Comprehensive transcriptome and methylome analysis delineates the biological basis of hair follicle development and wool-related traits in Merino sheep

文献类型: 外文期刊

第一作者: Zhao, Bingru

作者: Zhao, Bingru;Luo, Hanpeng;Chen, Siqian;Liu, Shuli;Zhang, Shengli;He, Junmin;Fu, Xuefeng;Tian, Yuezhen;Huang, Xixia;Zeng, Weidan;Li, Cong-jun;Liu, George E.;Fang, Lingzhao;Tian, Kechuan

作者机构:

关键词: Developmental stage; DNA methylation; Genome-wide association study; Hair follicle morphogenesis; Sheep; Transcriptome

期刊名称:BMC BIOLOGY ( 影响因子:7.431; 五年影响因子:8.182 )

ISSN:

年卷期: 2021 年 19 卷 1 期

页码:

收录情况: SCI

摘要: Background Characterization of the molecular mechanisms underlying hair follicle development is of paramount importance in the genetic improvement of wool-related traits in sheep and skin-related traits in humans. The Merino is the most important breed of fine-wooled sheep in the world. In this study, we systematically investigated the complexity of sheep hair follicle development by integrating transcriptome and methylome datasets from Merino sheep skin. Results We analysed 72 sequence datasets, including DNA methylome and the whole transcriptome of four gene types, i.e. protein-coding genes (PCGs), lncRNAs, circRNAs, and miRNAs, across four embryonic days (E65, E85, E105, and E135) and two postnatal days (P7 and P30) from the skin tissue of 18 Merino sheep. We revealed distinct expression profiles of these four gene types across six hair follicle developmental stages, and demonstrated their complex interactions with DNA methylation. PCGs with stage-specific expression or regulated by stage-specific lncRNAs, circRNAs, and miRNAs were significantly enriched in epithelial differentiation and hair follicle morphogenesis. Regulatory network and gene co-expression analyses identified key transcripts controlling hair follicle development. We further predicted transcriptional factors (e.g. KLF4, LEF1, HOXC13, RBPJ, VDR, RARA, and STAT3) with stage-specific involvement in hair follicle morphogenesis. Through integrating these stage-specific genomic features with results from genome-wide association studies (GWAS) of five wool-related traits in 7135 Merino sheep, we detected developmental stages and genes that were relevant with wool-related traits in sheep. For instance, genes that were specifically upregulated at E105 were significantly associated with most of wool-related traits. A phenome-wide association study (PheWAS) demonstrated that candidate genes of wool-related traits (e.g. SPHK1, GHR, PPP1R27, CSRP2, EEF1A2, and PTPN1) in sheep were also significantly associated with dermatological, metabolic, and immune traits in humans. Conclusions Our study provides novel insights into the molecular basis of hair follicle morphogenesis and will serve as a foundation to improve breeding for wool traits in sheep. It also indicates the importance of studying gene expression in the normal development of organs in understanding the genetic architecture of economically important traits in livestock. The datasets generated here are useful resources for functionally annotating the sheep genome, and for elucidating early skin development in mammals, including humans.

分类号:

  • 相关文献
作者其他论文 更多>>
  • Effects of rumen metabolite butyric acid on bovine skeletal muscle satellite cells proliferation, apoptosis and transcriptional states during myogenic differentiation

    作者:Wang, Xiao-Wei;Ding, Yan-Ling;Li, Cheng-Long;Shi, Yuan-Gang;Kang, Xiao-Long;Wang, Xiao-Wei;Ma, Qing;Liu, George E.;Li, Cong-Jun

    关键词:Butyrate; Bovine skeletal muscle satellite cells; Proliferation; Differentiation; Apoptosis; Differentially expressed genes

  • Complete Genomic Landscape Reveals Hidden Evolutionary History and Selection Signature in Asian Water Buffaloes (Bubalus bubalis)

    作者:Si, Jingfang;Dai, Dongmei;Dhakal, Aashish;Omar, Abdullah Ibne;Zhang, Yi;Gorkhali, Neena Amatya;Sapkota, Saroj;Wang, Mingshan;Wang, Sheng;Wu, Dong-Dong;Kadel, Ram Chandra;Sadaula, Amir;Faruque, Md Omar;Sari, Eka Meutia;Ashari, Hidayat;Dagong, Muhammad Ihsan Andi;Yindee, Marnoch;Rushdi, Hossam E.;Amin, Ahmed;Radwan, Mohamed A.;Elregalaty, Hussein;Pham, Lan Doan;Hulugalla, W. M. M. P.;Silva, G. L. L. Pradeepa;Zheng, Wei;Mansoor, Shahid;Ali, Muhammad Basil;Mansoor, Shahid;Vahidi, Farhad;Al-Bayatti, Sahar Ahmed;Pauciullo, Alfredo;Lenstra, Johannes A.;Barker, J. Stuart F.;Fang, Lingzhao;Han, Jianlin

