Department of Public Health Sciences, University of Chicago, Chicago, Illinois.
Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.
Cancer Epidemiol Biomarkers Prev. 2024 Apr 3;33(4):557-566. doi: 10.1158/1055-9965.EPI-23-0849.
American men of African ancestry (AA) have higher prostate cancer incidence and mortality rates compared with American men of European ancestry (EA). Differences in genetic susceptibility mechanisms may contribute to this disparity.
To gain insights into the regulatory mechanisms of prostate cancer susceptibility variants, we tested the association between SNPs and DNA methylation (DNAm) at nearby CpG sites across the genome in benign and cancer prostate tissue from 74 AA and 74 EA men. Genome-wide SNP data (from benign tissue) and DNAm were generated using Illumina arrays.
Among AA men, we identified 6,298 and 2,641 cis-methylation QTLs (meQTL; FDR of 0.05) in benign and tumor tissue, respectively, with 6,960 and 1,700 detected in EA men. We leveraged genome-wide association study (GWAS) summary statistics to identify previously reported prostate cancer GWAS signals likely to share a common causal variant with a detected meQTL. We identified nine GWAS-meQTL pairs with strong evidence of colocalization (four in EA benign, three in EA tumor, two in AA benign, and three in AA tumor). Among these colocalized GWAS-meQTL pairs, we identified colocalizing expression quantitative trait loci (eQTL) impacting four eGenes with known roles in tumorigenesis.
These findings highlight epigenetic regulatory mechanisms by which prostate cancer-risk SNPs can modify local DNAm and/or gene expression in prostate tissue.
Overall, our findings showed general consistency in the meQTL landscape of AA and EA men, but meQTLs often differ by tissue type (normal vs. cancer). Ancestry-based linkage disequilibrium differences and lack of AA representation in GWAS decrease statistical power to detect colocalization for some regions.
与欧洲裔美国人(EA)相比,非裔美国人(AA)的前列腺癌发病率和死亡率更高。遗传易感性机制的差异可能导致这种差异。
为了深入了解前列腺癌易感性变异的调控机制,我们在 74 名 AA 男性和 74 名 EA 男性的良性和癌组织中测试了 SNP 与全基因组附近 CpG 位点 DNA 甲基化(DNAm)之间的关联。使用 Illumina 阵列生成全基因组 SNP 数据(来自良性组织)和 DNAm。
在 AA 男性中,我们分别在良性和肿瘤组织中鉴定出 6,298 个和 2,641 个顺式甲基化 QTL(meQTL;FDR 为 0.05),而在 EA 男性中分别检测到 6,960 个和 1,700 个。我们利用全基因组关联研究(GWAS)汇总统计数据来识别以前报道的与检测到的 meQTL 具有共同因果变异的前列腺癌 GWAS 信号。我们鉴定出 9 个具有强烈共定位证据的 GWAS-meQTL 对(4 个在 EA 良性,3 个在 EA 肿瘤,2 个在 AA 良性,3 个在 AA 肿瘤)。在这些共定位的 GWAS-meQTL 对中,我们鉴定出了影响四个已知在肿瘤发生中具有作用的 eGenes 的共定位表达数量性状基因座(eQTL)。
这些发现强调了前列腺癌风险 SNP 可以修饰前列腺组织中局部 DNAm 和/或基因表达的表观遗传调控机制。
总的来说,我们的研究结果表明 AA 和 EA 男性的 meQTL 图谱具有总体一致性,但 meQTL 通常因组织类型(正常与癌症)而异。基于祖源的连锁不平衡差异和 GWAS 中缺乏 AA 代表性降低了某些区域共定位检测的统计能力。