Full‐length de novo assembly of RNA‐seq data in pea (Pisum sativum L.) provides a gene expression atlas and gives insights into root nodulation in this species
Summary Next‐generation sequencing technologies allow an almost exhaustive survey of the transcriptome, even in species with no available genome sequence. To produce a Unigene set representing most of the expressed genes of pea, 20 cDNA libraries produced from various plant tissues harvested at vari...
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Veröffentlicht in: | The Plant journal : for cell and molecular biology 2015-10, Vol.84 (1), p.1-19 |
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creator | Alves‐Carvalho, Susete Aubert, Grégoire Carrère, Sébastien Cruaud, Corinne Brochot, Anne‐Lise Jacquin, Françoise Klein, Anthony Martin, Chantal Boucherot, Karen Kreplak, Jonathan Silva, Corinne Moreau, Sandra Gamas, Pascal Wincker, Patrick Gouzy, Jérôme Burstin, Judith |
description | Summary
Next‐generation sequencing technologies allow an almost exhaustive survey of the transcriptome, even in species with no available genome sequence. To produce a Unigene set representing most of the expressed genes of pea, 20 cDNA libraries produced from various plant tissues harvested at various developmental stages from plants grown under contrasting nitrogen conditions were sequenced. Around one billion reads and 100 Gb of sequence were de novo assembled. Following several steps of redundancy reduction, 46 099 contigs with N50 length of 1667 nt were identified. These constitute the ‘Caméor’ Unigene set. The high depth of sequencing allowed identification of rare transcripts and detected expression for approximately 80% of contigs in each library. The Unigene set is now available online (http://bios.dijon.inra.fr/FATAL/cgi/pscam.cgi), allowing (i) searches for pea orthologs of candidate genes based on gene sequences from other species, or based on annotation, (ii) determination of transcript expression patterns using various metrics, (iii) identification of uncharacterized genes with interesting patterns of expression, and (iv) comparison of gene ontology pathways between tissues. This resource has allowed identification of the pea orthologs of major nodulation genes characterized in recent years in model species, as a major step towards deciphering unresolved pea nodulation phenotypes. In addition to a remarkable conservation of the early transcriptome nodulation apparatus between pea and Medicago truncatula, some specific features were highlighted. The resource provides a reference for the pea exome, and will facilitate transcriptome and proteome approaches as well as SNP discovery in pea.
Significance Statement
From Mendel's discovery of the laws of genetics up to the advent of molecular biology, pea has been a valuable model for genetics and physiology. We present a comprehensive inventory of the expressed genes of pea in a readily searchable format. This resource strengthens pea as a model species and will facilitate searches for candidate gene sequences, microarray design, large‐scale proteomics studies, and identification of major genes in available mutant populations. |
doi_str_mv | 10.1111/tpj.12967 |
format | Article |
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Next‐generation sequencing technologies allow an almost exhaustive survey of the transcriptome, even in species with no available genome sequence. To produce a Unigene set representing most of the expressed genes of pea, 20 cDNA libraries produced from various plant tissues harvested at various developmental stages from plants grown under contrasting nitrogen conditions were sequenced. Around one billion reads and 100 Gb of sequence were de novo assembled. Following several steps of redundancy reduction, 46 099 contigs with N50 length of 1667 nt were identified. These constitute the ‘Caméor’ Unigene set. The high depth of sequencing allowed identification of rare transcripts and detected expression for approximately 80% of contigs in each library. The Unigene set is now available online (http://bios.dijon.inra.fr/FATAL/cgi/pscam.cgi), allowing (i) searches for pea orthologs of candidate genes based on gene sequences from other species, or based on annotation, (ii) determination of transcript expression patterns using various metrics, (iii) identification of uncharacterized genes with interesting patterns of expression, and (iv) comparison of gene ontology pathways between tissues. This resource has allowed identification of the pea orthologs of major nodulation genes characterized in recent years in model species, as a major step towards deciphering unresolved pea nodulation phenotypes. In addition to a remarkable conservation of the early transcriptome nodulation apparatus between pea and Medicago truncatula, some specific features were highlighted. The resource provides a reference for the pea exome, and will facilitate transcriptome and proteome approaches as well as SNP discovery in pea.
