Comparative RNAseq analysis of backfat tissue from local pig breeds.

Detalhes bibliográficos
Autor(a) principal: Albuquerque, A.
Data de Publicação: 2019
Outros Autores: Óvilo, C., Núñez, Ý., Benítez, R., Lopez-Garcia, A., Garcia, F., Laranjo, M., Charneca, R., Martins, J.M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/31232
Resumo: Alentejano (AL) and Bísaro (BI) are the main local pig breeds in Portugal, but have no information comparing their transcriptomic activity. AL belongs to the Iberian branch, presenting lower growth rates, precociously high adipogenic activity and higher levels of unsaturated fatty acids (FAs) while BI pig is from the Celtic group, sharing ancestors with higher growth rate and leaner commercial breeds. This work intended to explore the genome function of AL and BI to better understand the underlying physiological mechanisms associated with body fat accretion, lipid composition and meat quality. Dorsal subcutaneous fat (DSF) samples were collected from AL and BI fattening pigs, with ~150kg BW at slaughter. Total RNA was obtained and sequenced for transcriptome analysis. Bioinformatic analyses using three different tools (Cufflinks, EdgeR and DESeq2) were performed. A total of 367, 137 and 155 differentially expressed genes (DEGs) (q-value<0.05, |log2 FC|>0.8) were found using the Cufflinks, EdgeR and DESeq2 pipelines, respectively, between AL and BI DSF samples. EdgeR and DESeq2 shared a total 121 DEGs (~71% overlap) while Cufflinks showed divergent results (2.7% overlap with EdgeR and 5.5% with DESeq2). A functional enrichment analysis of the candidate DEGs was performed using Ingenuity Pathway Analysis. Synthesis of lipid, depletion of glycogen, mass of organism and accumulation of oleic acid were revealed as main involved functions (p-value<0.05) though no directional activation state was observed (-2<Zscore<2). Potential upstream regulators that explain the obtained results such as TCF7L2 and RIPK2 were predicted to be activated and inhibited in AL, respectively. Moreover, 4 causal networks with RIT2, KL, FLCN and RIPK2 as master regulators were inhibited in AL while another with PPARGC1B was activated. These results present the first high-throughput transcriptomic data involving these local breeds and can help explain the metabolic differences that occur in the adipose tissue and shed light into specific meat quality traits.
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spelling Comparative RNAseq analysis of backfat tissue from local pig breeds.Alentejano pigBísaro pigdorsal subcutaneous fatDEGsRNAseqAlentejano (AL) and Bísaro (BI) are the main local pig breeds in Portugal, but have no information comparing their transcriptomic activity. AL belongs to the Iberian branch, presenting lower growth rates, precociously high adipogenic activity and higher levels of unsaturated fatty acids (FAs) while BI pig is from the Celtic group, sharing ancestors with higher growth rate and leaner commercial breeds. This work intended to explore the genome function of AL and BI to better understand the underlying physiological mechanisms associated with body fat accretion, lipid composition and meat quality. Dorsal subcutaneous fat (DSF) samples were collected from AL and BI fattening pigs, with ~150kg BW at slaughter. Total RNA was obtained and sequenced for transcriptome analysis. Bioinformatic analyses using three different tools (Cufflinks, EdgeR and DESeq2) were performed. A total of 367, 137 and 155 differentially expressed genes (DEGs) (q-value<0.05, |log2 FC|>0.8) were found using the Cufflinks, EdgeR and DESeq2 pipelines, respectively, between AL and BI DSF samples. EdgeR and DESeq2 shared a total 121 DEGs (~71% overlap) while Cufflinks showed divergent results (2.7% overlap with EdgeR and 5.5% with DESeq2). A functional enrichment analysis of the candidate DEGs was performed using Ingenuity Pathway Analysis. Synthesis of lipid, depletion of glycogen, mass of organism and accumulation of oleic acid were revealed as main involved functions (p-value<0.05) though no directional activation state was observed (-2<Zscore<2). Potential upstream regulators that explain the obtained results such as TCF7L2 and RIPK2 were predicted to be activated and inhibited in AL, respectively. Moreover, 4 causal networks with RIT2, KL, FLCN and RIPK2 as master regulators were inhibited in AL while another with PPARGC1B was activated. These results present the first high-throughput transcriptomic data involving these local breeds and can help explain the metabolic differences that occur in the adipose tissue and shed light into specific meat quality traits.2022-03-07T11:48:15Z2022-03-072019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/31232http://hdl.handle.net/10174/31232engAlbuquerque, A.; C. Óvilo; Y. Núñez; R. Benítez; A. Lopez-Garcia; F. Garcia; M. Laranjo; R. Charneca; J.M. Martins (2019). Comparative RNAseq analysis of backfat tissue from local pig breeds. In: Book of Abstracts - IV PhD Students Meeting in Environmental and Agriculture, Pólo da Mitra, Valverde, Portugal, p. 21.ZOOndndndndndndndndjmartins@uevora.pt226Albuquerque, A.Óvilo, C.Núñez, Ý.Benítez, R.Lopez-Garcia, A.Garcia, F.Laranjo, M.Charneca, R.Martins, J.M.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:30:35Zoai:dspace.uevora.pt:10174/31232Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:20:28.108326Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Comparative RNAseq analysis of backfat tissue from local pig breeds.
title Comparative RNAseq analysis of backfat tissue from local pig breeds.
spellingShingle Comparative RNAseq analysis of backfat tissue from local pig breeds.
