An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses

Detalhes bibliográficos
Autor(a) principal: Santos, Tiago Benedito dos
Data de Publicação: 2019
Outros Autores: Soares, Joao D. M., Lima, Joni E., Silva, Juliana C., Ivamoto, Suzana T. [UNESP], Baba, Viviane Y., Souza, Silvia G. H., Lorenzetti, Alan P. R., Paschoal, Alexandre R., Meda, Anderson R., Nishiyama Junior, Milton Y., Oliveira, Ursula C. de, Mokochinski, Joao B., Guyot, Romain, Junqueira-de-Azevedo, Inacio L. M., Figueira, Antonio V. O., Mazzafera, Paulo, Junior, Osvaldo R., Vieira, Luiz G. E., Pereira, Luiz F. P., Domingues, Douglas S. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s10142-018-0634-8
http://hdl.handle.net/11449/185258
Resumo: Coffea arabica L. is an important agricultural commodity, accounting for 60% of traded coffee worldwide. Nitrogen (N) is a macronutrient that is usually limiting to plant yield; however, molecular mechanisms of plant acclimation to N limitation remain largely unknown in tropical woody crops. In this study, we investigated the transcriptome of coffee roots under N starvation, analyzing poly-A+ libraries and small RNAs. We also evaluated the concentration of selected amino acids and N-source preferences in roots. Ammonium was preferentially taken up over nitrate, and asparagine and glutamate were the most abundant amino acids observed in coffee roots. We obtained 34,654 assembled contigs by mRNA sequencing, and validated the transcriptional profile of 12 genes by RT-qPCR. Illumina small RNA sequencing yielded 8,524,332 non-redundant reads, resulting in the identification of 86 microRNA families targeting 253 genes. The transcriptional pattern of eight miRNA families was also validated. To our knowledge, this is the first catalog of differentially regulated amino acids, N sources, mRNAs, and sRNAs in Arabica coffee roots.
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spelling An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responsesCoffeeNitrogen transportDifferential gene expressionRNA-seqmicroRNACoffea arabica L. is an important agricultural commodity, accounting for 60% of traded coffee worldwide. Nitrogen (N) is a macronutrient that is usually limiting to plant yield; however, molecular mechanisms of plant acclimation to N limitation remain largely unknown in tropical woody crops. In this study, we investigated the transcriptome of coffee roots under N starvation, analyzing poly-A+ libraries and small RNAs. We also evaluated the concentration of selected amino acids and N-source preferences in roots. Ammonium was preferentially taken up over nitrate, and asparagine and glutamate were the most abundant amino acids observed in coffee roots. We obtained 34,654 assembled contigs by mRNA sequencing, and validated the transcriptional profile of 12 genes by RT-qPCR. Illumina small RNA sequencing yielded 8,524,332 non-redundant reads, resulting in the identification of 86 microRNA families targeting 253 genes. The transcriptional pattern of eight miRNA families was also validated. To our knowledge, this is the first catalog of differentially regulated amino acids, N sources, mRNAs, and sRNAs in Arabica coffee roots.Brazilian Coffee Research ConsortiumFundacao AraucariaCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Inst Agron Parana, Lab Biotecnol Vegetal, BR-86047902 Londrina, BrazilUniv Oeste Paulista, Rodovia Raposo Tavares Km 572, BR-19067175 Presidente Prudente, BrazilUniv Sao Paulo, Ctr Energia Nucl Agr, BR-13400970 Piracicaba, BrazilUniv Fed Minas Gerais, Inst Ciencias Biol, Dept Bot, BR-31270901 Belo Horizonte, MG, BrazilUniv Tecnol Fed Parana, Programa Posgrad Bioinformat, BR-86300000 Cornelio Procopio, BrazilUniv Estadual Paulista, Inst Biociencias Rio Claro, Dept Bot, BR-13506900 Rio Claro, BrazilUniv Paranaense, Lab Biol Mol, BR-87502210 Umuarama, BrazilUniv Estadual Londrina, Programa Posgrad Genet & Biol Mol, BR-86057970 Londrina, BrazilInst Butantan, Lab Especial Toxinol Aplicada, BR-05503900 Sao Paulo, BrazilUniv Estadual Campinas, Inst Biol, Dept Biol Vegetal, BR-13083970 Campinas, SP, BrazilCOFFEEADAPT, UMR IPME, IRD, BP 64501, F-34394 Montpellier 5, FranceUniv Estadual Campinas, Life Sci Core Facil LaCTAD, BR-13083886 Campinas, SP, BrazilEmbrapa Cafe, BR-70770901 Brasilia, DF, BrazilUniv Estadual Paulista, Inst Biociencias Rio Claro, Dept Bot, BR-13506900 Rio Claro, BrazilCAPES: PVE 084/2013SpringerInst Agron ParanaUniv Oeste PaulistaUniversidade de São Paulo (USP)Universidade Federal de Minas Gerais (UFMG)Univ Tecnol Fed ParanaUniversidade Estadual Paulista (Unesp)Univ ParanaenseUniversidade Estadual de Londrina (UEL)Inst ButantanUniversidade Estadual de Campinas (UNICAMP)COFFEEADAPTEmpresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Santos, Tiago Benedito dosSoares, Joao D. M.Lima, Joni E.Silva, Juliana C.Ivamoto, Suzana T. [UNESP]Baba, Viviane Y.Souza, Silvia G. H.Lorenzetti, Alan P. R.Paschoal, Alexandre R.Meda, Anderson R.Nishiyama Junior, Milton Y.Oliveira, Ursula C. deMokochinski, Joao B.Guyot, RomainJunqueira-de-Azevedo, Inacio L. M.Figueira, Antonio V. O.Mazzafera, PauloJunior, Osvaldo R.Vieira, Luiz G. E.Pereira, Luiz F. P.Domingues, Douglas S. [UNESP]2019-10-04T12:33:56Z2019-10-04T12:33:56Z2019-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article151-169http://dx.doi.org/10.1007/s10142-018-0634-8Functional & Integrative Genomics. Heidelberg: Springer Heidelberg, v. 19, n. 1, p. 151-169, 2019.1438-793Xhttp://hdl.handle.net/11449/18525810.1007/s10142-018-0634-8WOS:000454564300011Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFunctional & Integrative Genomicsinfo:eu-repo/semantics/openAccess2021-10-22T21:10:00Zoai:repositorio.unesp.br:11449/185258Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T18:44:45.809016Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
title An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
spellingShingle An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
Santos, Tiago Benedito dos
Coffee
Nitrogen transport
Differential gene expression
RNA-seq
microRNA
title_short An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
title_full An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
title_fullStr An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
title_full_unstemmed An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
title_sort An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
author Santos, Tiago Benedito dos
author_facet Santos, Tiago Benedito dos
Soares, Joao D. M.
