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De novo transcriptome based on next-generation sequencing reveals candidate genes with sex-specific expression in Arapaima gigas (Schinz, 1822), an ancient Amazonian freshwater fish
The Arapaima (Arapaima gigas) is one of the world's largest freshwater bony fish, and is found in the rivers of the Amazon basin. This species is a potential aquaculture resource, although reproductive management in captivity is limited in particular due to the lack of external sexual dimorphis...
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Published in: | PloS one 2018-10, Vol.13 (10), p.e0206379-e0206379 |
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description | The Arapaima (Arapaima gigas) is one of the world's largest freshwater bony fish, and is found in the rivers of the Amazon basin. This species is a potential aquaculture resource, although reproductive management in captivity is limited in particular due to the lack of external sexual dimorphism. In this study, using the 454 Roche platform (pyrosequencing) techniques, we evaluated a major portion of the transcriptome of this important Amazonian species.
Four libraries obtained from the liver and skin tissue of juvenile specimens (representing males and females separately) were sequenced, yielding 5,453,919 high-quality reads. The de novo transcriptome assembly resulted in 175,792 contigs, with 51,057 significant blast hits. A total of 38,586 transcripts were mapped by Gene Ontology using Blast2GO. We identified 20,219 genes in the total transcriptome (9,551 in the liver and 16,818 in the skin). The gene expression analyses indicated 105 genes in the liver and 204 in the skin with differentiated expression profiles, with 95 being over-expressed in the females and 214 in the males. The log2 Fold Change and heatmap based on Reads Per Kilobase per Million mapped reads (RPKM) revealed that the gene expression in the skin is highly differentiated between male and female arapaima, while the levels of expression in the liver are similar between the sexes.
Transcriptome analysis based on pyrosequencing proved to be a reliable tool for the identification of genes with differentiated expression profiles between male and female arapaima. These results provide useful insights into the molecular pathways of sexual dimorphism in this important Amazonian species, and for comparative analyses with other teleosts. |
doi_str_mv | 10.1371/journal.pone.0206379 |
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Four libraries obtained from the liver and skin tissue of juvenile specimens (representing males and females separately) were sequenced, yielding 5,453,919 high-quality reads. The de novo transcriptome assembly resulted in 175,792 contigs, with 51,057 significant blast hits. A total of 38,586 transcripts were mapped by Gene Ontology using Blast2GO. We identified 20,219 genes in the total transcriptome (9,551 in the liver and 16,818 in the skin). The gene expression analyses indicated 105 genes in the liver and 204 in the skin with differentiated expression profiles, with 95 being over-expressed in the females and 214 in the males. The log2 Fold Change and heatmap based on Reads Per Kilobase per Million mapped reads (RPKM) revealed that the gene expression in the skin is highly differentiated between male and female arapaima, while the levels of expression in the liver are similar between the sexes.
Transcriptome analysis based on pyrosequencing proved to be a reliable tool for the identification of genes with differentiated expression profiles between male and female arapaima. These results provide useful insights into the molecular pathways of sexual dimorphism in this important Amazonian species, and for comparative analyses with other teleosts.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0206379</identifier><identifier>PMID: 30372461</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Animals ; Arapaima ; Biology and Life Sciences ; Dimorphism (Biology) ; Female ; Fishes - genetics ; Fishes - metabolism ; Fishes - physiology ; Gene expression ; Gene Expression Profiling ; Genetic aspects ; High-Throughput Nucleotide Sequencing ; Male ; Medicine and Health Sciences ; Molecular Sequence Annotation ; Pigmentation - genetics ; Sex Characteristics</subject><ispartof>PloS one, 2018-10, Vol.13 (10), p.e0206379-e0206379</ispartof><rights>COPYRIGHT 2018 Public Library of Science</rights><rights>2018 Watanabe et al 2018 Watanabe et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c471t-9fde7fb7727f619a5f02cd3a5c6fb9efd41c30089b1261304856bfba37167d873</citedby><cites>FETCH-LOGICAL-c471t-9fde7fb7727f619a5f02cd3a5c6fb9efd41c30089b1261304856bfba37167d873</cites><orcidid>0000-0003-3349-5508</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6205615/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6205615/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,37013,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30372461$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Wang, Hanping</contributor><creatorcontrib>Watanabe, Luciana</creatorcontrib><creatorcontrib>Gomes, Fátima</creatorcontrib><creatorcontrib>Vianez, João</creatorcontrib><creatorcontrib>Nunes, Márcio</creatorcontrib><creatorcontrib>Cardoso, Jedson</creatorcontrib><creatorcontrib>Lima, Clayton</creatorcontrib><creatorcontrib>Schneider, Horacio</creatorcontrib><creatorcontrib>Sampaio, Iracilda</creatorcontrib><title>De novo transcriptome based on next-generation sequencing reveals candidate genes with sex-specific expression in Arapaima gigas (Schinz, 1822), an ancient Amazonian freshwater fish</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>The Arapaima (Arapaima gigas) is one of the world's largest freshwater bony fish, and is found in the rivers of the Amazon basin. This species is a potential aquaculture resource, although reproductive management in captivity is limited in particular due to the lack of external sexual dimorphism. In this study, using the 454 Roche platform (pyrosequencing) techniques, we evaluated a major portion of the transcriptome of this important Amazonian species.
