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Deep sequencing analysis of the transcriptomes of peanut aerial and subterranean young pods identifies candidate genes related to early embryo abortion

Summary The failure of peg penetration into the soil leads to seed abortion in peanut. Knowledge of genes involved in these processes is comparatively deficient. Here, we used RNA‐seq to gain insights into transcriptomes of aerial and subterranean pods. More than 2 million transcript reads with an a...

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Published in:Plant biotechnology journal 2013-01, Vol.11 (1), p.115-127
Main Authors: Chen, Xiaoping, Zhu, Wei, Azam, Sarwar, Li, Heying, Zhu, Fanghe, Li, Haifen, Hong, Yanbin, Liu, Haiyan, Zhang, Erhua, Wu, Hong, Yu, Shanlin, Zhou, Guiyuan, Li, Shaoxiong, Zhong, Ni, Wen, Shijie, Li, Xingyu, Knapp, Steve J., Ozias‐Akins, Peggy, Varshney, Rajeev K., Liang, Xuanqiang
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cited_by cdi_FETCH-LOGICAL-c4218-2dcadbc69b486d98a0f6f1b55c32e97fe4b3b42796304fef914e747d0491eef03
cites cdi_FETCH-LOGICAL-c4218-2dcadbc69b486d98a0f6f1b55c32e97fe4b3b42796304fef914e747d0491eef03
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container_title Plant biotechnology journal
container_volume 11
creator Chen, Xiaoping
Zhu, Wei
Azam, Sarwar
Li, Heying
Zhu, Fanghe
Li, Haifen
Hong, Yanbin
Liu, Haiyan
Zhang, Erhua
Wu, Hong
Yu, Shanlin
Zhou, Guiyuan
Li, Shaoxiong
Zhong, Ni
Wen, Shijie
Li, Xingyu
Knapp, Steve J.
Ozias‐Akins, Peggy
Varshney, Rajeev K.
Liang, Xuanqiang
description Summary The failure of peg penetration into the soil leads to seed abortion in peanut. Knowledge of genes involved in these processes is comparatively deficient. Here, we used RNA‐seq to gain insights into transcriptomes of aerial and subterranean pods. More than 2 million transcript reads with an average length of 396 bp were generated from one aerial (AP) and two subterranean (SP1 and SP2) pod libraries using pyrosequencing technology. After assembly, sets of 49 632, 49 952 and 50 494 from a total of 74 974 transcript assembly contigs (TACs) were identified in AP, SP1 and SP2, respectively. A clear linear relationship in the gene expression level was observed between these data sets. In brief, 2194 differentially expressed TACs with a 99.0% true‐positive rate were identified, among which 859 and 1068 TACs were up‐regulated in aerial and subterranean pods, respectively. Functional analysis showed that putative function based on similarity with proteins catalogued in UniProt and gene ontology term classification could be determined for 59 342 (79.2%) and 42 955 (57.3%) TACs, respectively. A total of 2968 TACs were mapped to 174 KEGG pathways, of which 168 were shared by aerial and subterranean transcriptomes. TACs involved in photosynthesis were significantly up‐regulated and enriched in the aerial pod. In addition, two senescence‐associated genes were identified as significantly up‐regulated in the aerial pod, which potentially contribute to embryo abortion in aerial pods, and in turn, to cessation of swelling. The data set generated in this study provides evidence for some functional genes as robust candidates underlying aerial and subterranean pod development and contributes to an elucidation of the evolutionary implications resulting from fruit development under light and dark conditions.
