Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico

Detalhes bibliográficos
Ano de defesa: 2016
Autor(a) principal: Pereira, Wendell Jacinto lattes
Orientador(a): Vianello, Rosana Pereira lattes
Banca de defesa: Lanna, Anna Cristina, Brondani, Claudio, Vianello, Rosana Pereira
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Ciências Biológicas (ICB)
Departamento: Instituto de Ciências Biológicas - ICB (RG)
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.bc.ufg.br/tede/handle/tede/9948
Resumo: The common bean (Phaseolus vulgaris L.) is an important foodstuff strongly associated with an issue if global food security. Among the factors that affect their agricultural production, abiotic stress episodes listed as high risk and impact, can restrict the area under cultivation and crop yields. The characterization of high-throughput differential gene expression involved in plant response to abiotic stresses enables profile the genes, and the metabolic pathways, involved in the mechanisms of tolerance to abiotic stresses. In this study, the expression of genes related to response to drought stress in leaf and root tissue of two contrasting common bean genotypes for stress tolerance was evaluated by RNA-Seq. A new Phaseolus vulgaris transcriptome was built featuring 1,668 new loci and 23,169 new isoforms. In all, 54,807 transcripts were identified, found being distributed in 28,640 genes. Through the edgeR package (Bioconductor), they determined by differential expression analysis of leaf and root 1,242 differentially expressed genes. Of these, 458 genes had different expression in tolerant genotype (191 up-regulates and 267 down-regulated) when compared to the sensitive genotype. Functional annotation revealed in tolerant genotype predominance of genes in the categories enriched oxidoreductase activity, oxidation-reduction process, regulation of gene expression, regulation of macromolecule metabolic process and dioxygenase activity. By qPCR, of the 15 DEGs identified via RNA-Seq and selected for characterization, 74.42% were validated for differential expression. Additionally, a total of 151,283 variants were identified, of which 135,167 are SNPs and 16,115 are indels. Through functional annotation, performed in SnpEff v.4.2, were identified 330,378 effects caused by variants. The data used in this study were deposited in the Sequence Read Archive (NCBI) and will be available. The results of this study contribute to the expansion of knowledge about the gene mechanisms, as well as their functional variants, related to abiotic stresses tolerance in beans.
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spelling Vianello, Rosana Pereirahttp://lattes.cnpq.br/4523999698824309Lanna, Anna CristinaBrondani, ClaudioVianello, Rosana Pereirahttp://lattes.cnpq.br/2513930834491244Pereira, Wendell Jacinto2019-08-21T10:26:04Z2016-03-08PEREIRA, Wendell Jacinto. Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico. 2016. 81 f. Dissertação (Mestrado em Ciências Biológicas) - Universidade Federal de Goiás, Goiânia, 2016.http://repositorio.bc.ufg.br/tede/handle/tede/9948The common bean (Phaseolus vulgaris L.) is an important foodstuff strongly associated with an issue if global food security. Among the factors that affect their agricultural production, abiotic stress episodes listed as high risk and impact, can restrict the area under cultivation and crop yields. The characterization of high-throughput differential gene expression involved in plant response to abiotic stresses enables profile the genes, and the metabolic pathways, involved in the mechanisms of tolerance to abiotic stresses. In this study, the expression of genes related to response to drought stress in leaf and root tissue of two contrasting common bean genotypes for stress tolerance was evaluated by RNA-Seq. A new Phaseolus vulgaris transcriptome was built featuring 1,668 new loci and 23,169 new isoforms. In all, 54,807 transcripts were identified, found being distributed in 28,640 genes. Through the edgeR package (Bioconductor), they determined by differential expression analysis of leaf and root 1,242 differentially expressed genes. Of these, 458 genes had different expression in tolerant genotype (191 up-regulates and 267 down-regulated) when compared to the sensitive genotype. Functional annotation revealed in tolerant genotype predominance of genes in the categories