1. A compendium of genetic regulatory effects across pig tissues
- Author
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Lingzhao Fang, Jinyan Teng, Yahui Gao, Hongwei Yin, Zhonghao Bai, Shuli Liu, Haonan Zeng, Lijing Bai, Zexi Cai, Bingru Zhao, Xiujin Li, Zhiting Xu, Qing Lin, Zhangyuan Pan, Wenjing Yang, Xiaoshan Yu, Dailu Guan, Yali Hou, Brittney Keel, Gary Rohrer, Amanda Lindholm-Perry, William Oliver, Maria Ballester, Daniel Crespo-Piazuelo, Raquel Quintanilla, Oriol Canela-Xandri, Konrad Rawlik, Charley Xia, Yuelin Yao, Qianyi Zhao, Wenye Yao, Liu Yang, Houcheng Li, Huicong Zhang, Wang Liao, Tianshuo Chen, Peter Karlskov-Mortensen, Merete Fredholm, Marcel Amills, Alex Clop, Elisabetta Giuffra, Jun Wu, Xiaodian Cai, Shuqi Diao, Xiangchun Pan, Chen Wei, Jinghui Li, Hao Cheng, Sheng Wang, Guosheng Su, Goutam Sahana, Mogens Lund, Jack Dekkers, Luke Kramer, Christopher Tuggle, Ryan Corbett, Martien A.M. Groenen, Ole Madsen, Marta Gòdia, Dominique Rocha, Mathieu Charles, Cong-jun Li, Hubert Pausch, Xiaoxiang Hu, Laurent Frantz, Yonglun Luo, Lin Lin, Zhong-Yin Zhou, Zhe Zhang, Zitao Chen, Leilei Cui, Ruidong Xiang, Xia Shen, Pinghua Li, Ruihua Huang, Guoqing Tang, Mingzhou Li, Yunxiang Zhao, Guoqiang Yi, Zhonglin Tang, Jicai Jiang, Fuping Zhao, Xiaolong Yuan, Xiaohong Liu, Yaosheng Chen, Xuewen Xu, Shuhong Zhao, Pengju Zhao, Chris Haley, Huaijun Zhou, Qishan Wang, Yuchun Pan, Xiangdong Ding, Li Ma, Jiaqi Li, Pau Navarro, Qin Zhang, Bingjie Li, Albert Tenesa, Kui Li, and George Liu
- Abstract
The Farm animal Genotype-Tissue Expression (FarmGTEx, https://www.farmgtex.org/) project has been established to develop a comprehensive public resource of genetic regulatory variants in domestic animal species, which is essential for linking genetic polymorphisms to variation in phenotypes, helping fundamental biology discovery and exploitation in animal breeding and human biomedicine. Here we present results from the pilot phase of PigGTEx (http://piggtex.farmgtex.org/), where we processed 9,530 RNA-sequencing and 1,602 whole-genome sequencing samples from pigs. We build a pig genotype imputation panel, characterize the transcriptional landscape across over 100 tissues, and associate millions of genetic variants with five types of transcriptomic phenotypes in 34 tissues. We study interactions between genotype and breed/cell type, evaluate tissue specificity of regulatory effects, and elucidate the molecular mechanisms of their action using multi-omics data. Leveraging this resource, we decipher regulatory mechanisms underlying about 80% of the genetic associations for 207 pig complex phenotypes, and demonstrate the similarity of pigs to humans in gene expression and the genetic regulation behind complex phenotypes, corroborating the importance of pigs as a human biomedical model.
- Published
- 2022
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