Integrative ATAC-seq and RNA-seq Analysis of the Longissimus Dorsi Muscle of Gannan Yak and Jeryak

被引:0
|
作者
Zhao, Zhidong [1 ]
Guo, Dashan [1 ]
Wei, Yali [1 ]
Li, Jingsheng [1 ]
Jia, Xue [1 ]
Niu, Yanmei [1 ]
Liu, Zhanxin [1 ]
Bai, Yanbin [1 ]
Chen, Zongchang [1 ]
Shi, Bingang [1 ]
Zhang, Xiaolan [1 ]
Hu, Jiang [1 ]
Wang, Jiqing [1 ]
Liu, Xiu [1 ]
Li, Shaobin [1 ]
机构
[1] Gansu Agr Univ, Gansu Key Lab Herbivorous Anim Biotechnol, Fac Anim Sci & Technol, Lanzhou 730000, Peoples R China
关键词
Jeryaks; ATAC-seq; RNA-seq; longissimus muscle; heterosis; TRANSCRIPTION FACTORS; SKELETAL; CHROMATIN; ROLES; MEF2; DIFFERENTIATION;
D O I
10.3390/ijms25116029
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Jeryak is the F1 generation of the cross between Gannan yak and Jersey cattle, which has the advantages of fast growth and high adaptability. The growth and development of skeletal muscle is closely linked to meat production and the quality of meat. However, the molecular regulatory mechanisms of muscle growth differences between Gannan yak and Jeryak analyzed from the perspective of chromatin opening have not been reported. In this study, ATAC-seq was used to analyze the difference of chromatin openness in longissimus muscle of Gannan yak and Jeryak. It was found that chromatin accessibility was more enriched in Jeryak compared to Gannan yak, especially in the range of the transcription start site (TSS) +/- 2 kb. GO and KEGG enrichment analysis indicate that differential peak-associated genes are involved in the negative regulation of muscle adaptation and the Hippo signaling pathway. Integration analysis of ATAC-seq and RNA-seq revealed overlapping genes were significantly enriched during skeletal muscle cell differentiation and muscle organ morphogenesis. At the same time, we screened FOXO1, ZBED6, CRY2 and CFL2 for possible involvement in skeletal muscle development, constructed a genes and transcription factors network map, and found that some transcription factors (TFs), including YY1, KLF4, KLF5 and Bach1, were involved in skeletal muscle development. Overall, we have gained a comprehensive understanding of the key factors that impact skeletal muscle development in various breeds of cattle, providing new insights for future analysis of the molecular regulatory mechanisms involved in muscle growth and development.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Integrated analysis of ATAC-seq and RNA-seq unveils the role of ferroptosis in PM2.5-induced asthma exacerbation
    Zhang, Yi
    Jiang, Manling
    Xiong, Ying
    Zhang, Lei
    Xiong, Anying
    Wang, Junyi
    He, Xiang
    Li, Guoping
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2023, 125
  • [42] Integrative analysis of single-cell RNA-seq and ATAC-seq reveals heterogeneity of induced pluripotent stem cell-derived hepatic organoids
    Kim, Jong-Hwan
    Mun, Seon Ju
    Kim, Jeong-Hwan
    Son, Myung Jin
    Kim, Seon-Young
    ISCIENCE, 2023, 26 (09)
  • [43] scBridge embraces cell heterogeneity in single-cell RNA-seq and ATAC-seq data integration
    Li, Yunfan
    Zhang, Dan
    Yang, Mouxing
    Peng, Dezhong
    Yu, Jun
    Liu, Yu
    Lv, Jiancheng
    Chen, Lu
    Peng, Xi
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [44] Integration of ATAC-seq and RNA-seq identifies human alpha cell and beta cell signature genes
    Ackermann, Amanda M.
    Wang, Zhiping
    Schug, Jonathan
    Naji, Ali
    Kaestner, Klaus H.
    MOLECULAR METABOLISM, 2016, 5 (03): : 233 - 244
  • [45] RNA-seq and ATAC-seq analyses of multilineage differentiating stress enduring cells: Comparison with dermal fibroblasts
    Mao, Xiao-Qian
    Cheng, Yan
    Zhang, Ru-Zhi
    Liu, Yi-Bo
    Li, Yue
    Ge, Kang
    Jin, Hui-Ling
    CELL BIOLOGY INTERNATIONAL, 2022, 46 (09) : 1480 - 1494
  • [46] scBridge embraces cell heterogeneity in single-cell RNA-seq and ATAC-seq data integration
    Yunfan Li
    Dan Zhang
    Mouxing Yang
    Dezhong Peng
    Jun Yu
    Yu Liu
    Jiancheng Lv
    Lu Chen
    Xi Peng
    Nature Communications, 14
  • [47] Integrative RNA-Seq and ATAC-Seq Analysis Reveals the Migration-Associated Genes Involved in Antitumor Effects of Herbal Medicine Feiyanning on Lung Cancer Cells
    Wang, Chenyang
    Li, Pengxiao
    Peng, Yonglin
    Liu, Ruiqi
    Wu, Xiaoting
    Tan, Sheng
    Zhang, Ming
    Zhao, Xiaodong
    FRONTIERS IN GENETICS, 2021, 12
  • [48] Benchmarking algorithms for joint integration of unpaired and paired single-cell RNA-seq and ATAC-seq data
    Lee M.Y.Y.
    Kaestner K.H.
    Li M.
    Genome Biology, 24 (1)
  • [49] Integrating ATAC-seq and RNA-seq Reveals the Dynamics of Chromatin Accessibility and Gene Expression in Apple Response to Drought
    Wang, Shicong
    He, Jieqiang
    Deng, Mengting
    Wang, Caixia
    Wang, Ruifeng
    Yan, Jinjiao
    Luo, Minrong
    Ma, Fengwang
    Guan, Qingmei
    Xu, Jidi
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (19)
  • [50] Bioinformatics Analysis Using ATAC-seq and RNA-seq for the Identification of 15 Gene Signatures Associated With the Prediction of Prognosis in Hepatocellular Carcinoma
    Yang, Hui
    Li, Gang
    Qiu, Guangping
    FRONTIERS IN ONCOLOGY, 2021, 11