Significance Statement
From Mendel's discovery of the laws of genetics up to the advent of molecular biology, pea has been a valuable model for genetics and physiology. We present a comprehensive inventory of the expressed genes of pea in a readily searchable format. This resource strengthens pea as a model species and will facilitate searches for candidate gene sequences, microarray design, large‐scale proteomics studies, and identification of major genes in available mutant populations.</description><identifier>ISSN: 0960-7412</identifier><identifier>EISSN: 1365-313X</identifier><identifier>DOI: 10.1111/tpj.12967</identifier><identifier>PMID: 26296678</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>de novo assembly ; Environmental Sciences ; Gene expression ; gene expression atlas ; Gene Expression Regulation, Plant ; Genomics ; High-Throughput Nucleotide Sequencing ; Legumes ; Life Sciences ; Medicago truncatula ; next‐generation sequencing ; nitrogen symbiotic fixation ; nodule development ; Pisum sativum ; Pisum sativum - genetics ; Pisum sativum - growth & development ; Pisum sativum L ; Plant Root Nodulation - genetics ; Plant Roots - genetics ; Plant Roots - growth & development ; Ribonucleic acid ; RNA ; RNA, Plant - genetics ; Vegetal Biology</subject><ispartof>The Plant journal : for cell and molecular biology, 2015-10, Vol.84 (1), p.1-19</ispartof><rights>2015 The Authors The Plant Journal © 2015 John Wiley & Sons Ltd</rights><rights>2015 The Authors The Plant Journal © 2015 John Wiley & Sons Ltd.</rights><rights>Copyright © 2015 John Wiley & Sons Ltd and the Society for Experimental Biology</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4207-63d34370fbc61f58f1d0ef2e33a890ef3093e4f7dc16540e61ed215f794333b73</citedby><cites>FETCH-LOGICAL-c4207-63d34370fbc61f58f1d0ef2e33a890ef3093e4f7dc16540e61ed215f794333b73</cites><orcidid>0000-0001-5563-1932 ; 0000-0002-1867-5730 ; 0000-0001-5695-4557 ; 0000-0002-4125-3499 ; 0000-0002-4752-7278 ; 0000-0001-7562-3454 ; 0000-0002-2348-0778</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Ftpj.12967$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Ftpj.12967$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,776,780,881,1411,1427,27901,27902,45550,45551,46384,46808</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26296678$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.inrae.fr/hal-02631162$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Alves‐Carvalho, Susete</creatorcontrib><creatorcontrib>Aubert, Grégoire</creatorcontrib><creatorcontrib>Carrère, Sébastien</creatorcontrib><creatorcontrib>Cruaud, Corinne</creatorcontrib><creatorcontrib>Brochot, Anne‐Lise</creatorcontrib><creatorcontrib>Jacquin, Françoise</creatorcontrib><creatorcontrib>Klein, Anthony</creatorcontrib><creatorcontrib>Martin, Chantal</creatorcontrib><creatorcontrib>Boucherot, Karen</creatorcontrib><creatorcontrib>Kreplak, Jonathan</creatorcontrib><creatorcontrib>Silva, Corinne</creatorcontrib><creatorcontrib>Moreau, Sandra</creatorcontrib><creatorcontrib>Gamas, Pascal</creatorcontrib><creatorcontrib>Wincker, Patrick</creatorcontrib><creatorcontrib>Gouzy, Jérôme</creatorcontrib><creatorcontrib>Burstin, Judith</creatorcontrib><title>Full‐length de novo assembly of RNA‐seq data in pea (Pisum sativum L.) provides a gene expression atlas and gives insights into root nodulation in this species</title><title>The Plant journal : for cell and molecular biology</title><addtitle>Plant J</addtitle><description>Summary
