabidopsis tRNA ligase joining 2' three prime cyclic phosphate and five prime phosphate ends. The library fragments were then sequenced on the Ion Proton platform. See Birkedal U Christensen Dalsgaard M Krogh N Sabarinathan R Gorodkin J Nielsen H. Profiling of ribose methylations in RNA by high throughput sequencing. Angewandte Chemie. 2015;542:451 5 for detailed description,,tissue:unfertilized egg|rna fraction:size fractionated 20 40 nt whole cell RNA,GSM4591051,GSM4591051: Unf egg 3; Danio rerio; OTHER,GSM4591051,,1,Tissues were homogenized and whole cell RNA was extracted using Qiazol Qiagen according to the manufacturer. RiboMeth seq: 5 10 ug of RNA was partially degraded by alkaline at denaturing temperatures. The size fraction 20 40 nt was purified on gels and linkers added using a system relying on a modified Arabidopsis tRNA ligase joining 2' three prime cyclic phosphate and five prime phosphate ends. The library fragments were then sequenced on the Ion Proton platform. See Birkedal U Christensen Dalsgaard M Krogh N Sabarinathan R Gorodkin J Nielsen H. Profiling of ribose methylations in RNA by high throughput sequencing. Angewandte Chemie. 2015;542:451 5 for detailed description,GEO Accession:GSM4591051,OTHER,TRANSCRIPTOMIC,other,SINGLE,ION_TORRENT,Ion Torrent Proton,,SRP265951,,intentional duplicate,GSE151797_Reference_sequence.fa Unf_egg_3.bam,bam bam,149835556.0,5777340.0,GSM4591051 r1,0:25.94,A:27873539;C:50837956;G:37710769;T:33413292;N:0,25,,,,27873539,50837956,37710769,33413292,0,SRX8469983,SRS6770634,SRA1083099,GEO,"RNA Group - Prof. Henrik Nielsen, Department of Cellular and Molecular Medicine, University of Copenhagen",1,0.74561,,0.22616,,0.89441,,0.76897,,34,,B,,usable mapping rate,ion_torrent,ion_torrent,5prime,small_rna,unknown,bulk,unknown,unknown,,Denmark,2020-06-04,Zygote,Embryo,Oocyte,Reproductive System 59513,SRR11924305,SRX8469982,SRS6770633,SRP265951,PRJNA637293,The shift from early to late types of ribosomes in zebrafish development involves changes at a subset of rRNA 2' O Me sites,GSE151797,Other,A sequencing based profiling method RiboMeth seq for ribose methylations was used to study methylation patterns during Zebrafish Danio rerio development Overall design: All samples were analyzed in biological triplicates except for adult tail trunk that was in duplicate.,,pubmed:32912962,,Unf egg 2,GSM4591050,,source name:unfertilized egg|tissue:unfertilized egg|rna fraction:size fractionated 20 40 nt whole cell RNA,Unf egg 2,Library strategy: RiboMeth seq Barcode separation using python script Adaptor trimming using Cutadapt v. 2.0 Mapping to rRNA reference sequence using Bowtie2 v. 2.3.4.1 Counting read ends and calculating RiboMeth seq scores using python scripts The output FASTA files from small RNA seq were merged and used as the basis of the SNORD search and rRNA interaction prediction. Initially SNORDs were identified by running the merged FASTA file through snoScan Schattner et al. 2005 against zebrafish early and late rRNA reference sequences Locati et al. 2017. Genome build: early and late zebrafish rRNA locati et al. The reference sequences are available in the FASTA file on the series record. Supplementary files format and content: MS Excel file contains five prime and three prime read count and calculated RiboMeth seq score at all positions in the rRNA sequence.,unfertilized egg,,Tissues were homogenized and whole cell RNA was extracted using Qiazol Qiagen according to the manufacturer. RiboMeth seq: 5 10 ug of RNA was partially degraded by alkaline at denaturing temperatures. The size fraction 20 40 nt was purified on gels and linkers added using a system relying on a modified Arabidopsis tRNA ligase joining 2' three prime cyclic phosphate and five prime phosphate ends. The library fragments were then sequenced on the Ion Proton platform. See Birkedal U Christensen Dalsgaard M Krogh N Sabarinathan R Gorodkin J Nielsen H. Profiling of ribose methylations in RNA by high throughput sequencing. Angewandte Chemie. 2015;542:451 5 for detailed description,,tissue:unfertilized egg|rna fraction:size fractionated 20 40 nt whole cell RNA,GSM4591050,GSM4591050: Unf egg 2; Danio rerio; OTHER,GSM4591050,,1,Tissues were homogenized and whole cell RNA was extracted using Qiazol Qiagen according to the manufacturer. RiboMeth seq: 5 10 ug of RNA was partially degraded by alkaline at denaturing temperatures. The size fraction 20 40 nt was purified on gels and linkers added using a system relying on a modified Arabidopsis tRNA ligase joining 2' three prime cyclic phosphate and five prime phosphate ends. The library fragments were then sequenced on the Ion Proton platform. See Birkedal U Christensen Dalsgaard M Krogh N Sabarinathan R Gorodkin J Nielsen H. Profiling of ribose methylations in RNA by high throughput sequencing. Angewandte Chemie. 