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Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing

RNA-seq analysis was used to identify differentially expressed genes (DEGs) at the genetic level in the longissimus dorsi muscle from two pigs to investigate the genetic mechanisms underlying the difference in meat quality between Debao pigs and Landrace pigs. Then, these DEGs underwent functional a...

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Autores principales: Song, Shang-Qiao, Ma, Wei-wei, Zeng, Su-Xian, Zhang, Chao-Long, Yan, Jin, Sun, Cui-Cui, Li, Xin, Wang, Rui-Min, Li, Zong-Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Portland Press Ltd. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6893171/
https://www.ncbi.nlm.nih.gov/pubmed/31755521
http://dx.doi.org/10.1042/BSR20192144
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author Song, Shang-Qiao
Ma, Wei-wei
Zeng, Su-Xian
Zhang, Chao-Long
Yan, Jin
Sun, Cui-Cui
Li, Xin
Wang, Rui-Min
Li, Zong-Qiang
author_facet Song, Shang-Qiao
Ma, Wei-wei
Zeng, Su-Xian
Zhang, Chao-Long
Yan, Jin
Sun, Cui-Cui
Li, Xin
Wang, Rui-Min
Li, Zong-Qiang
author_sort Song, Shang-Qiao
collection PubMed
description RNA-seq analysis was used to identify differentially expressed genes (DEGs) at the genetic level in the longissimus dorsi muscle from two pigs to investigate the genetic mechanisms underlying the difference in meat quality between Debao pigs and Landrace pigs. Then, these DEGs underwent functional annotation, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, and protein–protein interaction (PPI) analyses. Finally, the expression levels of specific DEGs were assessed using qRT-PCR. The reference genome showed gene dosage detection of all samples which showed that the total reference genome comprised 22342 coding genes, including 14743 known and 190 unknown genes. For detection of the Debao pig genome, we obtained 14168 genes, including 13994 known and 174 unknown genes. For detection of the Landrace pig genome, we obtained 14404 genes, including 14223 known and 181 unknown genes. GO analysis and KEGG signaling pathway analysis show that DEGs are significantly related to metabolic regulation, amino acid metabolism, muscular tissue, muscle structure development etc. We identified key genes in these processes, such as FOS, EGR2, and IL6, by PPI network analysis. qRT-PCR confirmed the differential expression of six selected DEGs in both pig breeds. In conclusion, the present study revealed key genes and related signaling pathways that influence the difference in pork quality between these breeds and could provide a theoretical basis for improving pork quality in future genetic thremmatology.
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spelling pubmed-68931712019-12-10 Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing Song, Shang-Qiao Ma, Wei-wei Zeng, Su-Xian Zhang, Chao-Long Yan, Jin Sun, Cui-Cui Li, Xin Wang, Rui-Min Li, Zong-Qiang Biosci Rep Agricultural & Industrial Bioscience RNA-seq analysis was used to identify differentially expressed genes (DEGs) at the genetic level in the longissimus dorsi muscle from two pigs to investigate the genetic mechanisms underlying the difference in meat quality between Debao pigs and Landrace pigs. Then, these DEGs underwent functional annotation, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, and protein–protein interaction (PPI) analyses. Finally, the expression levels of specific DEGs were assessed using qRT-PCR. The reference genome showed gene dosage detection of all samples which showed that the total reference genome comprised 22342 coding genes, including 14743 known and 190 unknown genes. For detection of the Debao pig genome, we obtained 14168 genes, including 13994 known and 174 unknown genes. For detection of the Landrace pig genome, we obtained 14404 genes, including 14223 known and 181 unknown genes. GO analysis and KEGG signaling pathway analysis show that DEGs are significantly related to metabolic regulation, amino acid metabolism, muscular tissue, muscle structure development etc. We identified key genes in these processes, such as FOS, EGR2, and IL6, by PPI network analysis. qRT-PCR confirmed the differential expression of six selected DEGs in both pig breeds. In conclusion, the present study revealed key genes and related signaling pathways that influence the difference in pork quality between these breeds and could provide a theoretical basis for improving pork quality in future genetic thremmatology. Portland Press Ltd. 2019-12-04 /pmc/articles/PMC6893171/ /pubmed/31755521 http://dx.doi.org/10.1042/BSR20192144 Text en © 2019 The Author(s). https://creativecommons.org/licenses/by/4.0/ This is an open access article published by Portland Press Limited on behalf of the Biochemical Society and distributed under the Creative Commons Attribution License 4.0 (CC BY).
spellingShingle Agricultural & Industrial Bioscience
Song, Shang-Qiao
Ma, Wei-wei
Zeng, Su-Xian
Zhang, Chao-Long
Yan, Jin
Sun, Cui-Cui
Li, Xin
Wang, Rui-Min
Li, Zong-Qiang
Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing
title Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing
title_full Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing
title_fullStr Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing
title_full_unstemmed Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing
title_short Transcriptome analysis of differential gene expression in the longissimus dorsi muscle from Debao and landrace pigs based on RNA-sequencing
title_sort transcriptome analysis of differential gene expression in the longissimus dorsi muscle from debao and landrace pigs based on rna-sequencing
topic Agricultural & Industrial Bioscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6893171/
https://www.ncbi.nlm.nih.gov/pubmed/31755521
http://dx.doi.org/10.1042/BSR20192144
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