Next‐generation sequencing technologies allow an almost exhaustive survey of the transcriptome, even in species with no available genome sequence. To produce a Unigene set representing most of the expressed genes of pea, 20 cDNA libraries produced from various plant tissues harvested at various developmental stages from plants grown under contrasting nitrogen conditions were sequenced. Around one billion reads and 100 Gb of sequence were de novo assembled. Following several steps of redundancy reduction, 46 099 contigs with N50 length of 1667 nt were identified. These constitute the ‘Caméor’ Unigene set. The high depth of sequencing allowed identification of rare transcripts and detected expression for approximately 80% of contigs in each library. The Unigene set is now available online (http://bios.dijon.inra.fr/FATAL/cgi/pscam.cgi), allowing (i) searches for pea orthologs of candidate genes based on gene sequences from other species, or based on annotation, (ii) determination of transcript expression patterns using various metrics, (iii) identification of uncharacterized genes with interesting patterns of expression, and (iv) comparison of gene ontology pathways between tissues. This resource has allowed identification of the pea orthologs of major nodulation genes characterized in recent years in model species, as a major step towards deciphering unresolved pea nodulation phenotypes. In addition to a remarkable conservation of the early transcriptome nodulation apparatus between pea and Medicago truncatula, some specific features were highlighted. The resource provides a reference for the pea exome, and will facilitate transcriptome and proteome approaches as well as SNP discovery in pea.
Significance Statement
From Mendel's discovery of the laws of genetics up to the advent of molecular biology, pea has been a valuable model for genetics and physiology. We present a comprehensive inventory of the expressed genes of pea in a readily searchable format. This resource strengthens pea as a model species and will facilitate searches for candidate gene sequences, microarray design, large‐scale proteomics studies, and identification of major genes in available mutant populations.</description><subject>de novo assembly</subject><subject>Environmental Sciences</subject><subject>Gene expression</subject><subject>gene expression atlas</subject><subject>Gene Expression Regulation, Plant</subject><subject>Genomics</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Legumes</subject><subject>Life Sciences</subject><subject>Medicago truncatula</subject><subject>next‐generation sequencing</subject><subject>nitrogen symbiotic fixation</subject><subject>nodule development</subject><subject>Pisum sativum</subject><subject>Pisum sativum - genetics</subject><subject>Pisum sativum - growth & development</subject><subject>Pisum sativum L</subject><subject>Plant Root Nodulation - genetics</subject><subject>Plant Roots - genetics</subject><subject>Plant Roots - growth & development</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA, Plant - genetics</subject><subject>Vegetal Biology</subject><issn>0960-7412</issn><issn>1365-313X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqN0t1qFDEUB_Agil2rF76ABLxpL2abj5lkcrmU1iqLFqng3ZCdnNnNkplMJ5nRvfMRfAffzCcx260VBMHcJIQf_3MOHIReUjKn6ZzFfjunTAn5CM0oF0XGKf_8GM2IEiSTOWVH6FkIW0Ko5CJ_io6YSFrIcoZ-XI7O_fz23UG3jhtsAHd-8liHAO3K7bBv8Mf3iwQC3GKjo8a2wz1ofHJtw9jioKOd0r2cn-J-8JM1ELDGa-gAw9d-gBCs77COTqf_zuC1nZKwXbDrTdw_oseD9zHVNaNLaUmnEnFjAw491BbCc_Sk0S7Ai_v7GH26vLg5v8qWH968PV8sszpnRGaCG55zSZpVLWhTlA01BBoGnOtSpRcnikPeSFNTUeQEBAXDaNFIlXPOV5Ifo9ND7ka7qh9sq4dd5bWtrhbLav9HmOCUCjbRZE8ONg19O0KIVWtDDc7pDvwYKipzUSqmivI_KC0VJUypRF__Rbd-HLo09J0ihSy4-NNnPfgQBmgemqWk2i9ElRaiuluIZF_dJ46rFsyD_L0BCZwdwBfrYPfvpOrm-t0h8hcEQsDD</recordid><startdate>201510</startdate><enddate>201510</enddate><creator>Alves‐Carvalho, Susete</creator><creator>Aubert, Grégoire</creator><creator>Carrère, Sébastien</creator><creator>Cruaud, Corinne</creator><creator>Brochot, Anne‐Lise</creator><creator>Jacquin, Françoise</creator><creator>Klein, Anthony</creator><creator>Martin, Chantal</creator><creator>Boucherot, Karen</creator><creator>Kreplak, Jonathan</creator><creator>Silva, Corinne</creator><creator>Moreau, Sandra</creator><creator>Gamas, Pascal</creator><creator>Wincker, Patrick</creator><creator>Gouzy, Jérôme</creator><creator>Burstin, Judith</creator><general>Blackwell