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

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  • Zhangyuan Pan

    (University of California, Davis)

  • Yuelin Yao

    (MRC Human Genetics Unit at the Institute of Genetics and Molecular Medicine, The University of Edinburgh)

  • Hongwei Yin

    (Agricultural Genome Institute at Shenzhen, Chinese Academy of Agricultural Sciences)

  • Zexi Cai

    (Center for Quantitative Genetics and Genomics, Faculty of Technical Sciences, Aarhus University)

  • Ying Wang

    (University of California, Davis)

  • Lijing Bai

    (Agricultural Genome Institute at Shenzhen, Chinese Academy of Agricultural Sciences)

  • Colin Kern

    (University of California, Davis)

  • Michelle Halstead

    (University of California, Davis)

  • Ganrea Chanthavixay

    (University of California, Davis)

  • Nares Trakooljul

    (Leibniz-Institute for Farm Animal Biology)

  • Klaus Wimmers

    (Leibniz-Institute for Farm Animal Biology)

  • Goutam Sahana

    (Center for Quantitative Genetics and Genomics, Faculty of Technical Sciences, Aarhus University)

  • Guosheng Su

    (Center for Quantitative Genetics and Genomics, Faculty of Technical Sciences, Aarhus University)

  • Mogens Sandø Lund

    (Center for Quantitative Genetics and Genomics, Faculty of Technical Sciences, Aarhus University)

  • Merete Fredholm

    (Animal Genetics, Bioinformatics and Breeding, Department of Veterinary and Animal Sciences, University of Copenhagen)

  • Peter Karlskov-Mortensen

    (Animal Genetics, Bioinformatics and Breeding, Department of Veterinary and Animal Sciences, University of Copenhagen)

  • Catherine W. Ernst

    (Michigan State University)

  • Pablo Ross

    (University of California, Davis)

  • Christopher K. Tuggle

    (Iowa State University)

  • Lingzhao Fang

    (MRC Human Genetics Unit at the Institute of Genetics and Molecular Medicine, The University of Edinburgh)

  • Huaijun Zhou

    (University of California, Davis)

Abstract

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.

Suggested Citation

  • Zhangyuan Pan & Yuelin Yao & Hongwei Yin & Zexi Cai & Ying Wang & Lijing Bai & Colin Kern & Michelle Halstead & Ganrea Chanthavixay & Nares Trakooljul & Klaus Wimmers & Goutam Sahana & Guosheng Su & M, 2021. "Pig genome functional annotation enhances the biological interpretation of complex traits and human disease," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-26153-7
    DOI: 10.1038/s41467-021-26153-7
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    1. Jason Ernst & Pouya Kheradpour & Tarjei S. Mikkelsen & Noam Shoresh & Lucas D. Ward & Charles B. Epstein & Xiaolan Zhang & Li Wang & Robbyn Issner & Michael Coyne & Manching Ku & Timothy Durham & Mano, 2011. "Mapping and analysis of chromatin state dynamics in nine human cell types," Nature, Nature, vol. 473(7345), pages 43-49, May.
    2. David U. Gorkin & Iros Barozzi & Yuan Zhao & Yanxiao Zhang & Hui Huang & Ah Young Lee & Bin Li & Joshua Chiou & Andre Wildberg & Bo Ding & Bo Zhang & Mengchi Wang & J. Seth Strattan & Jean M. Davidson, 2020. "An atlas of dynamic chromatin landscapes in mouse fetal development," Nature, Nature, vol. 583(7818), pages 744-751, July.
    3. Yupeng He & Manoj Hariharan & David U. Gorkin & Diane E. Dickel & Chongyuan Luo & Rosa G. Castanon & Joseph R. Nery & Ah Young Lee & Yuan Zhao & Hui Huang & Brian A. Williams & Diane Trout & Henry Amr, 2020. "Spatiotemporal DNA methylome dynamics of the developing mouse fetus," Nature, Nature, vol. 583(7818), pages 752-759, July.
    4. David U. Gorkin & Iros Barozzi & Yuan Zhao & Yanxiao Zhang & Hui Huang & Ah Young Lee & Bin Li & Joshua Chiou & Andre Wildberg & Bo Ding & Bo Zhang & Mengchi Wang & J. Seth Strattan & Jean M. Davidson, 2020. "Author Correction: An atlas of dynamic chromatin landscapes in mouse fetal development," Nature, Nature, vol. 586(7831), pages 31-31, October.
    5. Carles A. Boix & Benjamin T. James & Yongjin P. Park & Wouter Meuleman & Manolis Kellis, 2021. "Regulatory genomic circuitry of human disease loci by integrative epigenomics," Nature, Nature, vol. 590(7845), pages 300-307, February.
    6. Colin Kern & Ying Wang & Xiaoqin Xu & Zhangyuan Pan & Michelle Halstead & Ganrea Chanthavixay & Perot Saelao & Susan Waters & Ruidong Xiang & Amanda Chamberlain & Ian Korf & Mary E. Delany & Hans H. C, 2021. "Functional annotations of three domestic animal genomes provide vital resources for comparative and agricultural research," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
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