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
14,DRR334977,DRX323973,DRS217313,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 28 degrees rep 3,SAMD00422597,,sample name:rRNA mock community 28 degrees rep 3|biological replicate:3|collection date:2021 01 15|dev stage:Adult|technical replicate:3|temp:28|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422597,DRX323973,t28 3 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422597,,,,3791170746.0,37701921.0,DRR334977,0:100.56 1:0,A:967477491;C:926887571;G:898697642;T:998107868;N:174,100,0,,,967477491,926887571,898697642,998107868,174,DRX323973,DRS217313,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.31527,,0.06446,,0.88844,,0.62118,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
15,DRR334976,DRX323972,DRS217312,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 28 degrees rep 2,SAMD00422596,,sample name:rRNA mock community 28 degrees rep 2|biological replicate:3|collection date:2021 01 15|dev stage:Adult|technical replicate:2|temp:28|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422596,DRX323972,t28 2 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422596,,,,2801693695.0,27860658.0,DRR334976,0:100.56 1:0,A:700189496;C:702936549;G:679920984;T:718646067;N:599,100,0,,,700189496,702936549,679920984,718646067,599,DRX323972,DRS217312,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.43508,,0.08819,,0.85859,,0.69447,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
16,DRR334975,DRX323971,DRS217311,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 28 degrees rep 1,SAMD00422595,,sample name:rRNA mock community 28 degrees rep 1|biological replicate:3|collection date:2021 01 15|dev stage:Adult|technical replicate:1|temp:28|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422595,DRX323971,t28 1 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422595,,,,3148691934.0,31307464.0,DRR334975,0:100.57 1:0,A:785000734;C:791315678;G:766594599;T:805780465;N:458,100,0,,,785000734,791315678,766594599,805780465,458,DRX323971,DRS217311,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.37139,,0.09061,,0.94065,,0.74047,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
17,DRR334974,DRX323970,DRS217310,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 19 degrees rep 3,SAMD00422594,,sample name:rRNA mock community 19 degrees rep 3|biological replicate:2|collection date:2021 01 15|dev stage:Adult|technical replicate:3|temp:19|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422594,DRX323970,t19 3 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422594,,,,2856186273.0,28400524.0,DRR334974,0:100.57 1:0,A:695685787;C:733754277;G:715270279;T:711475544;N:386,100,0,,,695685787,733754277,715270279,711475544,386,DRX323970,DRS217310,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.48152,,0.10933,,0.87105,,0.7287,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
18,DRR334973,DRX323969,DRS217309,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 19 degrees rep 2,SAMD00422593,,sample name:rRNA mock community 19 degrees rep 2|biological replicate:2|collection date:2021 01 15|dev stage:Adult|technical replicate:2|temp:19|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422593,DRX323969,t19 2 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422593,,,,3199929804.0,31816971.0,DRR334973,0:100.57 1:0,A:777149590;C:825478743;G:804835148;T:792466124;N:199,100,0,,,777149590,825478743,804835148,792466124,199,DRX323969,DRS217309,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.4418,,0.10282,,0.89706,,0.74667,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
19,DRR334972,DRX323968,DRS217308,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 19 degrees rep 1,SAMD00422592,,sample name:rRNA mock community 19 degrees rep 1|biological replicate:2|collection date:2021 01 15|dev stage:Adult|technical replicate:1|temp:19|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422592,DRX323968,t19 1 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422592,,,,3658675391.0,36374718.0,DRR334972,0:100.58 1:0,A:879342063;C:954687406;G:929537615;T:895107890;N:417,100,0,,,879342063,954687406,929537615,895107890,417,DRX323968,DRS217308,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.49439,,0.11691,,0.88239,,0.73925,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
20,DRR334971,DRX323967,DRS217307,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 10 degrees rep 3,SAMD00422591,,sample name:rRNA mock community 10 degrees rep 3|biological replicate:1|collection date:2021 01 15|dev stage:Adult|technical replicate:3|temp:10|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422591,DRX323967,t10 3 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422591,,,,3017524690.0,30006334.0,DRR334971,0:100.56 1:0,A:771967717;C:738814269;G:712866126;T:793876235;N:343,100,0,,,771967717,738814269,712866126,793876235,343,DRX323967,DRS217307,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.33157,,0.07363,,0.9093,,0.73422,,100,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
21,DRR334970,DRX323966,DRS217306,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 10 degrees rep 2,SAMD00422590,,sample name:rRNA mock community 10 degrees rep 2|biological replicate:1|collection date:2021 01 15|dev stage:Adult|technical replicate:2|temp:10|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422590,DRX323966,t10 2 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422590,,,,3115915184.0,30982336.0,DRR334970,0:100.57 1:0,A:765727966;C:794741415;G:771082024;T:784363609;N:170,100,0,,,765727966,794741415,771082024,784363609,170,DRX323966,DRS217306,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.45458,,0.10504,,0.89357,,0.749,,100,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
22,DRR334969,DRX323965,DRS217305,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,totalRNA metatranscriptomic sequences from mock communities consist of five model species,rRNA mock community at 10 degrees rep 1,SAMD00422589,,sample name:rRNA mock community 10 degrees rep 1|biological replicate:1|collection date:2021 01 15|dev stage:Adult|technical replicate:1|temp:10|treatment:rRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422589,DRX323965,t10 1 tRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422589,,,,3206657309.0,31883532.0,DRR334969,0:100.57 1:0,A:792874386;C:814578518;G:787469614;T:811734581;N:210,100,0,,,792874386,814578518,787469614,811734581,210,DRX323965,DRS217305,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.40156,,0.09664,,0.92898,,0.74114,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,random_priming,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
23,DRR334968,DRX323964,DRS217304,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 28 degrees rep 3,SAMD00422588,,sample name:mRNA mock community 28 degrees rep 3|biological replicate:3|collection date:2021 01 15|dev stage:Adult|technical replicate:3|temp:28|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422588,DRX323964,m28 3 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422588,,,,3157078356.0,31416275.0,DRR334968,0:100.49 1:0,A:816263259;C:752748024;G:759884392;T:828182261;N:420,100,0,,,816263259,752748024,759884392,828182261,420,DRX323964,DRS217304,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.64888,,0.01832,,0.73996,,0.46811,,99,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
24,DRR334967,DRX323963,DRS217303,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 28 degrees rep 2,SAMD00422587,,sample name:mRNA mock community 28 degrees rep 2|biological replicate:3|collection date:2021 01 15|dev stage:Adult|technical replicate:2|temp:28|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422587,DRX323963,m28 2 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422587,,,,3155807651.0,31404635.0,DRR334967,0:100.49 1:0,A:819014350;C:749873295;G:756284406;T:830635394;N:206,100,0,,,819014350,749873295,756284406,830635394,206,DRX323963,DRS217303,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.76742,,0.02238,,0.72427,,0.47376,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
25,DRR334966,DRX323962,DRS217302,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 28 degrees rep 1,SAMD00422586,,sample name:mRNA mock community 28 degrees rep 1|biological replicate:3|collection date:2021 01 15|dev stage:Adult|technical replicate:1|temp:28|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422586,DRX323962,m28 1 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422586,,,,2589772286.0,25765782.0,DRR334966,0:100.51 1:0,A:679223577;C:610675892;G:617869465;T:682003195;N:157,100,0,,,679223577,610675892,617869465,682003195,157,DRX323962,DRS217302,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.42984,,0.03367,,0.73555,,0.49223,,100,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
26,DRR334965,DRX323961,DRS217318,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 19 degrees rep 3,SAMD00422602,,sample name:mRNA mock community 19 degrees rep 3|biological replicate:2|collection date:2021 01 15|dev stage:Adult|technical replicate:3|temp:19|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422602,DRX323961,m19 3 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422602,,,,3124746628.0,31095367.0,DRR334965,0:100.49 1:0,A:821891547;C:734660854;G:739230475;T:828963220;N:532,100,0,,,821891547,734660854,739230475,828963220,532,DRX323961,DRS217318,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.72881,,0.03264,,0.69449,,0.47416,,99,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
27,DRR334964,DRX323960,DRS217317,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 19 degrees rep 2,SAMD00422601,,sample name:mRNA mock community 19 degrees rep 2|biological replicate:2|collection date:2021 01 15|dev stage:Adult|technical replicate:2|temp:19|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422601,DRX323960,m19 2 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422601,,,,3171661466.0,31561473.0,DRR334964,0:100.49 1:0,A:836793307;C:742872021;G:750053514;T:841942389;N:235,100,0,,,836793307,742872021,750053514,841942389,235,DRX323960,DRS217317,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.63153,,0.03639,,0.69027,,0.48494,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
28,DRR334963,DRX323959,DRS217316,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 19 degrees rep 1,SAMD00422600,,sample name:mRNA mock community 19 degrees rep 1|biological replicate:2|collection date:2021 01 15|dev stage:Adult|technical replicate:1|temp:19|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422600,DRX323959,m19 1 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422600,,,,2916453082.0,29023768.0,DRR334963,0:100.48 1:0,A:761416880;C:692014182;G:696272089;T:766749729;N:202,100,0,,,761416880,692014182,696272089,766749729,202,DRX323959,DRS217316,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.71651,,0.03406,,0.68696,,0.47496,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
29,DRR334962,DRX323958,DRS217315,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 10 degrees rep 3,SAMD00422599,,sample name:mRNA mock community 10 degrees rep 3|biological replicate:1|collection date:2021 01 15|dev stage:Adult|technical replicate:3|temp:10|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422599,DRX323958,m10 3 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422599,,,,2600103192.0,25872833.0,DRR334962,0:100.50 1:0,A:668944597;C:625686885;G:631010166;T:674461210;N:334,100,0,,,668944597,625686885,631010166,674461210,334,DRX323958,DRS217315,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.57077,,0.02949,,0.71918,,0.47633,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
30,DRR334961,DRX323957,DRS217314,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 10 degrees rep 2,SAMD00422598,,sample name:mRNA mock community 10 degrees rep 2|biological replicate:1|collection date:2021 01 15|dev stage:Adult|technical replicate:2|temp:10|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422598,DRX323957,m10 2 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422598,,,,2608660833.0,25958804.0,DRR334961,0:100.49 1:0,A:683370128;C:615324906;G:621209484;T:688756167;N:148,100,0,,,683370128,615324906,621209484,688756167,148,DRX323957,DRS217314,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.63764,,0.04316,,0.69656,,0.48579,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
31,DRR334960,DRX323956,DRS217301,DRP008001,PRJDB12578,Allometric scaling of RNA abundance from genes to communities,DRP008001,Other,The metabolic theory of ecology MTE and growth rate hypothesis GRH help explain the mechanistic basis of size allometry and temperature dependence on growth rate and whole  body RNA content in organisms. However  testing RNA allometric scaling with next generation sequencing is yet to be done. Here  we validated the assumptions of GRH and MTE on messenger RNA and ribosome abundance using mock community metatranscriptome analysis. Our findings highlight that fast growing smaller species harbor greater RNA abundance per mass of tissue compared with species having larger body sizes and slower growth rates. We found that genome size and body size impose significant constraints in interspecific RNA abundance scaling  while the assumed temperature dependence appeared to be weak. Lastly  allometric scaling integration in community level models may extend the use of metatranscriptomics as a reliable tool for estimating ecosystem processes.,,,mRNA metatranscriptomic sequences from mock communities consist of five model species,mRNA mock community at 10 degrees rep 1,SAMD00422585,,sample name:mRNA mock community 10 degrees rep 1|biological replicate:1|collection date:2021 01 15|dev stage:Adult|technical replicate:1|temp:10|treatment:mRNA,,,,,,,,,NextSeq 2000 sequencing of SAMD00422585,DRX323956,m10 1 mRNA.fastq,1,NEBNext Kit for Illumina,,RNA-Seq,METATRANSCRIPTOMIC,PolyA,SINGLE,ILLUMINA,NextSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>101</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,DRP008001,NextSeq 2000 sequencing of SAMD00422585,,,,2879915507.0,28651533.0,DRR334960,0:100.52 1:0,A:761972464;C:675761096;G:678969165;T:763212637;N:145,100,0,,,761972464,675761096,678969165,763212637,145,DRX323956,DRS217301,DRA013226,"SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica","SINICA|Machida Laboratory Biodiversity Research Center, Academia Sinica",1,0.47851,,0.05671,,0.72622,,0.49269,,101,,B,,usable mapping rate,illumina,nextseq_v2,unknown,poly_a,nebnext,bulk,unknown,unknown,,Taiwan,2021-12-23,Adult,Adult,Undetermined,Undetermined