Publishing Ltd</general><general>Wiley</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>7QO</scope><scope>7QP</scope><scope>7QR</scope><scope>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0001-5563-1932</orcidid><orcidid>https://orcid.org/0000-0002-1867-5730</orcidid><orcidid>https://orcid.org/0000-0001-5695-4557</orcidid><orcidid>https://orcid.org/0000-0002-4125-3499</orcidid><orcidid>https://orcid.org/0000-0002-4752-7278</orcidid><orcidid>https://orcid.org/0000-0001-7562-3454</orcidid><orcidid>https://orcid.org/0000-0002-2348-0778</orcidid></search><sort><creationdate>201510</creationdate><title>Full‐length de novo assembly of RNA‐seq data in pea (Pisum sativum L.) provides a gene expression atlas and gives insights into root nodulation in this species</title><author>Alves‐Carvalho, Susete ; Aubert, Grégoire ; Carrère, Sébastien ; Cruaud, Corinne ; Brochot, Anne‐Lise ; Jacquin, Françoise ; Klein, Anthony ; Martin, Chantal ; Boucherot, Karen ; Kreplak, Jonathan ; Silva, Corinne ; Moreau, Sandra ; Gamas, Pascal ; Wincker, Patrick ; Gouzy, Jérôme ; Burstin, Judith</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4207-63d34370fbc61f58f1d0ef2e33a890ef3093e4f7dc16540e61ed215f794333b73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>de novo assembly</topic><topic>Environmental Sciences</topic><topic>Gene expression</topic><topic>gene expression atlas</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genomics</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Legumes</topic><topic>Life Sciences</topic><topic>Medicago truncatula</topic><topic>next‐generation sequencing</topic><topic>nitrogen symbiotic fixation</topic><topic>nodule development</topic><topic>Pisum sativum</topic><topic>Pisum sativum - genetics</topic><topic>Pisum sativum - growth & development</topic><topic>Pisum sativum L</topic><topic>Plant Root Nodulation - genetics</topic><topic>Plant Roots - genetics</topic><topic>Plant Roots - growth & development</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA, Plant - genetics</topic><topic>Vegetal Biology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Alves‐Carvalho, Susete</creatorcontrib><creatorcontrib>Aubert, Grégoire</creatorcontrib><creatorcontrib>Carrère, Sébastien</creatorcontrib><creatorcontrib>Cruaud, Corinne</creatorcontrib><creatorcontrib>Brochot, Anne‐Lise</creatorcontrib><creatorcontrib>Jacquin, Françoise</creatorcontrib><creatorcontrib>Klein, Anthony</creatorcontrib><creatorcontrib>Martin, Chantal</creatorcontrib><creatorcontrib>Boucherot, Karen</creatorcontrib><creatorcontrib>Kreplak, Jonathan</creatorcontrib><creatorcontrib>Silva, Corinne</creatorcontrib><creatorcontrib>Moreau, Sandra</creatorcontrib><creatorcontrib>Gamas, Pascal</creatorcontrib><creatorcontrib>Wincker, Patrick</creatorcontrib><creatorcontrib>Gouzy, Jérôme</creatorcontrib><creatorcontrib>Burstin, Judith</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>The Plant journal : for cell and molecular biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Alves‐Carvalho, Susete</au><au>Aubert, Grégoire</au><au>Carrère, Sébastien</au><au>Cruaud, Corinne</au><au>Brochot, Anne‐Lise</au><au>Jacquin, Françoise</au><au>Klein, Anthony</au><au>Martin, Chantal</au><au>Boucherot, Karen</au><au>Kreplak, Jonathan</au><au>Silva, Corinne</au><au>Moreau, Sandra</au><au>Gamas, Pascal</au><au>Wincker, Patrick</au><au>Gouzy, Jérôme</au><au>Burstin, Judith</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Full‐length de novo assembly of RNA‐seq data in pea (Pisum sativum L.) provides a gene expression atlas and gives insights into root nodulation in this species</atitle><jtitle>The Plant journal : for cell and molecular biology</jtitle><addtitle>Plant J</addtitle><date>2015-10</date><risdate>2015</risdate><volume>84</volume><issue>1</issue><spage>1</spage><epage>19</epage><pages>1-19</pages><issn>0960-7412</issn><eissn>1365-313X</eissn><abstract>Summary