Four libraries obtained from the liver and skin tissue of juvenile specimens (representing males and females separately) were sequenced, yielding 5,453,919 high-quality reads. The de novo transcriptome assembly resulted in 175,792 contigs, with 51,057 significant blast hits. A total of 38,586 transcripts were mapped by Gene Ontology using Blast2GO. We identified 20,219 genes in the total transcriptome (9,551 in the liver and 16,818 in the skin). The gene expression analyses indicated 105 genes in the liver and 204 in the skin with differentiated expression profiles, with 95 being over-expressed in the females and 214 in the males. The log2 Fold Change and heatmap based on Reads Per Kilobase per Million mapped reads (RPKM) revealed that the gene expression in the skin is highly differentiated between male and female arapaima, while the levels of expression in the liver are similar between the sexes.
Transcriptome analysis based on pyrosequencing proved to be a reliable tool for the identification of genes with differentiated expression profiles between male and female arapaima. These results provide useful insights into the molecular pathways of sexual dimorphism in this important Amazonian species, and for comparative analyses with other teleosts.</description><subject>Animals</subject><subject>Arapaima</subject><subject>Biology and Life Sciences</subject><subject>Dimorphism (Biology)</subject><subject>Female</subject><subject>Fishes - genetics</subject><subject>Fishes - metabolism</subject><subject>Fishes - physiology</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Genetic aspects</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Male</subject><subject>Medicine and Health Sciences</subject><subject>Molecular Sequence Annotation</subject><subject>Pigmentation - genetics</subject><subject>Sex Characteristics</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNptUl1rFDEUHUSxtfoPRAK-VOis-ZhJZl4KS_0qFHxQn0MmuZlNmU3GZHa79n_5_8y4a-mCJJDk5pxz701OUbwmeEGYIO9vwyZ6NSzG4GGBKeZMtE-KU9IyWnKK2dNH-5PiRUq3GNes4fx5ccIwE7Ti5LT4_QGQD9uApqh80tGNU1gD6lQCg4JHHnZT2YOHqCaXzwl-bsBr53sUYQtqSEgrb5xRE6AZl9Cdm1YZtyvTCNpZpxHsxggpzXzn0TKqUbm1Qr3rVULn3_TK-fsLRBpK310g5fPUDvyElmt1H7zLEZv5q7ucIyLr0upl8czm1PDqsJ4VPz59_H71pbz5-vn6anlT6kqQqWytAWE7IaiwnLSqtphqw1Stue1asKYimmHctB2hnDBcNTXvbKfy83JhGsHOiuu9rgnqVo4xVx1_yaCc_BsIsZcqTk4PIGtsWddUQtjKVJURnW6FUQbqGisCLc9al3utcdOtwejcYFTDkejxjXcr2YetzB9Yc1JngfODQAz5E9Ik1y5pGAblIWySpIQK0jZYzLne7qG9yqU5b0NW1DNcLmuOGa8ZbTJq8R9UHgbWTmdbWZfjR4RqT9AxpBTBPlRPsJxNKQ-mlLMp5cGUmfbmcecPpH8uZH8AC73kEA</recordid><startdate>20181029</startdate><enddate>20181029</enddate><creator>Watanabe, Luciana</creator><creator>Gomes, Fátima</creator><creator>Vianez, João</creator><creator>Nunes, Márcio</creator><creator>Cardoso, Jedson</creator><creator>Lima, Clayton</creator><creator>Schneider, Horacio</creator><creator>Sampaio, Iracilda</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-3349-5508</orcidid></search><sort><creationdate>20181029</creationdate><title>De novo transcriptome based on next-generation sequencing reveals candidate genes with sex-specific expression in Arapaima gigas (Schinz, 1822), an ancient Amazonian freshwater fish</title><author>Watanabe, Luciana ; Gomes, Fátima ; Vianez, João ; Nunes, Márcio ; Cardoso, Jedson ; Lima, Clayton ; Schneider, Horacio ; Sampaio, Iracilda</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c471t-9fde7fb7727f619a5f02cd3a5c6fb9efd41c30089b1261304856bfba37167d873</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Animals</topic><topic>Arapaima</topic><topic>Biology and Life Sciences</topic><topic>Dimorphism (Biology)</topic><topic>Female</topic><topic>Fishes - genetics</topic><topic>Fishes - metabolism</topic><topic>Fishes - physiology</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Genetic