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Unveiling the Micronome of Cassava (Manihot esculenta Crantz)
MicroRNAs (miRNAs) are an important class of endogenous non-coding single-stranded small RNAs (21-24 nt in length), which serve as post-transcriptional negative regulators of gene expression in plants. Despite the economic importance of Manihot esculenta Crantz (cassava) only 153 putative cassava mi...
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Published in: | PloS one 2016-01, Vol.11 (1), p.e0147251-e0147251 |
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description | MicroRNAs (miRNAs) are an important class of endogenous non-coding single-stranded small RNAs (21-24 nt in length), which serve as post-transcriptional negative regulators of gene expression in plants. Despite the economic importance of Manihot esculenta Crantz (cassava) only 153 putative cassava miRNAs (from multiple germplasm) are available to date in miRBase (Version 21), and identification of a number of miRNAs from the cassava EST database have been limited to comparisons with Arabidopsis. In this study, mature sequences of all known plant miRNAs were used as a query for homologous searches against cassava EST and GSS databases, and additional identification of novel and conserved miRNAs were gleaned from next generation sequencing (NGS) of two cassava landraces (T200 from southern Africa and TME3 from West Africa) at three different stages post explant transplantation and acclimatization. EST and GSS derived data revealed 259 and 32 miRNAs in cassava, and one of the miRNA families (miR2118) from previous studies has not been reported in cassava. NGS data collectively displayed expression of 289 conserved miRNAs in leaf tissue, of which 230 had not been reported previously. Of the 289 conserved miRNAs identified in T200 and TME3, 208 were isomiRs. Thirty-nine novel cassava-specific miRNAs of low abundance, belonging to 29 families, were identified. Thirty-eight (98.6%) of the putative new miRNAs identified by NGS have not been previously reported in cassava. Several miRNA targets were identified in T200 and TME3, highlighting differential temporal miRNA expression between the two cassava landraces. This study contributes to the expanding knowledge base of the micronome of this important crop. |
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Despite the economic importance of Manihot esculenta Crantz (cassava) only 153 putative cassava miRNAs (from multiple germplasm) are available to date in miRBase (Version 21), and identification of a number of miRNAs from the cassava EST database have been limited to comparisons with Arabidopsis. In this study, mature sequences of all known plant miRNAs were used as a query for homologous searches against cassava EST and GSS databases, and additional identification of novel and conserved miRNAs were gleaned from next generation sequencing (NGS) of two cassava landraces (T200 from southern Africa and TME3 from West Africa) at three different stages post explant transplantation and acclimatization. EST and GSS derived data revealed 259 and 32 miRNAs in cassava, and one of the miRNA families (miR2118) from previous studies has not been reported in cassava. NGS data collectively displayed expression of 289 conserved miRNAs in leaf tissue, of which 230 had not been reported previously. Of the 289 conserved miRNAs identified in T200 and TME3, 208 were isomiRs. Thirty-nine novel cassava-specific miRNAs of low abundance, belonging to 29 families, were identified. Thirty-eight (98.6%) of the putative new miRNAs identified by NGS have not been previously reported in cassava. Several miRNA targets were identified in T200 and TME3, highlighting differential temporal miRNA expression between the two cassava landraces. This study contributes to the expanding knowledge base of the micronome of this important crop.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0147251</identifier><identifier>PMID: 26799216</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Acclimatization ; Analysis ; Arabidopsis thaliana ; Base Sequence ; Bioinformatics ; Biology and life sciences ; Biosynthesis ; Care and treatment ; Cassava ; Crops, Agricultural - genetics ; Databases, Nucleic Acid ; Development and progression ; Economic importance ; Enzymes ; Expressed Sequence Tags ; Flowers & plants ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Plant - genetics ; Genes, Plant ; Genetic aspects ; Genomes ; Germplasm ; High-Throughput Nucleotide Sequencing ; Homology ; Knowledge bases (artificial intelligence) ; Manihot - genetics ; Manihot esculenta ; MicroRNA ; MicroRNAs ; MicroRNAs - genetics ; miRNA ; Molecular biology ; Plant genetics ; Plant tissues ; Post-transcription ; Proteins ; Regulators ; Research and Analysis Methods ; Ribonucleic acid ; RNA ; Sequence Analysis, RNA ; Signal transduction ; Target recognition ; Transplantation</subject><ispartof>PloS one, 2016-01, Vol.11 (1), p.e0147251-e0147251</ispartof><rights>COPYRIGHT 2016 Public Library of Science</rights><rights>2016 Rogans, Rey. