RNA-seq analysis of the gonadal transcriptome during Alligator mississippiensis temperature-dependent sex determination and differentiation
The American alligator (Alligator mississippiensis) displays temperature-dependent sex determination (TSD), in which incubation temperature during embryonic development determines the sexual fate of the individual. However, the molecular mechanisms governing this process remain a mystery, including...
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creator | Yatsu, Ryohei Miyagawa, Shinichi Kohno, Satomi Parrott, Benjamin B Yamaguchi, Katsushi Ogino, Yukiko Miyakawa, Hitoshi Lowers, Russell H Shigenobu, Shuji Guillette, Jr, Louis J Iguchi, Taisen |
description | The American alligator (Alligator mississippiensis) displays temperature-dependent sex determination (TSD), in which incubation temperature during embryonic development determines the sexual fate of the individual. However, the molecular mechanisms governing this process remain a mystery, including the influence of initial environmental temperature on the comprehensive gonadal gene expression patterns occurring during TSD.
Our characterization of transcriptomes during alligator TSD allowed us to identify novel candidate genes involved in TSD initiation. High-throughput RNA sequencing (RNA-seq) was performed on gonads collected from A. mississippiensis embryos incubated at both a male and a female producing temperature (33.5 °C and 30 °C, respectively) in a time series during sexual development. RNA-seq yielded 375.2 million paired-end reads, which were mapped and assembled, and used to characterize differential gene expression. Changes in the transcriptome occurring as a function of both development and sexual differentiation were extensively profiled. Forty-one differentially expressed genes were detected in response to incubation at male producing temperature, and included genes such as Wnt signaling factor WNT11, histone demethylase KDM6B, and transcription factor C/EBPA. Furthermore, comparative analysis of development- and sex-dependent differential gene expression revealed 230 candidate genes involved in alligator sex determination and differentiation, and early details of the suspected male-fate commitment were profiled. We also discovered sexually dimorphic expression of uncharacterized ncRNAs and other novel elements, such as unique expression patterns of HEMGN and ARX. Twenty-five of the differentially expressed genes identified in our analysis were putative transcriptional regulators, among which were MYBL2, MYCL, and HOXC10, in addition to conventional sex differentiation genes such as SOX9, and FOXL2. Inferred gene regulatory network was constructed, and the gene-gene and temperature-gene interactions were predicted.
Gonadal global gene expression kinetics during sex determination has been extensively profiled for the first time in a TSD species. These findings provide insights into the genetic framework underlying TSD, and expand our current understanding of the developmental fate pathways during vertebrate sex determination. |
doi_str_mv | 10.1186/s12864-016-2396-9 |
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Our characterization of transcriptomes during alligator TSD allowed us to identify novel candidate genes involved in TSD initiation. High-throughput RNA sequencing (RNA-seq) was performed on gonads collected from A. mississippiensis embryos incubated at both a male and a female producing temperature (33.5 °C and 30 °C, respectively) in a time series during sexual development. RNA-seq yielded 375.2 million paired-end reads, which were mapped and assembled, and used to characterize differential gene expression. Changes in the transcriptome occurring as a function of both development and sexual differentiation were extensively profiled. Forty-one differentially expressed genes were detected in response to incubation at male producing temperature, and included genes such as Wnt signaling factor WNT11, histone demethylase KDM6B, and transcription factor C/EBPA. Furthermore, comparative analysis of development- and sex-dependent differential gene expression revealed 230 candidate genes involved in alligator sex determination and differentiation, and early details of the suspected male-fate commitment were profiled. We also discovered sexually dimorphic expression of uncharacterized ncRNAs and other novel elements, such as unique expression patterns of HEMGN and ARX. Twenty-five of the differentially expressed genes identified in our analysis were putative transcriptional regulators, among which were MYBL2, MYCL, and HOXC10, in addition to conventional sex differentiation genes such as SOX9, and FOXL2. Inferred gene regulatory network was constructed, and the gene-gene and temperature-gene interactions were predicted.
