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Identification of aluminum-responsive microRNAs in Medicago truncatula by genome-wide high-throughput sequencing
MicroRNAs (miRNAs) play important roles in response of plants to biotic and abiotic stresses. Aluminum (Al) toxicity is a major factor limiting plant growth in acidic soils. However, there has been limited report on the involvement of miRNAs in response of plants to toxic Al³⁺. To identify Al³⁺-resp...
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Published in: | Planta 2012-02, Vol.235 (2), p.375-386 |
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description | MicroRNAs (miRNAs) play important roles in response of plants to biotic and abiotic stresses. Aluminum (Al) toxicity is a major factor limiting plant growth in acidic soils. However, there has been limited report on the involvement of miRNAs in response of plants to toxic Al³⁺. To identify Al³⁺-responsive miRNAs at wholegenome level, high-throughput sequencing technology was used to sequence libraries constructed from root apices of the model legume plant Medicago truncatula treated with and without Al³⁺. High-throughput sequencing of the control and two Al³⁺-treated libraries led to generation of 17.1, 14.1 and 17.4 M primary reads, respectively. We identified 326 known miRNAs and 21 new miRNAs. Among the miRNAs, expression of 23 miRNAs was responsive to Al³⁺, and the majority of Al³⁺-responsive mRNAs was down-regulated. We further classified the Al³⁺-responsive miRNAs into three groups based on their expression patterns: rapid-responsive, late-responsive and sustained-responsive miRNAs. The majority of Al³⁺-responsive miRNAs belonged to the 'rapid-responsive' category, i.e. they were responsive to short-term, but not long-term Al³⁺ treatment. The Al³⁺-responsive miRNAs were also verified by quantitative real-time PCR. The potential targets of the 21 new miRNAs were predicted to be involved in diverse cellular processes in plants, and their potential roles in Al³⁺-induced inhibition of root growth were discussed. These findings provide valuable information for functional characterization of miRNAs in Al³⁺ toxicity and tolerance. |
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Aluminum (Al) toxicity is a major factor limiting plant growth in acidic soils. However, there has been limited report on the involvement of miRNAs in response of plants to toxic Al³⁺. To identify Al³⁺-responsive miRNAs at wholegenome level, high-throughput sequencing technology was used to sequence libraries constructed from root apices of the model legume plant Medicago truncatula treated with and without Al³⁺. High-throughput sequencing of the control and two Al³⁺-treated libraries led to generation of 17.1, 14.1 and 17.4 M primary reads, respectively. We identified 326 known miRNAs and 21 new miRNAs. Among the miRNAs, expression of 23 miRNAs was responsive to Al³⁺, and the majority of Al³⁺-responsive mRNAs was down-regulated. We further classified the Al³⁺-responsive miRNAs into three groups based on their expression patterns: rapid-responsive, late-responsive and sustained-responsive miRNAs. The majority of Al³⁺-responsive miRNAs belonged to the 'rapid-responsive' category, i.e. they were responsive to short-term, but not long-term Al³⁺ treatment. The Al³⁺-responsive miRNAs were also verified by quantitative real-time PCR. The potential targets of the 21 new miRNAs were predicted to be involved in diverse cellular processes in plants, and their potential roles in Al³⁺-induced inhibition of root growth were discussed. These findings provide valuable information for functional characterization of miRNAs in Al³⁺ toxicity and tolerance.