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DNA 甲基化和前列腺癌风险单核苷酸多态性对基因表达的顺式调控。

DNA methylation and cis-regulation of gene expression by prostate cancer risk SNPs.

机构信息

Division of Public Health Sciences, Fred Hutchison Cancer Research Center, Seattle, Washington, United States of America.

Department of Biostatistics, University of Washington School of Public Health, Seattle, Washington, United States of America.

出版信息

PLoS Genet. 2020 Mar 30;16(3):e1008667. doi: 10.1371/journal.pgen.1008667. eCollection 2020 Mar.

Abstract

Genome-wide association studies have identified more than 100 SNPs that increase the risk of prostate cancer (PrCa). We identify and compare expression quantitative trait loci (eQTLs) and CpG methylation quantitative trait loci (meQTLs) among 147 established PrCa risk SNPs in primary prostate tumors (n = 355 from a Seattle-based study and n = 495 from The Cancer Genome Atlas, TCGA) and tumor-adjacent, histologically benign samples (n = 471 from a Mayo Clinic study). The role of DNA methylation in eQTL regulation of gene expression was investigated by data triangulation using several causal inference approaches, including a proposed adaptation of the Causal Inference Test (CIT) for causal direction. Comparing eQTLs between tumors and benign samples, we show that 98 of the 147 risk SNPs were identified as eQTLs in the tumor-adjacent benign samples, and almost all 34 eQTL identified in tumor sets were also eQTLs in the benign samples. Three lines of results support the causal role of DNA methylation. First, nearly 100 of the 147 risk SNPs were identified as meQTLs in one tumor set, and almost all eQTLs in tumors were meQTLs. Second, the loss of eQTLs in tumors relative to benign samples was associated with altered DNA methylation. Third, among risk SNPs identified as both eQTLs and meQTLs, mediation analyses suggest that over two-thirds have evidence of a causal role for DNA methylation, mostly mediating genetic influence on gene expression. In summary, we provide a comprehensive catalog of eQTLs, meQTLs and putative cancer genes for known PrCa risk SNPs. We observe that a substantial portion of germline eQTL regulatory mechanisms are maintained in the tumor development, despite somatic alterations in tumor genome. Finally, our mediation analyses illuminate the likely intermediary role of CpG methylation in eQTL regulation of gene expression.

摘要

全基因组关联研究已经确定了 100 多个增加前列腺癌(PrCa)风险的 SNP。我们在原发性前列腺肿瘤(来自西雅图的研究的 355 例和癌症基因组图谱(TCGA)的 495 例)和肿瘤相邻、组织学良性样本(来自梅奥诊所的研究的 471 例)中鉴定并比较了 147 个已建立的 PrCa 风险 SNP 的表达数量性状基因座(eQTLs)和 CpG 甲基化数量性状基因座(meQTLs)。我们使用几种因果推理方法,包括对因果推理测试(CIT)的建议改编,通过数据三角化来研究 DNA 甲基化在基因表达的 eQTL 调控中的作用。通过比较肿瘤和良性样本之间的 eQTL,我们发现 147 个风险 SNP 中有 98 个在肿瘤相邻的良性样本中被鉴定为 eQTL,而在肿瘤组中鉴定的 34 个 eQTL 几乎也都是良性样本中的 eQTL。有三行结果支持 DNA 甲基化的因果作用。首先,在一个肿瘤组中,147 个风险 SNP 中有近 100 个被鉴定为 meQTL,而且肿瘤中的几乎所有 eQTL 也是 meQTL。其次,与良性样本相比,肿瘤中 eQTL 的丢失与 DNA 甲基化的改变有关。第三,在被鉴定为既是 eQTL 又是 meQTL 的风险 SNP 中,中介分析表明,超过三分之二的 SNP 有证据表明 DNA 甲基化具有因果作用,主要介导了遗传对基因表达的影响。总之,我们为已知的 PrCa 风险 SNP 提供了一个全面的 eQTL、meQTL 和潜在癌症基因目录。我们观察到,尽管肿瘤基因组中有体细胞改变,但种系 eQTL 调节机制在肿瘤发生发展中仍有很大一部分得以维持。最后,我们的中介分析阐明了 CpG 甲基化在 eQTL 调控基因表达中的中介作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/43c3/7145271/5045d38a6b76/pgen.1008667.g001.jpg

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