生物
喙
候选基因
遗传学
全基因组关联研究
单核苷酸多态性
基因座(遗传学)
遗传关联
数量性状位点
疾病基因鉴定
遗传连锁
表型
遗传变异
进化生物学
遗传分析
纯合性运行
基因定位
基因
混合的
关联映射
遗传建筑学
基因型
作者
Jingjing Qi,Qian Hu,Yang Xi,Yang Zhao,Mengru Xu,Liang Li,Lili Bai,Hehe Liu
摘要
The beak bean, found only in waterfowl and Galliformes, aids in foraging, self-defense and pecking hard objects. Its rich coloration results from prolonged evolutionary adaptation. This study analyzed beak bean phenotypes of duck at 10, 20, 30 and 40 days of age, revealing that the most common type is the black beak bean, characterized by melanin deposition on the beak surface. This study performed single nucleotide polymorphism (SNP)-based genome-wide association studies (GWASs) to investigate the genetic basis of beak bean color, identifying signals on chromosome 1. The copy number variation region-based GWAS revealed a consistent candidate region overlapping with the SNP-based GWAS signals, further supporting the importance of this genomic region. Locus zoom analysis further refined the candidate regions to 48.5-50.5 and 50.8-52.8 Mb. Functional enrichment analysis highlighted six candidate genes within these regions: KITLG, DUSP6, GALNT4, MGAT4C, ATP2B1 and NTS. Notably, KITLG and DUSP6, which are linked to melanin production, were identified as key candidate genes for beak bean color. Our finding revealed the genetic basis of the bean color traits for the first time in ducks, providing a theoretical foundation and technological framework for enhancing duck beak coloration.
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