Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane

Detalhes bibliográficos
Autor(a) principal: Ferreira, Savio Siqueira
Data de Publicação: 2016
Outros Autores: Hotta, Carlos Takeshi, Poelking, Viviane Guzzo de Carli, Leite, Debora Chaves Coelho, Buckeridge, Marcos Silveira, Loureiro, Marcelo Ehlers, Barbosa, Marcio Henrique Pereira, Carneiro, Monalisa Sampaio, Souza, Glaucia Mendes
Tipo de documento: Artigo
Idioma: eng
Título da fonte: LOCUS Repositório Institucional da UFV
Texto Completo: http://dx.doi.org/10.1007/s11103-016-0434-2
http://www.locus.ufv.br/handle/123456789/12476
Resumo: Sugarcane is a hybrid of Saccharum officinarum and Saccharum spontaneum, with minor contributions from other species in Saccharum and other genera. Understanding the molecular basis of cell wall metabolism in sugarcane may allow for rational changes in fiber quality and content when designing new energy crops. This work describes a comparative expression profiling of sugarcane ancestral genotypes: S. officinarum, S. spontaneum and S. robustum and a commercial hybrid: RB867515, linking gene expression to phenotypes to identify genes for sugarcane improvement. Oligoarray experiments of leaves, immature and intermediate internodes, detected 12,621 sense and 995 antisense transcripts. Amino acid metabolism was particularly evident among pathways showing natural antisense transcripts expression. For all tissues sampled, expression analysis revealed 831, 674 and 648 differentially expressed genes in S. officinarum, S. robustum and S. spontaneum, respectively, using RB867515 as reference. Expression of sugar transporters might explain sucrose differences among genotypes, but an unexpected differential expression of histones were also identified between high and low Brix° genotypes. Lignin biosynthetic genes and bioenergetics-related genes were up-regulated in the high lignin genotype, suggesting that these genes are important for S. spontaneum to allocate carbon to lignin, while S. officinarum allocates it to sucrose storage. Co-expression network analysis identified 18 transcription factors possibly related to cell wall biosynthesis while in silico analysis detected cis-elements involved in cell wall biosynthesis in their promoters. Our results provide information to elucidate regulatory networks underlying traits of interest that will allow the improvement of sugarcane for biofuel and chemicals production.
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spelling Ferreira, Savio SiqueiraHotta, Carlos TakeshiPoelking, Viviane Guzzo de CarliLeite, Debora Chaves CoelhoBuckeridge, Marcos SilveiraLoureiro, Marcelo EhlersBarbosa, Marcio Henrique PereiraCarneiro, Monalisa SampaioSouza, Glaucia Mendes2017-10-30T09:35:57Z2017-10-30T09:35:57Z2016-01-281573-5028http://dx.doi.org/10.1007/s11103-016-0434-2http://www.locus.ufv.br/handle/123456789/12476Sugarcane is a hybrid of Saccharum officinarum and Saccharum spontaneum, with minor contributions from other species in Saccharum and other genera. Understanding the molecular basis of cell wall metabolism in sugarcane may allow for rational changes in fiber quality and content when designing new energy crops. This work describes a comparative expression profiling of sugarcane ancestral genotypes: S. officinarum, S. spontaneum and S. robustum and a commercial hybrid: RB867515, linking gene expression to phenotypes to identify genes for sugarcane improvement. Oligoarray experiments of leaves, immature and intermediate internodes, detected 12,621 sense and 995 antisense transcripts. Amino acid metabolism was particularly evident among pathways showing natural antisense transcripts expression. For all tissues sampled, expression analysis revealed 831, 674 and 648 differentially expressed genes in S. officinarum, S. robustum and S. spontaneum, respectively, using RB867515 as reference. Expression of sugar transporters might explain sucrose differences among genotypes, but an unexpected differential expression of histones were also identified between high and low Brix° genotypes. Lignin biosynthetic genes and bioenergetics-related genes were up-regulated in the high lignin genotype, suggesting that these genes are important for S. spontaneum to allocate carbon to lignin, while S. officinarum allocates it to sucrose storage. Co-expression network analysis identified 18 transcription factors possibly related to cell wall biosynthesis while in silico analysis detected cis-elements involved in cell wall biosynthesis in their promoters. Our results provide information to elucidate regulatory networks underlying traits of interest that will allow the improvement of sugarcane for biofuel and chemicals production.engPlant Molecular BiologyVolume 91, Issue 1–2, p.15–35, May. 2016SugarcaneExpression profilingCell wallLigninCo-expression networkTranscription factorsCo-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcaneinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfinfo:eu-repo/semantics/openAccessreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFVORIGINALs11103-016-0434-2.pdfs11103-016-0434-2.pdftexto