9918,ERR5059480,ERX4865549,ERS5523939,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,,aAM 6h rep1,JD AD30 PRPN1970901,,ENA FIRST PUBLIC:2022 07 05T12:06:33Z|organism:Danio rerio|ENA LAST UPDATE:2022 07 05T12:06:33Z|scientific name:Danio rerio|common name:zebrafish|ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,,,,,,,,PromethION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 09 01 2021 19:50:56:183 1,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,PromethION,,ERP122761,PromethION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-AD30_PRPN197090.tar.gz,nanopore,3739882337.0,3148027.0,ena RUN CENTER FOR GENOMIC REGULATION CRG 09 01 2021 19:50:56:183 1,0:1188.01,A:1054501690;C:834193435;G:847423060;T:1003764152;N:0,1188,,,,1054501690,834193435,847423060,1003764152,0,ERX4865549,ERS5523939,ERA3206712,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,B,,usable mapping rate,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
9920,ERR4330695,ERX4277529,ERS4811113,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,WT 2h rep1,WT 2h rep1,SAMEA7050483,CENTER FOR GENOMIC REGULATION (CRG),ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05|External Id:SAMEA7050483|INSDC center alias:CENTER FOR GENOMIC REGULATION CRG|INSDC center name:CENTER FOR GENOMIC REGULATION CRG|INSDC first public:2022 07 05T12:06:22Z|INSDC last update:2022 07 05T12:06:22Z|INSDC status:public|Submitter Id:JD B2 PDBN005727|common name:zebrafish|sample name:JD B2 PDBN005727,,,,,,,,,PromethION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 09 07 2020 13:48:01:100 1,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,PromethION,,ERP122761,PromethION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-B2_PDBN005727.tar.gz,fastq,,,ena RUN CENTER FOR GENOMIC REGULATION CRG 09 07 2020 13:48:01:100 1,,,,,,,,,,,,ERX4277529,,ERA2767154,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,,,,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
9921,ERR4327134,ERX4273968,ERS4808634,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,WT 4h rep2,WT 4h rep2,SAMEA7048000,CENTER FOR GENOMIC REGULATION (CRG),ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05|External Id:SAMEA7048000|INSDC center alias:CENTER FOR GENOMIC REGULATION CRG|INSDC center name:CENTER FOR GENOMIC REGULATION CRG|INSDC first public:2022 07 05T12:06:22Z|INSDC last update:2022 07 05T12:06:22Z|INSDC status:public|Submitter Id:JD AM39 PDBN042841|common name:zebrafish|sample name:JD AM39 PDBN042841,,,,,,,,,PromethION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 07 07 2020 16:36:02:084 1,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,PromethION,,ERP122761,PromethION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-AM39_PDBN042841.tar.gz,nanopore,719646261.0,897768.0,ena RUN CENTER FOR GENOMIC REGULATION CRG 07 07 2020 16:36:02:084 1,0:801.59,A:210217908;C:152963718;G:157393834;T:199070801;N:0,801,,,,210217908,152963718,157393834,199070801,0,ERX4273968,ERS4808634,ERA2764800,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,T,,under 1.2% mapping rate,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
9922,ERR4330696,ERX4277530,ERS4811114,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,WT 4h rep1,WT 4h rep1,JD C3 PDBN006177,,ENA FIRST PUBLIC:2022 07 05T12:06:22Z|organism:Danio rerio|ENA LAST UPDATE:2022 07 05T12:06:22Z|scientific name:Danio rerio|common name:zebrafish|ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,,,,,,,,PromethION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 09 07 2020 13:48:01:100 2,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,PromethION,,ERP122761,PromethION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-C3_PDBN006177.tar.gz,nanopore,4240799932.0,4331689.0,ena RUN CENTER FOR GENOMIC REGULATION CRG 09 07 2020 13:48:01:100 2,0:979.02,A:1229803846;C:914476674;G:943703560;T:1152815852;N:0,979,,,,1229803846,914476674,943703560,1152815852,0,ERX4277530,ERS4811114,ERA2767154,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,B,,usable mapping rate,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
9923,ERR4327135,ERX4273969,ERS4808635,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,WT 6h rep1,WT 6h rep1,JD AC29 PDBN024889,,ENA FIRST PUBLIC:2022 07 05T12:06:22Z|organism:Danio rerio|ENA LAST UPDATE:2022 07 05T12:06:22Z|scientific name:Danio rerio|common name:zebrafish|ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,,,,,,,,PromethION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 07 07 2020 16:36:02:084 2,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,PromethION,,ERP122761,PromethION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-AC29_PDBN024889.tar.gz,nanopore,1900324756.0,2013035.0,ena RUN CENTER FOR GENOMIC REGULATION CRG 07 07 2020 16:36:02:084 2,0:944.01,A:549431032;C:411510218;G:422103800;T:517279706;N:0,944,,,,549431032,411510218,422103800,517279706,0,ERX4273969,ERS4808635,ERA2764800,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,T,,long read,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
9924,ERR4326350,ERX4273208,ERS4808398,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,430 LNA 6h rep1,430 LNA 6h rep1,SAMEA7047764,CENTER FOR GENOMIC REGULATION (CRG),ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05|External Id:SAMEA7047764|INSDC center alias:CENTER FOR GENOMIC REGULATION CRG|INSDC center name:CENTER FOR GENOMIC REGULATION CRG|INSDC first public:2022 07 05T12:06:22Z|INSDC last update:2022 07 05T12:06:22Z|INSDC status:public|Submitter Id:JD H8 PDBN059569|common name:zebrafish|sample name:JD H8 PDBN059569,,,,,,,,,PromethION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 07 07 2020 10:25:22:388 1,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,PromethION,,ERP122761,PromethION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-H8_PDBN059569.tar.gz,nanopore,722817654.0,657296.0,ena RUN CENTER FOR GENOMIC REGULATION CRG 07 07 2020 10:25:22:388 1,0:1099.68,A:206996491;C:157022109;G:155085437;T:203713617;N:0,1099,,,,206996491,157022109,155085437,203713617,0,ERX4273208,ERS4808398,ERA2764399,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,T,,under 1.2% mapping rate,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
9925,ERR4335436,ERX4282181,ERS4818366,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,WT 6h rep2,WT 6h rep2,JD W23 PRPN039928,,ENA FIRST PUBLIC:2022 07 05T12:06:24Z|organism:Danio rerio|ENA LAST UPDATE:2022 07 05T12:06:24Z|scientific name:Danio rerio|common name:zebrafish|ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,,,,,,,,PromethION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 13 07 2020 18:19:23:456 1,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,PromethION,,ERP122761,PromethION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-W23_PRPN039928.tar.gz,nanopore,1268761319.0,1385621.0,ena RUN CENTER FOR GENOMIC REGULATION CRG 13 07 2020 18:19:23:457 1,0:915.66,A:366823862;C:275507684;G:284634548;T:341795225;N:0,915,,,,366823862,275507684,284634548,341795225,0,ERX4282181,ERS4818366,ERA2769006,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,T,,under 1.2% mapping rate,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
9926,ERR4321680,ERX4268538,ERS4808125,ERP122761,PRJEB39265,RNA dynamics during zebrafish development,ena-STUDY-CENTER FOR GENOMIC REGULATION (CRG)-06-07-2020-15:41:43:771-1183,Other,RNA dynamics during early zebrafish development,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,WT 0h rep1,WT 0h rep1,JD A1 GDDN003032,,ENA FIRST PUBLIC:2022 07 05T12:06:22Z|organism:Danio rerio|ENA LAST UPDATE:2022 07 05T12:06:22Z|scientific name:Danio rerio|common name:zebrafish|ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,,,,,,,,,GridION sequencing,ena EXPERIMENT CENTER FOR GENOMIC REGULATION CRG 06 07 2020 17:45:26:236 1,unspecified,1,,,RNA-Seq,TRANSCRIPTOMIC,Oligo-dT,SINGLE,OXFORD_NANOPORE,GridION,,ERP122761,GridION sequencing,ENA FIRST PUBLIC:2022 07 05|ENA LAST UPDATE:2022 07 05,JD-A1_GDDN003032.tar.gz,nanopore,753417826.0,698774.0,ena RUN CENTER FOR GENOMIC REGULATION CRG 06 07 2020 17:45:26:236 1,0:1078.20,A:214525685;C:165042952;G:171160615;T:202688574;N:0,1078,,,,214525685,165042952,171160615,202688574,0,ERX4268538,ERS4808125,ERA2763718,CENTER FOR GENOMIC REGULATION (CRG)|European Nucleotide Archive,CENTER FOR GENOMIC REGULATION (CRG),,,,,,,,,,,,T,,long read,ont,ont,unknown,poly_a,unknown,bulk,unknown,unknown,,Spain,2022-07-05,Undetermined,Undetermined,Undetermined,Undetermined
15504,ERR757154,ERX701784,ERS659467,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Normalization across length,SAMEA3251321,UNIVERSITY OF AMSTERDAM,ENA first public:2015 02 12|ENA last update:2015 02 12|External Id:SAMEA3251321|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2015 02 12T17:06:49Z|INSDC last update:2015 02 12T09:52:20Z|INSDC status:public|Submitter Id:Female X|common name:zebrafish|dev stage:Adult|sample name:Female X|sex:female,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 12 02 2015 09:52:08:968 2,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2015 02 12|ENA LAST UPDATE:2018 11 16,RID0035_003.fastq.gz,fastq,275591336.0,7611054.0,ena RUN UNIVERSITY OF AMSTERDAM 12 02 2015 09:52:08:968 2,0:36.21,A:72212971;C:63331647;G:68054270;T:71992448;N:0,36,,,,72212971,63331647,68054270,71992448,0,ERX701784,ERS659467,ERA410345,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.76262,,0.4273,,0.8101,,0.56676,,8,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2015-02-12,Adult,Adult,Undetermined,Undetermined
15505,ERR757153,ERX701783,ERS659466,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Normalization across length,SAMEA3251320,UNIVERSITY OF AMSTERDAM,ENA first public:2015 02 12|ENA last update:2015 02 12|External Id:SAMEA3251320|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2015 02 12T17:06:49Z|INSDC last update:2015 02 12T09:52:20Z|INSDC status:public|Submitter Id:Female 002|common name:zebrafish|dev stage:Adult|sample name:Female 002|sex:female,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 12 02 2015 09:52:08:968 1,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2015 02 12|ENA LAST UPDATE:2018 11 16,RID0035_006.fastq.gz,fastq,193706106.0,6343893.0,ena RUN UNIVERSITY OF AMSTERDAM 12 02 2015 09:52:08:968 1,0:30.53,A:52756888;C:42895374;G:46979869;T:51073975;N:0,30,,,,52756888,42895374,46979869,51073975,0,ERX701783,ERS659466,ERA410345,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74991,,0.41319,,0.83002,,0.55823,,8,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2015-02-12,Adult,Adult,Undetermined,Undetermined
