bioRxivGenomicsPreprint
Multi-omics analysis reveals signatures of selection and loci associated with complex traits in pigs
Guoqiang YiiD, Lei LiuiD, Yilong YaoiD, Yuwen LiuiD, Jiang Li, Yalan YangiD, Lingzhao FangiD, Delin MoiD, Longchao ZhangiD, Yonggang LiuiD, Yongchao NiuiD, Liyuan WangiD, Xiaolu QuiD, Zhangyuan PaniD, Lei WangiD, Muya Chen, Xinhao FaniD, Yun CheniD, Yongsheng ZhangiD, Xingzheng LiiD, Zhen WangiD, Yijie TangiD, Hetian Huang, Pengxiang Yuan, Yuying LiaoiD, , Zhonglin TangiD
Abstract
Selection signatures that contribute to phenotypic diversity, especially morphogenesis in pigs, remain to be further elucidated. To reveal the regulatory role of genetic variations in phenotypic differences between Eastern and Western pig breeds, we performed a systematic analysis based on seven high-quality de novo assembled genomes, 1,081 resequencing data representing 78 domestic breeds, 162 methylomes, and 162 transcriptomes of skeletal muscle from Tongcheng (Eastern) and Landrace (Western) pigs at 27 developmental stages. Selective sweep uncovers different genetic architectures behind divergent selection directions for the Eastern and Western breeds. Notably, two loci showed functional alterations by almost fixed missense mutations. By integrating time-course transcriptome and methylome, we revealed differences in developmental timing during myogenesis between Eastern and Western breeds. Genetic variants under artificial selection have critical regulatory effects on progression patterns of heterochronic genes like GHSR and BDH1, by the interaction of local DNA methylation status, particularly during embryonic development. Altogether, our work not only provides valuable resources for understanding pig complex traits, but also contributes to human biomedical research.
- organism: plant (other)
- assay: DNA methylation
- assay: whole-genome sequencing
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- Citations
- 5
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