Transcriptome dynamics during fibre development in contrasting genotypes of Gossypium hirsutum L
Understanding the contribution of genetic background in fibre quality traits is important for the development of future cotton varieties with superior fibre quality. We used Affymetrix microarray (Santa Clara, CA) and Roche 454 GSFLX (Branford, CT) for comparative transcriptome analysis between two...
Gespeichert in:
Veröffentlicht in: | Plant biotechnology journal 2014-02, Vol.12 (2), p.204-218 |
---|---|
Hauptverfasser: | , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 218 |
---|---|
container_issue | 2 |
container_start_page | 204 |
container_title | Plant biotechnology journal |
container_volume | 12 |
creator | Nigam, Deepti Kavita, Palacharla Tripathi, Rajiv K Ranjan, Alok Goel, Ridhi Asif, Mehar Shukla, Alpika Singh, Gunjita Rana, Debashis Sawant, Samir V |
description | Understanding the contribution of genetic background in fibre quality traits is important for the development of future cotton varieties with superior fibre quality. We used Affymetrix microarray (Santa Clara, CA) and Roche 454 GSFLX (Branford, CT) for comparative transcriptome analysis between two superior and three inferior genotypes at six fibre developmental stages. Microarray‐based analysis of variance (ANOVA) for 89 microarrays encompassing five contrasting genotypes and six developmental stages suggests that the stages of the fibre development have a more pronounced effect on the differentially expressed genes (DEGs) than the genetic background of genotypes. Superior genotypes showed enriched activity of cell wall enzymes, such as pectin methyl esterase, at early elongation stage, enriched metabolic activities such as lipid, amino acid and ribosomal protein subunits at peak elongation, and prolonged combinatorial regulation of brassinosteroid and auxin at later stages. Our efforts on transcriptome sequencing were focused on changes in gene expression at 25 DPA. Transcriptome sequencing resulted in the generation of 475 658 and 429 408 high‐quality reads from superior and inferior genotypes, respectively. A total of 24 609 novel transcripts were identified manually for Gossypium hirsutum with no hits in NCBI ‘nr’ database. Gene ontology analyses showed that the genes for ribosome biogenesis, protein transport and fatty acid biosynthesis were over‐represented in superior genotype, whereas salt stress, abscisic acid stimuli and water deprivation leading to the increased proteolytic activity were more pronounced in inferior genotype. |
doi_str_mv | 10.1111/pbi.12129 |
format | Article |
fullrecord | <record><control><sourceid>proquest_24P</sourceid><recordid>TN_cdi_proquest_miscellaneous_1505252182</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1500775633</sourcerecordid><originalsourceid>FETCH-LOGICAL-f3369-d63e0ca43e1a179b87f2c4a0be2b196cb0f273dbd1ef270673a4bd6ddbd198f23</originalsourceid><addsrcrecordid>eNqNkUtPxCAUhYnR-F74B7SJGzejXKAwXerEVzKJJuoaoaUjpoUKrab_XsZRF65kw8nhuzf3chA6AHwK6Zx12p4CAVKsoW1gXEwEz8n6r2ZsC-3E-IoxAZ7zTbRFGEBBcrGNnh-DcrEMtut9a7JqdKq1ZcyqIVi3yGqrQ3LNu2l81xrXZ9ZlpXd9ULFfAgvjfD92Jma-zq59jGNnhzZ7sSEOfRLzPbRRqyaa_e97Fz1dXT7Obibzu-vb2fl8UlPKi0nFqcGlYtSAAlHoqahJyRTWhmgoeKlxTQStdAUmCcwFVUxXvFo6xbQmdBedrPp2wb8NJvaytbE0TaOc8UOUkOOc5ASm_0KxEDmnNKHHf9BXPwSXFpE0DcFFwQuWqMNvatCtqWQXbKvCKH--OQFnK-DDNmb8fQcsl_nJlJ_8yk_eX9x-iVRxtKqolZdqEWyUTw8EA8MYA4U03CdvPZaw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3067679694</pqid></control><display><type>article</type><title>Transcriptome dynamics during fibre development in contrasting genotypes of Gossypium hirsutum L</title><source>Wiley Online Library (Open Access Collection)</source><creator>Nigam, Deepti ; Kavita, Palacharla ; Tripathi, Rajiv K ; Ranjan, Alok ; Goel, Ridhi ; Asif, Mehar ; Shukla, Alpika ; Singh, Gunjita ; Rana, Debashis ; Sawant, Samir V</creator><creatorcontrib>Nigam, Deepti ; Kavita, Palacharla ; Tripathi, Rajiv K ; Ranjan, Alok ; Goel, Ridhi ; Asif, Mehar ; Shukla, Alpika ; Singh, Gunjita ; Rana, Debashis ; Sawant, Samir V</creatorcontrib><description>Understanding the contribution of genetic background in fibre quality traits is important for the development of