Transcriptome assembly and analysis of Tibetan Hulless Barley (Hordeum vulgare L. var. nudum) developing grains, with emphasis on quality properties
Hulless barley is attracting increasing attention due to its unique nutritional value and potential health benefits. However, the molecular biology of the barley grain development and nutrient storage are not well understood. Furthermore, the genetic potential of hulless barley has not been fully ta...
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description | Hulless barley is attracting increasing attention due to its unique nutritional value and potential health benefits. However, the molecular biology of the barley grain development and nutrient storage are not well understood. Furthermore, the genetic potential of hulless barley has not been fully tapped for breeding.
In the present study, we investigated the transcriptome features during hulless barley grain development. Using Illumina paired-end RNA-Sequencing, we generated two data sets of the developing grain transcriptomes from two hulless barley landraces. A total of 13.1 and 12.9 million paired-end reads with lengths of 90 bp were generated from the two varieties and were assembled to 48,863 and 45,788 unigenes, respectively. A combined dataset of 46,485 All-Unigenes were generated from two transcriptomes with an average length of 542 bp, and 36,278 among were annotated with gene descriptions, conserved protein domains or gene ontology terms. Furthermore, sequences and expression levels of genes related to the biosynthesis of storage reserve compounds (starch, protein, and β-glucan) were analyzed, and their temporal and spatial patterns were deduced from the transcriptome data of cultivated barley Morex.
We established a sequences and functional annotation integrated database and examined the expression profiles of the developing grains of Tibetan hulless barley. The characterization of genes encoding storage proteins and enzymes of starch synthesis and (1-3;1-4)-β-D-glucan synthesis provided an overview of changes in gene expression associated with grain nutrition and health properties. Furthermore, the characterization of these genes provides a gene reservoir, which helps in quality improvement of hulless barley. |
doi_str_mv | 10.1371/journal.pone.0098144 |
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In the present study, we investigated the transcriptome features during hulless barley grain development. Using Illumina paired-end RNA-Sequencing, we generated two data sets of the developing grain transcriptomes from two hulless barley landraces. A total of 13.1 and 12.9 million paired-end reads with lengths of 90 bp were generated from the two varieties and were assembled to 48,863 and 45,788 unigenes, respectively. A combined dataset of 46,485 All-Unigenes were generated from two transcriptomes with an average length of 542 bp, and 36,278 among were annotated with gene descriptions, conserved protein domains or gene ontology terms. Furthermore, sequences and expression levels of genes related to the biosynthesis of storage reserve compounds (starch, protein, and β-glucan) were analyzed, and their temporal and spatial patterns were deduced from the transcriptome data of cultivated barley Morex.
We established a sequences and functional annotation integrated database and examined the expression profiles of the developing grains of Tibetan hulless barley. The characterization of genes encoding storage proteins and enzymes of starch synthesis and (1-3;1-4)-β-D-glucan synthesis provided an overview of changes in gene expression associated with grain nutrition and health properties. Furthermore, the characterization of these genes provides a gene reservoir, which helps in quality improvement of hulless barley.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0098144</identifier><identifier>PMID: 24871534</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Analysis ; Annotations ; Barley ; Base Sequence ; Biology ; Biology and Life Sciences ; Biosynthesis ; Breeding ; Breeding methods ; Breeding of animals ; Food ; Gene expression ; Gene Expression Profiling ; Gene Ontology ; Gene sequencing ; Genes ; Genetics ; Genomes ; Genomics ; Glucan ; Grain ; Grain cultivation ; Hordeum - enzymology ; Hordeum - genetics ; Hordeum - growth & development ; Hordeum - metabolism ; Hordeum vulgare ; Life sciences ; Molecular biology ; Molecular Sequence Annotation ; Molecular Sequence Data ; Morphology ; Nutrition ; Oryza ; Physiology ; Plant Proteins - genetics ; Plant Proteins - metabolism ; Polymorphism, Single Nucleotide - genetics ; Proteins ; Quality ; Quality control ; Quality management ; Ribonucleic acid ; RNA ; Seed Storage Proteins - genetics ; Sequence Analysis, RNA ; Species Specificity ; Starch ; Starch - biosynthesis ; Storage ; Storage proteins ; Studies ; Transcriptome - genetics ; Wheat ; β-Glucan</subject><ispartof>PloS one, 2014-05, Vol.9 (5), p.e98144-e98144</ispartof><rights>COPYRIGHT 2014 Public Library of Science</rights><rights>2014 Chen et al. 