15506,ERR647638,ERX604074,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 7,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_007.fastq.gz,fastq,181485343.0,7581675.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 7,0:23.94,A:49408107;C:35660562;G:44520624;T:51896050;N:0,23,,,,49408107,35660562,44520624,51896050,0,ERX604074,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75831,,0.16017,,0.90723,,0.48684,,13,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15507,ERR647632,ERX604068,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 1,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_001.fastq.gz,fastq,158714692.0,5407747.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 1,0:29.35,A:42098161;C:32991434;G:38596553;T:45028544;N:0,29,,,,42098161,32991434,38596553,45028544,0,ERX604068,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75901,,0.20293,,0.89505,,0.48215,,24,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15508,ERR647636,ERX604072,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 5,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_005.fastq.gz,fastq,124167412.0,4838491.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 5,0:25.66,A:33439510;C:24728035;G:30897675;T:35102192;N:0,25,,,,33439510,24728035,30897675,35102192,0,ERX604072,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.76027,,0.17783,,0.89692,,0.48421,,30,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15509,ERR647635,ERX604071,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 4,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_004.fastq.gz,fastq,124786630.0,4701452.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 4,0:26.54,A:33803418;C:24800330;G:30482560;T:35700322;N:0,26,,,,33803418,24800330,30482560,35700322,0,ERX604071,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74872,,0.18448,,0.89789,,0.50377,,12,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15510,ERR647634,ERX604070,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 3,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_003.fastq.gz,fastq,110526752.0,4078127.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 3,0:27.10,A:29453167;C:22981184;G:27444083;T:30648318;N:0,27,,,,29453167,22981184,27444083,30648318,0,ERX604070,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.73961,,0.1804,,0.89686,,0.50069,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15511,ERR647633,ERX604069,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 2,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_002.fastq.gz,fastq,114721515.0,4468497.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 2,0:25.67,A:31387085;C:22123581;G:28270438;T:32940411;N:0,25,,,,31387085,22123581,28270438,32940411,0,ERX604069,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75767,,0.17199,,0.90118,,0.49949,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15512,ERR647645,ERX604081,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 14,RID0015,Reproducibility,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_014.fastq.gz,fastq,127742942.0,5487454.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 14,0:23.28,A:35700746;C:25577569;G:31187339;T:35277288;N:0,23,,,,35700746,25577569,31187339,35277288,0,ERX604081,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.72451,,0.1507,,0.91078,,0.47283,,30,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15513,ERR647644,ERX604080,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 13,RID0015,Reproducibility,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_013.fastq.gz,fastq,175319872.0,7193103.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 13,0:24.37,A:48008107;C:34657005;G:43047489;T:49607271;N:0,24,,,,48008107,34657005,43047489,49607271,0,ERX604080,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75539,,0.16288,,0.90388,,0.47538,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15514,ERR647643,ERX604079,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 12,RID0015,Reproducibility,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_012.fastq.gz,fastq,177443752.0,7567733.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 12,0:23.45,A:48143286;C:36300870;G:44060167;T:48939429;N:0,23,,,,48143286,36300870,44060167,48939429,0,ERX604079,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74839,,0.15018,,0.90782,,0.49076,,27,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15515,ERR647642,ERX604078,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 11,RID0015,Reproducibility,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_011.fastq.gz,fastq,163389373.0,6320373.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 11,0:25.85,A:44540588;C:32608476;G:40066295;T:46174014;N:0,25,,,,44540588,32608476,40066295,46174014,0,ERX604078,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75948,,0.17375,,0.90252,,0.47536,,33,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15516,ERR647641,ERX604077,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 10,RID0015,Reproducibility,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_010.fastq.gz,fastq,128059692.0,5701206.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 10,0:22.46,A:35418188;C:24802528;G:31593786;T:36245190;N:0,22,,,,35418188,24802528,31593786,36245190,0,ERX604077,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.72586,,0.1331,,0.92514,,0.4216,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15517,ERR647637,ERX604073,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:678 6,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_006.fastq.gz,fastq,165327404.0,6835740.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 6,0:24.19,A:45252916;C:32442683;G:40306020;T:47325785;N:0,24,,,,45252916,32442683,40306020,47325785,0,ERX604073,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74944,,0.16,,0.91068,,0.47704,,21,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15518,ERR647640,ERX604076,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 9,RID0015,Reproducibility,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_009.fastq.gz,fastq,134426587.0,5846482.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 9,0:22.99,A:36803811;C:26283055;G:33442229;T:37897492;N:0,22,,,,36803811,26283055,33442229,37897492,0,ERX604076,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74219,,0.13958,,0.91837,,0.47819,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15519,ERR647639,ERX604075,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 8,RID0015,Fold Change,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0015_008.fastq.gz,fastq,164369360.0,6762174.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:26:05:679 8,0:24.31,A:44826982;C:33030972;G:40615427;T:45895979;N:0,24,,,,44826982,33030972,40615427,45895979,0,ERX604075,ERS557914,ERA363852,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75513,,0.16254,,0.90534,,0.50535,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15520,ERR647623,ERX604059,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 8,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_008.fastq.gz,fastq,198146766.0,7373392.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 8,0:26.87,A:50518864;C:42346985;G:50683068;T:54597849;N:0,26,,,,50518864,42346985,50683068,54597849,0,ERX604059,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.73719,,0.16567,,0.89869,,0.49695,,76,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15521,ERR647622,ERX604058,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 7,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_007.fastq.gz,fastq,240260456.0,9194064.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 7,0:26.13,A:62434032;C:50861577;G:60916218;T:66048629;N:0,26,,,,62434032,50861577,60916218,66048629,0,ERX604058,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.73042,,0.17017,,0.89509,,0.51784,,44,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15522,ERR647620,ERX604056,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 5,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_005.fastq.gz,fastq,140470735.0,4903805.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 5,0:28.65,A:35312706;C:29191443;G:36788541;T:39178045;N:0,28,,,,35312706,29191443,36788541,39178045,0,ERX604056,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.76081,,0.16609,,0.90216,,0.48155,,72,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15523,ERR647617,ERX604053,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 2,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_002.fastq.gz,fastq,113953599.0,4875815.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 2,0:23.37,A:29576305;C:23096908;G:29656780;T:31623606;N:0,23,,,,29576305,23096908,29656780,31623606,0,ERX604053,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.70891,,0.13528,,0.91208,,0.4622,,24,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15524,ERR647624,ERX604060,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 9,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_009.fastq.gz,fastq,127769435.0,5492615.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 9,0:23.26,A:34397217;C:25332113;G:31991788;T:36048317;N:0,23,,,,34397217,25332113,31991788,36048317,0,ERX604060,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.71147,,0.1472,,0.91015,,0.49014,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15525,ERR647629,ERX604065,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 14,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_014.fastq.gz,fastq,83983757.0,3823842.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 14,0:21.96,A:22501534;C:16455147;G:21619305;T:23407771;N:0,21,,,,22501534,16455147,21619305,23407771,0,ERX604065,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.70211,,0.13351,,0.92038,,0.45898,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15526,ERR647631,ERX604067,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 16,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_016.fastq.gz,fastq,117220472.0,4272650.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 16,0:27.44,A:29509123;C:25768315;G:30220006;T:31723028;N:0,27,,,,29509123,25768315,30220006,31723028,0,ERX604067,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.68585,,0.14679,,0.90778,,0.49492,,20,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15527,ERR647618,ERX604054,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 3,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_003.fastq.gz,fastq,165279016.0,5211580.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 3,0:31.71,A:41451579;C:36699133;G:41477197;T:45651107;N:0,31,,,,41451579,36699133,41477197,45651107,0,ERX604054,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.71827,,0.17456,,0.90554,,0.50274,,18,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15528,ERR647621,ERX604057,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 6,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_006.fastq.gz,fastq,181164500.0,7686285.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 6,0:23.57,A:48622049;C:36019225;G:45318073;T:51205153;N:0,23,,,,48622049,36019225,45318073,51205153,0,ERX604057,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.73267,,0.15948,,0.9026,,0.483,,14,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15529,ERR647619,ERX604055,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 4,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_004.fastq.gz,fastq,131702671.0,4688094.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 4,0:28.09,A:32537215;C:28853793;G:34317576;T:35994087;N:0,28,,,,32537215,28853793,34317576,35994087,0,ERX604055,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.68635,,0.14911,,0.90532,,0.50027,,31,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15530,ERR647628,ERX604064,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 13,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_013.fastq.gz,fastq,123881257.0,5143681.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 13,0:24.08,A:32852368;C:25503683;G:31339781;T:34185425;N:0,24,,,,32852368,25503683,31339781,34185425,0,ERX604064,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.72384,,0.15147,,0.90648,,0.46,,24,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15531,ERR647627,ERX604063,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 12,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_012.fastq.gz,fastq,135155439.0,6123293.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 12,0:22.07,A:35870227;C:27070386;G:34401412;T:37813414;N:0,22,,,,35870227,27070386,34401412,37813414,0,ERX604063,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.69126,,0.12647,,0.91695,,0.46572,,25,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15532,ERR647626,ERX604062,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 11,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_011.fastq.gz,fastq,138836612.0,5648801.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 11,0:24.58,A:36426455;C:28359755;G:34985736;T:39064666;N:0,24,,,,36426455,28359755,34985736,39064666,0,ERX604062,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.73565,,0.15718,,0.90382,,0.45772,,67,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15533,ERR647625,ERX604061,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 10,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_010.fastq.gz,fastq,182404716.0,6612019.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 10,0:27.59,A:47718609;C:38775928;G:45637186;T:50272993;N:0,27,,,,47718609,38775928,45637186,50272993,0,ERX604061,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75246,,0.19746,,0.88544,,0.48212,,36,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15534,ERR647616,ERX604052,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:086 1,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_001.fastq.gz,fastq,137653436.0,5155975.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 1,0:26.70,A:34561717;C:29961559;G:35320222;T:37809938;N:0,26,,,,34561717,29961559,35320222,37809938,0,ERX604052,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.71887,,0.15223,,0.90824,,0.49462,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15535,ERR647630,ERX604066,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 15,RID0017,EtOH conc. experiment,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0017_015.fastq.gz,fastq,101714594.0,4045987.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 15:08:22:087 15,0:25.14,A:26518632;C:20741074;G:25853629;T:28601259;N:0,25,,,,26518632,20741074,25853629,28601259,0,ERX604066,ERS557914,ERA363851,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74566,,0.16455,,0.89534,,0.48977,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15536,ERR647610,ERX604046,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent PGM sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 1,RID0023,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent PGM,,ERP007147,Ion Torrent PGM sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0023_009.fastq.gz,fastq,114880508.0,4321457.