Albuquerque, A.
Alentejano pig
Bísaro pig
dorsal subcutaneous fat
DEGs
RNAseq
title_short Comparative RNAseq analysis of backfat tissue from local pig breeds.
title_full Comparative RNAseq analysis of backfat tissue from local pig breeds.
title_fullStr Comparative RNAseq analysis of backfat tissue from local pig breeds.
title_full_unstemmed Comparative RNAseq analysis of backfat tissue from local pig breeds.
title_sort Comparative RNAseq analysis of backfat tissue from local pig breeds.
author Albuquerque, A.
author_facet Albuquerque, A.
Óvilo, C.
Núñez, Ý.
Benítez, R.
Lopez-Garcia, A.
Garcia, F.
Laranjo, M.
Charneca, R.
Martins, J.M.
author_role author
author2 Óvilo, C.
Núñez, Ý.
Benítez, R.
Lopez-Garcia, A.
Garcia, F.
Laranjo, M.
Charneca, R.
Martins, J.M.
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Albuquerque, A.
Óvilo, C.
Núñez, Ý.
Benítez, R.
Lopez-Garcia, A.
Garcia, F.
Laranjo, M.
Charneca, R.
Martins, J.M.
dc.subject.por.fl_str_mv Alentejano pig
Bísaro pig
dorsal subcutaneous fat
DEGs
RNAseq
topic Alentejano pig
Bísaro pig
dorsal subcutaneous fat
DEGs
RNAseq
description Alentejano (AL) and Bísaro (BI) are the main local pig breeds in Portugal, but have no information comparing their transcriptomic activity. AL belongs to the Iberian branch, presenting lower growth rates, precociously high adipogenic activity and higher levels of unsaturated fatty acids (FAs) while BI pig is from the Celtic group, sharing ancestors with higher growth rate and leaner commercial breeds. This work intended to explore the genome function of AL and BI to better understand the underlying physiological mechanisms associated with body fat accretion, lipid composition and meat quality. Dorsal subcutaneous fat (DSF) samples were collected from AL and BI fattening pigs, with ~150kg BW at slaughter. Total RNA was obtained and sequenced for transcriptome analysis. Bioinformatic analyses using three different tools (Cufflinks, EdgeR and DESeq2) were performed. A total of 367, 137 and 155 differentially expressed genes (DEGs) (q-value<0.05, |log2 FC|>0.8) were found using the Cufflinks, EdgeR and DESeq2 pipelines, respectively, between AL and BI DSF samples. EdgeR and DESeq2 shared a total 121 DEGs (~71% overlap) while Cufflinks showed divergent results (2.7% overlap with EdgeR and 5.5% with DESeq2). A functional enrichment analysis of the candidate DEGs was performed using Ingenuity Pathway Analysis. Synthesis of lipid, depletion of glycogen, mass of organism and accumulation of oleic acid were revealed as main involved functions (p-value<0.05) though no directional activation state was observed (-2<Zscore<2). Potential upstream regulators that explain the obtained results such as TCF7L2 and RIPK2 were predicted to be activated and inhibited in AL, respectively. Moreover, 4 causal networks with RIT2, KL, FLCN and RIPK2 as master regulators were inhibited in AL while another with PPARGC1B was activated. These results present the first high-throughput transcriptomic data involving these local breeds and can help explain the metabolic differences that occur in the adipose tissue and shed light into specific meat quality traits.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-01T00:00:00Z
2022-03-07T11:48:15Z
2022-03-07
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://hdl.handle.net/10174/31232
http://hdl.handle.net/10174/31232
url http://hdl.handle.net/10174/31232
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Albuquerque, A.; C. Óvilo; Y. Núñez; R. Benítez; A. Lopez-Garcia; F. Garcia; M. Laranjo; R. Charneca; J.M. Martins (2019). Comparative RNAseq analysis of backfat tissue from local pig breeds. In: Book of Abstracts - IV PhD Students Meeting in Environmental and Agriculture, Pólo da Mitra, Valverde, Portugal, p. 21.
ZOO
nd
nd
nd
nd
nd
nd
nd
nd
jmartins@uevora.pt
226
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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