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>2014 Chen et al 2014 Chen et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c593t-72d90511bc3a02ceb4e028f7a0945aa9298d9b8b2e8021d8addee0b4a873ba753</citedby><cites>FETCH-LOGICAL-c593t-72d90511bc3a02ceb4e028f7a0945aa9298d9b8b2e8021d8addee0b4a873ba753</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4037191/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4037191/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79342,79343</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24871534$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Xin</creatorcontrib><creatorcontrib>Long, Hai</creatorcontrib><creatorcontrib>Gao, Ping</creatorcontrib><creatorcontrib>Deng, Guangbing</creatorcontrib><creatorcontrib>Pan, Zhifen</creatorcontrib><creatorcontrib>Liang, Junjun</creatorcontrib><creatorcontrib>Tang, Yawei</creatorcontrib><creatorcontrib>Tashi, Nyima</creatorcontrib><creatorcontrib>Yu, Maoqun</creatorcontrib><title>Transcriptome assembly and analysis of Tibetan Hulless Barley (Hordeum vulgare L. var. nudum) developing grains, with emphasis on quality properties</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Hulless barley is attracting increasing attention due to its unique nutritional value and potential health benefits. However, the molecular biology of the barley grain development and nutrient storage are not well understood. Furthermore, the genetic potential of hulless barley has not been fully tapped for breeding.
In the present study, we investigated the transcriptome features during hulless barley grain development. Using Illumina paired-end RNA-Sequencing, we generated two data sets of the developing grain transcriptomes from two hulless barley landraces. A total of 13.1 and 12.9 million paired-end reads with lengths of 90 bp were generated from the two varieties and were assembled to 48,863 and 45,788 unigenes, respectively. A combined dataset of 46,485 All-Unigenes were generated from two transcriptomes with an average length of 542 bp, and 36,278 among were annotated with gene descriptions, conserved protein domains or gene ontology terms. Furthermore, sequences and expression levels of genes related to the biosynthesis of storage reserve compounds (starch, protein, and β-glucan) were analyzed, and their temporal and spatial patterns were deduced from the transcriptome data of cultivated barley Morex.
We established a sequences and functional annotation integrated database and examined the expression profiles of the developing grains of Tibetan hulless barley. The characterization of genes encoding storage proteins and enzymes of starch synthesis and (1-3;1-4)-β-D-glucan synthesis provided an overview of changes in gene expression associated with grain nutrition and health properties. Furthermore, the characterization of these genes provides a gene reservoir, which helps in quality improvement of hulless barley.</description><subject>Analysis</subject><subject>Annotations</subject><subject>Barley</subject><subject>Base Sequence</subject><subject>Biology</subject><subject>Biology and Life Sciences</subject><subject>Biosynthesis</subject><subject>Breeding</subject><subject>Breeding methods</subject><subject>Breeding of animals</subject><subject>Food</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Ontology</subject><subject>Gene sequencing</subject><subject>Genes</subject><subject>Genetics</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Glucan</subject><subject>Grain</subject><subject>Grain cultivation</subject><subject>Hordeum - enzymology</subject><subject>Hordeum - genetics</subject><subject>Hordeum - growth & development</subject><subject>Hordeum - metabolism</subject><subject>Hordeum vulgare</subject><subject>Life sciences</subject><subject>Molecular biology</subject><subject>Molecular Sequence Annotation</subject><subject>Molecular Sequence Data</subject><subject>Morphology</subject><subject>Nutrition</subject><subject>Oryza</subject><subject>Physiology</subject><subject>Plant Proteins - genetics</subject><subject>Plant Proteins - metabolism</subject><subject>Polymorphism, Single Nucleotide - genetics</subject><subject>Proteins</subject><subject>Quality</subject><subject>Quality control</subject><subject>Quality management</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Seed Storage Proteins - genetics</subject><subject>Sequence Analysis, RNA</subject><subject>Species Specificity</subject><subject>Starch</subject><subject>Starch - biosynthesis</subject><subject>Storage</subject><subject>Storage proteins</subject><subject>Studies</subject><subject>Transcriptome - genetics</subject><subject>Wheat</subject><subject>β-Glucan</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNptUl1v0zAUjRCIjcE_QGCJlyHRYMf5fJk0JqCTKvFSnq2b-CZ15diZnRT1f_CDcddsWtFkWbauzzn3wyeK3jMaM16wr1s7OQM6HqzBmNKqZGn6IjpnFU8WeUL5yyf3s-iN91tKM17m-evoLEnLgmU8PY_-rh0Y3zg1jLZHAt5jX-s9ASPDBr33yhPbkrWqcQRDlpPW6D35Bk7jnlwurZM49WQ36Q4cklVMduBiYiY59Z-JxB1qOyjTkc6BMv4L-aPGDcF-2MC9tCF3E2g17sng7IBuVOjfRq9a0B7fzedF9PvH9_XNcrH69fP25nq1aLKKj4sikRXNGKsbDjRpsE6RJmVbAK3SDKBKqlJWdVknWNKEyRKkRKR1CmXBaygyfhF9POoO2noxD9SLMBlKiyypeEDcHhHSwlYMTvXg9sKCEvcB6zoBoeRGo5B1zoqCNwnNaUprVjaQUAqhrrKoCzhku5qzTXWPskEzOtAnoqcvRm1EZ3cipeG_KxYELmcBZ-8m9KPolW9QazBop2PdVUZLXgXop_-gz3c3ozoIDSjT2pC3OYiK65QVeR7meEgbP4MKS2KvmuC-VoX4CSE9EhpnvXfYPvbIqDh496EYcfCumL0baB-ezueR9GBW_g-7-e3n</recordid><startdate>20140528</startdate><enddate>20140528</enddate><creator>Chen, Xin</creator><creator>Long, Hai</creator><creator>Gao, Ping</creator><creator>Deng, Guangbing</creator><creator>Pan, Zhifen</creator><creator>Liang, Junjun</creator><creator>Tang, Yawei</creator><creator>Tashi, Nyima</creator><creator>Yu, Maoqun</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>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>AEUYN</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>20140528</creationdate><title>Transcriptome assembly and analysis of Tibetan Hulless Barley (Hordeum vulgare L. var. nudum) developing grains, with emphasis on quality properties</title><author>Chen, Xin ; Long, Hai ; Gao, Ping ; Deng, Guangbing ; Pan, Zhifen ; Liang, Junjun ; Tang, Yawei ; Tashi, Nyima ; Yu, Maoqun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c593t-72d90511bc3a02ceb4e028f7a0945aa9298d9b8b2e8021d8addee0b4a873ba753</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Analysis</topic><topic>Annotations</topic><topic>Barley</topic><topic>Base Sequence</topic><topic>Biology</topic><topic>Biology and Life Sciences</topic><topic>Biosynthesis</topic><topic>Breeding</topic><topic>Breeding methods</topic><topic>Breeding of animals</topic><topic>Food</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Ontology</topic><topic>Gene sequencing</topic><topic>Genes</topic><topic>Genetics</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Glucan</topic><topic>Grain</topic><topic>Grain cultivation</topic><topic>Hordeum - enzymology</topic><topic>Hordeum - genetics</topic><topic>Hordeum - growth & development</topic><topic>Hordeum - metabolism</topic><topic>Hordeum vulgare</topic><topic>Life sciences</topic><topic>Molecular biology</topic><topic>Molecular Sequence Annotation</topic><topic>Molecular Sequence Data</topic><topic>Morphology</topic><topic>Nutrition</topic><topic>Oryza</topic><topic>Physiology</topic><topic>Plant Proteins - genetics</topic><topic>Plant Proteins - metabolism</topic><topic>Polymorphism, Single Nucleotide - genetics</topic><topic>Proteins</topic><topic>Quality</topic><topic>Quality control</topic><topic>Quality management</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Seed Storage Proteins - genetics</topic><topic>Sequence Analysis, RNA</topic><topic>Species Specificity</topic><topic>Starch</topic><topic>Starch - biosynthesis</topic><topic>Storage</topic><topic>Storage proteins</topic><topic>Studies</topic><topic>Transcriptome - genetics</topic><topic>Wheat</topic><topic>β-Glucan</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Xin</creatorcontrib><creatorcontrib>Long, Hai</creatorcontrib><creatorcontrib>Gao, Ping</creatorcontrib><creatorcontrib>Deng, Guangbing</creatorcontrib><creatorcontrib>Pan, Zhifen</creatorcontrib><creatorcontrib>Liang, Junjun</creatorcontrib><creatorcontrib>Tang, Yawei</creatorcontrib><creatorcontrib>Tashi, Nyima</creatorcontrib><creatorcontrib>Yu, Maoqun</creatorcontrib><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>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</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 Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</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 (ProQuest)</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 Korea</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>Chen, Xin</au><au>Long, Hai</au><au>Gao, Ping</au><au>Deng, Guangbing</au><au>Pan, Zhifen</au><au>Liang, Junjun</au><au>Tang, Yawei</au><au>Tashi, Nyima</au><au>Yu, Maoqun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome assembly and analysis of Tibetan Hulless Barley (Hordeum vulgare L. var. nudum) developing grains, with emphasis on quality properties</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2014-05-28</date><risdate>2014</risdate><volume>9</volume><issue>5</issue><spage>e98144</spage><epage>e98144</epage><pages>e98144-e98144</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Hulless barley is attracting increasing attention due to its unique nutritional value and potential health benefits. However, the molecular biology of the barley grain development and nutrient storage are not well understood. Furthermore, the genetic potential of hulless barley has not been fully tapped for breeding.
