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Gene-associated markers as a genomic and transcriptomic resource for a highly migratory and apex predator shark (Isurus oxyrinchus)
The shortfin mako, Isurus oxyrinchus , is an oceanic pelagic shark species found worldwide in tropical and subtropical waters. It is frequently caught by pelagic longline fisheries, but despite its commercial importance and ecological significance, little is still known about its biology and ecology...
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Published in: | Marine biology 2022-09, Vol.169 (9), Article 109 |
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creator | Domingues, Rodrigo R. Mastrochirico-Filho, Vito Antonio Mendes, Natalia J. Hashimoto, Diogo T. Coelho, Rui Antunes, Agostinho Foresti, Fausto Mendonça, Fernando F. |
description | The shortfin mako,
Isurus oxyrinchus
, is an oceanic pelagic shark species found worldwide in tropical and subtropical waters. It is frequently caught by pelagic longline fisheries, but despite its commercial importance and ecological significance, little is still known about its biology and ecology at the molecular level. Therefore, we combined two massive parallel sequencing approaches, double digest restriction site-associated DNA sequencing (ddRAD) and RNA sequencing (RNAseq), for single nucleotide polymorphism (SNP) discovery in the shortfin mako. The ddRAD yielded a total of 82,676 putative SNPs. For RNAseq, a total of 129,663 putative SNPs were found. After the stricter filtering procedure, 405 SNPs from ddRAD and 1165 SNPs from RNAseq were retained and suitable for further analysis. Annotation analysis of SNPs from ddRAD revealed a total of 55 gene associated SNP markers, of which 32 SNPs (58.2%) are associated with diseases and defense responses, 9 SNPs (16.4%) are associated with developmental process, and 3 SNPs (5.4%) are present in genes involved in the reproductive function. For RNAseq, 739 SNPs were annotated and associated to relevant functions amongst which 10 SNPs (0.53%) were related with reproduction, 6 SNPs (0.32%) with growth, and 9 (0.48%) with locomotion. Overall, the genotyping of the SNPs was followed by the validation of 255 SNPs from ddRAD and 646 for RNAseq in 31 individuals from the Atlantic and Indian oceans. Our results provide valuable sequence resources for future population genomics analysis, comparative genomics, phylogenomics, and molecular evolution of the globally endangered shortfin mako shark. |
doi_str_mv | 10.1007/s00227-022-04094-z |
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Isurus oxyrinchus
, is an oceanic pelagic shark species found worldwide in tropical and subtropical waters. It is frequently caught by pelagic longline fisheries, but despite its commercial importance and ecological significance, little is still known about its biology and ecology at the molecular level. Therefore, we combined two massive parallel sequencing approaches, double digest restriction site-associated DNA sequencing (ddRAD) and RNA sequencing (RNAseq), for single nucleotide polymorphism (SNP) discovery in the shortfin mako. The ddRAD yielded a total of 82,676 putative SNPs. For RNAseq, a total of 129,663 putative SNPs were found. After the stricter filtering procedure, 405 SNPs from ddRAD and 1165 SNPs from RNAseq were retained and suitable for further analysis. Annotation analysis of SNPs from ddRAD revealed a total of 55 gene associated SNP markers, of which 32 SNPs (58.2%) are associated with diseases and defense responses, 9 SNPs (16.4%) are associated with developmental process, and 3 SNPs (5.4%) are present in genes involved in the reproductive function. For RNAseq, 739 SNPs were annotated and associated to relevant functions amongst which 10 SNPs (0.53%) were related with reproduction, 6 SNPs (0.32%) with growth, and 9 (0.48%) with locomotion. Overall, the genotyping of the SNPs was followed by the validation of 255 SNPs from ddRAD and 646 for RNAseq in 31 individuals from the Atlantic and Indian oceans. Our results provide valuable sequence resources for future population genomics analysis, comparative genomics, phylogenomics, and molecular evolution of the globally endangered shortfin mako shark.