An integrated analysis of mRNA and sRNA transcriptional profiles in Coffea arabica L. roots: insights on nitrogen starvation responses
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808128973252591616 |