Gonadal global gene expression kinetics during sex determination has been extensively profiled for the first time in a TSD species. These findings provide insights into the genetic framework underlying TSD, and expand our current understanding of the developmental fate pathways during vertebrate sex determination.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/s12864-016-2396-9</identifier><identifier>PMID: 26810479</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Alligators and Crocodiles - genetics ; Alligators and Crocodiles - physiology ; Analysis ; Animals ; Embryonic development ; Female ; Gene expression ; Gene Expression Regulation, Developmental ; Genetic transcription ; High-Throughput Nucleotide Sequencing ; Male ; RNA - genetics ; Sex Determination Processes - genetics ; Sex Determination Processes - physiology ; Sex Differentiation - genetics ; Sex Differentiation - physiology ; Temperature ; Transcriptome - genetics</subject><ispartof>BMC genomics, 2016-01, Vol.17 (60), p.77-77, Article 77</ispartof><rights>COPYRIGHT 2016 BioMed Central Ltd.</rights><rights>Yatsu et al. 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c636t-3c8dde6cf1b0e01c8f5345c07ad05c3fef141252f00a40dff2b4c1da8211eae13</citedby><cites>FETCH-LOGICAL-c636t-3c8dde6cf1b0e01c8f5345c07ad05c3fef141252f00a40dff2b4c1da8211eae13</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4727388/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4727388/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27903,27904,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26810479$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yatsu, Ryohei</creatorcontrib><creatorcontrib>Miyagawa, Shinichi</creatorcontrib><creatorcontrib>Kohno, Satomi</creatorcontrib><creatorcontrib>Parrott, Benjamin B</creatorcontrib><creatorcontrib>Yamaguchi, Katsushi</creatorcontrib><creatorcontrib>Ogino, Yukiko</creatorcontrib><creatorcontrib>Miyakawa, Hitoshi</creatorcontrib><creatorcontrib>Lowers, Russell H</creatorcontrib><creatorcontrib>Shigenobu, Shuji</creatorcontrib><creatorcontrib>Guillette, Jr, Louis J</creatorcontrib><creatorcontrib>Iguchi, Taisen</creatorcontrib><title>RNA-seq analysis of the gonadal transcriptome during Alligator mississippiensis temperature-dependent sex determination and differentiation</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>The American alligator (Alligator mississippiensis) displays temperature-dependent sex determination (TSD), in which incubation temperature during embryonic development determines the sexual fate of the individual. However, the molecular mechanisms governing this process remain a mystery, including the influence of initial environmental temperature on the comprehensive gonadal gene expression patterns occurring during TSD.
Our characterization of transcriptomes during alligator TSD allowed us to identify novel candidate genes involved in TSD initiation. High-throughput RNA sequencing (RNA-seq) was performed on gonads collected from A. mississippiensis embryos incubated at both a male and a female producing temperature (33.5 °C and 30 °C, respectively) in a time series during sexual development. RNA-seq yielded 375.2 million paired-end reads, which were mapped and assembled, and used to characterize differential gene expression. Changes in the transcriptome occurring as a function of both development and sexual differentiation were extensively profiled. Forty-one differentially expressed genes were detected in response to incubation at male producing temperature, and included genes such as Wnt signaling factor WNT11, histone demethylase KDM6B, and transcription factor C/EBPA. Furthermore, comparative analysis of development- and sex-dependent differential gene expression revealed 230 candidate genes involved in alligator sex determination and differentiation, and early details of the suspected male-fate commitment were profiled. We also discovered sexually dimorphic expression of uncharacterized ncRNAs and other novel elements, such as unique expression patterns of HEMGN and ARX. Twenty-five of the differentially expressed genes identified in our analysis were putative transcriptional regulators, among which were MYBL2, MYCL, and HOXC10, in addition to conventional sex differentiation genes such as SOX9, and FOXL2. Inferred gene regulatory network was constructed, and the gene-gene and temperature-gene interactions were predicted.