</description><identifier>ISSN: 0032-0935</identifier><identifier>EISSN: 1432-2048</identifier><identifier>DOI: 10.1007/s00425-011-1514-9</identifier><identifier>PMID: 21909758</identifier><identifier>CODEN: PLANAB</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer-Verlag</publisher><subject>Acidic soils ; Agriculture ; Alfalfa ; Aluminum ; Aluminum - metabolism ; Aluminum Compounds - pharmacology ; Auxins ; Biological and medical sciences ; Biomedical and Life Sciences ; Chlorides - pharmacology ; Ecology ; Forestry ; Fundamental and applied biological sciences. Psychology ; Gene Expression Regulation, Plant ; Gene Library ; Genome, Plant ; High-Throughput Nucleotide Sequencing - methods ; Libraries ; Life Sciences ; Medicago truncatula - drug effects ; Medicago truncatula - genetics ; Medicago truncatula - growth & development ; Medicago truncatula - metabolism ; MicroRNA ; MicroRNAs - classification ; MicroRNAs - genetics ; MicroRNAs - metabolism ; Nucleic Acid Conformation ; Original Article ; Plant cells ; Plant growth ; Plant roots ; Plant Roots - drug effects ; Plant Roots - genetics ; Plant Roots - growth & development ; Plant Roots - metabolism ; Plant Sciences ; Plants ; Reverse Transcriptase Polymerase Chain Reaction ; RNA ; RNA Precursors - genetics ; RNA Precursors - metabolism ; RNA, Plant - genetics ; RNA, Plant - isolation & purification ; RNA, Plant - metabolism ; Root growth ; Sequencing ; Small interfering RNA</subject><ispartof>Planta, 2012-02, Vol.235 (2), p.375-386</ispartof><rights>Springer-Verlag 2011</rights><rights>2015 INIST-CNRS</rights><rights>Springer-Verlag 2012</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c422t-91b49c25a0a4474186ba6bec90f39c7ea77e7e5091ea3cdc6cb13cf72fb31b4f3</citedby><cites>FETCH-LOGICAL-c422t-91b49c25a0a4474186ba6bec90f39c7ea77e7e5091ea3cdc6cb13cf72fb31b4f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/43564334$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/43564334$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,58238,58471</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25567892$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21909758$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Lei</creatorcontrib><creatorcontrib>Wang, Tianzuo</creatorcontrib><creatorcontrib>Zhao, Mingui</creatorcontrib><creatorcontrib>Tian, Qiuying</creatorcontrib><creatorcontrib>Zhang, Wen-Hao</creatorcontrib><title>Identification of aluminum-responsive microRNAs in Medicago truncatula by genome-wide high-throughput sequencing</title><title>Planta</title><addtitle>Planta</addtitle><addtitle>Planta</addtitle><description>MicroRNAs (miRNAs) play important roles in response of plants to biotic and abiotic stresses. Aluminum (Al) toxicity is a major factor limiting plant growth in acidic soils. However, there has been limited report on the involvement of miRNAs in response of plants to toxic Al³⁺. To identify Al³⁺-responsive miRNAs at wholegenome level, high-throughput sequencing technology was used to sequence libraries constructed from root apices of the model legume plant Medicago truncatula treated with and without Al³⁺. High-throughput sequencing of the control and two Al³⁺-treated libraries led to generation of 17.1, 14.1 and 17.4 M primary reads, respectively. We identified 326 known miRNAs and 21 new miRNAs. Among the miRNAs, expression of 23 miRNAs was responsive to Al³⁺, and the majority of Al³⁺-responsive mRNAs was down-regulated. We further classified the Al³⁺-responsive miRNAs into three groups based on their expression patterns: rapid-responsive, late-responsive and sustained-responsive miRNAs. The majority of Al³⁺-responsive miRNAs belonged to the 'rapid-responsive' category, i.e. they were responsive to short-term, but not long-term Al³⁺ treatment. The Al³⁺-responsive miRNAs were also verified by quantitative real-time PCR. The potential targets of the 21 new miRNAs were predicted to be involved in diverse cellular processes in plants, and their potential roles in Al³⁺-induced inhibition of root growth were discussed. These findings provide valuable information for functional characterization of miRNAs in Al³⁺ toxicity and tolerance.