</description><identifier>ISSN: 0025-3162</identifier><identifier>EISSN: 1432-1793</identifier><identifier>DOI: 10.1007/s00227-022-04094-z</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Analysis ; Annotations ; Behavior ; Biological markers ; Biology ; Biomarkers ; Biomedical and Life Sciences ; DNA sequences ; DNA sequencing ; Environmental aspects ; Fisheries ; Freshwater & Marine Ecology ; Genetic aspects ; Genomics ; Genotyping ; Isurus ; Isurus oxyrinchus ; Life Sciences ; Locomotion ; Longline fishing ; Marine & Freshwater Sciences ; Marine biology ; Marine fishes ; Methods ; Microbiology ; Molecular evolution ; Nucleotide sequence ; Nucleotide sequencing ; Nucleotides ; Oceanography ; Oceans ; Original Paper ; Pelagic fisheries ; Polymorphism ; Predators ; RNA sequencing ; Sharks ; Single nucleotide polymorphisms ; Single-nucleotide polymorphism ; Transcriptomics ; Zoology</subject><ispartof>Marine biology, 2022-09, Vol.169 (9), Article 109</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>COPYRIGHT 2022 Springer</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c403t-b30c0b05e143a43d5dfb1b9f648069fd9bf530f49c354ceccca29a47ab8acfbe3</cites><orcidid>0000-0002-3550-2671 ; 0000-0002-4806-9897 ; 0000-0002-1328-1732 ; 0000-0002-8979-645X ; 0000-0002-0862-0445 ; 0000-0002-8808-2498 ; 0000-0003-3813-5157</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Domingues, Rodrigo R.</creatorcontrib><creatorcontrib>Mastrochirico-Filho, Vito Antonio</creatorcontrib><creatorcontrib>Mendes, Natalia J.</creatorcontrib><creatorcontrib>Hashimoto, Diogo T.</creatorcontrib><creatorcontrib>Coelho, Rui</creatorcontrib><creatorcontrib>Antunes, Agostinho</creatorcontrib><creatorcontrib>Foresti, Fausto</creatorcontrib><creatorcontrib>Mendonça, Fernando F.</creatorcontrib><title>Gene-associated markers as a genomic and transcriptomic resource for a highly migratory and apex predator shark (Isurus oxyrinchus)</title><title>Marine biology</title><addtitle>Mar Biol</addtitle><description>The shortfin mako,
Isurus oxyrinchus
, is an oceanic pelagic shark species found worldwide in tropical and subtropical waters. It is frequently caught by pelagic longline fisheries, but despite its commercial importance and ecological significance, little is still known about its biology and ecology at the molecular level. Therefore, we combined two massive parallel sequencing approaches, double digest restriction site-associated DNA sequencing (ddRAD) and RNA sequencing (RNAseq), for single nucleotide polymorphism (SNP) discovery in the shortfin mako. The ddRAD yielded a total of 82,676 putative SNPs. For RNAseq, a total of 129,663 putative SNPs were found. After the stricter filtering procedure, 405 SNPs from ddRAD and 1165 SNPs from RNAseq were retained and suitable for further analysis. Annotation analysis of SNPs from ddRAD revealed a total of 55 gene associated SNP markers, of which 32 SNPs (58.2%) are associated with diseases and defense responses, 9 SNPs (16.4%) are associated with developmental process, and 3 SNPs (5.4%) are present in genes involved in the reproductive function. For RNAseq, 739 SNPs were annotated and associated to relevant functions amongst which 10 SNPs (0.53%) were related with reproduction, 6 SNPs (0.32%) with growth, and 9 (0.48%) with locomotion. Overall, the genotyping of the SNPs was followed by the validation of 255 SNPs from ddRAD and 646 for RNAseq in 31 individuals from the Atlantic and Indian oceans. Our results provide valuable sequence resources for future population genomics analysis, comparative genomics, phylogenomics, and molecular evolution of the globally endangered shortfin mako shark.</description><subject>Analysis</subject><subject>Annotations</subject><subject>Behavior</subject><subject>Biological markers</subject><subject>Biology</subject><subject>Biomarkers</subject><subject>Biomedical and Life Sciences</subject><subject>DNA sequences</subject><subject>DNA sequencing</subject><subject>Environmental aspects</subject><subject>Fisheries</subject><subject>Freshwater & Marine Ecology</subject><subject>Genetic aspects</subject><subject>Genomics</subject><subject>Genotyping</subject><subject>Isurus</subject><subject>Isurus oxyrinchus</subject><subject>Life Sciences</subject><subject>Locomotion</subject><subject>Longline fishing</subject><subject>Marine & Freshwater Sciences</subject><subject>Marine biology</subject><subject>Marine fishes</subject><subject>Methods</subject><subject>Microbiology</subject><subject>Molecular evolution</subject><subject>Nucleotide sequence</subject><subject>Nucleotide sequencing</subject><subject>Nucleotides</subject><subject>Oceanography</subject><subject>Oceans</subject><subject>Original Paper</subject><subject>Pelagic fisheries</subject><subject>Polymorphism</subject><subject>Predators</subject><subject>RNA sequencing</subject><subject>Sharks</subject><subject>Single nucleotide polymorphisms</subject><subject>Single-nucleotide polymorphism</subject><subject>Transcriptomics</subject><subject>Zoology</subject><issn>0025-3162</issn><issn>1432-1793</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9UV1rFDEUDaLgWv0DPgV80YfUfM3O5LEUbQsFX_Q5ZDI3s6m7yZjMQLev_ePe7haKsEjCDTk554ZzDyEfBT8XnLdfK-dStgwL45obzR5ekZXQSjLRGvWarPC9YUqs5VvyrtY7jvdWqhV5vIIEzNWafXQzDHTnym8olTrcdISUd9FTlwY6F5eqL3GaD1CBmpfigYZckLmJ42a7p7s4Fjfnsj9I3AT3dCowPEG0brA1_XxTl7JUmu_3JSa_WeqX9-RNcNsKH57PM_Lr-7efl9fs9sfVzeXFLfOaq5n1inve8wbQl9NqaIbQi96Ete742oTB9KFRPGjjVaM9eO-dNE63ru-cDz2oM_Lp2Hcq-c8CdbZ3aCHhl1auTWdaozvzwhrdFmxMIaNzv4vV24tWyLYxvBPIYidYOC8obpsThIjwP_zzE3xcA-A0TwrkUeBLrrVAsFOJGM7eCm6fMrfHzC0We8jcPqBIHUUVyWmE8uLwP6q_kRaxBQ</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Domingues, Rodrigo R.