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 70382,SRR19762944,SRX15807635,SRS13499606,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,ZF Ko H5 EW20,GSM6256878,,source name:cpsf6 / 6dpf head|tissue:head|genotype:cpsf6 / |treatment:N1,ZF Ko H5 EW20,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,cpsf6 / 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:cpsf6 / |treatment:N1,GSM6256878,GSM6256878: ZF Ko H5 EW20; Danio rerio; OTHER,GSM6256878 r1,GSM6256878,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,ZF_Ko_H5_EW20_R1.fastq.gz,fastq,3464837420.0,28635020.0,GSM6256878 r1,0:121,A:1494034798;C:622079032;G:645639126;T:703047177;N:37287,121,,,,1494034798,622079032,645639126,703047177,37287,SRX15807635,SRS13499606,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.47903,,0.15095,,0.82883,,0.6863,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70383,SRR19762945,SRX15807634,SRS13499605,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,ZF Ko H4 EW19,GSM6256877,,source name:cpsf6 / 6dpf head|tissue:head|genotype:cpsf6 / |treatment:N1,ZF Ko H4 EW19,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,cpsf6 / 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:cpsf6 / |treatment:N1,GSM6256877,GSM6256877: ZF Ko H4 EW19; Danio rerio; OTHER,GSM6256877 r1,GSM6256877,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,ZF_Ko_H4_EW19_R1.fastq.gz,fastq,3251893150.0,26875150.0,GSM6256877 r1,0:121,A:1344795862;C:598411565;G:620697978;T:687947810;N:39935,121,,,,1344795862,598411565,620697978,687947810,39935,SRX15807634,SRS13499605,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.50383,,0.16013,,0.82217,,0.6919,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70384,SRR19762946,SRX15807633,SRS13499604,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,ZF Ko H3 EW18,GSM6256876,,source name:cpsf6 / 6dpf head|tissue:head|genotype:cpsf6 / |treatment:N1,ZF Ko H3 EW18,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,cpsf6 / 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:cpsf6 / |treatment:N1,GSM6256876,GSM6256876: ZF Ko H3 EW18; Danio rerio; OTHER,GSM6256876 r1,GSM6256876,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,ZF_Ko_H3_EW18_R1.fastq.gz,fastq,2614428850.0,21606850.0,GSM6256876 r1,0:121,A:1106782184;C:471490720;G:482307751;T:553818128;N:30067,121,,,,1106782184,471490720,482307751,553818128,30067,SRX15807633,SRS13499604,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.49216,,0.17707,,0.824,,0.67519,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70385,SRR19762947,SRX15807632,SRS13499603,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,ZF Ko H2 EW17,GSM6256875,,source name:cpsf6 / 6dpf head|tissue:head|genotype:cpsf6 / |treatment:N1,ZF Ko H2 EW17,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,cpsf6 / 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:cpsf6 / |treatment:N1,GSM6256875,GSM6256875: ZF Ko H2 EW17; Danio rerio; OTHER,GSM6256875 r1,GSM6256875,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,ZF_Ko_H2_EW17_R1.fastq.gz,fastq,2829766984.0,23386504.0,GSM6256875 r1,0:121,A:1154124199;C:523756445;G:540103572;T:611750443;N:32325,121,,,,1154124199,523756445,540103572,611750443,32325,SRX15807632,SRS13499603,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.53128,,0.17359,,0.81479,,0.67717,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70386,SRR19762948,SRX15807631,SRS13499602,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,ZF Ko H1 EW16,GSM6256874,,source name:cpsf6 / 6dpf head|tissue:head|genotype:cpsf6 / |treatment:N1,ZF Ko H1 EW16,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,cpsf6 / 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:cpsf6 / |treatment:N1,GSM6256874,GSM6256874: ZF Ko H1 EW16; Danio rerio; OTHER,GSM6256874 r1,GSM6256874,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,ZF_Ko_H1_EW16_R1.fastq.gz,fastq,3127010139.0,25843059.0,GSM6256874 r1,0:121,A:1303638776;C:565310993;G:598748714;T:659275918;N:35738,121,,,,1303638776,565310993,598748714,659275918,35738,SRX15807631,SRS13499602,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.49184,,0.16601,,0.82201,,0.67657,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70387,SRR19762949,SRX15807630,SRS13499601,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,Zf Wt H5 EW15,GSM6256873,,source name:wild type 6dpf head|tissue:head|genotype:wild type|treatment:N1,Zf Wt H5 EW15,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,wild type 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:wild type|treatment:N1,GSM6256873,GSM6256873: Zf Wt H5 EW15; Danio rerio; OTHER,GSM6256873 r1,GSM6256873,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,Zf_Wt_H5_EW15_R1.fastq.gz,fastq,3020456208.0,24962448.0,GSM6256873 r1,0:121,A:1299290531;C:541614248;G:555748976;T:623766444;N:36009,121,,,,1299290531,541614248,555748976,623766444,36009,SRX15807630,SRS13499601,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.50369,,0.18129,,0.83769,,0.67627,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70388,SRR19762950,SRX15807629,SRS13499600,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,Zf Wt H4 EW14,GSM6256872,,source name:wild type 6dpf head|tissue:head|genotype:wild type|treatment:N1,Zf Wt H4 EW14,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,wild type 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:wild type|treatment:N1,GSM6256872,GSM6256872: Zf Wt H4 