Gonadal global gene expression kinetics during sex determination has been extensively profiled for the first time in a TSD species. These findings provide insights into the genetic framework underlying TSD, and expand our current understanding of the developmental fate pathways during vertebrate sex determination.</description><subject>Alligators and Crocodiles - genetics</subject><subject>Alligators and Crocodiles - physiology</subject><subject>Analysis</subject><subject>Animals</subject><subject>Embryonic development</subject><subject>Female</subject><subject>Gene expression</subject><subject>Gene Expression Regulation, Developmental</subject><subject>Genetic transcription</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Male</subject><subject>RNA - genetics</subject><subject>Sex Determination Processes - genetics</subject><subject>Sex Determination Processes - physiology</subject><subject>Sex Differentiation - genetics</subject><subject>Sex Differentiation - physiology</subject><subject>Temperature</subject><subject>Transcriptome - genetics</subject><issn>1471-2164</issn><issn>1471-2164</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNptkt1qFTEUhQdRbK0-gDcS8EYvpmZnMpk5N8Kh-FMoClWvQ06yM43MJNMkI-0z-NJmPLX0gCSQsPe3Vn5YVfUS6ClAL94lYL3gNQVRs2Yj6s2j6hh4BzUDwR8_2B9Vz1L6SSl0PWufVkdM9EB5tzmufl9-2dYJr4nyarxNLpFgSb5CMgSvjBpJjsonHd2cw4TELNH5gWzH0Q0qh0gml9I659mhX-UZpxmjykvE2uCM3qDPJOENMZgxTs6r7IIv5xlinLUYS9_9rT2vnlg1Jnxxt55UPz5--H72ub74-un8bHtRa9GIXDe6NwaFtrCjSEH3tm14q2mnDG11Y9ECB9YyS6ni1FjLdlyDUT0DQIXQnFTv977zspvQ6HKBqEY5RzepeCuDcvKw492VHMIvyTvWNX1fDN7cGcRwvWDKsnyDxnFUHsOSJHSCbhjntCvo6z06qBGl8zYUR73icst51246AZtCnf6HKsPg5HTwaF2pHwjeHggKk_EmD2pJSZ5_uzxkYc_qGFKKaO9fClSuOZL7HMmSI7nmSK6aVw-_6F7xLzjNH8wkx2k</recordid><startdate>20160125</startdate><enddate>20160125</enddate><creator>Yatsu, Ryohei</creator><creator>Miyagawa, Shinichi</creator><creator>Kohno, Satomi</creator><creator>Parrott, Benjamin B</creator><creator>Yamaguchi, Katsushi</creator><creator>Ogino, Yukiko</creator><creator>Miyakawa, Hitoshi</creator><creator>Lowers, Russell H</creator><creator>Shigenobu, Shuji</creator><creator>Guillette, Jr, Louis J</creator><creator>Iguchi, Taisen</creator><general>BioMed Central Ltd</general><general>BioMed Central</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>ISR</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20160125</creationdate><title>RNA-seq analysis of the gonadal transcriptome during Alligator mississippiensis temperature-dependent sex determination and differentiation</title><author>Yatsu, Ryohei ; Miyagawa, Shinichi ; Kohno, Satomi ; Parrott, Benjamin B ; Yamaguchi, Katsushi ; Ogino, Yukiko ; Miyakawa, Hitoshi ; Lowers, Russell H ; Shigenobu, Shuji ; Guillette, Jr, Louis J ; Iguchi, Taisen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c636t-3c8dde6cf1b0e01c8f5345c07ad05c3fef141252f00a40dff2b4c1da8211eae13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Alligators and Crocodiles - genetics</topic><topic>Alligators and Crocodiles - physiology</topic><topic>Analysis</topic><topic>Animals</topic><topic>Embryonic development</topic><topic>Female</topic><topic>Gene expression</topic><topic>Gene Expression Regulation, Developmental</topic><topic>Genetic transcription</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Male</topic><topic>RNA - genetics</topic><topic>Sex Determination Processes - genetics</topic><topic>Sex Determination Processes - physiology</topic><topic>Sex Differentiation - genetics</topic><topic>Sex Differentiation - physiology</topic><topic>Temperature</topic><topic>Transcriptome - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yatsu, Ryohei</creatorcontrib><creatorcontrib>Miyagawa, Shinichi</creatorcontrib><creatorcontrib>Kohno, Satomi</creatorcontrib><creatorcontrib>Parrott, Benjamin B</creatorcontrib><creatorcontrib>Yamaguchi, Katsushi</creatorcontrib><creatorcontrib>Ogino, Yukiko</creatorcontrib><creatorcontrib>Miyakawa, Hitoshi</creatorcontrib><creatorcontrib>Lowers, Russell H</creatorcontrib><creatorcontrib>Shigenobu, Shuji</creatorcontrib><creatorcontrib>Guillette, Jr, Louis