Genome biologyBioinformaticsPeer-reviewed journal article
memo-eQTL: DNA methylation modulated genetic variant effect on gene transcriptional regulation
Yong ZengiD, Rahi Jain, Magnus Lam, Musaddeque AhmediD, Haiyang GuoiD, Wenjie XuiD, Yuan ZhongiD, Wei XuiD, Housheng Hansen HeiD
Abstract
Expression quantitative trait locus (eQTL) analysis has become an important tool in understanding the link between genetic variants and gene expression, ultimately helping to bridge the gap between risk SNPs and associated diseases. Recently, we identified and validated a specific case where the methylation of a CpG site can affect the relationship between the genetic variant and gene expression. To systematically evaluate this regulatory mechanism, we developed an extended eQTL mapping method named DNA methylation modulated eQTL (memo-eQTL). We performed memo-eQTL mapping in 128 normal prostate samples and discovered 1,731 memo-eQTLs, a vast majority of which have not been reported as eQTLs. We found that the methylation of the memo-eQTL CpG sites can either enhance or insulate the interaction between SNP and Gene expression by altering CTCF-based chromatin 3D structure. This study demonstrated the prevalence of memo-eQTLs, which can enable the identification of novel causal genes for traits or diseases associated with genetic variations.
- organism: human
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: eQTL / molecular QTL mapping
- approach: statistical model
- Citations
- 22
- FWCI
- 2.04
- Field percentile
- top 12%
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