completoapplication/pdf5292477https://locus.ufv.br//bitstream/123456789/12476/1/s11103-016-0434-2.pdf120d87cacacdf804b966a12a18d4abbcMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://locus.ufv.br//bitstream/123456789/12476/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52THUMBNAILs11103-016-0434-2.pdf.jpgs11103-016-0434-2.pdf.jpgIM Thumbnailimage/jpeg5177https://locus.ufv.br//bitstream/123456789/12476/3/s11103-016-0434-2.pdf.jpg4de419c36cf20876cb5612da21112377MD53123456789/124762017-10-30 22:00:32.421oai:locus.ufv.br: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Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452017-10-31T01:00:32LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false
dc.title.en.fl_str_mv Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
title Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
spellingShingle Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
Ferreira, Savio Siqueira
Sugarcane
Expression profiling
Cell wall
Lignin
Co-expression network
Transcription factors
title_short Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
title_full Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
title_fullStr Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
title_full_unstemmed Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
title_sort Co-expression network analysis reveals transcription factors associated to cell wall biosynthesis in sugarcane
author Ferreira, Savio Siqueira
author_facet Ferreira, Savio Siqueira
Hotta, Carlos Takeshi
Poelking, Viviane Guzzo de Carli
Leite, Debora Chaves Coelho
Buckeridge, Marcos Silveira
Loureiro, Marcelo Ehlers
Barbosa, Marcio Henrique Pereira
Carneiro, Monalisa Sampaio
Souza, Glaucia Mendes
author_role author
author2 Hotta, Carlos Takeshi
Poelking, Viviane Guzzo de Carli
Leite, Debora Chaves Coelho
Buckeridge, Marcos Silveira
Loureiro, Marcelo Ehlers
Barbosa, Marcio Henrique Pereira
Carneiro, Monalisa Sampaio
Souza, Glaucia Mendes
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Ferreira, Savio Siqueira
Hotta, Carlos Takeshi
Poelking, Viviane Guzzo de Carli
Leite, Debora Chaves Coelho
Buckeridge, Marcos Silveira
Loureiro, Marcelo Ehlers
Barbosa, Marcio Henrique Pereira
Carneiro, Monalisa Sampaio
Souza, Glaucia Mendes
dc.subject.pt-BR.fl_str_mv Sugarcane
Expression profiling
Cell wall
Lignin
Co-expression network
Transcription factors
topic Sugarcane
Expression profiling
Cell wall
Lignin
Co-expression network
Transcription factors
description Sugarcane is a hybrid of Saccharum officinarum and Saccharum spontaneum, with minor contributions from other species in Saccharum and other genera. Understanding the molecular basis of cell wall metabolism in sugarcane may allow for rational changes in fiber quality and content when designing new energy crops. This work describes a comparative expression profiling of sugarcane ancestral genotypes: S. officinarum, S. spontaneum and S. robustum and a commercial hybrid: RB867515, linking gene expression to phenotypes to identify genes for sugarcane improvement. Oligoarray experiments of leaves, immature and intermediate internodes, detected 12,621 sense and 995 antisense transcripts. Amino acid metabolism was particularly evident among pathways showing natural antisense transcripts expression. For all tissues sampled, expression analysis revealed 831, 674 and 648 differentially expressed genes in S. officinarum, S. robustum and S. spontaneum, respectively, using RB867515 as reference. Expression of sugar transporters might explain sucrose differences among genotypes, but an unexpected differential expression of histones were also identified between high and low Brix° genotypes. Lignin biosynthetic genes and bioenergetics-related genes were up-regulated in the high lignin genotype, suggesting that these genes are important for S. spontaneum to allocate carbon to lignin, while S. officinarum allocates it to sucrose storage. Co-expression network analysis identified 18 transcription factors possibly related to cell wall biosynthesis while in silico analysis detected cis-elements involved in cell wall biosynthesis in their promoters. Our results provide information to elucidate regulatory networks underlying traits of interest that will allow the improvement of sugarcane for biofuel and chemicals production.
publishDate 2016
dc.date.issued.fl_str_mv 2016-01-28
dc.date.accessioned.fl_str_mv 2017-10-30T09:35:57Z
dc.date.available.fl_str_mv 2017-10-30T09:35:57Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s11103-016-0434-2
http://www.locus.ufv.br/handle/123456789/12476
dc.identifier.issn.none.fl_str_mv 1573-5028
identifier_str_mv 1573-5028
url http://dx.doi.org/10.1007/s11103-016-0434-2
http://www.locus.ufv.br/handle/123456789/12476
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartofseries.pt-BR.fl_str_mv Volume 91, Issue 1–2, p.15–35, May. 2016
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publisher.none.fl_str_mv Plant Molecular Biology
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