enriched oxidoreductase activity, oxidation-reduction process, regulation of gene expression, regulation of macromolecule metabolic process and dioxygenase activity. By qPCR, of the 15 DEGs identified via RNA-Seq and selected for characterization, 74.42% were validated for differential expression. Additionally, a total of 151,283 variants were identified, of which 135,167 are SNPs and 16,115 are indels. Through functional annotation, performed in SnpEff v.4.2, were identified 330,378 effects caused by variants. The data used in this study were deposited in the Sequence Read Archive (NCBI) and will be available. The results of this study contribute to the expansion of knowledge about the gene mechanisms, as well as their functional variants, related to abiotic stresses tolerance in beans.O feijoeiro comum (Phaseolus vulgaris L.) é um gênero alimentício de primeira necessidade fortemente associado à segurança alimentar mundial. Dos fatores que afetam a sua produção, episódios de estresses abióticos, como a seca, figuram como de grande risco e impacto, podendo restringir as áreas de cultivo e o rendimento das lavouras. A caracterização em larga escala da expressão diferencial de genes envolvidos na resposta da planta aos estresses abióticos possibilita traçar o perfil dos genes, bem como das rotas metabólicas, envolvidos nos mecanismos de tolerância aos estresses abióticos. Nesse estudo, a expressão de genes relacionados à resposta aos estresses abióticos em tecido foliar e radicular de dois genótipos de feijoeiro comum contrastantes quanto à tolerância ao estresse de seca foi avaliada pela análise de RNA-Seq. Um novo transcritoma de feijoeiro comum foi construído apresentando 1668 novos loci e 23 169 novas isoformas. Ao todo foram identificados 54 807 transcritos distribuídos em 28 640 genes. A análise de expressão diferencial em tecido foliar e radicular foi realizada através do pacote edgeR, Bioconductor, possibilitando identificar 1242 genes diferencialmente expressos (GDE). Destes, 458 genes tiveram expressão diferenciada no genótipo tolerante (191 induzidos e 267 reprimidos) quando comparado ao genótipo sensível. A anotação funcional revelou no genótipo tolerante um predomínio de genes nas categorias enriquecidas oxidoreductase activity, oxidation-reduction process, regulation of gene expression, regulation of macromolecule metabolic process e dioxygenase activity. Por meio da técnica de qPCR, dos 15 GDEs selecionados para caracterização, 74,42% foram validados quanto à expressão diferencial. Adicionalmente, um total de 151 283 variantes foram identificadas, sendo 135 167 SNPs e 16 115 Indels. A anotação e predição de efeitos das variantes foi realizada com SnpEff v.4.2, onde foram identificados 330 378 efeitos putativos para as variantes encontradas. Os dados utilizados nesse estudo serão disponibilizados no Sequence Read Archive (NCBI). Os resultados deste estudo contribuem para a ampliação do conhecimento sobre os mecanismos gênicos, bem como das variantes funcionais, relacionados com a tolerância à estresses abióticos em feijoeiro comum.Outroapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Ciências Biológicas (ICB)UFGBrasilInstituto de Ciências Biológicas - ICB (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessEstresse abióticoTranscritomaGenômica funcionalRNA-SeqSNPsAbiotic stressTranscriptomeFunctional genomicsCIENCIAS BIOLOGICAS::BIOQUIMICAAnálise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abióticoTranscriptome analysis and gene expression of common bean (Phaseolus vulgaris L.) under abiotic stressinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-3362730732320261554600600600600-38727721178273734048934779903292661142442915598251853972reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGORIGINALDissertação - Wendell Jacinto Pereira - 2016.pdfDissertação - Wendell Jacinto Pereira - 2016.pdfapplication/pdf4635252http://repositorio.bc.ufg.br/tede/bitstreams/bceb5574-cd2a-4b75-a4c1-ac2ea879c602/download0d54265ef07d542384b6eb5a558dd96eMD55LICENSElicense.txtlicense.txttext/plain; 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dc.title.eng.fl_str_mv Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
dc.title.alternative.eng.fl_str_mv Transcriptome analysis and gene expression of common bean (Phaseolus vulgaris L.) under abiotic stress
title Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
