High throughput sequencing of small RNA component of leaves and inflorescence revealed conserved and novel miRNAs as well as phasiRNA loci in chickpea
•Identified 96 known miRNA homologs belonging to 38 miRNA families in chickpea.•Identified 20 novel miRNAs belonging to 17 miRNA families.•We also uncovered approximately 60 phasiRNA producing loci in chickpea.•Predicted targets for the miRNAs and some of the targets were confirmed using 5′ RACE ass...
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description | •Identified 96 known miRNA homologs belonging to 38 miRNA families in chickpea.•Identified 20 novel miRNAs belonging to 17 miRNA families.•We also uncovered approximately 60 phasiRNA producing loci in chickpea.•Predicted targets for the miRNAs and some of the targets were confirmed using 5′ RACE assays.
Among legumes, chickpea (Cicer arietinum L.) is the second most important crop after soybean. MicroRNAs (miRNAs) play important roles by regulating target gene expression important for plant development and tolerance to stress conditions. Additionally, recently discovered phased siRNAs (phasiRNAs), a new class of small RNAs, are abundantly produced in legumes. Nevertheless, little is known about these regulatory molecules in chickpea. The small RNA population was sequenced from leaves and flowers of chickpea to identify conserved and novel miRNAs as well as phasiRNAs/phasiRNA loci. Bioinformatics analysis revealed 157 miRNA loci for the 96 highly conserved and known miRNA homologs belonging to 38 miRNA families in chickpea. Furthermore, 20 novel miRNAs belonging to 17 miRNA families were identified. Sequence analysis revealed approximately 60 phasiRNA loci. Potential target genes likely to be regulated by these miRNAs were predicted and some were confirmed by modified 5′ RACE assay. Predicted targets are mostly transcription factors that might be important for developmental processes, and others include superoxide dismutases, plantacyanin, laccases and F-box proteins that could participate in stress responses and protein degradation. Overall, this study provides an inventory of miRNA–target gene interactions for chickpea, useful for the comparative analysis of small RNAs among legumes. |
doi_str_mv | 10.1016/j.plantsci.2015.03.002 |
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Among legumes, chickpea (Cicer arietinum L.) is the second most important crop after soybean. MicroRNAs (miRNAs) play important roles by regulating target gene expression important for plant development and tolerance to stress conditions. Additionally, recently discovered phased siRNAs (phasiRNAs), a new class of small RNAs, are abundantly produced in legumes. Nevertheless, little is known about these regulatory molecules in chickpea. The small RNA population was sequenced from leaves and flowers of chickpea to identify conserved and novel miRNAs as well as phasiRNAs/phasiRNA loci. Bioinformatics analysis revealed 157 miRNA loci for the 96 highly conserved and known miRNA homologs belonging to 38 miRNA families in chickpea. Furthermore, 20 novel miRNAs belonging to 17 miRNA families were identified. Sequence analysis revealed approximately 60 phasiRNA loci. Potential target genes likely to be regulated by these miRNAs were predicted and some were confirmed by modified 5′ RACE assay. Predicted targets are mostly transcription factors that might be important for developmental processes, and others include superoxide dismutases, plantacyanin, laccases and F-box proteins that could participate in stress responses and protein degradation. Overall, this study provides an inventory of miRNA–target gene interactions for chickpea, useful for the comparative analysis of small RNAs among legumes.</description><identifier>ISSN: 0168-9452</identifier><identifier>EISSN: 1873-2259</identifier><identifier>DOI: 10.1016/j.plantsci.2015.03.002</identifier><identifier>PMID: 25900565</identifier><language>eng</language><publisher>Ireland: Elsevier Ireland Ltd</publisher><subject>Base Sequence ; Chickpea ; Cicer - genetics ; Computational Biology ; Conserved Sequence ; F-Box Proteins - genetics ; Gene Expression Regulation, Plant ; Genes, Plant ; High-Throughput Nucleotide Sequencing - methods ; Inflorescence ; MicroRNAs ; Molecular Sequence Data ; Oxidoreductases - genetics ; PhasiRNAs ; Plant Leaves ; Plant Proteins - genetics ; Posttranscriptional gene regulation ; RNA, Plant ; RNA, Small Interfering ; Stress, Physiological - genetics ; Transcription Factors - genetics</subject><ispartof>Plant science (Limerick), 2015-06, Vol.235, p.46-57</ispartof><rights>2015 The Authors</rights><rights>Copyright © 2015 The Authors. Published by Elsevier Ireland Ltd.. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c416t-4c826453481fb061b5c3877947139113002d237087c6bdc4171719866e8b76fa3</citedby><cites>FETCH-LOGICAL-c416t-4c826453481fb061b5c3877947139113002d237087c6bdc4171719866e8b76fa3</cites><orcidid>0000-0001-6106-919X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.plantsci.2015.03.002$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,45974</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25900565$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Srivastava, Sangeeta</creatorcontrib><creatorcontrib>Zheng, Yun</creatorcontrib><creatorcontrib>Kudapa, Himabindu</creatorcontrib><creatorcontrib>Jagadeeswaran, Guru</creatorcontrib><creatorcontrib>Hivrale, Vandana</creatorcontrib><creatorcontrib>Varshney, Rajeev K.</creatorcontrib><creatorcontrib>Sunkar, Ramanjulu</creatorcontrib><title>High throughput sequencing of small RNA component of leaves and inflorescence revealed conserved and novel miRNAs as well as phasiRNA loci in chickpea</title><title>Plant science (Limerick)</title><addtitle>Plant Sci</addtitle><description>•Identified 96 known miRNA homologs belonging to 38 miRNA families in chickpea.•Identified 20 novel miRNAs belonging to 17 miRNA families.•We also uncovered approximately 60 phasiRNA producing loci in chickpea.•Predicted targets for the miRNAs and some of the targets were confirmed using 5′ RACE assays.