</description><subject>Acidic soils</subject><subject>Agriculture</subject><subject>Alfalfa</subject><subject>Aluminum</subject><subject>Aluminum - metabolism</subject><subject>Aluminum Compounds - pharmacology</subject><subject>Auxins</subject><subject>Biological and medical sciences</subject><subject>Biomedical and Life Sciences</subject><subject>Chlorides - pharmacology</subject><subject>Ecology</subject><subject>Forestry</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Gene Expression Regulation, Plant</subject><subject>Gene Library</subject><subject>Genome, Plant</subject><subject>High-Throughput Nucleotide Sequencing - methods</subject><subject>Libraries</subject><subject>Life Sciences</subject><subject>Medicago truncatula - drug effects</subject><subject>Medicago truncatula - genetics</subject><subject>Medicago truncatula - growth & development</subject><subject>Medicago truncatula - metabolism</subject><subject>MicroRNA</subject><subject>MicroRNAs - classification</subject><subject>MicroRNAs - genetics</subject><subject>MicroRNAs - metabolism</subject><subject>Nucleic Acid Conformation</subject><subject>Original Article</subject><subject>Plant cells</subject><subject>Plant growth</subject><subject>Plant roots</subject><subject>Plant Roots - drug effects</subject><subject>Plant Roots - genetics</subject><subject>Plant Roots - growth & development</subject><subject>Plant Roots - metabolism</subject><subject>Plant Sciences</subject><subject>Plants</subject><subject>Reverse Transcriptase Polymerase Chain Reaction</subject><subject>RNA</subject><subject>RNA Precursors - genetics</subject><subject>RNA Precursors - metabolism</subject><subject>RNA, Plant - genetics</subject><subject>RNA, Plant - isolation & purification</subject><subject>RNA, Plant - metabolism</subject><subject>Root growth</subject><subject>Sequencing</subject><subject>Small interfering RNA</subject><issn>0032-0935</issn><issn>1432-2048</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNp9kEuLFDEUhYMoTjv6A1woQXAZzbNSWQ6Dj4FRQXQdUqmkOk1XUiYVZf69aaqd2blK4H7nnHsPAC8Jfkcwlu8LxpwKhAlBRBCO1COwI5xRRDHvH4Mdxu2PFRMX4FkpB4zbUMqn4IIShZUU_Q4sN6OLa_DBmjWkCJOH5ljnEOuMsitLiiX8dnAONqfvX68KDBF-cWPDpwTXXGPT1aOBwx2cXEyzQ3_C6OA-THu07nOq036pKyzuV3XRhjg9B0-8ORb34vxegp8fP_y4_oxuv326ub66RZZTuiJFBq4sFQYbziUnfTeYbnBWYc-Ulc5I6aQTWBFnmB1tZwfCrJfUD6xJPbsEbzbfJaeWXVZ9SDXHFqkVkX3fyqANIhvUrislO6-XHGaT7zTB-lSx3irWrWJ9qlirpnl9Nq7D7MZ7xb9OG_D2DJhizdFn0w4vD5wQnezVKZxuXGmjOLn8sOH_0l9tokNZU7435Ux0nDHO_gJlFp9r</recordid><startdate>20120201</startdate><enddate>20120201</enddate><creator>Chen, Lei</creator><creator>Wang, Tianzuo</creator><creator>Zhao, Mingui</creator><creator>Tian, Qiuying</creator><creator>Zhang, Wen-Hao</creator><general>Springer-Verlag</general><general>Springer</general><general>Springer Nature B.V</general><scope>IQODW</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>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7TM</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>RC3</scope></search><sort><creationdate>20120201</creationdate><title>Identification of aluminum-responsive microRNAs in Medicago truncatula by genome-wide high-throughput sequencing</title><author>Chen, Lei ; Wang, Tianzuo ; Zhao, Mingui ; Tian, Qiuying ; Zhang, Wen-Hao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c422t-91b49c25a0a4474186ba6bec90f39c7ea77e7e5091ea3cdc6cb13cf72fb31b4f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Acidic soils</topic><topic>Agriculture</topic><topic>Alfalfa</topic><topic>Aluminum</topic><topic>Aluminum - metabolism</topic><topic>Aluminum Compounds - pharmacology</topic><topic>Auxins</topic><topic>Biological and medical sciences</topic><topic>Biomedical and Life Sciences</topic><topic>Chlorides - pharmacology</topic><topic>Ecology</topic><topic>Forestry</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Gene Expression Regulation, Plant</topic><topic>Gene Library</topic><topic>Genome, Plant</topic><topic>High-Throughput Nucleotide Sequencing - methods</topic><topic>Libraries</topic><topic>Life Sciences</topic><topic>Medicago truncatula - drug effects</topic><topic>Medicago truncatula - genetics</topic><topic>Medicago truncatula - growth & development</topic><topic>Medicago truncatula - metabolism</topic><topic>MicroRNA</topic><topic>MicroRNAs - classification</topic><topic>MicroRNAs - genetics</topic><topic>MicroRNAs - metabolism</topic><topic>Nucleic Acid Conformation</topic><topic>Original Article</topic><topic>Plant cells</topic><topic>Plant growth</topic><topic>Plant roots</topic><topic>Plant Roots - drug effects</topic><topic>Plant Roots - genetics</topic><topic>Plant Roots - growth & development</topic><topic>Plant Roots - metabolism</topic><topic>Plant Sciences</topic><topic>Plants</topic><topic>Reverse Transcriptase Polymerase Chain Reaction</topic><topic>RNA</topic><topic>RNA Precursors - genetics</topic><topic>RNA