future cotton varieties with superior fibre quality. We used Affymetrix microarray (Santa Clara, CA) and Roche 454 GSFLX (Branford, CT) for comparative transcriptome analysis between two superior and three inferior genotypes at six fibre developmental stages. Microarray‐based analysis of variance (ANOVA) for 89 microarrays encompassing five contrasting genotypes and six developmental stages suggests that the stages of the fibre development have a more pronounced effect on the differentially expressed genes (DEGs) than the genetic background of genotypes. Superior genotypes showed enriched activity of cell wall enzymes, such as pectin methyl esterase, at early elongation stage, enriched metabolic activities such as lipid, amino acid and ribosomal protein subunits at peak elongation, and prolonged combinatorial regulation of brassinosteroid and auxin at later stages. Our efforts on transcriptome sequencing were focused on changes in gene expression at 25 DPA. Transcriptome sequencing resulted in the generation of 475 658 and 429 408 high‐quality reads from superior and inferior genotypes, respectively. A total of 24 609 novel transcripts were identified manually for Gossypium hirsutum with no hits in NCBI ‘nr’ database. Gene ontology analyses showed that the genes for ribosome biogenesis, protein transport and fatty acid biosynthesis were over‐represented in superior genotype, whereas salt stress, abscisic acid stimuli and water deprivation leading to the increased proteolytic activity were more pronounced in inferior genotype.</description><identifier>ISSN: 1467-7644</identifier><identifier>EISSN: 1467-7652</identifier><identifier>DOI: 10.1111/pbi.12129</identifier><identifier>PMID: 24119257</identifier><language>eng</language><publisher>England: John Wiley & Sons, Inc</publisher><subject>Abscisic acid ; Amino acids ; analysis of variance ; auxins ; Base Sequence ; Biosynthesis ; Cell Wall - metabolism ; Cell walls ; Cellulose ; Cluster Analysis ; Combinatorial analysis ; Cotton ; Cotton Fiber ; Developmental stages ; DNA microarrays ; Down-Regulation ; Elongation ; fatty acids ; fiber quality ; fibre ; Gene expression ; Gene Expression Profiling ; gene expression regulation ; Gene Expression Regulation, Developmental ; Gene Expression Regulation, Plant ; Gene Ontology ; Genes ; genetic background ; Genomes ; Genomics ; Genotype ; Genotypes ; Germplasm ; Gossypium - genetics ; Gossypium - growth & development ; Gossypium hirsutum ; GSE36228 ; Lipids ; Metabolism ; microarray ; microarray technology ; MicroRNAs ; Molecular Sequence Data ; Oligonucleotide Array Sequence Analysis ; Pectin ; pectinesterase ; Plant Proteins - genetics ; protein subunits ; Protein transport ; Proteins ; Proteolysis ; RNA, Messenger - genetics ; salt stress ; Sequence Analysis, RNA ; SRA050044 ; Transcriptome ; Transcriptomes ; transcriptomics ; Trends ; Up-Regulation ; Variance analysis ; Water deprivation</subject><ispartof>Plant biotechnology journal, 2014-02, Vol.12 (2), p.204-218</ispartof><rights>2013 Society for Experimental Biology, Association of Applied Biologists and John Wiley & Sons Ltd</rights><rights>2013 Society for Experimental Biology, Association of Applied Biologists and John Wiley & Sons Ltd.</rights><rights>2014. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fpbi.12129$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fpbi.12129$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,11562,27924,27925,45574,45575,46052,46476</link.rule.ids><linktorsrc>$$Uhttps://onlinelibrary.wiley.com/doi/abs/10.1111%2Fpbi.12129$$EView_record_in_Wiley-Blackwell$$FView_record_in_$$GWiley-Blackwell</linktorsrc><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24119257$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Nigam, Deepti</creatorcontrib><creatorcontrib>Kavita, Palacharla</creatorcontrib><creatorcontrib>Tripathi, Rajiv K</creatorcontrib><creatorcontrib>Ranjan, Alok</creatorcontrib><creatorcontrib>Goel, Ridhi</creatorcontrib><creatorcontrib>Asif, Mehar</creatorcontrib><creatorcontrib>Shukla, Alpika</creatorcontrib><creatorcontrib>Singh, Gunjita</creatorcontrib><creatorcontrib>Rana, Debashis</creatorcontrib><creatorcontrib>Sawant, Samir