Genetic effects on chromatin accessibility reveal the molecular mechanisms of complex traits in maize

染色质 生物 遗传学 进化生物学 计算生物学 基因
作者
Yongli Zhu,H.W. Ngan,Weilun Liu,Tao Zhu,Wenqiang Li,Yingjie Xiao,Zhuo Lin,Dijun Chen,Xiaoyu Tu,Kang Gao,Jianbing Yan,Silin Zhong,Ning Yang
出处
期刊:Plant Journal [Wiley]
卷期号:123 (4): e70437-e70437
标识
DOI:10.1111/tpj.70437
摘要

SUMMARY Cis ‐regulatory elements (CREs) are critical for modulating gene expression and phenotypic diversity in maize. While genome‐wide association study (GWAS) hits and expression quantitative trait loci (eQTLs) are often enriched in CREs, their molecular mechanisms remain poorly understood. Characterizing CREs within accessible chromatin regions (ACRs) offers a powerful approach to link noncoding variants to chromatin structure alterations and phenotypic variation. Here, we generated ATAC‐seq profiles from seedling leaves of 214 maize inbred lines, identifying 82 174 consensus ACRs. Notably, 39.55% of these ACRs exhibited significant population‐wide chromatin accessibility variation. By mapping chromatin accessibility quantitative trait loci (caQTLs), we discovered 27 004 loci, including 1398 predicted to disrupt transcription factor (TF)‐binding sites. Integration with multi‐omics data revealed 7405 caACR‐target gene pairs and linked 56 caACRs to GWAS signals for 51 agronomic traits, with significant enrichment in flowering‐related pathways. Functional candidates such as ZmZIM30 – putatively regulated by caACRs – emerged as key regulators of flowering time. At the fad7 locus associated with linolenic acid content, allelic variants overlapping a caQTL showed differential chromatin accessibility. Our study provides a high‐resolution cis ‐elements of maize leaves, deciphers the genetic basis of chromatin accessibility variation, and bridges noncoding caQTLs to molecular mechanisms underlying GWAS hits.
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