Lima, Joni E.
Silva, Juliana C.
Ivamoto, Suzana T. [UNESP]
Baba, Viviane Y.
Souza, Silvia G. H.
Lorenzetti, Alan P. R.
Paschoal, Alexandre R.
Meda, Anderson R.
Nishiyama Junior, Milton Y.
Oliveira, Ursula C. de
Mokochinski, Joao B.
Guyot, Romain
Junqueira-de-Azevedo, Inacio L. M.
Figueira, Antonio V. O.
Mazzafera, Paulo
Junior, Osvaldo R.
Vieira, Luiz G. E.
Pereira, Luiz F. P.
Domingues, Douglas S. [UNESP]
author_role author
author2 Soares, Joao D. M.
Lima, Joni E.
Silva, Juliana C.
Ivamoto, Suzana T. [UNESP]
Baba, Viviane Y.
Souza, Silvia G. H.
Lorenzetti, Alan P. R.
Paschoal, Alexandre R.
Meda, Anderson R.
Nishiyama Junior, Milton Y.
Oliveira, Ursula C. de
Mokochinski, Joao B.
Guyot, Romain
Junqueira-de-Azevedo, Inacio L. M.
Figueira, Antonio V. O.
Mazzafera, Paulo
Junior, Osvaldo R.
Vieira, Luiz G. E.
Pereira, Luiz F. P.
Domingues, Douglas S. [UNESP]
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Inst Agron Parana
Univ Oeste Paulista
Universidade de São Paulo (USP)
Universidade Federal de Minas Gerais (UFMG)
Univ Tecnol Fed Parana
Universidade Estadual Paulista (Unesp)
Univ Paranaense
Universidade Estadual de Londrina (UEL)
Inst Butantan
Universidade Estadual de Campinas (UNICAMP)
COFFEEADAPT
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
dc.contributor.author.fl_str_mv Santos, Tiago Benedito dos
Soares, Joao D. M.
Lima, Joni E.
Silva, Juliana C.
Ivamoto, Suzana T. [UNESP]
Baba, Viviane Y.
Souza, Silvia G. H.
Lorenzetti, Alan P. R.
Paschoal, Alexandre R.
Meda, Anderson R.
Nishiyama Junior, Milton Y.
Oliveira, Ursula C. de
Mokochinski, Joao B.
Guyot, Romain
Junqueira-de-Azevedo, Inacio L. M.
Figueira, Antonio V. O.
Mazzafera, Paulo
Junior, Osvaldo R.
Vieira, Luiz G. E.
Pereira, Luiz F. P.
Domingues, Douglas S. [UNESP]
dc.subject.por.fl_str_mv Coffee
Nitrogen transport
Differential gene expression
RNA-seq
microRNA
topic Coffee
Nitrogen transport
Differential gene expression
RNA-seq
microRNA
description Coffea arabica L. is an important agricultural commodity, accounting for 60% of traded coffee worldwide. Nitrogen (N) is a macronutrient that is usually limiting to plant yield; however, molecular mechanisms of plant acclimation to N limitation remain largely unknown in tropical woody crops. In this study, we investigated the transcriptome of coffee roots under N starvation, analyzing poly-A+ libraries and small RNAs. We also evaluated the concentration of selected amino acids and N-source preferences in roots. Ammonium was preferentially taken up over nitrate, and asparagine and glutamate were the most abundant amino acids observed in coffee roots. We obtained 34,654 assembled contigs by mRNA sequencing, and validated the transcriptional profile of 12 genes by RT-qPCR. Illumina small RNA sequencing yielded 8,524,332 non-redundant reads, resulting in the identification of 86 microRNA families targeting 253 genes. The transcriptional pattern of eight miRNA families was also validated. To our knowledge, this is the first catalog of differentially regulated amino acids, N sources, mRNAs, and sRNAs in Arabica coffee roots.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-04T12:33:56Z
2019-10-04T12:33:56Z
2019-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s10142-018-0634-8
Functional & Integrative Genomics. Heidelberg: Springer Heidelberg, v. 19, n. 1, p. 151-169, 2019.
1438-793X
http://hdl.handle.net/11449/185258
10.1007/s10142-018-0634-8
WOS:000454564300011
url http://dx.doi.org/10.1007/s10142-018-0634-8
http://hdl.handle.net/11449/185258
identifier_str_mv Functional & Integrative Genomics. Heidelberg: Springer Heidelberg, v. 19, n. 1, p. 151-169, 2019.
1438-793X
10.1007/s10142-018-0634-8
WOS:000454564300011
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Functional & Integrative Genomics
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 151-169
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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