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2016 Rogans, Rey 2016 Rogans, Rey</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-9dfa103a92d01978083ced33af4d9454d9996150d1ca36b4b6ef15347b19c973</citedby><cites>FETCH-LOGICAL-c692t-9dfa103a92d01978083ced33af4d9454d9996150d1ca36b4b6ef15347b19c973</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1759161509/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1759161509?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26799216$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Barozai, Muhammad</contributor><creatorcontrib>Rogans, Sarah Jane</creatorcontrib><creatorcontrib>Rey, Chrissie</creatorcontrib><title>Unveiling the Micronome of Cassava (Manihot esculenta Crantz)</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>MicroRNAs (miRNAs) are an important class of endogenous non-coding single-stranded small RNAs (21-24 nt in length), which serve as post-transcriptional negative regulators of gene expression in plants. Despite the economic importance of Manihot esculenta Crantz (cassava) only 153 putative cassava miRNAs (from multiple germplasm) are available to date in miRBase (Version 21), and identification of a number of miRNAs from the cassava EST database have been limited to comparisons with Arabidopsis. In this study, mature sequences of all known plant miRNAs were used as a query for homologous searches against cassava EST and GSS databases, and additional identification of novel and conserved miRNAs were gleaned from next generation sequencing (NGS) of two cassava landraces (T200 from southern Africa and TME3 from West Africa) at three different stages post explant transplantation and acclimatization. EST and GSS derived data revealed 259 and 32 miRNAs in cassava, and one of the miRNA families (miR2118) from previous studies has not been reported in cassava. NGS data collectively displayed expression of 289 conserved miRNAs in leaf tissue, of which 230 had not been reported previously. Of the 289 conserved miRNAs identified in T200 and TME3, 208 were isomiRs. Thirty-nine novel cassava-specific miRNAs of low abundance, belonging to 29 families, were identified. Thirty-eight (98.6%) of the putative new miRNAs identified by NGS have not been previously reported in cassava. Several miRNA targets were identified in T200 and TME3, highlighting differential temporal miRNA expression between the two cassava landraces. This study contributes to the expanding knowledge base of the micronome of this important crop.</description><subject>Acclimatization</subject><subject>Analysis</subject><subject>Arabidopsis thaliana</subject><subject>Base Sequence</subject><subject>Bioinformatics</subject><subject>Biology and life sciences</subject><subject>Biosynthesis</subject><subject>Care and treatment</subject><subject>Cassava</subject><subject>Crops, Agricultural - genetics</subject><subject>Databases, Nucleic Acid</subject><subject>Development and progression</subject><subject>Economic importance</subject><subject>Enzymes</subject><subject>Expressed Sequence Tags</subject><subject>Flowers & plants</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Plant - genetics</subject><subject>Genes, Plant</subject><subject>Genetic aspects</subject><subject>Genomes</subject><subject>Germplasm</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Homology</subject><subject>Knowledge bases (artificial intelligence)</subject><subject>Manihot - genetics</subject><subject>Manihot esculenta</subject><subject>MicroRNA</subject><subject>MicroRNAs</subject><subject>MicroRNAs - genetics</subject><subject>miRNA</subject><subject>Molecular biology</subject><subject>Plant genetics</subject><subject>Plant tissues</subject><subject>Post-transcription</subject><subject>Proteins</subject><subject>Regulators</subject><subject>Research and Analysis Methods</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Sequence Analysis, RNA</subject><subject>Signal transduction</subject><subject>Target recognition</subject><subject>Transplantation</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNkl9v0zAUxSMEYmPwDRBEQkLbQ4sdO3b9ANJU8afSpkkweLVunJvWU2p3sVMBnx6XZlOD9oAiOZH9O8e5954se0nJlDJJ3934vnPQTjfe4ZRQLouSPsqOqWLFRBSEPT74PsqehXBDSMlmQjzNjgohlSqoOM7ef3dbtK11yzyuML-0pvPOrzH3TT6HEGAL-eklOLvyMcdg-hZdhHzegYu_z55nTxpoA74Y3ifZ9aeP1_Mvk4urz4v5-cXECFXEiaoboISBKmpClZyRGTNYMwYNrxUv06KUoCWpqQEmKl4JbGjJuKyoMkqyk-z13nbT-qCHwoOmslR0p1OJWOyJ2sON3nR2Dd0v7cHqvxu-W2roojUtaokolOR1wRC5MkXFZYMlzFhFhRDEJK8Pw219tcbapII7aEem45PUHL30W51GwChjyeB0MOj8bY8h6rUNBtsWHPp-99-CKEKlpAl98w_6cHUDtYRUgHWNT_eanak-55zMVJEGm6jpA1R6alxbk1LS2LQ_EpyNBImJ-DMuoQ9BL759_X_26seYfXvArhDauAq-7aP1LoxBvgdT6ELosLlvMiV6F_K7buhdyPUQ8iR7dTige9Fdqtkfi3P0rw</recordid><startdate>20160122</startdate><enddate>20160122</enddate><creator>Rogans, Sarah Jane</creator><creator>Rey, Chrissie</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20160122</creationdate><title>Unveiling the Micronome of Cassava (Manihot esculenta Crantz)</title><author>Rogans, Sarah Jane ; Rey, Chrissie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-9dfa103a92d01978083ced33af4d9454d9996150d1ca36b4b6ef15347b19c973</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Acclimatization</topic><topic>Analysis</topic><topic>Arabidopsis