Muscle Transcriptome Analysis Reveals Potential Candidate Genes and Pathways Affecting Intramuscular Fat Content in Pigs

被引:39
|
作者
Zhao, Xueyan [1 ]
Hu, Hongmei [1 ]
Lin, Haichao [1 ]
Wang, Cheng [1 ]
Wang, Yanping [1 ]
Wang, Jiying [1 ]
机构
[1] Shandong Acad Agr Sci, Inst Anim Sci & Vet Med, Shandong Prov Key Lab Anim Dis Control & Breeding, Jinan, Peoples R China
基金
中国国家自然科学基金;
关键词
pork quality; IMF content; RNA sequencing; differentially expressed genes; WGCNA; LONGISSIMUS-DORSI MUSCLE; QUANTITATIVE TRAIT LOCI; MEAT QUALITY; EXPRESSION; PROTEIN; IDENTIFICATION; POLYMORPHISMS; PACKAGE; ASSOCIATION; DEPOSITION;
D O I
10.3389/fgene.2020.00877
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Intramuscular fat (IMF) content plays an essential role in meat quality. For identifying potential candidate genes and pathways regulating IMF content, the IMF content and thelongissimus dorsitranscriptomes of 28 purebred Duroc pigs were measured. As a result, the transcriptome analysis of four high- and four low-IMF individuals revealed a total of 309 differentially expressed genes (DEGs) using edgeR and DESeq2 (p< 0.05, |log(2)(fold change)| >= 1). Functional enrichment analysis of the DEGs revealed 19 hub genes significantly enriched in the Gene Ontology (GO) terms and pathways (q< 0.05) related to lipid metabolism and fat cell differentiation. The weighted gene coexpression network analysis (WGCNA) of the 28 pigs identified the most relevant module with 43 hub genes. The combined results of DEGs, WGCNA, and protein-protein interactions revealedADIPOQ,PPARG,LIPE,CIDEC,PLIN1,CIDEA, andFABP4to be potential candidate genes affecting IMF. Furthermore, the regulation of lipolysis in adipocytes and the peroxisome proliferator-activated receptor (PPAR) signaling pathway were significantly enriched for both the DEGs and genes in the most relevant module. Some DEGs and pathways detected in our study play essential roles and are potential candidate genes and pathways that affect IMF content in pigs. This study provides crucial information for understanding the molecular mechanism of IMF content and would be helpful in improving pork quality.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] An Integrative Analysis of Transcriptome and GWAS Data to Identify Potential Candidate Genes Influencing Meat Quality Traits in Pigs
    Liu, Xianxian
    Zhang, Junjie
    Xiong, Xinwei
    Chen, Congying
    Xing, Yuyun
    Duan, Yanyu
    Xiao, Shijun
    Yang, Bin
    Ma, Junwu
    FRONTIERS IN GENETICS, 2021, 12
  • [32] Transcriptome analysis of the Bactrian camel (Camelus bactrianus) reveals candidate genes affecting milk production traits
    Yao, Huaibing
    Dou, Zhihua
    Zhao, Zhongkai
    Liang, Xiaorui
    Yue, Haitao
    Ma, Wanpeng
    Su, Zhanqiang
    Wang, Yuzhuo
    Hao, Zelin
    Yan, Hui
    Wu, Zhuangyuan
    Wang, Liang
    Chen, Gangliang
    Yang, Jie
    BMC GENOMICS, 2023, 24 (01)
  • [33] Expression profiles of myostatin and calpastatin genes and analysis of shear force and intramuscular fat content of yak longissimus muscle
    Zheng, Y. C.
    Lin, Y. Q.
    Yue, Y.
    Xu, Y. O.
    Jin, S. Y.
    CZECH JOURNAL OF ANIMAL SCIENCE, 2011, 56 (12) : 544 - 550
  • [34] A Transcriptome Analysis Identifies Biological Pathways and Candidate Genes for Feed Efficiency in DLY Pigs
    Wang, Xingwang
    Li, Shaoyun
    Wu, Jie
    Ding, Rongrong
    Quan, Jianping
    Zheng, Engin
    Yang, Jie
    Wu, Zhenfang
    GENES, 2019, 10 (09)
  • [35] Genes Related to Fat Metabolism in Pigs and Intramuscular Fat Content of Pork: A Focus on Nutrigenetics and Nutrigenomics
    Malgwi, Isaac Hyeladi
    Halas, Veronika
    Grunvald, Petra
    Schiavon, Stefano
    Jocsak, Ildiko
    ANIMALS, 2022, 12 (02):
  • [36] Transcriptome network analysis reveals potential candidate genes for squamous lung cancer
    Bai, Jing
    Hu, Sheng
    INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 2012, 29 (01) : 95 - 101
  • [37] An integration analysis based on genomic, transcriptomic and QTX information reveals credible candidate genes for fat-related traits in pigs
    Fu, Y.
    Wang, L.
    Tang, Z.
    Yin, D.
    Xu, J.
    Fan, Y.
    Li, X.
    Zhao, S.
    Liu, X.
    ANIMAL GENETICS, 2020, 51 (05) : 683 - 693
  • [38] High olive oil diets enhance cervical tumour growth in mice: transcriptome analysis for potential candidate genes and pathways
    Zhang, Xiaoyu
    Yang, Ping
    Luo, Xuan
    Su, Chunxiao
    Chen, Yao
    Zhao, Lei
    Wei, Li
    Zeng, Han
    Varghese, Zac
    Moorhead, John F.
    Ruan, Xiong Z.
    Chen, Yaxi
    LIPIDS IN HEALTH AND DISEASE, 2019, 18 (1)
  • [39] Transcriptome Analysis Reveals Candidate Genes for Cold Tolerance in Drosophila ananassae
    Koeniger, Annabella
    Grath, Sonja
    GENES, 2018, 9 (12)
  • [40] Potential candidate genes and pathways related to cytoplasmic male sterility in Dianthus spiculifolius as revealed by transcriptome analysis
    Liu, Yingzhu
    Sun, Han
    Ye, Rong
    Du, Jinxue
    Zhang, Haizhen
    Zhou, Aimin
    Qiao, Kun
    Wang, Jingang
    PLANT CELL REPORTS, 2023, 42 (09) : 1503 - 1516