Comprehensive Analyses of 723 Transcriptomes Enhance Genetic and Biological Interpretations for Complex Traits in Cattle
Downloaded from genome.cshlp.org on October 3, 2021 - Published by Cold Spring Harbor Laboratory Press Resource Comprehensive analyses of 723 transcriptomes enhance genetic and biological interpretations for complex traits in cattle Lingzhao Fang,1,2,3,4,8 Wentao Cai,2,5,8 Shuli Liu,1,5,8 Oriol Canela-Xandri,3,4,8 Yahui Gao,1,2 Jicai Jiang,2 Konrad Rawlik,3 Bingjie Li,1 Steven G. Schroeder,1 Benjamin D. Rosen,1 Cong-jun Li,1 Tad S. Sonstegard,6 Leeson J. Alexander,7 Curtis P. Van Tassell,1 Paul M. VanRaden,1 John B. Cole,1 Ying Yu,5 Shengli Zhang,5 Albert Tenesa,3,4 Li Ma,2 and George E. Liu1 1Animal Genomics and Improvement Laboratory, Henry A. Wallace Beltsville Agricultural Research Center, Agricultural Research Service, USDA, Beltsville, Maryland 20705, USA; 2Department of Animal and Avian Sciences, University of Maryland, College Park, Maryland 20742, USA; 3The Roslin Institute, Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Midlothian EH25 9RG, United Kingdom; 4Medical Research Council Human Genetics Unit at the Medical Research Council Institute of Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh EH4 2XU, United Kingdom; 5College of Animal Science and Technology, China Agricultural University, Beijing 100193, China; 6Acceligen, Eagan, Minnesota 55121, USA; 7Fort Keogh Livestock and Range Research Laboratory, Agricultural Research Service, USDA, Miles City, Montana 59301, USA By uniformly analyzing 723 RNA-seq data from 91 tissues and cell types, we built a comprehensive gene atlas and studied tissue specificity of genes in cattle. We demonstrated that tissue-specific genes significantly reflected the tissue-relevant biol- ogy, showing distinct promoter methylation and evolution patterns (e.g., brain-specific genes evolve slowest, whereas testis- specific genes evolve fastest).
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