Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.

Detalhes bibliográficos
Autor(a) principal: BRUSCADIN, J. J.
Data de Publicação: 2022
Outros Autores: CARDOSO, T. F., DINIZ, W. J. da S., SOUZA, M. M. de, AFONSO, J., VIEIRA, D., MALHEIROS, J. M., ANDRADE, B. G. N., PETRINI, J., FERRAZ, J. B. S., ZERLOTINI NETO, A., MOURÃO, G. B., COUTINHO, L. L., REGITANO, L. C. de A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1151168
https://doi.org/10.3390/ genes13122336
Resumo: Abstract: Traditional transcriptomics approaches have been used to identify candidate genes affecting economically important livestock traits. Regulatory variants affecting these traits, however, remain under covered. Genomic regions showing allele-specific expression (ASE) are under the effect of cis-regulatory variants, being useful for improving the accuracy of genomic selection models. Taking advantage of the better of these two methods, we investigated single nucleotide polymorphisms (SNPs) in regions showing differential ASE (DASE SNPs) between contrasting groups for beef quality traits. For these analyses, we used RNA sequencing data, imputed genotypes and genomic estimated breeding values of muscle-related traits from 190 Nelore (Bos indicus) steers. We selected 40 contrasting unrelated samples for the analysis (N = 20 animals per contrasting group) and used a beta-binomial model to identify ASE SNPs in only one group (i.e., DASE SNPs). We found 1479 DASE SNPs (FDR 0.05) associated with 55 beef-quality traits. Most DASE genes were involved with tenderness and muscle homeostasis, presenting a co-expression module enriched for the protein ubiquitination process. The results overlapped with epigenetics and phenotype-associated data, suggesting that DASE SNPs are potentially linked to cis-regulatory variants affecting simultaneously the transcription and phenotype through chromatin state modulation.
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spelling Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.Polimorfismos de nucleotídeo únicoExpressão gênicaExpressão alelo específicaCis-regulationASEAllele-specific expressionFenótipoSingle nucleotide polymorphismGene expressionPhenotypeBeefAbstract: Traditional transcriptomics approaches have been used to identify candidate genes affecting economically important livestock traits. Regulatory variants affecting these traits, however, remain under covered. Genomic regions showing allele-specific expression (ASE) are under the effect of cis-regulatory variants, being useful for improving the accuracy of genomic selection models. Taking advantage of the better of these two methods, we investigated single nucleotide polymorphisms (SNPs) in regions showing differential ASE (DASE SNPs) between contrasting groups for beef quality traits. For these analyses, we used RNA sequencing data, imputed genotypes and genomic estimated breeding values of muscle-related traits from 190 Nelore (Bos indicus) steers. We selected 40 contrasting unrelated samples for the analysis (N = 20 animals per contrasting group) and used a beta-binomial model to identify ASE SNPs in only one group (i.e., DASE SNPs). We found 1479 DASE SNPs (FDR 0.05) associated with 55 beef-quality traits. Most DASE genes were involved with tenderness and muscle homeostasis, presenting a co-expression module enriched for the protein ubiquitination process. The results overlapped with epigenetics and phenotype-associated data, suggesting that DASE SNPs are potentially linked to cis-regulatory variants affecting simultaneously the transcription and phenotype through chromatin state modulation.JENNIFER JESSICA BRUSCADIN, UNIVERSIDADE FEDERAL DE SÃO CARLOS; TAINÃ FIGUEIREDO CARDOSO; WELLISON JARLES DA SILVA DINIZ, AUBURN UNIVERSITY; MARCELA MARIA DE SOUZA, IOWA STATE UNIVERSITY; JULIANA AFONSO; DIELSON VIEIRA, YALE UNIVERSITY SCHOOL OF MEDICINE; JESSICA MORAES MALHEIROS, UNIVERSIDADE FEDERAL DA INTEGRAÇÃO LATINO-AMERICANA; BRUNO GABRIEL NASCIMENTO ANDRADE, MUNSTER TECHNOLOGICAL UNIVERSITY; JULIANA PETRINI, UNIVERSIDADE DE SÃO PAULO; JOSÉ BENTO STERMAN FERRAZ, UNIVERSIDADE DE SÃO PAULO; ADHEMAR ZERLOTINI NETO, CNPTIA; GERSON BARRETO MOURÃO, UNIVERSIDADE DE SÃO PAULO; LUIZ LEHMANN COUTINHO, UNIVERSIDADE DE SÃO PAULO; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.BRUSCADIN, J. J.CARDOSO, T. F.DINIZ, W. J. da S.SOUZA, M. M. deAFONSO, J.VIEIRA, D.MALHEIROS, J. M.ANDRADE, B. G. N.PETRINI, J.FERRAZ, J. B. S.ZERLOTINI NETO, A.MOURÃO, G. B.COUTINHO, L. L.REGITANO, L. C. de A.2023-01-23T18:02:20Z2023-01-23T18:02:20Z2023-01-232022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleGenes, v. 13, n. 12, 2336, 2022.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1151168https://doi.org/10.3390/ genes13122336enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2023-01-23T18:02:20Zoai:www.alice.cnptia.embrapa.br:doc/1151168Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542023-01-23T18:02:20Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
title Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
spellingShingle Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
BRUSCADIN, J. J.