2015;542:451 5 for detailed description,GEO Accession:GSM4591050,OTHER,TRANSCRIPTOMIC,other,SINGLE,ION_TORRENT,Ion Torrent Proton,,SRP265951,,intentional duplicate,GSE151797_Reference_sequence.fa Unf_egg_2.bam,bam bam,235014832.0,8915586.0,GSM4591050 r1,0:26.36,A:43825969;C:79775479;G:60531219;T:50882165;N:0,26,,,,43825969,79775479,60531219,50882165,0,SRX8469982,SRS6770633,SRA1083099,GEO,"RNA Group - Prof. Henrik Nielsen, Department of Cellular and Molecular Medicine, University of Copenhagen",1,0.78414,,0.23044,,0.90352,,0.76934,,40,,B,,usable mapping rate,ion_torrent,ion_torrent,5prime,small_rna,unknown,bulk,unknown,unknown,,Denmark,2020-06-04,Zygote,Embryo,Oocyte,Reproductive System 59514,SRR11924304,SRX8469981,SRS6770632,SRP265951,PRJNA637293,The shift from early to late types of ribosomes in zebrafish development involves changes at a subset of rRNA 2' O Me sites,GSE151797,Other,A sequencing based profiling method RiboMeth seq for ribose methylations was used to study methylation patterns during Zebrafish Danio rerio development Overall design: All samples were analyzed in biological triplicates except for adult tail trunk that was in duplicate.,,pubmed:32912962,,Unf egg 1,GSM4591049,,source name:unfertilized egg|tissue:unfertilized egg|rna fraction:size fractionated 20 40 nt whole cell RNA,Unf egg 1,Library strategy: RiboMeth seq Barcode separation using python script Adaptor trimming using Cutadapt v. 2.0 Mapping to rRNA reference sequence using Bowtie2 v. 2.3.4.1 Counting read ends and calculating RiboMeth seq scores using python scripts The output FASTA files from small RNA seq were merged and used as the basis of the SNORD search and rRNA interaction prediction. Initially SNORDs were identified by running the merged FASTA file through snoScan Schattner et al. 2005 against zebrafish early and late rRNA reference sequences Locati et al. 2017. Genome build: early and late zebrafish rRNA locati et al. The reference sequences are available in the FASTA file on the series record. Supplementary files format and content: MS Excel file contains five prime and three prime read count and calculated RiboMeth seq score at all positions in the rRNA sequence.,unfertilized egg,,Tissues were homogenized and whole cell RNA was extracted using Qiazol Qiagen according to the manufacturer. RiboMeth seq: 5 10 ug of RNA was partially degraded by alkaline at denaturing temperatures. The size fraction 20 40 nt was purified on gels and linkers added using a system relying on a modified Arabidopsis tRNA ligase joining 2' three prime cyclic phosphate and five prime phosphate ends. The library fragments were then sequenced on the Ion Proton platform. See Birkedal U Christensen Dalsgaard M Krogh N Sabarinathan R Gorodkin J Nielsen H. Profiling of ribose methylations in RNA by high throughput sequencing. Angewandte Chemie. 2015;542:451 5 for detailed description,,tissue:unfertilized egg|rna fraction:size fractionated 20 40 nt whole cell RNA,GSM4591049,GSM4591049: Unf egg 1; Danio rerio; OTHER,GSM4591049,,1,Tissues were homogenized and whole cell RNA was extracted using Qiazol Qiagen according to the manufacturer. RiboMeth seq: 5 10 ug of RNA was partially degraded by alkaline at denaturing temperatures. The size fraction 20 40 nt was purified on gels and linkers added using a system relying on a modified Arabidopsis tRNA ligase joining 2' three prime cyclic phosphate and five prime phosphate ends. The library fragments were then sequenced on the Ion Proton platform. See Birkedal U Christensen Dalsgaard M Krogh N Sabarinathan R Gorodkin J Nielsen H. Profiling of ribose methylations in RNA by high throughput sequencing. Angewandte Chemie. 2015;542:451 5 for detailed description,GEO Accession:GSM4591049,OTHER,TRANSCRIPTOMIC,other,SINGLE,ION_TORRENT,Ion Torrent Proton,,SRP265951,,intentional duplicate,GSE151797_Reference_sequence.fa Unf_egg_1.bam,bam bam,245529952.0,9182415.0,GSM4591049 r1,0:26.74,A:46557080;C:80893860;G:66050448;T:52028564;N:0,26,,,,46557080,80893860,66050448,52028564,0,SRX8469981,SRS6770632,SRA1083099,GEO,"RNA Group - Prof. Henrik Nielsen, Department of Cellular and Molecular Medicine, University of Copenhagen",1,0.87423,,0.27943,,0.91721,,0.76816,,37,,B,,usable mapping rate,ion_torrent,ion_torrent,5prime,small_rna,unknown,bulk,unknown,unknown,,Denmark,2020-06-04,Zygote,Embryo,Oocyte,Reproductive System