Identification of Key Pathways and Genes Related to the Development of Hair Follicle Cycle in Cashmere Goats

被引:40
|
作者
Wang, Jianfang [1 ]
Sui, Jie [1 ]
Mao, Chao [1 ]
Li, Xiaorui [1 ]
Chen, Xingyi [1 ]
Liang, Chengcheng [1 ]
Wang, Xiaohui [1 ]
Wang, Si-Hu [1 ]
Jia, Cunling [1 ]
机构
[1] Northwest A&F Univ, Coll Anim Sci & Technol, Yangling 712100, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
hair follicle cycle; WGCNA; coexpression network; hub genes; DERMAL PAPILLA; EXPRESSION ANALYSIS; GROWTH-CYCLE; SKIN; REVEALS; DIFFERENTIATION; TRANSCRIPTOME; MORPHOGENESIS; REGENERATION; AQUAPORIN-3;
D O I
10.3390/genes12020180
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The development of hair follicle in cashmere goats shows significant periodic change, as with mice and humans. However, for cashmere goat with double-coat, the periodic change may be due to other regulatory molecules and signal pathways. To understand the mechanism of periodic development of hair follicle, we performed a weighted gene coexpression network analysis (WGCNA) to mine key genes and establish an interaction network by utilizing the NCBI public dataset. Ten coexpression modules, including 7689 protein-coding genes, were constructed by WGCNA, six of which are considered to be significantly related to the development of the hair follicle cycle. A functional enrichment analysis for each model showed that they are closely related to ECM- receptor interaction, focal adhesion, PI3K-Akt signaling pathway, estrogen signaling pathway, and so on. Combined with the analysis of differential expressed genes, 12 hub genes from coexpression modules were selected as candidate markers, i.e., COL1A1, C1QTNF6, COL1A2, AQP3, KRTAP3-1, KRTAP11-1, FA2H, NDUFS5, DERL2, MRPL14, ANTKMT and XAB2, which might be applied to improve cashmere production.
引用
收藏
页数:17
相关论文
共 50 条
  • [21] Identification of the Key Genes Associated with Different Hair Types in the Inner Mongolia Cashmere Goat
    Gong, Gao
    Fan, Yixing
    Li, Wenze
    Yan, Xiaochun
    Yan, Xiaomin
    Zhang, Ludan
    Wang, Na
    Chen, Oljibilig
    Zhang, Yanjun
    Wang, Ruijun
    Liu, Zhihong
    Jiang, Wei
    Li, Jinquan
    Wang, Zhiying
    Lv, Qi
    Su, Rui
    ANIMALS, 2022, 12 (11):
  • [22] Effects of photoperiod on nutrient digestibility, hair follicle activity and cashmere quality in Inner Mongolia white cashmere goats
    Zhang, Chong Zhi
    Sun, Hai Zhou
    Li, Sheng Li
    Sang, Dan
    Zhang, Chun Hua
    Jin, Lu
    Antonini, Marco
    Zhao, Cun Fa
    ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES, 2019, 32 (04): : 541 - 547
  • [23] Proteomics analysis of the secondary hair follicle cycle in Liaoning cashmere goat
    Gao, Wen Zheng
    Xue, Hui Ling
    Yang, Jian Cheng
    SMALL RUMINANT RESEARCH, 2021, 201
  • [24] Integrated analysis of coding genes and non-coding RNAs during hair follicle cycle of cashmere goat (Capra hircus)
    Wang, Shanhe
    Ge, Wei
    Luo, Zhixin
    Guo, Yang
    Jiao, Beilei
    Qu, Lei
    Zhang, Zhiying
    Wang, Xin
    BMC GENOMICS, 2017, 18
  • [25] Expression of miRNA-203 and its target gene in hair follicle cycle development of Cashmere goat
    Ma, Tao
    Li, Jianyu
    Li, Jianping
    Wu, Sufang
    Xiangba
    Jiang, Huaizhi
    Zhang, Qialling
    CELL CYCLE, 2021, 20 (02) : 204 - 210
  • [26] Expression of miRNA-1-3p and its target gene in hair follicle cycle development of Liaoning Cashmere goat
    Zhang, Guishan
    Xu, Jing
    Zhang, Yingnan
    Yang, Shubao
    Jiang, Huaizhi
    ANIMAL BIOTECHNOLOGY, 2023, 34 (06) : 1937 - 1942
  • [27] Construction and functional analysis of ceRNA regulatory network related to the development of secondary hair follicles in Inner Mongolia cashmere goats
    Shang, Fangzheng
    Ma, Rong
    Rong, Youjun
    Pan, Jianfeng
    Wang, Min
    Niu, Shuran
    Qi, Yunpeng
    Li, Yanbo
    Wang, Zhiying
    Lv, Qi
    Wang, Ruijun
    Su, Rui
    Liu, Zhihong
    Zhao, Yanhong
    Wang, Zhixin
    Li, Jinquan
    Zhang, Yanjun
    FRONTIERS IN VETERINARY SCIENCE, 2022, 9
  • [28] Transcriptome-based screening and validation of key genes for wool color in cashmere goats
    Apar, Remila
    Ye, Xiaofang
    Lv, Xuefeng
    GENES & GENOMICS, 2024, 46 (10) : 1239 - 1252
  • [29] Comparative study on seasonal hair follicle cycling by analysis of the transcriptomes from cashmere and milk goats
    Zhang, Yanjun
    Wu, Kejing
    Wang, Lele
    Wang, Zhiying
    Han, Wenjing
    Chen, Dong
    Wei, Yaxun
    Su, Rui
    Wang, Ruijun
    Liu, Zhihong
    Zhao, Yanhong
    Wang, Zhixin
    Zhan, Leilei
    Zhang, Yi
    Li, Jinquan
    GENOMICS, 2020, 112 (01) : 332 - 345
  • [30] Gene network analysis reveals candidate genes related with the hair follicle development in sheep
    He, Junmin
    Zhao, Bingru
    Huang, Xixia
    Fu, Xuefeng
    Liu, Guifen
    Tian, Yuezhen
    Wu, Cuiling
    Mao, Jingyi
    Liu, Jing
    Gun, Shuangbao
    Tian, Kechuan
    BMC GENOMICS, 2022, 23 (01)