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 1,0:26.58,A:31499097;C:23030789;G:27803371;T:32547251;N:0,26,,,,31499097,23030789,27803371,32547251,0,ERX604046,ERS557914,ERA363850,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.7932,,0.2086,,0.89045,,0.49364,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15537,ERR647611,ERX604047,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 2,RID0023,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0023_010.fastq.gz,fastq,124380158.0,4885304.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 2,0:25.46,A:33809369;C:25116497;G:30529372;T:34924920;N:0,25,,,,33809369,25116497,30529372,34924920,0,ERX604047,ERS557914,ERA363850,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.78302,,0.1944,,0.89398,,0.50469,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15538,ERR647612,ERX604048,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 3,RID0023,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0023_011.fastq.gz,fastq,122081664.0,4959591.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 3,0:24.62,A:33452935;C:24151113;G:29942213;T:34535403;N:0,24,,,,33452935,24151113,29942213,34535403,0,ERX604048,ERS557914,ERA363850,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.77425,,0.18982,,0.8911,,0.46046,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15539,ERR647615,ERX604051,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 6,RID0023,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0023_014.fastq.gz,fastq,120491210.0,4564333.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 6,0:26.40,A:33116448;C:24416657;G:29447901;T:33510204;N:0,26,,,,33116448,24416657,29447901,33510204,0,ERX604051,ERS557914,ERA363850,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.77843,,0.20568,,0.88605,,0.51892,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15540,ERR647614,ERX604050,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 5,RID0023,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0023_013.fastq.gz,fastq,108193052.0,4221217.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 5,0:25.63,A:29795112;C:21481151;G:26281164;T:30635625;N:0,25,,,,29795112,21481151,26281164,30635625,0,ERX604050,ERS557914,ERA363850,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.78861,,0.19966,,0.89207,,0.49332,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15541,ERR647613,ERX604049,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 4,RID0023,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0023_012.fastq.gz,fastq,134807115.0,5232713.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:59:02:785 4,0:25.76,A:37141537;C:27086121;G:32486547;T:38092910;N:0,25,,,,37141537,27086121,32486547,38092910,0,ERX604049,ERS557914,ERA363850,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.78328,,0.20061,,0.88903,,0.51655,,32,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15542,ERR647603,ERX604039,ERS557923,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Female 016,SAMEA2796308,UNIVERSITY OF AMSTERDAM,Alias:Female 016|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:25Z|INSDC status:public|SRA accession:ERS557923|Sample Name:ERS557923|Title:Male vs Female|dev stage:Adult|sex:female|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 8,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_010.fastq.gz,fastq,186445198.0,6054478.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 8,0:30.79,A:51431122;C:41043403;G:44213690;T:49756983;N:0,30,,,,51431122,41043403,44213690,49756983,0,ERX604039,ERS557923,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74649,,0.44738,,0.84254,,0.55199,,13,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15543,ERR647602,ERX604038,ERS557922,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Female 014,SAMEA2796307,UNIVERSITY OF AMSTERDAM,Alias:Female 014|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:25Z|INSDC status:public|SRA accession:ERS557922|Sample Name:ERS557922|Title:Male vs Female|dev stage:Adult|sex:female|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 7,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_009.fastq.gz,fastq,199860614.0,6227225.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 7,0:32.09,A:53999848;C:44698032;G:48251471;T:52911263;N:0,32,,,,53999848,44698032,48251471,52911263,0,ERX604038,ERS557922,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.75262,,0.42794,,0.83619,,0.5624,,29,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15544,ERR647601,ERX604037,ERS557921,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Female 008,SAMEA2796306,UNIVERSITY OF AMSTERDAM,Alias:Female 008|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:25Z|INSDC status:public|SRA accession:ERS557921|Sample Name:ERS557921|Title:Male vs Female|dev stage:Adult|sex:female|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 6,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_008.fastq.gz,fastq,190251948.0,6082600.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 6,0:31.28,A:50176174;C:43027879;G:47458847;T:49589048;N:0,31,,,,50176174,43027879,47458847,49589048,0,ERX604037,ERS557921,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.72654,,0.373,,0.82785,,0.52436,,25,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15545,ERR647600,ERX604036,ERS557920,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Female 007,SAMEA2796305,UNIVERSITY OF AMSTERDAM,Alias:Female 007|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:24Z|INSDC status:public|SRA accession:ERS557920|Sample Name:ERS557920|Title:Male vs Female|dev stage:Adult|sex:female|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 5,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_007.fastq.gz,fastq,214503694.0,6990446.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 5,0:30.69,A:59354819;C:47472262;G:51306173;T:56370440;N:0,30,,,,59354819,47472262,51306173,56370440,0,ERX604036,ERS557920,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74272,,0.45587,,0.83161,,0.53444,,22,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15546,ERR647599,ERX604035,ERS557919,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 014,SAMEA2796304,UNIVERSITY OF AMSTERDAM,Alias:Male 014|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:24Z|INSDC status:public|SRA accession:ERS557919|Sample Name:ERS557919|Title:Male vs Female|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 4,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_005.fastq.gz,fastq,235098531.0,7522781.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 4,0:31.25,A:58178492;C:54009752;G:64159987;T:58750300;N:0,31,,,,58178492,54009752,64159987,58750300,0,ERX604035,ERS557919,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.73752,,0.19698,,0.86665,,0.58697,,13,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15547,ERR647598,ERX604034,ERS557918,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 011,SAMEA2796303,UNIVERSITY OF AMSTERDAM,Alias:Male 011|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:24Z|INSDC status:public|SRA accession:ERS557918|Sample Name:ERS557918|Title:Male vs Female|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 3,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_004.fastq.gz,fastq,223142261.0,6553993.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 3,0:34.05,A:55488952;C:50941034;G:58123716;T:58588559;N:0,34,,,,55488952,50941034,58123716,58588559,0,ERX604034,ERS557918,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.74686,,0.2139,,0.86996,,0.55375,,11,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15548,ERR647597,ERX604033,ERS557917,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 006,SAMEA2796302,UNIVERSITY OF AMSTERDAM,Alias:Male 006|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:24Z|INSDC status:public|SRA accession:ERS557917|Sample Name:ERS557917|Title:Male vs Female|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 2,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_002.fastq.gz,fastq,166401146.0,5656405.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 2,0:29.42,A:41137490;C:38824883;G:44865980;T:41572793;N:0,29,,,,41137490,38824883,44865980,41572793,0,ERX604033,ERS557917,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.69452,,0.18245,,0.87044,,0.58162,,11,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15549,ERR647596,ERX604032,ERS557916,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 003,SAMEA2796301,UNIVERSITY OF AMSTERDAM,Alias:Male 003|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:38:23Z|INSDC status:public|SRA accession:ERS557916|Sample Name:ERS557916|Title:Male vs Female|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 1,RID0035,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0035_001.fastq.gz,fastq,167146177.0,6380638.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:37:59:568 1,0:26.20,A:43620211;C:36811253;G:43301042;T:43413671;N:0,26,,,,43620211,36811253,43301042,43413671,0,ERX604032,ERS557916,ERA363846,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.70048,,0.18034,,0.88075,,0.55658,,11,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15551,ERR647594,ERX604030,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 6,RID0011,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0011_015.fastq.gz,fastq,273349184.0,9019669.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 6,0:30.31,A:74069549;C:59041449;G:64551451;T:75686735;N:0,30,,,,74069549,59041449,64551451,75686735,0,ERX604030,ERS557914,ERA363842,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.78759,,0.26081,,0.90989,,0.51416,,29,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15552,ERR647589,ERX604025,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 1,RID0011,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0011_010.fastq.gz,fastq,54651692.0,2000589.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 1,0:27.32,A:16624629;C:13894132;G:10557585;T:13575346;N:0,27,,,,16624629,13894132,10557585,13575346,0,ERX604025,ERS557914,ERA363842,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.11072,,0.02655,,0.97749,,0.53916,,26,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15553,ERR647590,ERX604026,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 2,RID0011,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0011_011.fastq.gz,fastq,47051190.0,1414933.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 2,0:33.25,A:12984359;C:11329853;G:10330928;T:12406050;N:0,33,,,,12984359,11329853,10330928,12406050,0,ERX604026,ERS557914,ERA363842,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.36871,,0.10094,,0.9483,,0.51008,,40,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15554,ERR647592,ERX604028,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 4,RID0011,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0011_013.fastq.gz,fastq,394812059.0,13329274.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 4,0:29.62,A:108705027;C:84131955;G:92090437;T:109884640;N:0,29,,,,108705027,84131955,92090437,109884640,0,ERX604028,ERS557914,ERA363842,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.65205,,0.21183,,0.91977,,0.52643,,21,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15555,ERR647593,ERX604029,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 5,RID0011,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0011_014.fastq.gz,fastq,143238806.0,4225461.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 5,0:33.90,A:38374880;C:31424768;G:33687670;T:39751488;N:0,33,,,,38374880,31424768,33687670,39751488,0,ERX604029,ERS557914,ERA363842,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.78469,,0.26587,,0.92178,,0.51694,,80,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
15556,ERR647591,ERX604027,ERS557914,ERP007147,PRJEB7420,Two Sets of Synthetic Spike in Controls for Size Selection and Data Normalisation in small RNA seq,ena-STUDY-UNIVERSITY OF AMSTERDAM-01-10-2014-14:02:22:856-622,Other,There is an increasing interest in complementing standard RNA seq experiments with small RNA expression data to obtain a comprehensive view of the transcriptome. Two aspects need to be considered when small RNA seq sRNA seq is used. First  sRNA seq protocols are size selective and typically optimized for sequencing miRNAs. Second  given the dynamic composition of the small RNA fraction a reliable normalization strategy is needed to identify differentially expressed sRNAs. To address both issues we here present two sets of synthetic RNA spike in controls for monitoring size selectivity and for performing normalization. Size spike ins comprising 18 oligoribonucleotides 10–300 nucleotides were designed and tested using controlled modifications to the size selectivity of sRNA seq. As an applied example  the loss of RNA molecules <30 nucleotides during small RNA isolation from zebrafish oocytes is demonstrated. Normalization spike ins comprising 19 oligoribonucleotides were designed to use as an external reference for DESeq normalization. Spike in based normalization improved the quantification of predetermined fold changes. Lastly  sRNA seq on female and male zebrafish demonstrated that the higher miRNA content in males was correctly preserved post spike in based normalization.,,,,Male 001,SAMEA2796299,UNIVERSITY OF AMSTERDAM,Alias:Male 001|ENA checklist:ERC000011|INSDC center alias:UNIVERSITY OF AMSTERDAM|INSDC center name:UNIVERSITY OF AMSTERDAM|INSDC first public:2014 11 29T17:02:28Z|INSDC last update:2014 10 01T14:42:44Z|INSDC status:public|SRA accession:ERS557914|Sample Name:ERS557914|Title:Male ZF|dev stage:Adult|sex:male|strain:ABxTL,,,,,,,,,Ion Torrent Proton sequencing,ena EXPERIMENT UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 3,RID0011,1,,,miRNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ION_TORRENT,Ion Torrent Proton,,ERP007147,Ion Torrent Proton sequencing,ENA FIRST PUBLIC:2014 11 29|ENA LAST UPDATE:2018 11 16,RID0011_012.fastq.gz,fastq,55541174.0,1649692.0,ena RUN UNIVERSITY OF AMSTERDAM 01 10 2014 14:02:18:976 3,0:33.67,A:16076639;C:14164415;G:11139997;T:14160123;N:0,33,,,,16076639,14164415,11139997,14160123,0,ERX604027,ERS557914,ERA363842,UNIVERSITY OF AMSTERDAM,UNIVERSITY OF AMSTERDAM,1,0.16692,,0.04528,,0.96384,,0.52823,,17,,B,,usable mapping rate,ion_torrent,ion_torrent,unknown,small_rna,unknown,bulk,unknown,unknown,,Netherlands,2014-10-01,Adult,Adult,Undetermined,Undetermined