EW14; Danio rerio; OTHER,GSM6256872 r1,GSM6256872,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,Zf_Wt_H4_EW14_R1.fastq.gz,fastq,2964716348.0,24501788.0,GSM6256872 r1,0:121,A:1296624390;C:527132924;G:548516138;T:592409475;N:33421,121,,,,1296624390,527132924,548516138,592409475,33421,SRX15807629,SRS13499600,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.46081,,0.15564,,0.85048,,0.6808,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70389,SRR19762951,SRX15807628,SRS13499598,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,Zf Wt H3 EW13,GSM6256871,,source name:wild type 6dpf head|tissue:head|genotype:wild type|treatment:N1,Zf Wt H3 EW13,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,wild type 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:wild type|treatment:N1,GSM6256871,GSM6256871: Zf Wt H3 EW13; Danio rerio; OTHER,GSM6256871 r1,GSM6256871,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,Zf_Wt_H3_EW13_R1.fastq.gz,fastq,3442300565.0,28448765.0,GSM6256871 r1,0:121,A:1485526892;C:608224693;G:650560614;T:697949308;N:39058,121,,,,1485526892,608224693,650560614,697949308,39058,SRX15807628,SRS13499598,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.47353,,0.1692,,0.84898,,0.67905,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70390,SRR19762952,SRX15807627,SRS13499599,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,Zf Wt H2 EW12,GSM6256870,,source name:wild type 6dpf head|tissue:head|genotype:wild type|treatment:N1,Zf Wt H2 EW12,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,wild type 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:wild type|treatment:N1,GSM6256870,GSM6256870: Zf Wt H2 EW12; Danio rerio; OTHER,GSM6256870 r1,GSM6256870,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,Zf_Wt_H2_EW12_R1.fastq.gz,fastq,2948425634.0,24367154.0,GSM6256870 r1,0:121,A:1211451419;C:546445066;G:560022243;T:630468316;N:38590,121,,,,1211451419,546445066,560022243,630468316,38590,SRX15807627,SRS13499599,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.53462,,0.18347,,0.82309,,0.66989,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System 70391,SRR19762953,SRX15807626,SRS13499597,SRP382883,PRJNA851381,Loss of CPSF6 causes developmental disease via bimodal changes in polyadenylation site usage and protein expression [Zebrafish],GSE206558,Other,Most pre messenger RNA pre mRNA undergo extensive processing to create distinct transcripts from the same gene. One of these processes alternative polyadenylation involves over twenty proteins to bind and cleave the pre mRNA at polyA sites that can lie within the three prime UTR introns or exons; this can modulate protein function but the effect of choosing a site internal to the gene vs. within the three prime UTR remains unclear. Here we show that reduced expression of CPSF6 one of the proteins involved in site selection derails development in both humans and zebrafish by causing a bidirectional shift in polyA site usage. CPSF6 insufficiency favors the use of intronic polyA sites in neuronal genes reducing mRNA and protein abundance but promotes three prime UTR site usage in cardiovascular and skeletal genes upregulating mRNA and protein.These data thus provides a long sought link between APA and gene expression and shows that polyA site selection influences development. Overall design: Comparative analysis of alternative polyadenylation using polyA click seq PAC seq on whole larva and head of cpsf6 / Danio rerio compared to stage matched wt controls.,parent bioproject:PRJNA851372,pubmed:36800428,,Zf Wt H1 EW11,GSM6256869,,source name:wild type 6dpf head|tissue:head|genotype:wild type|treatment:N1,Zf Wt H1 EW11,Raw reads were trimed using fastp Trimed reads were aligned to the reference genome using bowtie2 PCR duplicates were removed using umi tools Samtools were used to sort convert and index alignment files Deeptools were used to generate bigwig files Assembly: GRCz11 Supplementary files format and content: bigwig files  Library strategy: PAC seq,wild type 6dpf head,,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,tissue:head|genotype:wild type|treatment:N1,GSM6256869,GSM6256869: Zf Wt H1 EW11; Danio rerio; OTHER,GSM6256869 r1,GSM6256869,1,RNA was harvested using Rneasy mini kit Qiagen. 2 ug of total RNA was used for the construction of sequencing libraries. We reverse transcribed 1 ug of total RNA with the partial P7 adapter Illumina 4N 21T and dNTPs with the addition of spiked in azido nucleotides AzVTPs at 5:1. We click ligated the p5 adapter IDT to the 5′ end of the cDNA with CuAAC. The p5 adaptor contained a UMI. We then amplified the cDNA for 17 cycles with five prime and 3′ indexing primer and purified it on a 2% agarose gel by extracting amplicon from 200 300 base pairs. We pooled the libraries and sequenced single end 100 base pair reads on a NovaSeq Illumina.,,OTHER,TRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina HiSeq 4000,,SRP382883,,loader:fastq load.py,Zf_Wt_H1_EW11_R1.fastq.gz,fastq,2689461797.0,22226957.0,GSM6256869 r1,0:121,A:1082451613;C:513056920;G:525960217;T:567960717;N:32330,121,,,,1082451613,513056920,525960217,567960717,32330,SRX15807626,SRS13499597,SRA1440631,Baylor College of Medicine,Baylor College of Medicine,1,0.55368,,0.16655,,0.82828,,0.69871,,121,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,unknown,bulk,unknown,unknown,,United States,2022-06-21,Larval,Larval,Head,Nervous System