Precursors - metabolism</topic><topic>RNA, Plant - genetics</topic><topic>RNA, Plant - isolation & purification</topic><topic>RNA, Plant - metabolism</topic><topic>Root growth</topic><topic>Sequencing</topic><topic>Small interfering RNA</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Lei</creatorcontrib><creatorcontrib>Wang, Tianzuo</creatorcontrib><creatorcontrib>Zhao, Mingui</creatorcontrib><creatorcontrib>Tian, Qiuying</creatorcontrib><creatorcontrib>Zhang, Wen-Hao</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Agriculture Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Genetics Abstracts</collection><jtitle>Planta</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Lei</au><au>Wang, Tianzuo</au><au>Zhao, Mingui</au><au>Tian, Qiuying</au><au>Zhang, Wen-Hao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of aluminum-responsive microRNAs in Medicago truncatula by genome-wide high-throughput sequencing</atitle><jtitle>Planta</jtitle><stitle>Planta</stitle><addtitle>Planta</addtitle><date>2012-02-01</date><risdate>2012</risdate><volume>235</volume><issue>2</issue><spage>375</spage><epage>386</epage><pages>375-386</pages><issn>0032-0935</issn><eissn>1432-2048</eissn><coden>PLANAB</coden><abstract>MicroRNAs (miRNAs) play important roles in response of plants to biotic and abiotic stresses. Aluminum (Al) toxicity is a major factor limiting plant growth in acidic soils. However, there has been limited report on the involvement of miRNAs in response of plants to toxic Al³⁺. To identify Al³⁺-responsive miRNAs at wholegenome level, high-throughput sequencing technology was used to sequence libraries constructed from root apices of the model legume plant Medicago truncatula treated with and without Al³⁺. High-throughput sequencing of the control and two Al³⁺-treated libraries led to generation of 17.1, 14.1 and 17.4 M primary reads, respectively. We identified 326 known miRNAs and 21 new miRNAs. Among the miRNAs, expression of 23 miRNAs was responsive to Al³⁺, and the majority of Al³⁺-responsive mRNAs was down-regulated. We further classified the Al³⁺-responsive miRNAs into three groups based on their expression patterns: rapid-responsive, late-responsive and sustained-responsive miRNAs. The majority of Al³⁺-responsive miRNAs belonged to the 'rapid-responsive' category, i.e. they were responsive to short-term, but not long-term Al³⁺ treatment. The Al³⁺-responsive miRNAs were also verified by quantitative real-time PCR. The potential targets of the 21 new miRNAs were predicted to be involved in diverse cellular processes in plants, and their potential roles in Al³⁺-induced inhibition of root growth were discussed. These findings provide valuable information for functional characterization of miRNAs in Al³⁺ toxicity and tolerance.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer-Verlag</pub><pmid>21909758</pmid><doi>10.1007/s00425-011-1514-9</doi><tpages>12</tpages></addata></record> |
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subjects | Acidic soils Agriculture Alfalfa Aluminum Aluminum - metabolism Aluminum Compounds - pharmacology Auxins Biological and medical sciences Biomedical and Life Sciences Chlorides - pharmacology Ecology Forestry Fundamental and applied biological sciences. Psychology Gene Expression Regulation, Plant Gene Library Genome, Plant High-Throughput Nucleotide Sequencing - methods Libraries Life Sciences Medicago truncatula - drug effects Medicago truncatula - genetics Medicago truncatula - growth & development Medicago truncatula - metabolism MicroRNA MicroRNAs - classification MicroRNAs - genetics MicroRNAs - metabolism Nucleic Acid Conformation Original Article Plant cells Plant growth Plant roots Plant Roots - drug effects Plant Roots - genetics Plant Roots - growth & development Plant Roots - metabolism Plant Sciences Plants Reverse Transcriptase Polymerase Chain Reaction RNA RNA Precursors - genetics RNA Precursors - metabolism RNA, Plant - genetics RNA, Plant - isolation & purification RNA, Plant - metabolism Root growth Sequencing Small interfering RNA |
title | Identification of aluminum-responsive microRNAs in Medicago truncatula by genome-wide high-throughput sequencing |
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