25162,SRR25655085,SRX21381122,SRS18622091,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 8 AU1038 STRSS4,GSM7712891,,source name:larvae|tissue:larvae|genotype:WT|treatment:From parent chronically stressed|geo loc name:missing|collection date:missing,Sample 8 AU1038 STRSS4,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:From parent chronically stressed,GSM7712891,GSM7712891: Sample 8 AU1038 STRSS4; Danio rerio; ncRNA Seq,GSM7712891 r1,GSM7712891,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,STRS04_10932AAD_TGTCCTAC-ACATGAGT_R1_001.fastq.gz,fastq,641236400.0,12824728.0,GSM7712891 r1,0:50,A:183546979;C:159774155;G:156033079;T:141881902;N:285,50,,,,183546979,159774155,156033079,141881902,285,SRX21381122,SRS18622091,SRA1693666,CNAG,CNAG,1,0.4736,,0.03992,,0.96788,,0.87662,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
25163,SRR25655086,SRX21381121,SRS18622090,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 7 AU1037 STRSS3,GSM7712890,,source name:larvae|tissue:larvae|genotype:WT|treatment:From parent chronically stressed|geo loc name:missing|collection date:missing,Sample 7 AU1037 STRSS3,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:From parent chronically stressed,GSM7712890,GSM7712890: Sample 7 AU1037 STRSS3; Danio rerio; ncRNA Seq,GSM7712890 r1,GSM7712890,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,STRS03_10931AAD_GCACGATT-CGTCTGCA_R1_001.fastq.gz,fastq,434646850.0,8692937.0,GSM7712890 r1,0:50,A:126760670;C:102577685;G:109591447;T:95716876;N:172,50,,,,126760670,102577685,109591447,95716876,172,SRX21381121,SRS18622090,SRA1693666,CNAG,CNAG,1,0.52132,,0.04615,,0.96477,,0.85481,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
25164,SRR25655087,SRX21381120,SRS18622089,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 6 AU1036 STRSS2,GSM7712889,,source name:larvae|tissue:larvae|genotype:WT|treatment:From parent chronically stressed|geo loc name:missing|collection date:missing,Sample 6 AU1036 STRSS2,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:From parent chronically stressed,GSM7712889,GSM7712889: Sample 6 AU1036 STRSS2; Danio rerio; ncRNA Seq,GSM7712889 r1,GSM7712889,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,STRS02_10930AAD_ATGAAGCG-GCGGACAG_R1_001.fastq.gz,fastq,907610650.0,18152213.0,GSM7712889 r1,0:50,A:271494673;C:215304417;G:220608756;T:200202267;N:537,50,,,,271494673,215304417,220608756,200202267,537,SRX21381120,SRS18622089,SRA1693666,CNAG,CNAG,1,0.44189,,0.03477,,0.97335,,0.88092,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
25165,SRR25655088,SRX21381119,SRS18622088,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 5 AU1035 STRSS1,GSM7712888,,source name:larvae|tissue:larvae|genotype:WT|treatment:From parent chronically stressed|geo loc name:missing|collection date:missing,Sample 5 AU1035 STRSS1,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:From parent chronically stressed,GSM7712888,GSM7712888: Sample 5 AU1035 STRSS1; Danio rerio; ncRNA Seq,GSM7712888 r1,GSM7712888,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,STRS01_10929AAD_CACTTCGA-TAGGCTTC_R1_001.fastq.gz,fastq,711276100.0,14225522.0,GSM7712888 r1,0:50,A:207284968;C:173540770;G:172961619;T:157488473;N:270,50,,,,207284968,173540770,172961619,157488473,270,SRX21381119,SRS18622088,SRA1693666,CNAG,CNAG,1,0.47865,,0.03881,,0.97001,,0.87616,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
25166,SRR25655089,SRX21381118,SRS18622087,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 4 AU1028 CTRL4,GSM7712887,,source name:larvae|tissue:larvae|genotype:WT|treatment:Control|geo loc name:missing|collection date:missing,Sample 4 AU1028 CTRL4,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:Control,GSM7712887,GSM7712887: Sample 4 AU1028 CTRL4; Danio rerio; ncRNA Seq,GSM7712887 r1,GSM7712887,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,CTRL04_10928AAD_GACTAGGC-GCCTCGAC_R1_001.fastq.gz,fastq,568037350.0,11360747.0,GSM7712887 r1,0:50,A:165826590;C:133109854;G:141956673;T:127143732;N:501,50,,,,165826590,133109854,141956673,127143732,501,SRX21381118,SRS18622087,SRA1693666,CNAG,CNAG,1,0.48051,,0.0347,,0.97268,,0.87465,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
25167,SRR25655090,SRX21381117,SRS18622086,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 3 AU1027 CTRL3,GSM7712886,,source name:larvae|tissue:larvae|genotype:WT|treatment:Control|geo loc name:missing|collection date:missing,Sample 3 AU1027 CTRL3,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:Control,GSM7712886,GSM7712886: Sample 3 AU1027 CTRL3; Danio rerio; ncRNA Seq,GSM7712886 r1,GSM7712886,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,CTRL03_10927AAD_AGTATACT-CGAATCGG_R1_001.fastq.gz,fastq,651469300.0,13029386.0,GSM7712886 r1,0:50,A:191788726;C:154951271;G:161329211;T:143399936;N:156,50,,,,191788726,154951271,161329211,143399936,156,SRX21381117,SRS18622086,SRA1693666,CNAG,CNAG,1,0.45412,,0.04073,,0.96934,,0.88507,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
25168,SRR25655091,SRX21381116,SRS18622085,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 2 AU1026 CTRL2,GSM7712885,,source name:larvae|tissue:larvae|genotype:WT|treatment:Control|geo loc name:missing|collection date:missing,Sample 2 AU1026 CTRL2,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:Control,GSM7712885,GSM7712885: Sample 2 AU1026 CTRL2; Danio rerio; ncRNA Seq,GSM7712885 r1,GSM7712885,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,CTRL02_10926AAD_CCGCGTAG-TTCTGATT_R1_001.fastq.gz,fastq,754615100.0,15092302.0,GSM7712885 r1,0:50,A:217013981;C:184328493;G:188964773;T:164307508;N:345,50,,,,217013981,184328493,188964773,164307508,345,SRX21381116,SRS18622085,SRA1693666,CNAG,CNAG,1,0.48926,,0.04654,,0.96418,,0.8889,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
25169,SRR25655092,SRX21381115,SRS18622084,SRP455342,PRJNA1005926,miR 29a is downregulated in progenies derived from chronically stressed males,GSE240954,Transcriptome Analysis,To investigate the potential vertical transmission of chronic stress to the unexposed larvae  to report novel consequences of paternally inherited chronic stress at molecular level Overall design: We then performed small RNA seq profiling in the stress derived group and the control one.,,pubmed:37762407,,Sample 1 AU1024 CTRL1,GSM7712884,,source name:larvae|tissue:larvae|genotype:WT|treatment:Control|geo loc name:missing|collection date:missing,Sample 1 AU1024 CTRL1,Trimming with trim galore v0.6.6   length 16   stringency 10 Mapping with STAR v2.7.8a against GRCz11 Quantification with RSEM v1.3.0 using ensembl release 104 Assembly: GRCz11 Supplementary files format and content: TSV raw counts,larvae,,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,tissue:larvae|genotype:WT|treatment:Control,GSM7712884,GSM7712884: Sample 1 AU1024 CTRL1; Danio rerio; ncRNA Seq,GSM7712884 r1,GSM7712884,1,RNA was harvested using with Qiazol; a miRNeasy tissue kit Qiagen. Only samples meeting the requirements 3 µg of RNA; RNA integrity number RIN > 8 were used in RNA seq analysis.,,ncRNA-Seq,TRANSCRIPTOMIC,size fractionation,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP455342,,loader:fastq load.py,CTRL01_10925AAD_TTAGCCTA-AATCATCA_R1_001.fastq.gz,fastq,670580700.0,13411614.0,GSM7712884 r1,0:50,A:194653643;C:158916446;G:165941477;T:151068917;N:217,50,,,,194653643,158916446,165941477,151068917,217,SRX21381115,SRS18622084,SRA1693666,CNAG,CNAG,1,0.47093,,0.03457,,0.97187,,0.8867,,50,,B,,usable mapping rate,illumina,novaseq_era,unknown,size_fractionation,unknown,bulk,unknown,unknown,,Spain,2023-08-16,Larval,Larval,Undetermined,Undetermined
30658,SRR28054753,SRX23704452,SRS20534448,SRP491086,PRJNA1078753,Integrated mRNA  and miRNA  sequencing analyses unveil the underlying mechanism of tobacco pollutant induced developmental toxicity in zebrafish embryos,PRJNA1078753,Other,Tobacco pollutants are prevalent in the environment  leading to inadvertent exposure of pregnant females. Studies of these pollutants' toxic effects on development have not fully elucidated the potential underlying mechanisms. Therefore  in this study  we aim at investigate the developmental toxicity induced by cigarette smoke extract CSE at concentrations of 0.25%  1%  and 2.5% using a zebrafish embryo toxicity test and integrated transcriptomic analysis of microRNA miRNA and messenger RNA mRNA. The findings revealed that CSE caused developmental toxicity  including increased mortality and decreased incubation rate  in a dose dependent manner. Moreover  CSE induced malformations and apoptosis  specifically in the head and heart of zebrafish larvae. We used mRNA and miRNA sequencing analyses to compare changes in the expression of genes and miRNAs in zebrafish larvae. The bioinformatics analysis indicates that the mechanism underlying CSE induced developmental toxicity was associated with genetic repair impairment  apoptosis disorder  and lipid metabolism disturbance. The enrichment analysis and RT qPCR show that the ctsba gene plays a crucial function in embryo developmental apoptosis  and the fads2 gene mainly regulates lipid metabolic toxicity. The results of this study improve the understanding of CSE induced developmental toxicity in zebrafish embryos and contribute insights into the formulation of novel preventive strategies against tobacco pollutants during early embryonic development.,,,,,S21K1230,,library ID:H 3|title:High 3|library strategy:OTHER|library source:METATRANSCRIPTIOMIC|library selection:other|library layout:paired|platform:ILLUMINA|instrument model:RNA seq|filetype:fastq|filename:S21K1230 rep1 1 URNA S74 L003 R1 001.fastq|filename2:S21K1230 rep1 1 URNA S74 L003 R2 001.fastq|host:missing|isolation source:missing|collection date:missing|geographic location:missing|latitude and longitude:missing|age:missing|breed:missing|cultivar:missing|dev stage:missing|ecotype:missing|isolate:missing|sex:missing|strain:missing|tissue:missing|BioSampleModel:Model organism or animal,,,,,,,,,High 3,H 3,H 3,missing,,,RNA-Seq,METATRANSCRIPTOMIC,other,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP491086,,,S21K1230_rep1_1_URNA_S74_L003_R1_001.fastq.gz S21K1230_rep1_1_URNA_S74_L003_R2_001.fastq.gz,fastq fastq,6117817800.0,20392726.0,S21K1230 rep1 1 URNA S74 L003 R1 001.fastq.gz,0:150 1:150,A:1635728688;C:1405168032;G:1464072107;T:1612834762;N:14211,150,150,,,1635728688,1405168032,1464072107,1612834762,14211,SRX23704452,SRS20534448,SRA1806456,The Second Affiliated Hospital of Shantou University Medical College|Department of Burns and Plastic Surgery,The Second Affiliated Hospital of Shantou University Medical College,,,,,,,,,,,,B,B,biological fallback assumption,illumina,novaseq_era,unknown,small_rna,unknown,bulk,unknown,unknown,,China,2024-02-22,Undetermined,Multi-stage,Undetermined,Undetermined
34282,SRR31640757,SRX27004210,SRS23468967,SRP550004,PRJNA1195374,Cortex Dictamni induces retinitis pigmentosa in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2,PRJNA1195374,Other,Ethnopharmacological relevance: Cortex Dictamni CD is the dried root skin of Dictamnus dasycarpus Turcz  widely used in the field of traditional Chinese medicine. mainly for the treatment of skin diseases. Recent adverse reactions to CD limited the clinical application in combination with other traditional Chinese medicines.Aim of the study: To investigate the retinitis pigmentosa RP effects of CD using the zebrafish model and elucidate the underlying molecular mechanism of CD induced RP in zebrafish.Materials and methods: The 3 dpf zebrafish larvae were divided into control and CD group. RNA sequencing followed  with qRT PCR validating miRNAs and mRNAs. Dual luciferase reporter assay confirmed mmu mir 6240 p3 2's interaction with pde6a. HT22 cells were transfected  treated with CD  and evaluated for migration  invasion  malondialdehyde level  superoxide dismutase and acetylcholine activities.Results: The results showed 6228 differentially expressed genes and 66 miRNAs differentially expressed in zebrafish exposed to CD. The personal correlation coefficient results showed that mmu mir 6240 p3 2 had the highest correlation coefficient with pde6a and had a negative regulatory relationship. The results of dual luciferase reporter gene further showed that pde6a gene was the direct target of mmu mir 6240 p3 2. Cell experiment results showed that inhibiting mir 6240 p3 2 can upregulate pde6a expression  alleviate HT22 cell injury  and reverse the inhibition of cell migration and invasion induced by CD.Conclusions: CD induces RP in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2. These findings have important implications for understanding the potential side effects of CD and for developing safer therapeutic strategies involving traditional Chinese medicines.,,,,,CD1,,strain:not applicable|isolate:not applicable|breed:not applicable|cultivar:not applicable|ecotype:not applicable|age:not applicable|dev stage:not applicable|collection date:not applicable|geo loc name:not applicable|sex:not applicable|tissue:not applicable|treatment:Experiment group replicate1|BioSampleModel:Model organism or animal,,,,,,,,,microRNA seq of Danio rerio: Experiment group,BXP 1,BXP 1,,,,miRNA-Seq,TRANSCRIPTOMIC,RANDOM,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP550004,,,BXP_1.fq.gz,fastq,816499035.0,16009785.0,BXP 1.fq.gz,0:51,A:191280900;C:189440771;G:247005615;T:188686493;N:85256,51,,,,191280900,189440771,247005615,188686493,85256,SRX27004210,SRS23468967,SRA2029520,Heilongjiang University of Chinese Medicine|College of Traditional Chinese Medicine,Heilongjiang University of Chinese Medicine,,,,,,,,,,,,T,,under 1.2% mapping rate,illumina,novaseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2024-12-07,Undetermined,Larval,Undetermined,Undetermined