spellingShingle Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
Pereira, Wendell Jacinto
Estresse abiótico
Transcritoma
Genômica funcional
RNA-Seq
SNPs
Abiotic stress
Transcriptome
Functional genomics
CIENCIAS BIOLOGICAS::BIOQUIMICA
title_short Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
title_full Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
title_fullStr Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
title_full_unstemmed Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
title_sort Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico
author Pereira, Wendell Jacinto
author_facet Pereira, Wendell Jacinto
author_role author
dc.contributor.advisor1.fl_str_mv Vianello, Rosana Pereira
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4523999698824309
dc.contributor.referee1.fl_str_mv Lanna, Anna Cristina
dc.contributor.referee2.fl_str_mv Brondani, Claudio
dc.contributor.referee3.fl_str_mv Vianello, Rosana Pereira
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2513930834491244
dc.contributor.author.fl_str_mv Pereira, Wendell Jacinto
contributor_str_mv Vianello, Rosana Pereira
Lanna, Anna Cristina
Brondani, Claudio
Vianello, Rosana Pereira
dc.subject.por.fl_str_mv Estresse abiótico
Transcritoma
Genômica funcional
RNA-Seq
SNPs
Abiotic stress
Transcriptome
Functional genomics
topic Estresse abiótico
Transcritoma
Genômica funcional
RNA-Seq
SNPs
Abiotic stress
Transcriptome
Functional genomics
CIENCIAS BIOLOGICAS::BIOQUIMICA
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::BIOQUIMICA
description The common bean (Phaseolus vulgaris L.) is an important foodstuff strongly associated with an issue if global food security. Among the factors that affect their agricultural production, abiotic stress episodes listed as high risk and impact, can restrict the area under cultivation and crop yields. The characterization of high-throughput differential gene expression involved in plant response to abiotic stresses enables profile the genes, and the metabolic pathways, involved in the mechanisms of tolerance to abiotic stresses. In this study, the expression of genes related to response to drought stress in leaf and root tissue of two contrasting common bean genotypes for stress tolerance was evaluated by RNA-Seq. A new Phaseolus vulgaris transcriptome was built featuring 1,668 new loci and 23,169 new isoforms. In all, 54,807 transcripts were identified, found being distributed in 28,640 genes. Through the edgeR package (Bioconductor), they determined by differential expression analysis of leaf and root 1,242 differentially expressed genes. Of these, 458 genes had different expression in tolerant genotype (191 up-regulates and 267 down-regulated) when compared to the sensitive genotype. Functional annotation revealed in tolerant genotype predominance of genes in the categories enriched oxidoreductase activity, oxidation-reduction process, regulation of gene expression, regulation of macromolecule metabolic process and dioxygenase activity. By qPCR, of the 15 DEGs identified via RNA-Seq and selected for characterization, 74.42% were validated for differential expression. Additionally, a total of 151,283 variants were identified, of which 135,167 are SNPs and 16,115 are indels. Through functional annotation, performed in SnpEff v.4.2, were identified 330,378 effects caused by variants. The data used in this study were deposited in the Sequence Read Archive (NCBI) and will be available. The results of this study contribute to the expansion of knowledge about the gene mechanisms, as well as their functional variants, related to abiotic stresses tolerance in beans.
publishDate 2016
dc.date.issued.fl_str_mv 2016-03-08
dc.date.accessioned.fl_str_mv 2019-08-21T10:26:04Z
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dc.identifier.citation.fl_str_mv PEREIRA, Wendell Jacinto. Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico. 2016. 81 f. Dissertação (Mestrado em Ciências Biológicas) - Universidade Federal de Goiás, Goiânia, 2016.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/9948
identifier_str_mv PEREIRA, Wendell Jacinto. Análise de transcritoma e expressão gênica de feijoeiro comum (Phaseolus vulgaris L.) submetido ao estresse abiótico. 2016. 81 f. Dissertação (Mestrado em Ciências Biológicas) - Universidade Federal de Goiás, Goiânia, 2016.
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