表达数量性状基因座
生物
数量性状位点
全基因组关联研究
遗传学
拟南芥
基因
背景(考古学)
基因座(遗传学)
遗传建筑学
计算生物学
单核苷酸多态性
基因型
突变体
古生物学
作者
Chaoqun Xu,Lingyu Song,Ying Zhou,Dongna Ma,Qiansu Ding,Ze‐Jun Guo,Jing Li,Shi‐Wei Song,Lu-Dan Zhang,Hai‐Lei Zheng
出处
期刊:Research Square - Research Square
日期:2023-01-13
标识
DOI:10.21203/rs.3.rs-2418982/v1
摘要
Abstract The functional interpretation of traits associated variants by expression quantitative trait loci (eQTL) analysis is usually performed in bulk tissue samples. While the regulation of gene expression is context-dependent, such as cell-type-specific manner. In this study, we estimated cell type abundances from 728 bulk tissue samples using single-cell RNA-sequencing dataset, and performed cis -eQTL mapping to identify cell-type interaction eQTL ( cis -eQTLs(ci)) in A. thaliana . Also, we performed Genome-wide association studies (GWAS) analyses for 999 accessions to identify the genetic basis of variations in A. thaliana leaf ionome. As a result, a total of 5,664 unique eQTL genes and 15,038 unique cis -eQTLs(ci) were significant. The majority (62.83%) of cis -eQTLs(ci) were cell-type-specific eQTLs. Using colocalization, we uncovered one interested gene AT2G25590 in Phloem cell, encoding a kind of plant Tudor-like protein with possible chromatin-associated functions, which colocalized with the most significant cis -eQTL(ci) of a Mo-related locus (Chr2:10908806:A:C; P = 3.27×10 -27 ). Furthermore, we prioritized eight target genes associated with AT2G25590, which were previously reported in regulating the concentration of Mo element in A. thaliana . This study revealed the genetic regulation of ionomic variations and provided a foundation for further studies on molecular mechanisms of genetic variants controlling the A. thaliana ionome.
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