Annotation and assessment of functional variants in livestock through epigenomic data

表观遗传学 注释 牲畜 生物 计算生物学 计算机科学 遗传学 生态学 基因表达 基因 DNA甲基化
作者
Ruixian Ma,Renzhuo Kuang,Jingcheng Zhang,Jiahao Sun,Yueyuan Xu,Xinbo Zhou,Zheyu Han,Mingyang Hu,Daoyuan Wang,Yuhua Fu,Yong Zhang,Xinyun Li,Mengjin Zhu,Shuhong Zhao,Tao Xiang,Mengwei Shi,Yunxia Zhao
出处
期刊:Journal of Genetics and Genomics [Elsevier BV]
标识
DOI:10.1016/j.jgg.2025.03.013
摘要

Understanding genetic variant functionality is essential for advancing animal genomics and precision breeding. However, the lack of comprehensive functional genomic annotations in animals limits the effectiveness of most variant function assessment methods. In this study, we gather 1030 raw epigenomic datasets from 10 farm animal species and systematically annotate 7 types of key regulatory regions, creating a comprehensive functional annotation map of animal genomic variants. Our findings demonstrate that integrating variants with regulatory annotations can identify tissues and cell types underlying economic traits, underscoring the utility of these annotations in functional variant discovery. Using our functional annotations, we rank the functional potential of genetic variants and classify over 127 million candidate variants into 5 functional confidence categories, with high-confidence variants significantly enriched in eQTLs and trait-associated SNPs. Incorporating these variants into genomic prediction models can improve estimated breeding value (EBV) accuracy, demonstrating their practical utility in breeding programs. To facilitate the use of our results, we develop the Integrated Functional Mutation (IFmut: http://www.ifmutants.com:8212) platform, enabling researchers to explore regulatory annotations and assess the functional potential of animal variants efficiently. Our study provides a robust framework for functional genomic annotations in farm animals, enhancing variant function assessment and breeding precision.
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