34283,SRR31640758,SRX27004209,SRS23468966,SRP550004,PRJNA1195374,Cortex Dictamni induces retinitis pigmentosa in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2,PRJNA1195374,Other,Ethnopharmacological relevance: Cortex Dictamni CD is the dried root skin of Dictamnus dasycarpus Turcz  widely used in the field of traditional Chinese medicine. mainly for the treatment of skin diseases. Recent adverse reactions to CD limited the clinical application in combination with other traditional Chinese medicines.Aim of the study: To investigate the retinitis pigmentosa RP effects of CD using the zebrafish model and elucidate the underlying molecular mechanism of CD induced RP in zebrafish.Materials and methods: The 3 dpf zebrafish larvae were divided into control and CD group. RNA sequencing followed  with qRT PCR validating miRNAs and mRNAs. Dual luciferase reporter assay confirmed mmu mir 6240 p3 2's interaction with pde6a. HT22 cells were transfected  treated with CD  and evaluated for migration  invasion  malondialdehyde level  superoxide dismutase and acetylcholine activities.Results: The results showed 6228 differentially expressed genes and 66 miRNAs differentially expressed in zebrafish exposed to CD. The personal correlation coefficient results showed that mmu mir 6240 p3 2 had the highest correlation coefficient with pde6a and had a negative regulatory relationship. The results of dual luciferase reporter gene further showed that pde6a gene was the direct target of mmu mir 6240 p3 2. Cell experiment results showed that inhibiting mir 6240 p3 2 can upregulate pde6a expression  alleviate HT22 cell injury  and reverse the inhibition of cell migration and invasion induced by CD.Conclusions: CD induces RP in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2. These findings have important implications for understanding the potential side effects of CD and for developing safer therapeutic strategies involving traditional Chinese medicines.,,,,,Control3,,strain:not applicable|isolate:not applicable|breed:not applicable|cultivar:not applicable|ecotype:not applicable|age:not applicable|dev stage:not applicable|collection date:not applicable|geo loc name:not applicable|sex:not applicable|tissue:not applicable|treatment:Control group replicate3|BioSampleModel:Model organism or animal,,,,,,,,,microRNA seq of Danio rerio: Control group,Control 3,Control 3,,,,miRNA-Seq,TRANSCRIPTOMIC,RANDOM,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP550004,,,Control_3.fq.gz,fastq,662560023.0,12991373.0,Control 3.fq.gz,0:51,A:151053320;C:152811933;G:203340354;T:155283230;N:71186,51,,,,151053320,152811933,203340354,155283230,71186,SRX27004209,SRS23468966,SRA2029520,Heilongjiang University of Chinese Medicine|College of Traditional Chinese Medicine,Heilongjiang University of Chinese Medicine,,,,,,,,,,,,T,,under 1.2% mapping rate,illumina,novaseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2024-12-07,Undetermined,Larval,Undetermined,Undetermined
34284,SRR31640759,SRX27004208,SRS23468963,SRP550004,PRJNA1195374,Cortex Dictamni induces retinitis pigmentosa in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2,PRJNA1195374,Other,Ethnopharmacological relevance: Cortex Dictamni CD is the dried root skin of Dictamnus dasycarpus Turcz  widely used in the field of traditional Chinese medicine. mainly for the treatment of skin diseases. Recent adverse reactions to CD limited the clinical application in combination with other traditional Chinese medicines.Aim of the study: To investigate the retinitis pigmentosa RP effects of CD using the zebrafish model and elucidate the underlying molecular mechanism of CD induced RP in zebrafish.Materials and methods: The 3 dpf zebrafish larvae were divided into control and CD group. RNA sequencing followed  with qRT PCR validating miRNAs and mRNAs. Dual luciferase reporter assay confirmed mmu mir 6240 p3 2's interaction with pde6a. HT22 cells were transfected  treated with CD  and evaluated for migration  invasion  malondialdehyde level  superoxide dismutase and acetylcholine activities.Results: The results showed 6228 differentially expressed genes and 66 miRNAs differentially expressed in zebrafish exposed to CD. The personal correlation coefficient results showed that mmu mir 6240 p3 2 had the highest correlation coefficient with pde6a and had a negative regulatory relationship. The results of dual luciferase reporter gene further showed that pde6a gene was the direct target of mmu mir 6240 p3 2. Cell experiment results showed that inhibiting mir 6240 p3 2 can upregulate pde6a expression  alleviate HT22 cell injury  and reverse the inhibition of cell migration and invasion induced by CD.Conclusions: CD induces RP in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2. These findings have important implications for understanding the potential side effects of CD and for developing safer therapeutic strategies involving traditional Chinese medicines.,,,,,Control2,,strain:not applicable|isolate:not applicable|breed:not applicable|cultivar:not applicable|ecotype:not applicable|age:not applicable|dev stage:not applicable|collection date:not applicable|geo loc name:not applicable|sex:not applicable|tissue:not applicable|treatment:Control group replicate2|BioSampleModel:Model organism or animal,,,,,,,,,microRNA seq of Danio rerio: Control group,Control 2,Control 2,,,,miRNA-Seq,TRANSCRIPTOMIC,RANDOM,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP550004,,,Control_2.fq.gz,fastq,648856119.0,12722669.0,Control 2.fq.gz,0:51,A:149869576;C:151844056;G:195830503;T:151241215;N:70769,51,,,,149869576,151844056,195830503,151241215,70769,SRX27004208,SRS23468963,SRA2029520,Heilongjiang University of Chinese Medicine|College of Traditional Chinese Medicine,Heilongjiang University of Chinese Medicine,,,,,,,,,,,,T,,under 1.2% mapping rate,illumina,novaseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2024-12-07,Undetermined,Larval,Undetermined,Undetermined
34285,SRR31640760,SRX27004207,SRS23468962,SRP550004,PRJNA1195374,Cortex Dictamni induces retinitis pigmentosa in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2,PRJNA1195374,Other,Ethnopharmacological relevance: Cortex Dictamni CD is the dried root skin of Dictamnus dasycarpus Turcz  widely used in the field of traditional Chinese medicine. mainly for the treatment of skin diseases. Recent adverse reactions to CD limited the clinical application in combination with other traditional Chinese medicines.Aim of the study: To investigate the retinitis pigmentosa RP effects of CD using the zebrafish model and elucidate the underlying molecular mechanism of CD induced RP in zebrafish.Materials and methods: The 3 dpf zebrafish larvae were divided into control and CD group. RNA sequencing followed  with qRT PCR validating miRNAs and mRNAs. Dual luciferase reporter assay confirmed mmu mir 6240 p3 2's interaction with pde6a. HT22 cells were transfected  treated with CD  and evaluated for migration  invasion  malondialdehyde level  superoxide dismutase and acetylcholine activities.Results: The results showed 6228 differentially expressed genes and 66 miRNAs differentially expressed in zebrafish exposed to CD. The personal correlation coefficient results showed that mmu mir 6240 p3 2 had the highest correlation coefficient with pde6a and had a negative regulatory relationship. The results of dual luciferase reporter gene further showed that pde6a gene was the direct target of mmu mir 6240 p3 2. Cell experiment results showed that inhibiting mir 6240 p3 2 can upregulate pde6a expression  alleviate HT22 cell injury  and reverse the inhibition of cell migration and invasion induced by CD.Conclusions: CD induces RP in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2. These findings have important implications for understanding the potential side effects of CD and for developing safer therapeutic strategies involving traditional Chinese medicines.,,,,,Control1,,strain:not applicable|isolate:not applicable|breed:not applicable|cultivar:not applicable|ecotype:not applicable|age:not applicable|dev stage:not applicable|collection date:not applicable|geo loc name:not applicable|sex:not applicable|tissue:not applicable|treatment:Control group replicate1|BioSampleModel:Model organism or animal,,,,,,,,,microRNA seq of Danio rerio: Control group,Control 1,Control 1,,,,miRNA-Seq,TRANSCRIPTOMIC,RANDOM,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP550004,,,Control_1.fq.gz,fastq,835887501.0,16389951.0,Control 1.fq.gz,0:51,A:193253330;C:196900031;G:252690178;T:192797500;N:246462,51,,,,193253330,196900031,252690178,192797500,246462,SRX27004207,SRS23468962,SRA2029520,Heilongjiang University of Chinese Medicine|College of Traditional Chinese Medicine,Heilongjiang University of Chinese Medicine,,,,,,,,,,,,T,,under 1.2% mapping rate,illumina,novaseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2024-12-07,Undetermined,Larval,Undetermined,Undetermined
34290,SRR31640765,SRX27004202,SRS23468965,SRP550004,PRJNA1195374,Cortex Dictamni induces retinitis pigmentosa in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2,PRJNA1195374,Other,Ethnopharmacological relevance: Cortex Dictamni CD is the dried root skin of Dictamnus dasycarpus Turcz  widely used in the field of traditional Chinese medicine. mainly for the treatment of skin diseases. Recent adverse reactions to CD limited the clinical application in combination with other traditional Chinese medicines.Aim of the study: To investigate the retinitis pigmentosa RP effects of CD using the zebrafish model and elucidate the underlying molecular mechanism of CD induced RP in zebrafish.Materials and methods: The 3 dpf zebrafish larvae were divided into control and CD group. RNA sequencing followed  with qRT PCR validating miRNAs and mRNAs. Dual luciferase reporter assay confirmed mmu mir 6240 p3 2's interaction with pde6a. HT22 cells were transfected  treated with CD  and evaluated for migration  invasion  malondialdehyde level  superoxide dismutase and acetylcholine activities.Results: The results showed 6228 differentially expressed genes and 66 miRNAs differentially expressed in zebrafish exposed to CD. The personal correlation coefficient results showed that mmu mir 6240 p3 2 had the highest correlation coefficient with pde6a and had a negative regulatory relationship. The results of dual luciferase reporter gene further showed that pde6a gene was the direct target of mmu mir 6240 p3 2. Cell experiment results showed that inhibiting mir 6240 p3 2 can upregulate pde6a expression  alleviate HT22 cell injury  and reverse the inhibition of cell migration and invasion induced by CD.Conclusions: CD induces RP in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2. These findings have important implications for understanding the potential side effects of CD and for developing safer therapeutic strategies involving traditional Chinese medicines.,,,,,CD3,,strain:not applicable|isolate:not applicable|breed:not applicable|cultivar:not applicable|ecotype:not applicable|age:not applicable|dev stage:not applicable|collection date:not applicable|geo loc name:not applicable|sex:not applicable|tissue:not applicable|treatment:Experiment group replicate3|BioSampleModel:Model organism or animal,,,,,,,,,microRNA seq of Danio rerio: Experiment group,BXP 3,BXP 3,,,,miRNA-Seq,TRANSCRIPTOMIC,RANDOM,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP550004,,,BXP_3.fq.gz,fastq,656139327.0,12865477.0,BXP 3.fq.gz,0:51,A:152349522;C:156353407;G:196379918;T:150985088;N:71392,51,,,,152349522,156353407,196379918,150985088,71392,SRX27004202,SRS23468965,SRA2029520,Heilongjiang University of Chinese Medicine|College of Traditional Chinese Medicine,Heilongjiang University of Chinese Medicine,,,,,,,,,,,,T,,under 1.2% mapping rate,illumina,novaseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2024-12-07,Undetermined,Larval,Undetermined,Undetermined
