Pig genome functional annotation enhances the biological interpretation of complex traits and human disease

被引:116
作者
Pan, Zhangyuan [1 ]
Yao, Yuelin [2 ]
Yin, Hongwei [3 ]
Cai, Zexi [4 ]
Wang, Ying [1 ]
Bai, Lijing [3 ]
Kern, Colin [1 ]
Halstead, Michelle [1 ]
Chanthavixay, Ganrea [1 ]
Trakooljul, Nares [5 ]
Wimmers, Klaus [5 ]
Sahana, Goutam [4 ]
Su, Guosheng [4 ]
Lund, Mogens SandO [4 ]
Fredholm, Merete [6 ]
Karlskov-Mortensen, Peter [6 ]
Ernst, Catherine W. [7 ]
Ross, Pablo [1 ]
Tuggle, Christopher K. [8 ]
Fang, Lingzhao [2 ]
Zhou, Huaijun [1 ]
机构
[1] Univ Calif Davis, Dept Anim Sci, Davis, CA 95616 USA
[2] Univ Edinburgh, MRC Human Genet Unit, Inst Genet & Mol Med, Edinburgh EH4 2XU, Midlothian, Scotland
[3] Chinese Acad Agr Sci, Agr Genome Inst Shenzhen, Shenzhen 518120, Peoples R China
[4] Aarhus Univ, Fac Tech Sci, Ctr Quantitat Genet & Genom, DK-8300 Tjele, Denmark
[5] Leibniz Inst Farm Anim Biol, Dummerstorf, Germany
[6] Univ Copenhagen, Anim Genet Bioinformat & Breeding, Dept Vet & Anim Sci, DK-1870 Frederikgsberg C, Denmark
[7] Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
[8] Iowa State Univ, Dept Anim Sci, Ames, IA USA
基金
美国食品与农业研究所;
关键词
INTEGRATIVE ANALYSIS; DNA ELEMENTS; MODEL; IDENTIFICATION; MOUSE; HERITABILITY; CONSERVATION; ENCYCLOPEDIA; LANDSCAPES; PROTEOMICS;
D O I
10.1038/s41467-021-26153-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The functional annotation of livestock genomes is crucial for understanding the molecular mechanisms that underpin complex traits of economic importance, adaptive evolution and comparative genomics. Here, we provide the most comprehensive catalogue to date of regulatory elements in the pig (Sus scrofa) by integrating 223 epigenomic and transcriptomic data sets, representing 14 biologically important tissues. We systematically describe the dynamic epigenetic landscape across tissues by functionally annotating 15 different chromatin states and defining their tissue-specific regulatory activities. We demonstrate that genomic variants associated with complex traits and adaptive evolution in pig are significantly enriched in active promoters and enhancers. Furthermore, we reveal distinct tissue-specific regulatory selection between Asian and European pig domestication processes. Compared with human and mouse epigenomes, we show that porcine regulatory elements are more conserved in DNA sequence, under both rapid and slow evolution, than those under neutral evolution across pig, mouse, and human. Finally, we provide biological insights on tissue-specific regulatory conservation, and by integrating 47 human genome-wide association studies, we demonstrate that, depending on the traits, mouse or pig might be more appropriate biomedical models for different complex traits and diseases. Annotating functional elements of the genome helps the interpretation of genetic variation. Here, the authors compile functional genomics data for the pig genome over 14 tissues with 15 different chromatin states, integrate the data with WGS and GWAS data, and compare conservation of regulatory elements across mouse and human tissues.
引用
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页数:15
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