Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Epigenetics. 2024 Dec;19(1):2308920. doi: 10.1080/15592294.2024.2308920. Epub 2024 Mar 25.
Accurately identifying life-threatening prostate cancer (PCa) at time of diagnosis remains an unsolved problem. We evaluated whether DNA methylation status of selected candidate genes can predict the risk of metastasis beyond clinical risk factors in men with untreated PCa. A nested case-control study was conducted among men diagnosed with localized PCa at Kaiser Permanente California between 01/01/1997-12/31/2006 who did not receive curative treatments. Cases were those who developed metastasis within 10 years from diagnosis. Controls were selected using density sampling. Ninety-eight candidate genes were selected from functional categories of cell cycle control, metastasis/tumour suppressors, cell signalling, cell adhesion/motility/invasion, angiogenesis, and immune function, and 41 from pluripotency genes. Cancer DNA from diagnostic biopsy blocks were extracted and analysed. Associations of methylation status were assessed using CpG site level and principal components-based analysis in conditional logistic regressions. In 215 cases and 404 controls, 27 candidate genes were found to be statistically significant in at least one of the two analytical approaches. The agreement between the methods was 25.9% (7 candidate genes, including 2 pluripotency markers). The DNA methylation status of several candidate genes was significantly associated with risk of metastasis in untreated localized PCa patients. These findings may inform future risk prediction models for PCa metastasis beyond clinical characteristics.
在诊断时准确识别危及生命的前列腺癌(PCa)仍然是一个未解决的问题。我们评估了在未接受治疗的 PCa 男性中,选定候选基因的 DNA 甲基化状态是否可以预测超出临床危险因素的转移风险。在 1997 年 1 月 1 日至 2006 年 12 月 31 日期间在 Kaiser Permanente California 诊断为局限性 PCa 且未接受根治性治疗的男性中进行了巢式病例对照研究。病例是指在诊断后 10 年内发生转移的患者。对照是使用密度抽样选择的。从细胞周期控制、转移/肿瘤抑制因子、细胞信号转导、细胞黏附/运动/侵袭、血管生成和免疫功能等功能类别中选择了 98 个候选基因,从多能性基因中选择了 41 个候选基因。从诊断性活检块中提取并分析了癌症 DNA。使用条件逻辑回归中的 CpG 位点水平和基于主成分的分析评估了甲基化状态的相关性。在 215 例病例和 404 例对照中,至少有 1 种分析方法发现 27 个候选基因具有统计学意义。这两种方法之间的一致性为 25.9%(包括 2 个多能性标志物在内的 7 个候选基因)。未治疗的局限性 PCa 患者中,几个候选基因的 DNA 甲基化状态与转移风险显著相关。这些发现可能为 PCa 转移的临床特征提供信息。