V</creatorcontrib><title>Transcriptome dynamics during fibre development in contrasting genotypes of Gossypium hirsutum L</title><title>Plant biotechnology journal</title><addtitle>Plant Biotechnol J</addtitle><description>Understanding the contribution of genetic background in fibre quality traits is important for the development of future cotton varieties with superior fibre quality. We used Affymetrix microarray (Santa Clara, CA) and Roche 454 GSFLX (Branford, CT) for comparative transcriptome analysis between two superior and three inferior genotypes at six fibre developmental stages. Microarray‐based analysis of variance (ANOVA) for 89 microarrays encompassing five contrasting genotypes and six developmental stages suggests that the stages of the fibre development have a more pronounced effect on the differentially expressed genes (DEGs) than the genetic background of genotypes. Superior genotypes showed enriched activity of cell wall enzymes, such as pectin methyl esterase, at early elongation stage, enriched metabolic activities such as lipid, amino acid and ribosomal protein subunits at peak elongation, and prolonged combinatorial regulation of brassinosteroid and auxin at later stages. Our efforts on transcriptome sequencing were focused on changes in gene expression at 25 DPA. Transcriptome sequencing resulted in the generation of 475 658 and 429 408 high‐quality reads from superior and inferior genotypes, respectively. A total of 24 609 novel transcripts were identified manually for Gossypium hirsutum with no hits in NCBI ‘nr’ database. Gene ontology analyses showed that the genes for ribosome biogenesis, protein transport and fatty acid biosynthesis were over‐represented in superior genotype, whereas salt stress, abscisic acid stimuli and water deprivation leading to the increased proteolytic activity were more pronounced in inferior genotype.</description><subject>Abscisic acid</subject><subject>Amino acids</subject><subject>analysis of variance</subject><subject>auxins</subject><subject>Base Sequence</subject><subject>Biosynthesis</subject><subject>Cell Wall - metabolism</subject><subject>Cell walls</subject><subject>Cellulose</subject><subject>Cluster Analysis</subject><subject>Combinatorial analysis</subject><subject>Cotton</subject><subject>Cotton Fiber</subject><subject>Developmental stages</subject><subject>DNA microarrays</subject><subject>Down-Regulation</subject><subject>Elongation</subject><subject>fatty acids</subject><subject>fiber quality</subject><subject>fibre</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>gene expression regulation</subject><subject>Gene Expression Regulation, Developmental</subject><subject>Gene Expression Regulation, Plant</subject><subject>Gene Ontology</subject><subject>Genes</subject><subject>genetic background</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genotype</subject><subject>Genotypes</subject><subject>Germplasm</subject><subject>Gossypium - genetics</subject><subject>Gossypium - growth & development</subject><subject>Gossypium hirsutum</subject><subject>GSE36228</subject><subject>Lipids</subject><subject>Metabolism</subject><subject>microarray</subject><subject>microarray technology</subject><subject>MicroRNAs</subject><subject>Molecular Sequence Data</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Pectin</subject><subject>pectinesterase</subject><subject>Plant Proteins - genetics</subject><subject>protein subunits</subject><subject>Protein transport</subject><subject>Proteins</subject><subject>Proteolysis</subject><subject>RNA, Messenger - genetics</subject><subject>salt stress</subject><subject>Sequence Analysis, RNA</subject><subject>SRA050044</subject><subject>Transcriptome</subject><subject>Transcriptomes</subject><subject>transcriptomics</subject><subject>Trends</subject><subject>Up-Regulation</subject><subject>Variance analysis</subject><subject>Water