    关键词:buffalo; CSN2; MC1R; population genomics; selection; single-cell RNA-seq

  • Genetic advancements and future directions in ruminant livestock breeding: from reference genomes to multiomics innovations

    作者:Xu, Songsong;Liu, Jiaxin;Feng, Xueyan;Yu, Yi;Yang, Ji;Wang, Yachun;Yu, Ying;Li, Menghua;Xu, Songsong;Liu, Jiaxin;Feng, Xueyan;Yu, Yi;Yang, Ji;Wang, Yachun;Yu, Ying;Li, Menghua;Xu, Songsong;Liu, Jiaxin;Feng, Xueyan;Yu, Yi;Yang, Ji;Wang, Yachun;Yu, Ying;Li, Menghua;Akhatayeva, Zhanerke;Badaoui, Bouabid;Esmailizadeh, Ali;Kantanen, Juha;Amills, Marcel;Amills, Marcel;Lenstra, Johannes A.;Johansson, Anna M.;Coltman, David W.;Coltman, David W.;Liu, George E.;Curik, Ino;Curik, Ino;Orozco-terWengel, Pablo;Paiva, Samuel R.;Zinovieva, Natalia A.;Zhang, Linwei;Liu, Zhihong;Li, Menghua

    关键词:ruminant livestock; genomics; domestication; genetic improvement

  • A resource of longitudinal RNA-seq data of Holstein cow rumen, duodenum, and colon epithelial cells during the lactation cycle

    作者:Gao, Yahui;Liu, George E.;Li, Cong-jun;Baldwin, Ransom L.;Gao, Yahui;Ma, Li;Gao, Yahui

    关键词:Holstein cattle; Gene expression; Gastrointestinal tract tissues; Lactation; Functional genome; Molecular genetics

  • Integrating large-scale meta-GWAS and PigGTEx resources to decipher the genetic basis of 232 complex traits in pigs

    作者:Xu, Zhiting;Lin, Qing;Cai, Xiaodian;Zhong, Zhanming;Teng, Jinyan;Zeng, Haonan;Gao, Yahui;Wei, Chen;Zhou, Jun;Zhang, Wenjing;Zhang, Xiaoke;Shi, Shaolei;Wu, Jun;Diao, Shuqi;Liu, Yuqiang;Pan, Xiangchun;Feng, Xueyan;Liu, Ruiqi;Su, Zhanqin;Chang, Chengjie;Zhu, Qianghui;Wu, Yuwei;Zhang, Hao;Yuan, Xiaolong;Li, Jiaqi;Zhang, Zhe;Li, Bingjie;Gao, Yahui;Liu, George E.;Gao, Yahui;Ma, Li;Cai, Zexi;Bai, Zhonghao;Su, Guosheng;Sahana, Goutam;Lund, Mogens Sando;Fang, Lingzhao;Wang, Xiaoqing;Shi, Liangyu;Zhao, Fuping;Wang, Xue;Wang, Yi;Zhang, Zipeng;Ding, Xiangdong;Lin, Yu;Tang, Guoqing;Li, Mingzhou;Li, Xuewei;Liu, Shuli;Yin, Hongwei;Bai, Lijing;Li, Kui;Zhou, Zhongyin;Wang, Qishan;Pan, Yuchun;Xu, Zhong;Peng, Xianwen;Mei, Shuqi;Mo, Delin;Liu, Xiaohong;Chen, Yaosheng;Liu, Yang;Xiang, Ruidong;Xiang, Ruidong;Shen, Xia;Shen, Xia;Shen, Xia;Li, Pinghua;Huang, Ruihua;Li, Pinghua;Huang, Ruihua;Ballester, Maria;Crespo-Piazuelo, Daniel;Amills, Marcel;Clop, Alex;Amills, Marcel;Karlskov-Mortensen, Peter;Fredholm, Merete;Zhang, Qin;Zhao, Yunxiang

    关键词:pig; meta-GWAS; PigGTEx; molQTL; complex traits

  • A multi-tissue and -breed catalogue of chromatin conformations and their implications in gene regulation in pigs

    作者:Yin, Hongwei;Zhao, Qianyi;Yang, Liu;Yi, Guoqiang;Yao, Wenye;Bai, Lijing;Fang, Lingzhao;Yao, Wenye

    关键词:Pig; TADs; Gene expression; Biological functions

  • Multi-dimensional annotation of porcine variants using genomic and epigenomic features in pigs

    作者:Yin, Hongwei;Yang, Liu;Zhao, Qianyi;Yao, Wenye;Bai, Lijing;Li, Kui;Fang, Lingzhao;Yao, Wenye;Groenen, Martien A. M.;Madsen, Ole;Teng, Jinyan;Gao, Yahui;Xu, Zhiting;Lin, Qing;Diao, Shuqi;Li, Jiaqi;Zhang, Zhe;Zhou, Huaijun;Guan, Dailu;Liu, Xiaohong;Zhao, Fuping;Zhou, Zhongyin;Wang, Qishan

    关键词:Genomic variants; Gene expression and splicing; Complex traits; Non-coding regions; Epigenome