Among legumes, chickpea (Cicer arietinum L.) is the second most important crop after soybean. MicroRNAs (miRNAs) play important roles by regulating target gene expression important for plant development and tolerance to stress conditions. Additionally, recently discovered phased siRNAs (phasiRNAs), a new class of small RNAs, are abundantly produced in legumes. Nevertheless, little is known about these regulatory molecules in chickpea. The small RNA population was sequenced from leaves and flowers of chickpea to identify conserved and novel miRNAs as well as phasiRNAs/phasiRNA loci. Bioinformatics analysis revealed 157 miRNA loci for the 96 highly conserved and known miRNA homologs belonging to 38 miRNA families in chickpea. Furthermore, 20 novel miRNAs belonging to 17 miRNA families were identified. Sequence analysis revealed approximately 60 phasiRNA loci. Potential target genes likely to be regulated by these miRNAs were predicted and some were confirmed by modified 5′ RACE assay. Predicted targets are mostly transcription factors that might be important for developmental processes, and others include superoxide dismutases, plantacyanin, laccases and F-box proteins that could participate in stress responses and protein degradation. Overall, this study provides an inventory of miRNA–target gene interactions for chickpea, useful for the comparative analysis of small RNAs among legumes.</description><subject>Base Sequence</subject><subject>Chickpea</subject><subject>Cicer - genetics</subject><subject>Computational Biology</subject><subject>Conserved Sequence</subject><subject>F-Box Proteins - genetics</subject><subject>Gene Expression Regulation, Plant</subject><subject>Genes, Plant</subject><subject>High-Throughput Nucleotide Sequencing - methods</subject><subject>Inflorescence</subject><subject>MicroRNAs</subject><subject>Molecular Sequence Data</subject><subject>Oxidoreductases - genetics</subject><subject>PhasiRNAs</subject><subject>Plant Leaves</subject><subject>Plant Proteins - genetics</subject><subject>Posttranscriptional gene regulation</subject><subject>RNA, Plant</subject><subject>RNA, Small Interfering</subject><subject>Stress, Physiological - genetics</subject><subject>Transcription Factors - genetics</subject><issn>0168-9452</issn><issn>1873-2259</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUcFu1TAQtBCIPgq_UPnIJamdxHZyo6ooRapAQnC2HGfz4ocTBztJxY_wvWz0Wq7Ih7XWM7OeHUKuOMs54_L6lM_eTEuyLi8YFzkrc8aKF-TAa1VmRSGal-SAwDprKlFckDcpnRgihFCvyQU-MyakOJA_9-440GWIYT0O87rQBL9WmKybjjT0NI3Ge_rtyw21YZzDBNOytz2YDRI1U0fd1PsQIVkkAY2wgfHQIXxKEDe87aApbODp6FAIWYk-AqpinQeT9ib1wTqUonZw9ucM5i151Ruf4N1TvSQ_7j5-v73PHr5--nx785DZisslq2xdyEqUVc37lkneClvWSjWV4mXDeYmGu6JUrFZWth1yFJ6mlhLqVsnelJfk_Vl3jgF9p0WPDq143C2ENWkuleCKcV4hVJ6hNoaUIvR6jm408bfmTO-Z6JN-zkTvmWhWavwAEq-eZqztCN0_2nMICPhwBgA63RxEjRL7OjsXwS66C-5_M_4CnHOhJA</recordid><startdate>201506</startdate><enddate>201506</enddate><creator>Srivastava, Sangeeta</creator><creator>Zheng, Yun</creator><creator>Kudapa, Himabindu</creator><creator>Jagadeeswaran, Guru</creator><creator>Hivrale, Vandana</creator><creator>Varshney, Rajeev K.</creator><creator>Sunkar, Ramanjulu</creator><general>Elsevier Ireland Ltd</general><scope>6I.</scope><scope>AAFTH</scope><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><orcidid>https://orcid.org/0000-0001-6106-919X</orcidid></search><sort><creationdate>201506</creationdate><title>High throughput sequencing of small RNA component of leaves and inflorescence revealed conserved and novel miRNAs as well as phasiRNA loci in chickpea</title><author>Srivastava, Sangeeta ; Zheng, Yun ; Kudapa, Himabindu ; Jagadeeswaran, Guru ; Hivrale, Vandana ; Varshney, Rajeev K. ; Sunkar, Ramanjulu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c416t-4c826453481fb061b5c3877947139113002d237087c6bdc4171719866e8b76fa3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Base Sequence</topic><topic>Chickpea</topic><topic>Cicer - genetics</topic><topic>Computational Biology</topic><topic>Conserved Sequence</topic><topic>F-Box Proteins - genetics</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genes, Plant</topic><topic>High-Throughput Nucleotide Sequencing - methods</topic><topic>Inflorescence</topic><topic>MicroRNAs</topic><topic>Molecular Sequence Data</topic><topic>Oxidoreductases - genetics</topic><topic>PhasiRNAs</topic><topic>Plant Leaves</topic><topic>Plant Proteins - genetics</topic><topic>Posttranscriptional gene regulation</topic><topic>RNA, Plant</topic><topic>RNA, Small Interfering</topic><topic>Stress, Physiological - genetics</topic><topic>Transcription Factors - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Srivastava, Sangeeta</creatorcontrib><creatorcontrib>Zheng, Yun</creatorcontrib><creatorcontrib>Kudapa, Himabindu</creatorcontrib><creatorcontrib>Jagadeeswaran, Guru</creatorcontrib><creatorcontrib>Hivrale, Vandana</creatorcontrib><creatorcontrib>Varshney, Rajeev K.</creatorcontrib><creatorcontrib>Sunkar, Ramanjulu</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><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><jtitle>Plant science (Limerick)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Srivastava, Sangeeta</au><au>Zheng, Yun</au><au>Kudapa, Himabindu</au><au>Jagadeeswaran, Guru</au><au>Hivrale, Vandana</au><au>Varshney, Rajeev K.</au><au>Sunkar, Ramanjulu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>High throughput sequencing of small RNA component of leaves and inflorescence revealed conserved and novel miRNAs as well as phasiRNA loci in chickpea</atitle><jtitle>Plant science (Limerick)</jtitle><addtitle>Plant Sci</addtitle><date>2015-06</date><risdate>2015</risdate><volume>235</volume><spage>46</spage><epage>57</epage><pages>46-57</pages><issn>0168-9452</issn><eissn>1873-2259</eissn><abstract>•Identified 96 known miRNA homologs belonging to 38 miRNA families in chickpea.•Identified 20 novel miRNAs belonging to 17 miRNA families.•We also uncovered approximately 60 phasiRNA producing loci in chickpea.•Predicted targets for the miRNAs and some of the targets were confirmed using 5′ RACE assays.
Among legumes, chickpea (Cicer arietinum L.) is the second most important crop after soybean. MicroRNAs (miRNAs) play important roles by regulating target gene expression important for plant development and tolerance to stress conditions. Additionally, recently discovered phased siRNAs (phasiRNAs), a new class of small RNAs, are abundantly produced in legumes. Nevertheless, little is known about these regulatory molecules in chickpea. The small RNA population was sequenced from leaves and flowers of chickpea to identify conserved and novel miRNAs as well as phasiRNAs/phasiRNA loci. Bioinformatics analysis revealed 157 miRNA loci for the 96 highly conserved and known miRNA homologs belonging to 38 miRNA families in chickpea. Furthermore, 20 novel miRNAs belonging to 17 miRNA families were identified. Sequence analysis revealed approximately 60 phasiRNA loci. Potential target genes likely to be regulated by these miRNAs were predicted and some were confirmed by modified 5′ RACE assay. Predicted targets are mostly transcription factors that might be important for developmental processes, and others include superoxide dismutases, plantacyanin, laccases and F-box proteins that could participate in stress responses and protein degradation. Overall, this study provides an inventory of miRNA–target gene interactions for chickpea, useful for the comparative analysis of small RNAs among legumes.</abstract><cop>Ireland</cop><pub>Elsevier Ireland Ltd</pub><pmid>25900565</pmid><doi>10.1016/j.plantsci.2015.03.002</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0001-6106-919X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Base Sequence Chickpea Cicer - genetics Computational Biology Conserved Sequence F-Box Proteins - genetics Gene Expression Regulation, Plant Genes, Plant High-Throughput Nucleotide Sequencing - methods Inflorescence MicroRNAs Molecular Sequence Data Oxidoreductases - genetics PhasiRNAs Plant Leaves Plant Proteins - genetics Posttranscriptional gene regulation RNA, Plant RNA, Small Interfering Stress, Physiological - genetics Transcription Factors - genetics |
title | High throughput sequencing of small RNA component of leaves and inflorescence revealed conserved and novel miRNAs as well as phasiRNA loci in chickpea |
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