thaliana</topic><topic>Base Sequence</topic><topic>Bioinformatics</topic><topic>Biology and life sciences</topic><topic>Biosynthesis</topic><topic>Care and treatment</topic><topic>Cassava</topic><topic>Crops, Agricultural - genetics</topic><topic>Databases, Nucleic Acid</topic><topic>Development and progression</topic><topic>Economic importance</topic><topic>Enzymes</topic><topic>Expressed Sequence Tags</topic><topic>Flowers & plants</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Plant - genetics</topic><topic>Genes, Plant</topic><topic>Genetic aspects</topic><topic>Genomes</topic><topic>Germplasm</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Homology</topic><topic>Knowledge bases (artificial intelligence)</topic><topic>Manihot - genetics</topic><topic>Manihot esculenta</topic><topic>MicroRNA</topic><topic>MicroRNAs</topic><topic>MicroRNAs - genetics</topic><topic>miRNA</topic><topic>Molecular biology</topic><topic>Plant genetics</topic><topic>Plant tissues</topic><topic>Post-transcription</topic><topic>Proteins</topic><topic>Regulators</topic><topic>Research and Analysis Methods</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Sequence Analysis, RNA</topic><topic>Signal transduction</topic><topic>Target recognition</topic><topic>Transplantation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rogans, Sarah Jane</creatorcontrib><creatorcontrib>Rey, Chrissie</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_Opposing Viewpoints In Context</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection (ProQuest Medical & Health Databases)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology 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>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</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>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rogans, Sarah Jane</au><au>Rey, Chrissie</au><au>Barozai, Muhammad</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Unveiling the Micronome of Cassava (Manihot esculenta Crantz)</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2016-01-22</date><risdate>2016</risdate><volume>11</volume><issue>1</issue><spage>e0147251</spage><epage>e0147251</epage><pages>e0147251-e0147251</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>MicroRNAs (miRNAs) are an important class of endogenous non-coding single-stranded small RNAs (21-24 nt in length), which serve as post-transcriptional negative regulators of gene expression in plants. Despite the economic importance of Manihot esculenta Crantz (cassava) only 153 putative cassava miRNAs (from multiple germplasm) are available to date in miRBase (Version 21), and identification of a number of miRNAs from the cassava EST database have been limited to comparisons with Arabidopsis. In this study, mature sequences of all known plant miRNAs were used as a query for homologous searches against cassava EST and GSS databases, and additional identification of novel and conserved miRNAs were gleaned from next generation sequencing (NGS) of two cassava landraces (T200 from southern Africa and TME3 from West Africa) at three different stages post explant transplantation and acclimatization. EST and GSS derived data revealed 259 and 32 miRNAs in cassava, and one of the miRNA families (miR2118) from previous studies has not been reported in cassava. NGS data collectively displayed expression of 289 conserved miRNAs in leaf tissue, of which 230 had not been reported previously. Of the 289 conserved miRNAs identified in T200 and TME3, 208 were isomiRs. Thirty-nine novel cassava-specific miRNAs of low abundance, belonging to 29 families, were identified. Thirty-eight (98.6%) of the putative new miRNAs identified by NGS have not been previously reported in cassava. Several miRNA targets were identified in T200 and TME3, highlighting differential temporal miRNA expression between the two cassava landraces. This study contributes to the expanding knowledge base of the micronome of this important crop.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>26799216</pmid><doi>10.1371/journal.pone.0147251</doi><oa>free_for_read</oa></addata></record> |
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subjects | Acclimatization Analysis Arabidopsis thaliana Base Sequence Bioinformatics Biology and life sciences Biosynthesis Care and treatment Cassava Crops, Agricultural - genetics Databases, Nucleic Acid Development and progression Economic importance Enzymes Expressed Sequence Tags Flowers & plants Gene expression Gene Expression Profiling Gene Expression Regulation, Plant - genetics Genes, Plant Genetic aspects Genomes Germplasm High-Throughput Nucleotide Sequencing Homology Knowledge bases (artificial intelligence) Manihot - genetics Manihot esculenta MicroRNA MicroRNAs MicroRNAs - genetics miRNA Molecular biology Plant genetics Plant tissues Post-transcription Proteins Regulators Research and Analysis Methods Ribonucleic acid RNA Sequence Analysis, RNA Signal transduction Target recognition Transplantation |
title | Unveiling the Micronome of Cassava (Manihot esculenta Crantz) |
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