deprivation</subject><issn>1467-7644</issn><issn>1467-7652</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkUtPxCAUhYnR-F74B7SJGzejXKAwXerEVzKJJuoaoaUjpoUKrab_XsZRF65kw8nhuzf3chA6AHwK6Zx12p4CAVKsoW1gXEwEz8n6r2ZsC-3E-IoxAZ7zTbRFGEBBcrGNnh-DcrEMtut9a7JqdKq1ZcyqIVi3yGqrQ3LNu2l81xrXZ9ZlpXd9ULFfAgvjfD92Jma-zq59jGNnhzZ7sSEOfRLzPbRRqyaa_e97Fz1dXT7Obibzu-vb2fl8UlPKi0nFqcGlYtSAAlHoqahJyRTWhmgoeKlxTQStdAUmCcwFVUxXvFo6xbQmdBedrPp2wb8NJvaytbE0TaOc8UOUkOOc5ASm_0KxEDmnNKHHf9BXPwSXFpE0DcFFwQuWqMNvatCtqWQXbKvCKH--OQFnK-DDNmb8fQcsl_nJlJ_8yk_eX9x-iVRxtKqolZdqEWyUTw8EA8MYA4U03CdvPZaw</recordid><startdate>201402</startdate><enddate>201402</enddate><creator>Nigam, Deepti</creator><creator>Kavita, Palacharla</creator><creator>Tripathi, Rajiv K</creator><creator>Ranjan, Alok</creator><creator>Goel, Ridhi</creator><creator>Asif, Mehar</creator><creator>Shukla, Alpika</creator><creator>Singh, Gunjita</creator><creator>Rana, Debashis</creator><creator>Sawant, Samir V</creator><general>John Wiley & Sons, Inc</general><scope>FBQ</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7QO</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>201402</creationdate><title>Transcriptome dynamics during fibre development in contrasting genotypes of Gossypium hirsutum L</title><author>Nigam, Deepti ; Kavita, Palacharla ; Tripathi, Rajiv K ; Ranjan, Alok ; Goel, Ridhi ; Asif, Mehar ; Shukla, Alpika ; Singh, Gunjita ; Rana, Debashis ; Sawant, Samir V</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-f3369-d63e0ca43e1a179b87f2c4a0be2b196cb0f273dbd1ef270673a4bd6ddbd198f23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Abscisic acid</topic><topic>Amino acids</topic><topic>analysis of variance</topic><topic>auxins</topic><topic>Base Sequence</topic><topic>Biosynthesis</topic><topic>Cell Wall - metabolism</topic><topic>Cell walls</topic><topic>Cellulose</topic><topic>Cluster Analysis</topic><topic>Combinatorial analysis</topic><topic>Cotton</topic><topic>Cotton Fiber</topic><topic>Developmental stages</topic><topic>DNA microarrays</topic><topic>Down-Regulation</topic><topic>Elongation</topic><topic>fatty acids</topic><topic>fiber quality</topic><topic>fibre</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>gene expression regulation</topic><topic>Gene Expression Regulation, Developmental</topic><topic>Gene Expression Regulation, Plant</topic><topic>Gene Ontology</topic><topic>Genes</topic><topic>genetic background</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genotype</topic><topic>Genotypes</topic><topic>Germplasm</topic><topic>Gossypium - genetics</topic><topic>Gossypium - growth & development</topic><topic>Gossypium hirsutum</topic><topic>GSE36228</topic><topic>Lipids</topic><topic>Metabolism</topic><topic>microarray</topic><topic>microarray technology</topic><topic>MicroRNAs</topic><topic>Molecular Sequence Data</topic><topic>Oligonucleotide Array Sequence Analysis</topic><topic>Pectin</topic><topic>pectinesterase</topic><topic>Plant Proteins - genetics</topic><topic>protein subunits</topic><topic>Protein transport</topic><topic>Proteins</topic><topic>Proteolysis</topic><topic>RNA, Messenger - genetics</topic><topic>salt stress</topic><topic>Sequence Analysis, RNA</topic><topic>SRA050044</topic><topic>Transcriptome</topic><topic>Transcriptomes</topic><topic>transcriptomics</topic><topic>Trends</topic><topic>Up-Regulation</topic><topic>Variance analysis</topic><topic>Water deprivation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nigam, Deepti</creatorcontrib><creatorcontrib>Kavita, Palacharla</creatorcontrib><creatorcontrib>Tripathi, Rajiv K</creatorcontrib><creatorcontrib>Ranjan, Alok</creatorcontrib><creatorcontrib>Goel, Ridhi</creatorcontrib><creatorcontrib>Asif, Mehar</creatorcontrib><creatorcontrib>Shukla, Alpika</creatorcontrib><creatorcontrib>Singh, Gunjita</creatorcontrib><creatorcontrib>Rana, Debashis</creatorcontrib><creatorcontrib>Sawant, Samir V</creatorcontrib><collection>AGRIS</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</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><jtitle>Plant biotechnology journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Nigam, Deepti</au><au>Kavita, Palacharla</au><au>Tripathi, Rajiv K</au><au>Ranjan, Alok</au><au>Goel, Ridhi</au><au>Asif, Mehar</au><au>Shukla, Alpika</au><au>Singh, Gunjita</au><au>Rana, Debashis</au><au>Sawant, Samir V</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome dynamics during fibre development in contrasting