Next‐generation sequencing technologies allow an almost exhaustive survey of the transcriptome, even in species with no available genome sequence. To produce a Unigene set representing most of the expressed genes of pea, 20 cDNA libraries produced from various plant tissues harvested at various developmental stages from plants grown under contrasting nitrogen conditions were sequenced. Around one billion reads and 100 Gb of sequence were de novo assembled. Following several steps of redundancy reduction, 46 099 contigs with N50 length of 1667 nt were identified. These constitute the ‘Caméor’ Unigene set. The high depth of sequencing allowed identification of rare transcripts and detected expression for approximately 80% of contigs in each library. The Unigene set is now available online (http://bios.dijon.inra.fr/FATAL/cgi/pscam.cgi), allowing (i) searches for pea orthologs of candidate genes based on gene sequences from other species, or based on annotation, (ii) determination of transcript expression patterns using various metrics, (iii) identification of uncharacterized genes with interesting patterns of expression, and (iv) comparison of gene ontology pathways between tissues. This resource has allowed identification of the pea orthologs of major nodulation genes characterized in recent years in model species, as a major step towards deciphering unresolved pea nodulation phenotypes. In addition to a remarkable conservation of the early transcriptome nodulation apparatus between pea and Medicago truncatula, some specific features were highlighted. The resource provides a reference for the pea exome, and will facilitate transcriptome and proteome approaches as well as SNP discovery in pea.
Significance Statement
From Mendel's discovery of the laws of genetics up to the advent of molecular biology, pea has been a valuable model for genetics and physiology. We present a comprehensive inventory of the expressed genes of pea in a readily searchable format. This resource strengthens pea as a model species and will facilitate searches for candidate gene sequences, microarray design, large‐scale proteomics studies, and identification of major genes in available mutant populations.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>26296678</pmid><doi>10.1111/tpj.12967</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0001-5563-1932</orcidid><orcidid>https://orcid.org/0000-0002-1867-5730</orcidid><orcidid>https://orcid.org/0000-0001-5695-4557</orcidid><orcidid>https://orcid.org/0000-0002-4125-3499</orcidid><orcidid>https://orcid.org/0000-0002-4752-7278</orcidid><orcidid>https://orcid.org/0000-0001-7562-3454</orcidid><orcidid>https://orcid.org/0000-0002-2348-0778</orcidid></addata></record> |
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subjects | de novo assembly Environmental Sciences Gene expression gene expression atlas Gene Expression Regulation, Plant Genomics High-Throughput Nucleotide Sequencing Legumes Life Sciences Medicago truncatula next‐generation sequencing nitrogen symbiotic fixation nodule development Pisum sativum Pisum sativum - genetics Pisum sativum - growth & development Pisum sativum L Plant Root Nodulation - genetics Plant Roots - genetics Plant Roots - growth & development Ribonucleic acid RNA RNA, Plant - genetics Vegetal Biology |
title | Full‐length de novo assembly of RNA‐seq data in pea (Pisum sativum L.) provides a gene expression atlas and gives insights into root nodulation in this species |
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