Oslo Centre for Biostatistics and Epidemiology, Division for Research Support, Oslo University Hospital, Oslo, Norway.
Department of Mathematics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway.
Sci Rep. 2022 Aug 20;12(1):14200. doi: 10.1038/s41598-022-18585-y.
The prognosis of cutaneous melanoma depends on early detection, and good biomarkers for melanoma risk may provide a valuable tool to detect melanoma development at a pre-clinical stage. By studying the epigenetic profile in pre-diagnostic blood samples of melanoma cases and cancer free controls, we aimed to identify DNA methylation sites conferring melanoma risk. DNA methylation was measured at 775,528 CpG sites using the Illumina EPIC array in whole blood in incident melanoma cases (n = 183) and matched cancer-free controls (n = 183) in the Norwegian Women and Cancer cohort. Phenotypic information and ultraviolet radiation exposure were obtained from questionnaires. Epigenome wide association (EWAS) was analyzed in future melanoma cases and controls with conditional logistic regression, with correction for multiple testing using the false discovery rate (FDR). We extended the analysis by including a public data set on melanoma (GSE120878), and combining these different data sets using a version of covariate modulated FDR (AdaPT). The analysis on future melanoma cases and controls did not identify any genome wide significant CpG sites (0.85 ≤ p ≤ 0.99). In the restricted AdaPT analysis, 7 CpG sites were suggestive at the FDR level of 0.15. These CpG sites may potentially be used as pre-diagnostic biomarkers of melanoma risk.
皮肤黑色素瘤的预后取决于早期发现,而用于评估黑色素瘤风险的良好生物标志物可能为在临床前阶段检测黑色素瘤的发展提供有价值的工具。通过研究黑色素瘤病例和无癌症对照者的预诊断血样中的表观遗传特征,我们旨在确定赋予黑色素瘤风险的 DNA 甲基化位点。在挪威妇女与癌症队列中,使用全血中的 Illumina EPIC 阵列测量了 775528 个 CpG 位点的 DNA 甲基化,该队列中包含了 183 例新发病例黑色素瘤患者和 183 例匹配的无癌症对照者。表型信息和紫外线辐射暴露情况是通过问卷获得的。使用条件逻辑回归对未来的黑色素瘤病例和对照者进行表观基因组全关联分析 (EWAS),并使用错误发现率 (FDR) 对多测试进行校正。我们通过包含一个关于黑色素瘤的公共数据集 (GSE120878) 扩展了分析,并使用一种经过修正的协变量调节 FDR (AdaPT) 方法将这些不同的数据集中的数据进行组合。对未来的黑色素瘤病例和对照者的分析未鉴定出任何具有基因组显著意义的 CpG 位点 (0.85≤p≤0.99)。在受限的 AdaPT 分析中,有 7 个 CpG 位点在 FDR 水平为 0.15 时具有提示意义。这些 CpG 位点可能潜在地用作黑色素瘤风险的预诊断生物标志物。