Genetic regulation of gene expression across multiple tissues in chickens.

Dailu Guan; Zhonghao Bai; Xiaoning Zhu; Conghao Zhong; Yali Hou; Di Zhu; ; Houcheng Li; Fangren Lan; Shuqi Diao; Yuelin Yao; Bingru Zhao; Xiaochang Li; Zhangyuan Pan; Yahui Gao; Yuzhe Wang; Dong Zou; Ruizhen Wang; Tianyi Xu; Congjiao Sun; Hongwei Yin; Jinyan Teng; Zhiting Xu; Qing Lin; Shourong Shi; Dan Shao; Fabien Degalez; Sandrine Lagarrigue; Ying Wang; Mingshan Wang; Minsheng Peng; Dominique Rocha; Mathieu Charles; Jacqueline Smith; Kellie Watson; Albert Johannes Buitenhuis; Goutam Sahana; Mogens Sandø Lund; Wesley Warren; Laurent Frantz; Greger Larson; Susan J Lamont; Wei Si; Xin Zhao; Bingjie Li; Haihan Zhang; Chenglong Luo; Dingming Shu; Hao Qu; Wei Luo; Zhenhui Li; Qinghua Nie; Xiquan Zhang; Ruidong Xiang; Shuli Liu; Zhe Zhang; Zhang Zhang; George E Liu; Hans Cheng; Ning Yang; Xiaoxiang Hu; Huaijun Zhou; Lingzhao Fang
Abstract
The chicken is a valuable model for understanding fundamental biology and vertebrate evolution and is a major global source of nutrient-dense and lean protein. Despite being the first non-mammalian amniote to have its genome sequenced, a systematic characterization of functional variation on the chicken genome remains lacking. Here, we integrated bulk RNA sequencing (RNA-seq) data from 7,015 samples, single-cell RNA-seq data from 127,598 cells and 2,869 whole-genome sequences to present a pilot atlas of regulatory variants across 28 chicken tissues. This atlas reveals millions of regulatory effects on primary expression (protein-coding genes, long non-coding RNA and exons) and post-transcriptional modifications (alternative splicing and 3'-untranslated region alternative polyadenylation). We highlighted distinct molecular mechanisms underlying these regulatory variants, their context-dependent behavior and their utility in interpreting genome-wide associations for 39 chicken complex traits. Finally, our comparative analyses of gene regulation between chickens and mammals demonstrate how this resource can facilitate cross-species gene mapping of complex traits.
Journal NATURE GENETICS
ISSN 1546-1718
Published 08 Apr 2025
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DOI 10.1038/s41588-025-02155-9
Type Journal Article
Sponsorship