Polimorfismos de nucleotídeo único
Expressão gênica
Expressão alelo específica
Cis-regulation
ASE
Allele-specific expression
Fenótipo
Single nucleotide polymorphism
Gene expression
Phenotype
Beef
title_short Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
title_full Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
title_fullStr Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
title_full_unstemmed Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
title_sort Differential allele-specific expression revealed functional variants and candidate genes related to meat quality traits in B. indicus muscle.
author BRUSCADIN, J. J.
author_facet BRUSCADIN, J. J.
CARDOSO, T. F.
DINIZ, W. J. da S.
SOUZA, M. M. de
AFONSO, J.
VIEIRA, D.
MALHEIROS, J. M.
ANDRADE, B. G. N.
PETRINI, J.
FERRAZ, J. B. S.
ZERLOTINI NETO, A.
MOURÃO, G. B.
COUTINHO, L. L.
REGITANO, L. C. de A.
author_role author
author2 CARDOSO, T. F.
DINIZ, W. J. da S.
SOUZA, M. M. de
AFONSO, J.
VIEIRA, D.
MALHEIROS, J. M.
ANDRADE, B. G. N.
PETRINI, J.
FERRAZ, J. B. S.
ZERLOTINI NETO, A.
MOURÃO, G. B.
COUTINHO, L. L.
REGITANO, L. C. de A.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv JENNIFER JESSICA BRUSCADIN, UNIVERSIDADE FEDERAL DE SÃO CARLOS; TAINÃ FIGUEIREDO CARDOSO; WELLISON JARLES DA SILVA DINIZ, AUBURN UNIVERSITY; MARCELA MARIA DE SOUZA, IOWA STATE UNIVERSITY; JULIANA AFONSO; DIELSON VIEIRA, YALE UNIVERSITY SCHOOL OF MEDICINE; JESSICA MORAES MALHEIROS, UNIVERSIDADE FEDERAL DA INTEGRAÇÃO LATINO-AMERICANA; BRUNO GABRIEL NASCIMENTO ANDRADE, MUNSTER TECHNOLOGICAL UNIVERSITY; JULIANA PETRINI, UNIVERSIDADE DE SÃO PAULO; JOSÉ BENTO STERMAN FERRAZ, UNIVERSIDADE DE SÃO PAULO; ADHEMAR ZERLOTINI NETO, CNPTIA; GERSON BARRETO MOURÃO, UNIVERSIDADE DE SÃO PAULO; LUIZ LEHMANN COUTINHO, UNIVERSIDADE DE SÃO PAULO; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.
dc.contributor.author.fl_str_mv BRUSCADIN, J. J.
CARDOSO, T. F.
DINIZ, W. J. da S.
SOUZA, M. M. de
AFONSO, J.
VIEIRA, D.
MALHEIROS, J. M.
ANDRADE, B. G. N.
PETRINI, J.
FERRAZ, J. B. S.
ZERLOTINI NETO, A.
MOURÃO, G. B.
COUTINHO, L. L.
REGITANO, L. C. de A.
dc.subject.por.fl_str_mv Polimorfismos de nucleotídeo único
Expressão gênica
Expressão alelo específica
Cis-regulation
ASE
Allele-specific expression
Fenótipo
Single nucleotide polymorphism
Gene expression
Phenotype
Beef
topic Polimorfismos de nucleotídeo único
Expressão gênica
Expressão alelo específica
Cis-regulation
ASE
Allele-specific expression
Fenótipo
Single nucleotide polymorphism
Gene expression
Phenotype
Beef
description Abstract: Traditional transcriptomics approaches have been used to identify candidate genes affecting economically important livestock traits. Regulatory variants affecting these traits, however, remain under covered. Genomic regions showing allele-specific expression (ASE) are under the effect of cis-regulatory variants, being useful for improving the accuracy of genomic selection models. Taking advantage of the better of these two methods, we investigated single nucleotide polymorphisms (SNPs) in regions showing differential ASE (DASE SNPs) between contrasting groups for beef quality traits. For these analyses, we used RNA sequencing data, imputed genotypes and genomic estimated breeding values of muscle-related traits from 190 Nelore (Bos indicus) steers. We selected 40 contrasting unrelated samples for the analysis (N = 20 animals per contrasting group) and used a beta-binomial model to identify ASE SNPs in only one group (i.e., DASE SNPs). We found 1479 DASE SNPs (FDR 0.05) associated with 55 beef-quality traits. Most DASE genes were involved with tenderness and muscle homeostasis, presenting a co-expression module enriched for the protein ubiquitination process. The results overlapped with epigenetics and phenotype-associated data, suggesting that DASE SNPs are potentially linked to cis-regulatory variants affecting simultaneously the transcription and phenotype through chromatin state modulation.
publishDate 2022
dc.date.none.fl_str_mv 2022
2023-01-23T18:02:20Z
2023-01-23T18:02:20Z
2023-01-23
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 Genes, v. 13, n. 12, 2336, 2022.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1151168
https://doi.org/10.3390/ genes13122336
identifier_str_mv Genes, v. 13, n. 12, 2336, 2022.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1151168
https://doi.org/10.3390/ genes13122336
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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