J</creatorcontrib><creatorcontrib>Iguchi, Taisen</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yatsu, Ryohei</au><au>Miyagawa, Shinichi</au><au>Kohno, Satomi</au><au>Parrott, Benjamin B</au><au>Yamaguchi, Katsushi</au><au>Ogino, Yukiko</au><au>Miyakawa, Hitoshi</au><au>Lowers, Russell H</au><au>Shigenobu, Shuji</au><au>Guillette, Jr, Louis J</au><au>Iguchi, Taisen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>RNA-seq analysis of the gonadal transcriptome during Alligator mississippiensis temperature-dependent sex determination and differentiation</atitle><jtitle>BMC genomics</jtitle><addtitle>BMC Genomics</addtitle><date>2016-01-25</date><risdate>2016</risdate><volume>17</volume><issue>60</issue><spage>77</spage><epage>77</epage><pages>77-77</pages><artnum>77</artnum><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>The American alligator (Alligator mississippiensis) displays temperature-dependent sex determination (TSD), in which incubation temperature during embryonic development determines the sexual fate of the individual. However, the molecular mechanisms governing this process remain a mystery, including the influence of initial environmental temperature on the comprehensive gonadal gene expression patterns occurring during TSD.
Our characterization of transcriptomes during alligator TSD allowed us to identify novel candidate genes involved in TSD initiation. High-throughput RNA sequencing (RNA-seq) was performed on gonads collected from A. mississippiensis embryos incubated at both a male and a female producing temperature (33.5 °C and 30 °C, respectively) in a time series during sexual development. RNA-seq yielded 375.2 million paired-end reads, which were mapped and assembled, and used to characterize differential gene expression. Changes in the transcriptome occurring as a function of both development and sexual differentiation were extensively profiled. Forty-one differentially expressed genes were detected in response to incubation at male producing temperature, and included genes such as Wnt signaling factor WNT11, histone demethylase KDM6B, and transcription factor C/EBPA. Furthermore, comparative analysis of development- and sex-dependent differential gene expression revealed 230 candidate genes involved in alligator sex determination and differentiation, and early details of the suspected male-fate commitment were profiled. We also discovered sexually dimorphic expression of uncharacterized ncRNAs and other novel elements, such as unique expression patterns of HEMGN and ARX. Twenty-five of the differentially expressed genes identified in our analysis were putative transcriptional regulators, among which were MYBL2, MYCL, and HOXC10, in addition to conventional sex differentiation genes such as SOX9, and FOXL2. Inferred gene regulatory network was constructed, and the gene-gene and temperature-gene interactions were predicted.
Gonadal global gene expression kinetics during sex determination has been extensively profiled for the first time in a TSD species. These findings provide insights into the genetic framework underlying TSD, and expand our current understanding of the developmental fate pathways during vertebrate sex determination.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>26810479</pmid><doi>10.1186/s12864-016-2396-9</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Alligators and Crocodiles - genetics Alligators and Crocodiles - physiology Analysis Animals Embryonic development Female Gene expression Gene Expression Regulation, Developmental Genetic transcription High-Throughput Nucleotide Sequencing Male RNA - genetics Sex Determination Processes - genetics Sex Determination Processes - physiology Sex Differentiation - genetics Sex Differentiation - physiology Temperature Transcriptome - genetics |
title | RNA-seq analysis of the gonadal transcriptome during Alligator mississippiensis temperature-dependent sex determination and differentiation |
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