34291,SRR31640766,SRX27004201,SRS23468964,SRP550004,PRJNA1195374,Cortex Dictamni induces retinitis pigmentosa in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2,PRJNA1195374,Other,Ethnopharmacological relevance: Cortex Dictamni CD is the dried root skin of Dictamnus dasycarpus Turcz  widely used in the field of traditional Chinese medicine. mainly for the treatment of skin diseases. Recent adverse reactions to CD limited the clinical application in combination with other traditional Chinese medicines.Aim of the study: To investigate the retinitis pigmentosa RP effects of CD using the zebrafish model and elucidate the underlying molecular mechanism of CD induced RP in zebrafish.Materials and methods: The 3 dpf zebrafish larvae were divided into control and CD group. RNA sequencing followed  with qRT PCR validating miRNAs and mRNAs. Dual luciferase reporter assay confirmed mmu mir 6240 p3 2's interaction with pde6a. HT22 cells were transfected  treated with CD  and evaluated for migration  invasion  malondialdehyde level  superoxide dismutase and acetylcholine activities.Results: The results showed 6228 differentially expressed genes and 66 miRNAs differentially expressed in zebrafish exposed to CD. The personal correlation coefficient results showed that mmu mir 6240 p3 2 had the highest correlation coefficient with pde6a and had a negative regulatory relationship. The results of dual luciferase reporter gene further showed that pde6a gene was the direct target of mmu mir 6240 p3 2. Cell experiment results showed that inhibiting mir 6240 p3 2 can upregulate pde6a expression  alleviate HT22 cell injury  and reverse the inhibition of cell migration and invasion induced by CD.Conclusions: CD induces RP in zebrafish by inhibiting pde6a post transcriptional activity via mmu mir 6240 p3 2. These findings have important implications for understanding the potential side effects of CD and for developing safer therapeutic strategies involving traditional Chinese medicines.,,,,,CD2,,strain:not applicable|isolate:not applicable|breed:not applicable|cultivar:not applicable|ecotype:not applicable|age:not applicable|dev stage:not applicable|collection date:not applicable|geo loc name:not applicable|sex:not applicable|tissue:not applicable|treatment:Experiment group replicate2|BioSampleModel:Model organism or animal,,,,,,,,,microRNA seq of Danio rerio: Experiment group,BXP 2,BXP 2,,,,miRNA-Seq,TRANSCRIPTOMIC,RANDOM,SINGLE,ILLUMINA,Illumina NovaSeq 6000,,SRP550004,,,BXP_2.fq.gz,fastq,644434827.0,12635977.0,BXP 2.fq.gz,0:51,A:151820167;C:153674905;G:190467723;T:148402934;N:69098,51,,,,151820167,153674905,190467723,148402934,69098,SRX27004201,SRS23468964,SRA2029520,Heilongjiang University of Chinese Medicine|College of Traditional Chinese Medicine,Heilongjiang University of Chinese Medicine,,,,,,,,,,,,T,,under 1.2% mapping rate,illumina,novaseq_era,unknown,random_priming,unknown,bulk,unknown,unknown,,China,2024-12-07,Undetermined,Larval,Undetermined,Undetermined
34961,SRR32588718,SRX27895233,SRS24266235,SRP568323,PRJNA1232602,Telomere to telomere genome assemblies for commonly used zebrafish laboratory strains,PRJNA1232602,Other,In this study  Iso Seq was performed on different zebrafish body organs  enabling a comprehensive view of organ specific transcriptomes. High quality PacBio Iso Seq long reads were generated from key zebrafish tissues  including the brain  testis  liver  eye  muscle  ovary  inner ear and kidney  to identify novel isoforms  tissue specific transcripts  and alternative splicing events. We also made available the Iso Seq data from embryos from different time points  hpf  0  6  12  and 24. This dataset enhances gene annotation  improves reference genome annotations  and provides insights into zebrafish organ specific gene expression.,,,,Iso Seq RNA from Danio rerio,C2 F2 F IE,,strain:NHGRI2|isolate:Single paired cross|breed:Zebrafish|cultivar:wild type|ecotype:United States|age:9 month|dev stage:adult fish|collection date:2024 06|geo loc name:USA|sex:female|tissue:inner ear|BioSampleModel:Model organism or animal,,,,,,,,,Iso Seq RNA from inner ear,C2 F2 F IE,C2 F2 F IE,The long Read Sequencing libraries was sequenced using PacBio Sequel II,,,RNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,PACBIO_SMRT,Sequel II,,SRP568323,,,m84270_240904_152521_s2.skera.flnc.fastq.gz,fastq,93609779073.0,46650644.0,m84270 240904 152521 s2.skera.flnc.fastq.gz,0:2006.61,A:27359819621;C:19471270902;G:20218480457;T:26560208093;N:0,2006,,,,27359819621,19471270902,20218480457,26560208093,0,SRX27895233,SRS24266235,SRA2089085,National Human Genome Research Institute|Translational and Functional Genomics Branch,National Human Genome Research Institute National Human Genome Research Institute,,,,,,,,,,,,T,,long read,pacbio,pacbio_modern,unknown,cdna_unspecified,unknown,bulk,unknown,unknown,,United States,2025-03-06,Adult,Adult,Undetermined,Undetermined
36504,SRR535848,SRX174964,SRS352998,SRP014772,PRJNA172016,Danio rerio strain:*AB Variation,PRJNA172016,Other,Forward genetic screens have elucidated molecular pathways required for innumerable aspects of life  however identifying the causal mutations from such screens has long been the bottleneck in the process  particularly in vertebrates. We have developed an RNA Seq based approach that identifies both the region of the genome linked to a mutation and candidate lesions that may be causal for the phenotype of interest. We show that our method successfully identifies zebrafish mutations that cause nonsense or missense changes to codons  alter transcript splicing  or alter gene expression levels. Furthermore  we develop an online accessible or downloadable bioinformatics pipeline allowing for easy implementation of all steps of the method. Overall  we show that RNA Seq is a fast  reliable  and cost effective method to map and identify mutations that will greatly facilitate the power of forward genetics in vertebrate models.,,,RNA seq data from Miller et al submitted. Data was generated in order to map ENU induced mutations in zebrafish. This data hox20 was created from 20 pooled hoxb1bb1219 fish that were the siblings of wt20.,Miller hox20.bam,Miller hox20.bam,,,,,,,,,,,Miller hox20.bam,Miller hox20.bam,1,50 bp Paired End,,,RNA-Seq,TRANSCRIPTOMIC,RT-PCR,SINGLE,ILLUMINA,Illumina HiSeq 2000,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>180</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,SRP014772,,,hox20.bam,bam,2051648571.0,22151528.0,Miller hox20.bam,0:49 1:49,A:528770281;C:501621137;G:487051170;T:534176088;N:29895,49,49,,,528770281,501621137,487051170,534176088,29895,SRX174964,SRS352998,SRA056859,Fred Hutchinson Cancer Research Center|Moens,Fred Hutchinson Cancer Research Center,2,0.9629,0.96282,0.07314,0.07288,0.6714,0.67125,0.4665,0.4637,49,49,B,B,biological fallback assumption,illumina,hiseq_era,unknown,other,unknown,bulk,unknown,unknown,,United States,2012-11-30,Undetermined,Undetermined,Undetermined,Undetermined
36739,SRR867022,SRX286270,SRS420566,SRP022549,PRJNA202401,Danio rerio Transcriptome or Gene expression,PRJNA202401,Other,Full transcriptome analysis of early dorsoventral DV patterning in zebrafish.,,,Full transcriptome analysis of early dorsoventral DV patterning in zebrafish,General Sample for Danio rerio,ICH,,strain:wild type,,,,,,,,,Full transcriptome analysis of early dorsoventral DV patterning in zebrafish  Bcat,Danio rerio boot,1,RNA quality and quantity measurements were performed on Bioanalyzer Agilent Technologies and Qubit Life Technologies. High quality RIN >8.5 total RNA samples from three biological replicates were pooled and processed using the SOLiD total RNA Seq Kit Life Technologies  according to the manufacturers suggestions. Briefly  5mg of pooled RNA was DNaseI treated and the ribosomal RNA depleted using Eucaryote RiboMinues rRNA Removal Kit Life Technologies. The leftover was fragmented using RNaseIII  the 50 200nt fraction size selected  sequencing adaptors ligated and the templates reverse transcribed using ArrayScript RT. The cDNA library was purified with Qiagen MinElute PCR Purification Kit Qiagen and size selected on a 6% TBE Urea denaturing polyacrylamide gel. The 150 250nt cDNA fraction was amplified using AmpliTaq polymerase and purified by AmPureXP Beads Agencourt. Concentration of each library was determined using the SOLiD Library TaqMan Quantitation Kit Life Technologies. Each library was clonally amplified on SOLiD P1 DNA Beads by emulsion PCR ePCR. Emulsions were broken with butanol  and ePCR beads enriched for template positive beads by hybridization with magnetic enrichment beads. Template enriched beads were extended at the three prime end in the presence of terminal transferase and three prime bead linker. Beads with the clonally amplified DNA were deposited onto sequencing slide and sequenced on SOLiD V4 Instrument using the 50 base sequencing chemistry.,,,RNA-Seq,TRANSCRIPTOMIC,unspecified,SINGLE,ABI_SOLID,AB SOLiD 3 Plus System,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>50</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,SRP022549,,,s0205_20091123_4_Boot2_F3_QV.qual s0205_20091123_4_Boot2_F3.csfasta,SOLiD_native SOLiD_native,9801985250.0,196039705.0,Zebrafish DV patterning Boot,0:50,0:2587797600;1:2275478534;2:2625317272;3:2293877905;.:19513939,50,,,,,,,,,SRX286270,SRS420566,SRA075737,BAYGEN|NGSP,BAYGEN,1,0.59289,,0.09435,,0.92669,,0.7658,,50,,B,,usable mapping rate,legacy,early,3prime,rrna_depletion,unknown,bulk,unknown,unknown,,Hungary,2013-05-23,Undetermined,Undetermined,Undetermined,Undetermined
36740,SRR867023,SRX286271,SRS420566,SRP022549,PRJNA202401,Danio rerio Transcriptome or Gene expression,PRJNA202401,Other,Full transcriptome analysis of early dorsoventral DV patterning in zebrafish.,,,Full transcriptome analysis of early dorsoventral DV patterning in zebrafish,General Sample for Danio rerio,ICH,,strain:wild type,,,,,,,,,Full transcriptome analysis of early dorsoventral DV patterning in zebrafish  ICH,Danio rerio ICH,1,RNA quality and quantity measurements were performed on Bioanalyzer Agilent Technologies and Qubit Life Technologies. High quality RIN >8.5 total RNA samples from three biological replicates were pooled and processed using the SOLiD total RNA Seq Kit Life Technologies  according to the manufacturers suggestions. Briefly  5mg of pooled RNA was DNaseI treated and the ribosomal RNA depleted using Eucaryote RiboMinues rRNA Removal Kit Life Technologies. The leftover was fragmented using RNaseIII  the 50 200nt fraction size selected  sequencing adaptors ligated and the templates reverse transcribed using ArrayScript RT. The cDNA library was purified with Qiagen MinElute PCR Purification Kit Qiagen and size selected on a 6% TBE Urea denaturing polyacrylamide gel. The 150 250nt cDNA fraction was amplified using AmpliTaq polymerase and purified by AmPureXP Beads Agencourt. Concentration of each library was determined using the SOLiD Library TaqMan Quantitation Kit Life Technologies. Each library was clonally amplified on SOLiD P1 DNA Beads by emulsion PCR ePCR. Emulsions were broken with butanol  and ePCR beads enriched for template positive beads by hybridization with magnetic enrichment beads. Template enriched beads were extended at the three prime end in the presence of terminal transferase and three prime bead linker. Beads with the clonally amplified DNA were deposited onto sequencing slide and sequenced on SOLiD V4 Instrument using the 50 base sequencing chemistry.,,,RNA-Seq,TRANSCRIPTOMIC,unspecified,SINGLE,ABI_SOLID,AB SOLiD 3 Plus System,<SPOT_DESCRIPTOR><SPOT_DECODE_SPEC><SPOT_LENGTH>50</SPOT_LENGTH><READ_SPEC><READ_INDEX>0</READ_INDEX><READ_CLASS>Application Read</READ_CLASS><READ_TYPE>Forward</READ_TYPE><BASE_COORD>1</BASE_COORD></READ_SPEC></SPOT_DECODE_SPEC></SPOT_DESCRIPTOR>,SRP022549,,,s0205_20091123_4_ICH_F3.csfasta s0205_20091123_4_ICH_F3_QV.qual,SOLiD_native SOLiD_native,10810535400.0,216210708.0,Zebrafish DV patterning ICH,0:50,0:2903579857;1:2528898611;2:2759865128;3:2553918387;.:64273417,50,,,,,,,,,SRX286271,SRS420566,SRA075737,BAYGEN|NGSP,BAYGEN,1,0.42474,,0.06136,,0.93434,,0.75757,,50,,B,,usable mapping rate,legacy,early,3prime,rrna_depletion,unknown,bulk,unknown,unknown,,Hungary,2013-05-23,Undetermined,Undetermined,Undetermined,Undetermined
