Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle

Abstract Water holding capacity (WHC) is an important sensory attribute that greatly influences meat quality. However, the molecular mechanism that regulates the beef WHC remains to be elucidated. In this study, the longissimus dorsi (LD) muscles of 49 Chinese Simmental beef cattle were measured for...

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Main Authors: Lili Du, Tianpeng Chang, Bingxing An, Mang Liang, Xinghai Duan, Wentao Cai, Bo Zhu, Xue Gao, Yan Chen, Lingyang Xu, Lupei Zhang, Junya Li, Huijiang Gao
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-91373-2
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spelling doaj-807e7b0a526e4c28b17663279f2cce7b2021-06-13T11:43:46ZengNature Publishing GroupScientific Reports2045-23222021-06-0111111410.1038/s41598-021-91373-2Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattleLili Du0Tianpeng Chang1Bingxing An2Mang Liang3Xinghai Duan4Wentao Cai5Bo Zhu6Xue Gao7Yan Chen8Lingyang Xu9Lupei Zhang10Junya Li11Huijiang Gao12Institute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesInstitute of Animal Science, Chinese Academy of Agricultural SciencesAbstract Water holding capacity (WHC) is an important sensory attribute that greatly influences meat quality. However, the molecular mechanism that regulates the beef WHC remains to be elucidated. In this study, the longissimus dorsi (LD) muscles of 49 Chinese Simmental beef cattle were measured for meat quality traits and subjected to RNA sequencing. WHC had significant correlation with 35 kg water loss (r = − 0.99, p < 0.01) and IMF content (r = 0.31, p < 0.05), but not with SF (r = − 0.20, p = 0.18) and pH (r = 0.11, p = 0.44). Eight individuals with the highest WHC (H-WHC) and the lowest WHC (L-WHC) were selected for transcriptome analysis. A total of 865 genes were identified as differentially expressed genes (DEGs) between two groups, of which 633 genes were up-regulated and 232 genes were down-regulated. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment revealed that DEGs were significantly enriched in 15 GO terms and 96 pathways. Additionally, based on protein–protein interaction (PPI) network, animal QTL database (QTLdb), and relevant literature, the study not only confirmed seven genes (HSPA12A, HSPA13, PPARγ, MYL2, MYPN, TPI, and ATP2A1) influenced WHC in accordance with previous studies, but also identified ATP2B4, ACTN1, ITGAV, TGFBR1, THBS1, and TEK as the most promising novel candidate genes affecting the WHC. These findings could offer important insight for exploring the molecular mechanism underlying the WHC trait and facilitate the improvement of beef quality.https://doi.org/10.1038/s41598-021-91373-2
collection DOAJ
language English
format Article
sources DOAJ
author Lili Du
Tianpeng Chang
Bingxing An
Mang Liang
Xinghai Duan
Wentao Cai
Bo Zhu
Xue Gao
Yan Chen
Lingyang Xu
Lupei Zhang
Junya Li
Huijiang Gao
spellingShingle Lili Du
Tianpeng Chang
Bingxing An
Mang Liang
Xinghai Duan
Wentao Cai
Bo Zhu
Xue Gao
Yan Chen
Lingyang Xu
Lupei Zhang
Junya Li
Huijiang Gao
Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle
Scientific Reports
author_facet Lili Du
Tianpeng Chang
Bingxing An
Mang Liang
Xinghai Duan
Wentao Cai
Bo Zhu
Xue Gao
Yan Chen
Lingyang Xu
Lupei Zhang
Junya Li
Huijiang Gao
author_sort Lili Du
title Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle
title_short Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle
title_full Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle
title_fullStr Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle
title_full_unstemmed Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle
title_sort transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in chinese simmental beef cattle
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-06-01
description Abstract Water holding capacity (WHC) is an important sensory attribute that greatly influences meat quality. However, the molecular mechanism that regulates the beef WHC remains to be elucidated. In this study, the longissimus dorsi (LD) muscles of 49 Chinese Simmental beef cattle were measured for meat quality traits and subjected to RNA sequencing. WHC had significant correlation with 35 kg water loss (r = − 0.99, p < 0.01) and IMF content (r = 0.31, p < 0.05), but not with SF (r = − 0.20, p = 0.18) and pH (r = 0.11, p = 0.44). Eight individuals with the highest WHC (H-WHC) and the lowest WHC (L-WHC) were selected for transcriptome analysis. A total of 865 genes were identified as differentially expressed genes (DEGs) between two groups, of which 633 genes were up-regulated and 232 genes were down-regulated. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment revealed that DEGs were significantly enriched in 15 GO terms and 96 pathways. Additionally, based on protein–protein interaction (PPI) network, animal QTL database (QTLdb), and relevant literature, the study not only confirmed seven genes (HSPA12A, HSPA13, PPARγ, MYL2, MYPN, TPI, and ATP2A1) influenced WHC in accordance with previous studies, but also identified ATP2B4, ACTN1, ITGAV, TGFBR1, THBS1, and TEK as the most promising novel candidate genes affecting the WHC. These findings could offer important insight for exploring the molecular mechanism underlying the WHC trait and facilitate the improvement of beef quality.
url https://doi.org/10.1038/s41598-021-91373-2
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