aspects</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Male</topic><topic>Medicine and Health Sciences</topic><topic>Molecular Sequence Annotation</topic><topic>Pigmentation - genetics</topic><topic>Sex Characteristics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Watanabe, Luciana</creatorcontrib><creatorcontrib>Gomes, Fátima</creatorcontrib><creatorcontrib>Vianez, João</creatorcontrib><creatorcontrib>Nunes, Márcio</creatorcontrib><creatorcontrib>Cardoso, Jedson</creatorcontrib><creatorcontrib>Lima, Clayton</creatorcontrib><creatorcontrib>Schneider, Horacio</creatorcontrib><creatorcontrib>Sampaio, Iracilda</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Watanabe, Luciana</au><au>Gomes, Fátima</au><au>Vianez, João</au><au>Nunes, Márcio</au><au>Cardoso, Jedson</au><au>Lima, Clayton</au><au>Schneider, Horacio</au><au>Sampaio, Iracilda</au><au>Wang, Hanping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>De novo transcriptome based on next-generation sequencing reveals candidate genes with sex-specific expression in Arapaima gigas (Schinz, 1822), an ancient Amazonian freshwater fish</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2018-10-29</date><risdate>2018</risdate><volume>13</volume><issue>10</issue><spage>e0206379</spage><epage>e0206379</epage><pages>e0206379-e0206379</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The Arapaima (Arapaima gigas) is one of the world's largest freshwater bony fish, and is found in the rivers of the Amazon basin. This species is a potential aquaculture resource, although reproductive management in captivity is limited in particular due to the lack of external sexual dimorphism. In this study, using the 454 Roche platform (pyrosequencing) techniques, we evaluated a major portion of the transcriptome of this important Amazonian species.
Four libraries obtained from the liver and skin tissue of juvenile specimens (representing males and females separately) were sequenced, yielding 5,453,919 high-quality reads. The de novo transcriptome assembly resulted in 175,792 contigs, with 51,057 significant blast hits. A total of 38,586 transcripts were mapped by Gene Ontology using Blast2GO. We identified 20,219 genes in the total transcriptome (9,551 in the liver and 16,818 in the skin). The gene expression analyses indicated 105 genes in the liver and 204 in the skin with differentiated expression profiles, with 95 being over-expressed in the females and 214 in the males. The log2 Fold Change and heatmap based on Reads Per Kilobase per Million mapped reads (RPKM) revealed that the gene expression in the skin is highly differentiated between male and female arapaima, while the levels of expression in the liver are similar between the sexes.
Transcriptome analysis based on pyrosequencing proved to be a reliable tool for the identification of genes with differentiated expression profiles between male and female arapaima. These results provide useful insights into the molecular pathways of sexual dimorphism in this important Amazonian species, and for comparative analyses with other teleosts.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>30372461</pmid><doi>10.1371/journal.pone.0206379</doi><orcidid>https://orcid.org/0000-0003-3349-5508</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Arapaima Biology and Life Sciences Dimorphism (Biology) Female Fishes - genetics Fishes - metabolism Fishes - physiology Gene expression Gene Expression Profiling Genetic aspects High-Throughput Nucleotide Sequencing Male Medicine and Health Sciences Molecular Sequence Annotation Pigmentation - genetics Sex Characteristics |
title | De novo transcriptome based on next-generation sequencing reveals candidate genes with sex-specific expression in Arapaima gigas (Schinz, 1822), an ancient Amazonian freshwater fish |
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