genotypes of Gossypium hirsutum L</atitle><jtitle>Plant biotechnology journal</jtitle><addtitle>Plant Biotechnol J</addtitle><date>2014-02</date><risdate>2014</risdate><volume>12</volume><issue>2</issue><spage>204</spage><epage>218</epage><pages>204-218</pages><issn>1467-7644</issn><eissn>1467-7652</eissn><abstract>Understanding the contribution of genetic background in fibre quality traits is important for the development of future cotton varieties with superior fibre quality. We used Affymetrix microarray (Santa Clara, CA) and Roche 454 GSFLX (Branford, CT) for comparative transcriptome analysis between two superior and three inferior genotypes at six fibre developmental stages. Microarray‐based analysis of variance (ANOVA) for 89 microarrays encompassing five contrasting genotypes and six developmental stages suggests that the stages of the fibre development have a more pronounced effect on the differentially expressed genes (DEGs) than the genetic background of genotypes. Superior genotypes showed enriched activity of cell wall enzymes, such as pectin methyl esterase, at early elongation stage, enriched metabolic activities such as lipid, amino acid and ribosomal protein subunits at peak elongation, and prolonged combinatorial regulation of brassinosteroid and auxin at later stages. Our efforts on transcriptome sequencing were focused on changes in gene expression at 25 DPA. Transcriptome sequencing resulted in the generation of 475 658 and 429 408 high‐quality reads from superior and inferior genotypes, respectively. A total of 24 609 novel transcripts were identified manually for Gossypium hirsutum with no hits in NCBI ‘nr’ database. Gene ontology analyses showed that the genes for ribosome biogenesis, protein transport and fatty acid biosynthesis were over‐represented in superior genotype, whereas salt stress, abscisic acid stimuli and water deprivation leading to the increased proteolytic activity were more pronounced in inferior genotype.</abstract><cop>England</cop><pub>John Wiley & Sons, Inc</pub><pmid>24119257</pmid><doi>10.1111/pbi.12129</doi><tpages>15</tpages></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 1467-7644 |
ispartof | Plant biotechnology journal, 2014-02, Vol.12 (2), p.204-218 |
issn | 1467-7644 1467-7652 |
language | eng |
recordid | cdi_proquest_miscellaneous_1505252182 |
source | Wiley Online Library (Open Access Collection) |
subjects | Abscisic acid Amino acids analysis of variance auxins Base Sequence Biosynthesis Cell Wall - metabolism Cell walls Cellulose Cluster Analysis Combinatorial analysis Cotton Cotton Fiber Developmental stages DNA microarrays Down-Regulation Elongation fatty acids fiber quality fibre Gene expression Gene Expression Profiling gene expression regulation Gene Expression Regulation, Developmental Gene Expression Regulation, Plant Gene Ontology Genes genetic background Genomes Genomics Genotype Genotypes Germplasm Gossypium - genetics Gossypium - growth & development Gossypium hirsutum GSE36228 Lipids Metabolism microarray microarray technology MicroRNAs Molecular Sequence Data Oligonucleotide Array Sequence Analysis Pectin pectinesterase Plant Proteins - genetics protein subunits Protein transport Proteins Proteolysis RNA, Messenger - genetics salt stress Sequence Analysis, RNA SRA050044 Transcriptome Transcriptomes transcriptomics Trends Up-Regulation Variance analysis Water deprivation |
title | Transcriptome dynamics during fibre development in contrasting genotypes of Gossypium hirsutum L |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-28T01%3A19%3A54IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_24P&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Transcriptome%20dynamics%20during%20fibre%20development%20in%20contrasting%20genotypes%20of%20Gossypium%20hirsutum%20L&rft.jtitle=Plant%20biotechnology%20journal&rft.au=Nigam,%20Deepti&rft.date=2014-02&rft.volume=12&rft.issue=2&rft.spage=204&rft.epage=218&rft.pages=204-218&rft.issn=1467-7644&rft.eissn=1467-7652&rft_id=info:doi/10.1111/pbi.12129&rft_dat=%3Cproquest_24P%3E1500775633%3C/proquest_24P%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3067679694&rft_id=info:pmid/24119257&rfr_iscdi=true |