Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota.
Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota.
Clin Cancer Res. 2021 Jan 1;27(1):141-149. doi: 10.1158/1078-0432.CCR-20-2589. Epub 2020 Oct 7.
We aimed to assess the concordance of colorectal cancer-associated methylated DNA markers (MDM) in primary and metastatic colorectal cancer for feasibility in detection of distantly recurrent/metastatic colorectal cancer in plasma.
A panel of previously discovered colorectal cancer-associated MDMs was selected. MDMs from primary and paired metastatic colorectal cancer tissue were assayed with quantitative methylation-specific PCR. Plasma MDMs were measured blindly by target enrichment long-probe quantitative-amplified signal assays. Random forest modeling was used to derive a prediction algorithm of MDMs in archival plasma samples from primary colorectal cancer cases. This algorithm was validated in prospectively collected plasma samples from recurrent colorectal cancer cases. The accuracy of the algorithm was summarized as sensitivity, specificity, and area under the curve (AUC).
Of the 14 selected MDMs, the concordance between primary and metastatic tissue was considered moderate or higher for 12 MDMs (86%). At a preset specificity of 95% (91%-98%), a panel of 13 MDMs, in plasma from 97 colorectal cancer cases and 200 controls, detected stage IV colorectal cancer with 100% (80%-100%) sensitivity and all stages of colorectal cancer with an AUC of 0.91 (0.87-0.95), significantly higher than carcinoembryonic antigen [AUC, 0.72 (0.65-0.79)]. This panel, in plasma from 40 cases and 60 healthy controls, detected recurrent/metastatic colorectal cancer with 90% (76%-97%) sensitivity, 90% (79%-96%) specificity, and an AUC of 0.96 (0.92-1.00). The panel was positive in 0.30 (0.19-0.43) of 60 patients with no evidence of disease in post-operative patients with colorectal cancer.
Plasma assay of novel colorectal cancer-associated MDMs can reliably detect both primary colorectal cancer and distantly recurrent colorectal cancer with promising accuracy.
我们旨在评估原发性和转移性结直肠癌中结直肠癌相关甲基化 DNA 标志物(MDM)的一致性,以评估其在检测血浆中远处复发/转移性结直肠癌中的可行性。
选择了一组先前发现的结直肠癌相关 MDM。使用定量甲基化特异性 PCR 检测原发性和配对转移性结直肠癌组织中的 MDM。通过靶向富集长探针定量扩增信号测定法对血浆 MDM 进行盲测。随机森林模型用于从原发性结直肠癌病例的存档血浆样本中得出 MDM 的预测算法。该算法在复发性结直肠癌病例的前瞻性采集的血浆样本中进行了验证。该算法的准确性总结为灵敏度、特异性和曲线下面积(AUC)。
在所选择的 14 个 MDM 中,12 个 MDM(86%)的原发性和转移性组织之间的一致性被认为是中度或更高。在预设特异性为 95%(91%-98%)的情况下,在来自 97 例结直肠癌病例和 200 例对照的血浆中,使用由 13 个 MDM 组成的小组,以 100%(80%-100%)的灵敏度检测出 IV 期结直肠癌,所有阶段的结直肠癌的 AUC 为 0.91(0.87-0.95),显著高于癌胚抗原[AUC,0.72(0.65-0.79)]。该小组在来自 40 例病例和 60 例健康对照的血浆中,以 90%(76%-97%)的灵敏度、90%(79%-96%)的特异性和 AUC 为 0.96(0.92-1.00)检测到复发/转移性结直肠癌。在术后无疾病证据的 60 例结直肠癌患者中,该小组的阳性率为 0.30(0.19-0.43)。
新型结直肠癌相关 MDM 的血浆检测可可靠地检测原发性结直肠癌和远处复发的结直肠癌,具有良好的准确性。