</creator><creator>Mastrochirico-Filho, Vito Antonio</creator><creator>Mendes, Natalia J.</creator><creator>Hashimoto, Diogo 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markers as a genomic and transcriptomic resource for a highly migratory and apex predator shark (Isurus oxyrinchus)</title><author>Domingues, Rodrigo R. ; Mastrochirico-Filho, Vito Antonio ; Mendes, Natalia J. ; Hashimoto, Diogo T. ; Coelho, Rui ; Antunes, Agostinho ; Foresti, Fausto ; Mendonça, Fernando F.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c403t-b30c0b05e143a43d5dfb1b9f648069fd9bf530f49c354ceccca29a47ab8acfbe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Analysis</topic><topic>Annotations</topic><topic>Behavior</topic><topic>Biological markers</topic><topic>Biology</topic><topic>Biomarkers</topic><topic>Biomedical and Life Sciences</topic><topic>DNA sequences</topic><topic>DNA sequencing</topic><topic>Environmental aspects</topic><topic>Fisheries</topic><topic>Freshwater & Marine Ecology</topic><topic>Genetic 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biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Domingues, Rodrigo R.</au><au>Mastrochirico-Filho, Vito Antonio</au><au>Mendes, Natalia J.</au><au>Hashimoto, Diogo T.</au><au>Coelho, Rui</au><au>Antunes, Agostinho</au><au>Foresti, Fausto</au><au>Mendonça, Fernando F.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gene-associated markers as a genomic and transcriptomic resource for a highly migratory and apex predator shark (Isurus oxyrinchus)</atitle><jtitle>Marine biology</jtitle><stitle>Mar Biol</stitle><date>2022-09-01</date><risdate>2022</risdate><volume>169</volume><issue>9</issue><artnum>109</artnum><issn>0025-3162</issn><eissn>1432-1793</eissn><abstract>The shortfin mako,
Isurus oxyrinchus
, is an oceanic pelagic shark species found worldwide in tropical and subtropical waters. It is frequently caught by pelagic longline fisheries, but despite its commercial importance and ecological significance, little is still known about its biology and ecology at the molecular level. Therefore, we combined two massive parallel sequencing approaches, double digest restriction site-associated DNA sequencing (ddRAD) and RNA sequencing (RNAseq), for single nucleotide polymorphism (SNP) discovery in the shortfin mako. The ddRAD yielded a total of 82,676 putative SNPs. For RNAseq, a total of 129,663 putative SNPs were found. After the stricter filtering procedure, 405 SNPs from ddRAD and 1165 SNPs from RNAseq were retained and suitable for further analysis. Annotation analysis of SNPs from ddRAD revealed a total of 55 gene associated SNP markers, of which 32 SNPs (58.2%) are associated with diseases and defense responses, 9 SNPs (16.4%) are associated with developmental process, and 3 SNPs (5.4%) are present in genes involved in the reproductive function. For RNAseq, 739 SNPs were annotated and associated to relevant functions amongst which 10 SNPs (0.53%) were related with reproduction, 6 SNPs (0.32%) with growth, and 9 (0.48%) with locomotion. Overall, the genotyping of the SNPs was followed by the validation of 255 SNPs from ddRAD and 646 for RNAseq in 31 individuals from the Atlantic and Indian oceans. Our results provide valuable sequence resources for future population genomics analysis, comparative genomics, phylogenomics, and molecular evolution of the globally endangered shortfin mako shark.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s00227-022-04094-z</doi><orcidid>https://orcid.org/0000-0002-3550-2671</orcidid><orcidid>https://orcid.org/0000-0002-4806-9897</orcidid><orcidid>https://orcid.org/0000-0002-1328-1732</orcidid><orcidid>https://orcid.org/0000-0002-8979-645X</orcidid><orcidid>https://orcid.org/0000-0002-0862-0445</orcidid><orcidid>https://orcid.org/0000-0002-8808-2498</orcidid><orcidid>https://orcid.org/0000-0003-3813-5157</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Annotations Behavior Biological markers Biology Biomarkers Biomedical and Life Sciences DNA sequences DNA sequencing Environmental aspects Fisheries Freshwater & Marine Ecology Genetic aspects Genomics Genotyping Isurus Isurus oxyrinchus Life Sciences Locomotion Longline fishing Marine & Freshwater Sciences Marine biology Marine fishes Methods Microbiology Molecular evolution Nucleotide sequence Nucleotide sequencing Nucleotides Oceanography Oceans Original Paper Pelagic fisheries Polymorphism Predators RNA sequencing Sharks Single nucleotide polymorphisms Single-nucleotide polymorphism Transcriptomics Zoology |
title | Gene-associated markers as a genomic and transcriptomic resource for a highly migratory and apex predator shark (Isurus oxyrinchus) |
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