Division of Digestive Diseases, Rush University Medical Center, Chicago, IL.
Int J Cancer. 2014 Jun 1;134(11):2656-62. doi: 10.1002/ijc.28593. Epub 2013 Nov 29.
Profiling of DNA methylation status of specific genes is a way to screen for colorectal cancer (CRC) and pancreatic cancer (PC) in blood. The commonality of methylation status of cancer-related tumor suppressor genes between CRC and PC is largely unknown. Methylation status of 56 cancer-related genes was compared in plasma of patients in the following cohorts: CRC, PC and healthy controls. Cross validation determined the best model by area under ROC curve (AUC) to differentiate cancer methylation profiles from controls. Optimal preferential gene methylation signatures were derived to differentiate either cancer (CRC or PC) from controls. For CRC alone, a three gene signature (CYCD2, HIC and VHL) had an AUC 0.9310, sensitivity (Sens) = 0.826, specificity (Spec) = 0.9383. For PC alone, an optimal signature consisted of five genes (VHL, MYF3, TMS, GPC3 and SRBC), AUC 0.848; Sens = 0.807, Spec = 0.666. Combined PC and CRC signature or "combined cancer signature" was derived to differentiate either CRC and PC from controls (MDR1, SRBC, VHL, MUC2, RB1, SYK and GPC3) AUC = 0.8177, Sens = 0.6316 Spec = 0.840. In a validation cohort, N = 10 CRC patients, the optimal CRC signature (CYCD2, HIC and VHL) had AUC 0.900. In all derived signatures (CRC, PC and combined cancer signature) the optimal panel used preferential VHL methylation. In conclusion, CRC and PC differ in specific genes methylated in plasma other than VHL. Preferential methylation of VHL is shared in the optimal signature for CRC alone, PC alone and combined PC and CRC. Future investigations may identify additional methylation markers informative for the presence of both CRC and PC.
特定基因的 DNA 甲基化状态分析是一种在血液中筛查结直肠癌(CRC)和胰腺癌(PC)的方法。CRC 和 PC 中与癌症相关的肿瘤抑制基因的甲基化状态的共性在很大程度上是未知的。在以下队列的患者血浆中比较了 56 个癌症相关基因的甲基化状态:CRC、PC 和健康对照。交叉验证通过 ROC 曲线下面积(AUC)确定了最佳模型,以区分癌症甲基化谱与对照。衍生出最佳优先基因甲基化特征,以区分癌症(CRC 或 PC)与对照。对于单独的 CRC,一个由三个基因组成的特征(CYCD2、HIC 和 VHL)的 AUC 为 0.9310,灵敏度(Sens)为 0.826,特异性(Spec)为 0.9383。对于单独的 PC,一个最佳特征由五个基因组成(VHL、MYF3、TMS、GPC3 和 SRBC),AUC 为 0.848;灵敏度(Sens)为 0.807,特异性(Spec)为 0.666。衍生出 PC 和 CRC 的联合特征或“联合癌症特征”,以区分 CRC 和 PC 与对照(MDR1、SRBC、VHL、MUC2、RB1、SYK 和 GPC3),AUC = 0.8177,灵敏度(Sens)为 0.6316,特异性(Spec)为 0.840。在验证队列中,n = 10 例 CRC 患者,最佳 CRC 特征(CYCD2、HIC 和 VHL)的 AUC 为 0.900。在所有衍生的特征(CRC、PC 和联合癌症特征)中,最佳面板使用了优先的 VHL 甲基化。总之,CRC 和 PC 在血浆中除了 VHL 之外,还有不同的特定基因发生甲基化。在单独的 CRC、单独的 PC 和联合的 PC 和 CRC 的最佳特征中,VHL 的优先甲基化是共有的。未来的研究可能会发现其他对 CRC 和 PC 存在有信息的甲基化标记。