doi_str_mv 10.1111/pbi.12018
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Knowledge of genes involved in these processes is comparatively deficient. Here, we used RNA‐seq to gain insights into transcriptomes of aerial and subterranean pods. More than 2 million transcript reads with an average length of 396 bp were generated from one aerial (AP) and two subterranean (SP1 and SP2) pod libraries using pyrosequencing technology. After assembly, sets of 49 632, 49 952 and 50 494 from a total of 74 974 transcript assembly contigs (TACs) were identified in AP, SP1 and SP2, respectively. A clear linear relationship in the gene expression level was observed between these data sets. In brief, 2194 differentially expressed TACs with a 99.0% true‐positive rate were identified, among which 859 and 1068 TACs were up‐regulated in aerial and subterranean pods, respectively. Functional analysis showed that putative function based on similarity with proteins catalogued in UniProt and gene ontology term classification could be determined for 59 342 (79.2%) and 42 955 (57.3%) TACs, respectively. A total of 2968 TACs were mapped to 174 KEGG pathways, of which 168 were shared by aerial and subterranean transcriptomes. TACs involved in photosynthesis were significantly up‐regulated and enriched in the aerial pod. In addition, two senescence‐associated genes were identified as significantly up‐regulated in the aerial pod, which potentially contribute to embryo abortion in aerial pods, and in turn, to cessation of swelling. 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development</subject><subject>RNA sequencing</subject><subject>Seeds - genetics</subject><subject>Seeds - growth &amp; development</subject><subject>Senescence</subject><subject>Sequence analysis</subject><subject>Sequence Analysis, RNA</subject><subject>Transcriptome</subject><subject>Transcriptomes</subject><issn>1467-7644</issn><issn>1467-7652</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNqN0ctu1TAUBVALgWgpDPgBZIkJDG7r13WSIS2vSpVgAGPLj-PiKomD7QjlS_hdDr2lAyQkMknsLG_JZxPynLNTjs_Z4tIpF4z3D8gxV7rbdXovHt5_K3VEntR6w5jgeq8fkyMhuWR93x-Tn28BFlrh-wqzT_M1tbMdt5oqzZG2b0BbsXP1JS0tT3C7u4Cd10YtlGRH9IHW1TUoCPEP3fKKMUsOlaYAc0sx4TmPLgXbgF7DjOsCIy4CbZmCLeNGYXJly9S6XFrK81PyKNqxwrO79wn5-v7dl4uPu6tPHy4v3lztvBK834ngbXBeD071Ogy9ZVFH7vZ7LwUMXQTlpFOiG7RkKkIcuIJOdYGpgQNEJk_Iq0PuUjLOoDYzpephHPEyea2GK6lwsFz_BxWd5EJqppG-_Ive5LXgZKuRTGMjSBWq1wflS661QDRLSZMtm-HM_C7WYLHmtli0L-4SVzdBuJd_mkRwdgA_0gjbv5PM5_PLQ-QvJUivEA</recordid><startdate>201301</startdate><enddate>201301</enddate><creator>Chen, Xiaoping</creator><creator>Zhu, Wei</creator><creator>Azam, Sarwar</creator><creator>Li, Heying</creator><creator>Zhu, Fanghe</creator><creator>Li, Haifen</creator><creator>Hong, Yanbin</creator><creator>Liu, Haiyan</creator><creator>Zhang, Erhua</creator><creator>Wu, Hong</creator><creator>Yu, Shanlin</creator><creator>Zhou, Guiyuan</creator><creator>Li, Shaoxiong</creator><creator>Zhong, Ni</creator><creator>Wen, Shijie</creator><creator>Li, Xingyu</creator><creator>Knapp, Steve J.</creator><creator>Ozias‐Akins, Peggy</creator><creator>Varshney, Rajeev K.</creator><creator>Liang, Xuanqiang</creator><general>John Wiley &amp; 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development</topic><topic>Arachis hypogaea</topic><topic>Assembly</topic><topic>Bioinformatics</topic><topic>Datasets</topic><topic>Embryos</topic><topic>Fruit - genetics</topic><topic>Fruit - growth &amp; development</topic><topic>Functional analysis</topic><topic>Gene expression</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genes</topic><topic>Genes, Plant</topic><topic>Genomes</topic><topic>Genomics</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>peanut</topic><topic>Peanuts</topic><topic>Photosynthesis</topic><topic>Plant Components, Aerial - growth &amp; development</topic><topic>RNA sequencing</topic><topic>Seeds - genetics</topic><topic>Seeds - growth &amp; development</topic><topic>Senescence</topic><topic>Sequence analysis</topic><topic>Sequence Analysis, RNA</topic><topic>Transcriptome</topic><topic>Transcriptomes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Xiaoping</creatorcontrib><creatorcontrib>Zhu, Wei</creatorcontrib><creatorcontrib>Azam, Sarwar</creatorcontrib><creatorcontrib>Li, Heying</creatorcontrib><creatorcontrib>Zhu, Fanghe</creatorcontrib><creatorcontrib>Li, Haifen</creatorcontrib><creatorcontrib>Hong, Yanbin</creatorcontrib><creatorcontrib>Liu, Haiyan</creatorcontrib><creatorcontrib>Zhang, Erhua</creatorcontrib><creatorcontrib>Wu, Hong</creatorcontrib><creatorcontrib>Yu, Shanlin</creatorcontrib><creatorcontrib>Zhou, Guiyuan</creatorcontrib><creatorcontrib>Li, Shaoxiong</creatorcontrib><creatorcontrib>Zhong, Ni</creatorcontrib><creatorcontrib>Wen, Shijie</creatorcontrib><creatorcontrib>Li, Xingyu</creatorcontrib><creatorcontrib>Knapp, Steve J.