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A DNA Methylation-Based Test for Breast Cancer Detection in Circulating Cell-Free DNA

机译:基于DNA甲基化的乳腺癌无循环DNA检测中的乳腺癌检测。

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摘要

Background: Breast cancer (BrC) is the most frequent neoplasm in women. New biomarkers, including aberrant DNA methylation, may improve BrC management. Herein, we evaluated the detection and prognostic performance of seven genes’ promoter methylation (APC, BRCA1, CCND2, FOXA1, PSAT1, RASSF1A and SCGB3A1). Methods: Methylation levels were assessed in primary BrC tissues by quantitative methylation-specific polymerase chain reaction (QMSP) and in circulating cell-free DNA (ccfDNA) by multiplex QMSP from two independent cohorts of patients (Cohort #1, n = 137; and Cohort #2, n = 44). Receiver operating characteristic (ROC) curves were constructed, and log-rank test and Cox regression were performed to assess the prognostic value of genes’ methylation levels. Results: The gene-panel APC, FOXA1, RASSF1A, SCGB3A1 discriminated normal from cancerous tissue with high accuracy (95.55%). In multivariable analysis, high PSAT1-methylation levels [>percentile 75 (P75)] associated with longer disease-free survival, whereas higher FOXA1-methylation levels (>P75) associated with shorter disease-specific survival. The best performing panel in ccfDNA (APC, FOXA1 and RASSF1A) disclosed a sensitivity, specificity and accuracy over 70%. Conclusions: This approach enables BrC accurate diagnosis and prognostic stratification in tissue samples, and allows for early detection in liquid biopsies, thus suggesting a putative value for patient management.
机译:背景:乳腺癌(BrC)是女性中最常见的肿瘤。新的生物标志物,包括异常的DNA甲基化,可能会改善BrC管理。在这里,我们评估了七个基因启动子甲基化的检测和预后性能(APC,BRCA1,CCND2,FOXA1,PSAT1,RASSF1A和SCGB3A1)。方法:通过定量甲基化特异性聚合酶链反应(QMSP)评估原发性BrC组织中的甲基化水平,并通过多重QMSP对来自两个独立患者组的第1组,n = 137;以及循环无细胞DNA(ccfDNA)中的甲基化水平进行评估。第2组,n = 44)。绘制了受试者工作特征曲线,并进行了log-rank检验和Cox回归,以评估基因甲基化水平的预后价值。结果:基因面板APC,FOXA1,RASSF1A,SCGB3A1可以将癌组织与正常组织区别开来,准确率高达95.55%。在多变量分析中,高PSAT1-甲基化水平[>百分位数75(P75)]与更长的无病生存期相关,而较高的FOXA1-甲基化水平(> P75)与较短的疾病特异性生存期相关。 ccfDNA中表现最佳的专家组(APC, FOXA1 RASSF1A )的敏感性,特异性和准确性均超过70%。结论:该方法可实现BrC准确地诊断和预后组织样品分层,并允许在液体活检中及早发现,从而为患者管理提供了可能的价值。

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