37961,SRR1205174,SRX501301,SRS582373,SRP040561,PRJNA242641,Gene expression analysis of hair cell regeneration in the zebrafish lateral line,GSE56176,Transcriptome Analysis,Deafness due to the terminal loss of inner ear hair cells is one of the most common sensory diseases. However  non mammalian animals e.g. birds  amphibian and fish regenerate damaged hair cells. In order to better understand the reasons underpinning such regeneration disparities in vertebrates  we set out to define the changes in gene expression associated with the regeneration of hair cells in the zebrafish lateral line at high resolution. We performed RNA Seq analyses on regenerating support cells purified by fluorescence activated cell sorting FACS. The zebrafish lateral line provides an experimentally accessible system to define the complex signaling events triggered by injury and regeneration  because these cells can be acutely killed by exposure to neomycin  post which they regenerate rapidly. Lateral line hair cells are located in the center of a mechanosensory organ known as the neuromast and are surrounded by inner support cells and an outer ring of mantle cells. TgsqET20 larvae express GFP strongly in mantle cells and to a lesser degree in inner support cells. We isolated GFP positive and GFP negative cells from 5 dpf dpf TgsqET20 larvae at 1  3 and 5 hours post neomycin treatment  as well as from a non treated control. Overall design: Transgenic zebrafish TgsqET20 larvae at 5 dpf were exposed to neomycin  dissociated  and FACS sorted into GFP positive and GFP negative populations at xxx  3  and 5 hours following treatment  along with a mock treated 1 hr control. The experiment was performed in triplicate  for a total of 24 samples.,,pubmed:24706903,,cntl neo 5hr 3,GSM1357182,,tissue:GFP negative cells from 5 dpf larvae|drug:neomycin|time:5hr|gfp status:negative|genotype:TgsqET20|experiment date:Apr2012,cntl neo 5hr 3,Data was processed with CASAVA version 1.8.2 Sequence reads in fastq format were mapped to danRer7using tophat 1.4.1 with options –g 1 and a GTF description of transcripts based on Ensembl 63. FPKM values for these transcripts were generated using cufflinks v1.3. Genome build: danRer7 Supplementary files format and content: FPKM values per gene.,GFP negative cells from 5 dpf larvae,For neomycin treatment  5dpf larvae were treated for 30min with 300μM neomycin Fisher BioReagents diluted in 0.5X E2 medium  rinsed three times and recovered in 0.5X E2 medium at 28.5°C for the indicated time.,Two hundred 5dpf untreated TgsqET20 control or neomycin treated TgsqET20 larvae were anesthetized  collected in a 2mL tube  dissociated with trypsin and filtered to remove un dissociated tissue. A two gate FACS strategy was used to select only living target cells from excesses of dead cells and cellular debris of the larval cell suspensions see Materials and Methods of associated manuscript for detailed FACS protocol. Approximately 30 000 GFP  or GFP+ cells were used for total RNA extraction using Trizol Invitrogen following the manufacturer’s manual. Libraries for RNA sequencing were made with poly A selected mRNA using the Illumina TruSeq RNA library construction kit v2 Illumina. The resulting libraries were purified using Agencourt AMPure XP system Backman Coulter  then quantified using a Bioanalyzer or Qubit Fluorometer Life Technologies.,Larvae were generated by paired matings and raised in 0.5X E2 medium at 28.5°C. GFP positive larvae were sorted from wild type larvae at 48 hpf under fluorescent stereoscope.,drug:neomycin|time:5hr|gfp status:negative|genotype:TgsqET20|experiment date:Apr2012,GSM1357182,GSM1357182: cntl neo 5hr 3; Danio rerio; RNA Seq,GSM1357182,,1,Two hundred 5dpf untreated TgsqET20 control or neomycin treated TgsqET20 larvae were anesthetized  collected in a 2mL tube  dissociated with trypsin and filtered to remove un dissociated tissue. A two gate FACS strategy was used to select only living target cells from excesses of dead cells and cellular debris of the larval cell suspensions see Materials and Methods of associated manuscript for detailed FACS protocol. Approximately 30 000 GFP  or GFP+ cells were used for total RNA extraction using Trizol Invitrogen following the manufacturer’s manual. Libraries for RNA sequencing were made with poly A selected mRNA using the Illumina TruSeq RNA library construction kit v2 Illumina. The resulting libraries were purified using Agencourt AMPure XP system Backman Coulter  then quantified using a Bioanalyzer or Qubit Fluorometer Life Technologies.,GEO Accession:GSM1357182,RNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,Illumina HiSeq 2000,,SRP040561,,loader:latf load,cntl_neo_5_3.fastq.gz,fastq,1630216750.0,32604335.0,GSM1357182 r1,0:50 1:0,A:435441738;C:384703554;G:377838654;T:432163463;N:69341,50,0,,,435441738,384703554,377838654,432163463,69341,SRX501301,SRS582373,SRA149178,GEO,"Seidel, Genomics, Stowers Institute",1,0.93632,,0.20492,,0.67551,,0.50281,,50,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,trueseq,bulk,unknown,unknown,,United States,2014-03-25,Multi-stage,Multi-stage,Undetermined,Undetermined
37962,SRR1205173,SRX501300,SRS582372,SRP040561,PRJNA242641,Gene expression analysis of hair cell regeneration in the zebrafish lateral line,GSE56176,Transcriptome Analysis,Deafness due to the terminal loss of inner ear hair cells is one of the most common sensory diseases. However  non mammalian animals e.g. birds  amphibian and fish regenerate damaged hair cells. In order to better understand the reasons underpinning such regeneration disparities in vertebrates  we set out to define the changes in gene expression associated with the regeneration of hair cells in the zebrafish lateral line at high resolution. We performed RNA Seq analyses on regenerating support cells purified by fluorescence activated cell sorting FACS. The zebrafish lateral line provides an experimentally accessible system to define the complex signaling events triggered by injury and regeneration  because these cells can be acutely killed by exposure to neomycin  post which they regenerate rapidly. Lateral line hair cells are located in the center of a mechanosensory organ known as the neuromast and are surrounded by inner support cells and an outer ring of mantle cells. TgsqET20 larvae express GFP strongly in mantle cells and to a lesser degree in inner support cells. We isolated GFP positive and GFP negative cells from 5 dpf dpf TgsqET20 larvae at 1  3 and 5 hours post neomycin treatment  as well as from a non treated control. Overall design: Transgenic zebrafish TgsqET20 larvae at 5 dpf were exposed to neomycin  dissociated  and FACS sorted into GFP positive and GFP negative populations at xxx  3  and 5 hours following treatment  along with a mock treated 1 hr control. The experiment was performed in triplicate  for a total of 24 samples.,,pubmed:24706903,,cntl neo 5hr 2,GSM1357181,,tissue:GFP negative cells from 5 dpf larvae|drug:neomycin|time:5hr|gfp status:negative|genotype:TgsqET20|experiment date:Apr2012,cntl neo 5hr 2,Data was processed with CASAVA version 1.8.2 Sequence reads in fastq format were mapped to danRer7using tophat 1.4.1 with options –g 1 and a GTF description of transcripts based on Ensembl 63. FPKM values for these transcripts were generated using cufflinks v1.3. Genome build: danRer7 Supplementary files format and content: FPKM values per gene.,GFP negative cells from 5 dpf larvae,For neomycin treatment  5dpf larvae were treated for 30min with 300μM neomycin Fisher BioReagents diluted in 0.5X E2 medium  rinsed three times and recovered in 0.5X E2 medium at 28.5°C for the indicated time.,Two hundred 5dpf untreated TgsqET20 control or neomycin treated TgsqET20 larvae were anesthetized  collected in a 2mL tube  dissociated with trypsin and filtered to remove un dissociated tissue. A two gate FACS strategy was used to select only living target cells from excesses of dead cells and cellular debris of the larval cell suspensions see Materials and Methods of associated manuscript for detailed FACS protocol. Approximately 30 000 GFP  or GFP+ cells were used for total RNA extraction using Trizol Invitrogen following the manufacturer’s manual. Libraries for RNA sequencing were made with poly A selected mRNA using the Illumina TruSeq RNA library construction kit v2 Illumina. The resulting libraries were purified using Agencourt AMPure XP system Backman Coulter  then quantified using a Bioanalyzer or Qubit Fluorometer Life Technologies.,Larvae were generated by paired matings and raised in 0.5X E2 medium at 28.5°C. GFP positive larvae were sorted from wild type larvae at 48 hpf under fluorescent stereoscope.,drug:neomycin|time:5hr|gfp status:negative|genotype:TgsqET20|experiment date:Apr2012,GSM1357181,GSM1357181: cntl neo 5hr 2; Danio rerio; RNA Seq,GSM1357181,,1,Two hundred 5dpf untreated TgsqET20 control or neomycin treated TgsqET20 larvae were anesthetized  collected in a 2mL tube  dissociated with trypsin and filtered to remove un dissociated tissue. A two gate FACS strategy was used to select only living target cells from excesses of dead cells and cellular debris of the larval cell suspensions see Materials and Methods of associated manuscript for detailed FACS protocol. Approximately 30 000 GFP  or GFP+ cells were used for total RNA extraction using Trizol Invitrogen following the manufacturer’s manual. Libraries for RNA sequencing were made with poly A selected mRNA using the Illumina TruSeq RNA library construction kit v2 Illumina. The resulting libraries were purified using Agencourt AMPure XP system Backman Coulter  then quantified using a Bioanalyzer or Qubit Fluorometer Life Technologies.,GEO Accession:GSM1357181,RNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,Illumina HiSeq 2000,,SRP040561,,loader:latf load,cntl_neo_5_2.fastq.gz,fastq,1812797550.0,36255951.0,GSM1357181 r1,0:50 1:0,A:484800524;C:426109547;G:417833682;T:483968870;N:84927,50,0,,,484800524,426109547,417833682,483968870,84927,SRX501300,SRS582372,SRA149178,GEO,"Seidel, Genomics, Stowers Institute",1,0.93602,,0.21513,,0.67517,,0.49404,,50,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,trueseq,bulk,unknown,unknown,,United States,2014-03-25,Multi-stage,Multi-stage,Undetermined,Undetermined
37963,SRR1205172,SRX501299,SRS582371,SRP040561,PRJNA242641,Gene expression analysis of hair cell regeneration in the zebrafish lateral line,GSE56176,Transcriptome Analysis,Deafness due to the terminal loss of inner ear hair cells is one of the most common sensory diseases. However  non mammalian animals e.g. birds  amphibian and fish regenerate damaged hair cells. In order to better understand the reasons underpinning such regeneration disparities in vertebrates  we set out to define the changes in gene expression associated with the regeneration of hair cells in the zebrafish lateral line at high resolution. We performed RNA Seq analyses on regenerating support cells purified by fluorescence activated cell sorting FACS. The zebrafish lateral line provides an experimentally accessible system to define the complex signaling events triggered by injury and regeneration  because these cells can be acutely killed by exposure to neomycin  post which they regenerate rapidly. Lateral line hair cells are located in the center of a mechanosensory organ known as the neuromast and are surrounded by inner support cells and an outer ring of mantle cells. TgsqET20 larvae express GFP strongly in mantle cells and to a lesser degree in inner support cells. We isolated GFP positive and GFP negative cells from 5 dpf dpf TgsqET20 larvae at 1  3 and 5 hours post neomycin treatment  as well as from a non treated control. Overall design: Transgenic zebrafish TgsqET20 larvae at 5 dpf were exposed to neomycin  dissociated  and FACS sorted into GFP positive and GFP negative populations at xxx  3  and 5 hours following treatment  along with a mock treated 1 hr control. The experiment was performed in triplicate  for a total of 24 samples.,,pubmed:24706903,,cntl neo 5hr 1,GSM1357180,,tissue:GFP negative cells from 5 dpf larvae|drug:neomycin|time:5hr|gfp status:negative|genotype:TgsqET20|experiment date:Apr2012,cntl neo 5hr 1,Data was processed with CASAVA version 1.8.2 Sequence reads in fastq format were mapped to danRer7using tophat 1.4.1 with options –g 1 and a GTF description of transcripts based on Ensembl 63. FPKM values for these transcripts were generated using cufflinks v1.3. Genome build: danRer7 Supplementary files format and content: FPKM values per gene.,GFP negative cells from 5 dpf larvae,For neomycin treatment  5dpf larvae were treated for 30min with 300μM neomycin Fisher BioReagents diluted in 0.5X E2 medium  rinsed three times and recovered in 0.5X E2 medium at 28.5°C for the indicated time.,Two hundred 5dpf untreated TgsqET20 control or neomycin treated TgsqET20 larvae were anesthetized  collected in a 2mL tube  dissociated with trypsin and filtered to remove un dissociated tissue. A two gate FACS strategy was used to select only living target cells from excesses of dead cells and cellular debris of the larval cell suspensions see Materials and Methods of associated manuscript for detailed FACS protocol. Approximately 30 000 GFP  or GFP+ cells were used for total RNA extraction using Trizol Invitrogen following the manufacturer’s manual. Libraries for RNA sequencing were made with poly A selected mRNA using the Illumina TruSeq RNA library construction kit v2 Illumina. The resulting libraries were purified using Agencourt AMPure XP system Backman Coulter  then quantified using a Bioanalyzer or Qubit Fluorometer Life Technologies.,Larvae were generated by paired matings and raised in 0.5X E2 medium at 28.5°C. GFP positive larvae were sorted from wild type larvae at 48 hpf under fluorescent stereoscope.,drug:neomycin|time:5hr|gfp status:negative|genotype:TgsqET20|experiment date:Apr2012,GSM1357180,GSM1357180: cntl neo 5hr 1; Danio rerio; RNA Seq,GSM1357180,,1,Two hundred 5dpf untreated TgsqET20 control or neomycin treated TgsqET20 larvae were anesthetized  collected in a 2mL tube  dissociated with trypsin and filtered to remove un dissociated tissue. A two gate FACS strategy was used to select only living target cells from excesses of dead cells and cellular debris of the larval cell suspensions see Materials and Methods of associated manuscript for detailed FACS protocol. Approximately 30 000 GFP  or GFP+ cells were used for total RNA extraction using Trizol Invitrogen following the manufacturer’s manual. Libraries for RNA sequencing were made with poly A selected mRNA using the Illumina TruSeq RNA library construction kit v2 Illumina. The resulting libraries were purified using Agencourt AMPure XP system Backman Coulter  then quantified using a Bioanalyzer or Qubit Fluorometer Life Technologies.,GEO Accession:GSM1357180,RNA-Seq,TRANSCRIPTOMIC,cDNA,SINGLE,ILLUMINA,Illumina HiSeq 2000,,SRP040561,,loader:latf load,cntl_neo_5_1.fastq.gz,fastq,1616736500.0,32334730.0,GSM1357180 r1,0:50 1:0,A:425328931;C:388105733;G:379129548;T:424100489;N:71799,50,0,,,425328931,388105733,379129548,424100489,71799,SRX501299,SRS582371,SRA149178,GEO,"Seidel, Genomics, Stowers Institute",1,0.9361,,0.23516,,0.68091,,0.50961,,50,,B,,usable mapping rate,illumina,hiseq_era,unknown,poly_a,trueseq,bulk,unknown,unknown,,United States,2014-03-25,Multi-stage,Multi-stage,Undetermined,Undetermined