In the present study, we investigated the transcriptome features during hulless barley grain development. Using Illumina paired-end RNA-Sequencing, we generated two data sets of the developing grain transcriptomes from two hulless barley landraces. A total of 13.1 and 12.9 million paired-end reads with lengths of 90 bp were generated from the two varieties and were assembled to 48,863 and 45,788 unigenes, respectively. A combined dataset of 46,485 All-Unigenes were generated from two transcriptomes with an average length of 542 bp, and 36,278 among were annotated with gene descriptions, conserved protein domains or gene ontology terms. Furthermore, sequences and expression levels of genes related to the biosynthesis of storage reserve compounds (starch, protein, and β-glucan) were analyzed, and their temporal and spatial patterns were deduced from the transcriptome data of cultivated barley Morex.
We established a sequences and functional annotation integrated database and examined the expression profiles of the developing grains of Tibetan hulless barley. The characterization of genes encoding storage proteins and enzymes of starch synthesis and (1-3;1-4)-β-D-glucan synthesis provided an overview of changes in gene expression associated with grain nutrition and health properties. Furthermore, the characterization of these genes provides a gene reservoir, which helps in quality improvement of hulless barley.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>24871534</pmid><doi>10.1371/journal.pone.0098144</doi><oa>free_for_read</oa></addata></record> |
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source | Public Library of Science (PLoS) Journals Open Access; MEDLINE; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Analysis Annotations Barley Base Sequence Biology Biology and Life Sciences Biosynthesis Breeding Breeding methods Breeding of animals Food Gene expression Gene Expression Profiling Gene Ontology Gene sequencing Genes Genetics Genomes Genomics Glucan Grain Grain cultivation Hordeum - enzymology Hordeum - genetics Hordeum - growth & development Hordeum - metabolism Hordeum vulgare Life sciences Molecular biology Molecular Sequence Annotation Molecular Sequence Data Morphology Nutrition Oryza Physiology Plant Proteins - genetics Plant Proteins - metabolism Polymorphism, Single Nucleotide - genetics Proteins Quality Quality control Quality management Ribonucleic acid RNA Seed Storage Proteins - genetics Sequence Analysis, RNA Species Specificity Starch Starch - biosynthesis Storage Storage proteins Studies Transcriptome - genetics Wheat β-Glucan |
title | Transcriptome assembly and analysis of Tibetan Hulless Barley (Hordeum vulgare L. var. nudum) developing grains, with emphasis on quality properties |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-07T23%3A26%3A47IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Transcriptome%20assembly%20and%20analysis%20of%20Tibetan%20Hulless%20Barley%20(Hordeum%20vulgare%20L.%20var.%20nudum)%20developing%20grains,%20with%20emphasis%20on%20quality%20properties&rft.jtitle=PloS%20one&rft.au=Chen,%20Xin&rft.date=2014-05-28&rft.volume=9&rft.issue=5&rft.spage=e98144&rft.epage=e98144&rft.pages=e98144-e98144&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0098144&rft_dat=%3Cgale_plos_%3EA417669451%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1530075293&rft_id=info:pmid/24871534&rft_galeid=A417669451&rft_doaj_id=oai_doaj_org_article_db61773c206040b18ca200a2ce87b7a5&rfr_iscdi=true |