</creatorcontrib><creatorcontrib>Ozias‐Akins, Peggy</creatorcontrib><creatorcontrib>Varshney, Rajeev K.</creatorcontrib><creatorcontrib>Liang, Xuanqiang</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>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Genetics Abstracts</collection><jtitle>Plant biotechnology journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Chen, Xiaoping</au><au>Zhu, Wei</au><au>Azam, Sarwar</au><au>Li, Heying</au><au>Zhu, Fanghe</au><au>Li, Haifen</au><au>Hong, Yanbin</au><au>Liu, Haiyan</au><au>Zhang, Erhua</au><au>Wu, Hong</au><au>Yu, Shanlin</au><au>Zhou, Guiyuan</au><au>Li, Shaoxiong</au><au>Zhong, Ni</au><au>Wen, Shijie</au><au>Li, Xingyu</au><au>Knapp, Steve J.</au><au>Ozias‐Akins, Peggy</au><au>Varshney, Rajeev K.</au><au>Liang, Xuanqiang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Deep sequencing analysis of the transcriptomes of peanut aerial and subterranean young pods identifies candidate genes related to early embryo abortion</atitle><jtitle>Plant biotechnology journal</jtitle><addtitle>Plant Biotechnol J</addtitle><date>2013-01</date><risdate>2013</risdate><volume>11</volume><issue>1</issue><spage>115</spage><epage>127</epage><pages>115-127</pages><issn>1467-7644</issn><eissn>1467-7652</eissn><abstract>Summary The failure of peg penetration into the soil leads to seed abortion in peanut. Knowledge of genes involved in these processes is comparatively deficient. Here, we used RNA‐seq to gain insights into transcriptomes of aerial and subterranean pods. More than 2 million transcript reads with an average length of 396 bp were generated from one aerial (AP) and two subterranean (SP1 and SP2) pod libraries using pyrosequencing technology. After assembly, sets of 49 632, 49 952 and 50 494 from a total of 74 974 transcript assembly contigs (TACs) were identified in AP, SP1 and SP2, respectively. A clear linear relationship in the gene expression level was observed between these data sets. In brief, 2194 differentially expressed TACs with a 99.0% true‐positive rate were identified, among which 859 and 1068 TACs were up‐regulated in aerial and subterranean pods, respectively. Functional analysis showed that putative function based on similarity with proteins catalogued in UniProt and gene ontology term classification could be determined for 59 342 (79.2%) and 42 955 (57.3%) TACs, respectively. A total of 2968 TACs were mapped to 174 KEGG pathways, of which 168 were shared by aerial and subterranean transcriptomes. TACs involved in photosynthesis were significantly up‐regulated and enriched in the aerial pod. In addition, two senescence‐associated genes were identified as significantly up‐regulated in the aerial pod, which potentially contribute to embryo abortion in aerial pods, and in turn, to cessation of swelling. The data set generated in this study provides evidence for some functional genes as robust candidates underlying aerial and subterranean pod development and contributes to an elucidation of the evolutionary implications resulting from fruit development under light and dark conditions.</abstract><cop>England</cop><pub>John Wiley &amp; Sons, Inc</pub><pmid>23130888</pmid><doi>10.1111/pbi.12018</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record>
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source Wiley-Blackwell Open Access Collection
subjects aerial and subterranean pod
Arachis - genetics
Arachis - growth & development
Arachis hypogaea
Assembly
Bioinformatics
Datasets
Embryos
Fruit - genetics
Fruit - growth & development
Functional analysis
Gene expression
Gene Expression Regulation, Plant
Genes
Genes, Plant
Genomes
Genomics
High-Throughput Nucleotide Sequencing
peanut
Peanuts
Photosynthesis
Plant Components, Aerial - growth & development
RNA sequencing
Seeds - genetics
Seeds - growth & development
Senescence
Sequence analysis
Sequence Analysis, RNA
Transcriptome
Transcriptomes
title Deep sequencing analysis of the transcriptomes of peanut aerial and subterranean young pods identifies candidate genes related to early embryo abortion
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