Department of Pathology, School of Basic Medical Science, Southern Medical University, Guangzhou, 510515, China.
AnchorDx Medical Co., Ltd, Unit 502, 3(rd) Luoxuan Road, International Bio-Island, Guangzhou, 510300, China.
Genomics. 2020 Sep;112(5):3365-3373. doi: 10.1016/j.ygeno.2020.06.007. Epub 2020 Jun 10.
Colorectal cancer (CRC) is the second leading malignancy worldwide. Accurate screening is pivotal to early CRC detection, yet current screening modality involves invasive colonoscopy while non-invasive FIT tests have limited sensitivity. We applied a DNA methylation assay to identify biomarkers for early-stage CRC detection, risk stratification and precancerous lesion screening at tissue level. A model of biomarkers SFMBT2, ITGA4, THBD and ZNF304 showed 96.1% sensitivity and 87.0% specificity in CRC detection, with 100.0% sensitivity for advanced precancerous lesion and stage I CRC. Performances were further validated with TCGA data set, which showed a consistent AUC of 0.99 and exhibited specificity against other cancer types. KCNJ12, VAV3-AS1 and EVC were further identified for stage stratification (stage 0-I versus stage II-IV), with AUC of 0.87, 83.0% sensitivity and 71.2% specificity. Additionally, dual markers of NEUROD1 and FAM72C showed 83.2% sensitivity and 77.4% specificity in differing non-advanced precancerous lesions from inflammatory bowel diseases.
结直肠癌(CRC)是全球第二大恶性肿瘤。准确的筛查对于早期 CRC 的检测至关重要,但目前的筛查方法涉及侵入性结肠镜检查,而非侵入性 FIT 检查敏感性有限。我们应用 DNA 甲基化分析来鉴定组织水平早期 CRC 检测、风险分层和癌前病变筛查的生物标志物。SFMBT2、ITGA4、THBD 和 ZNF304 的生物标志物模型在 CRC 检测中显示出 96.1%的敏感性和 87.0%的特异性,对高级别癌前病变和 I 期 CRC 的敏感性为 100.0%。这些性能在 TCGA 数据集上得到了进一步验证,AUC 一致为 0.99,并表现出对其他癌症类型的特异性。进一步鉴定了 KCNJ12、VAV3-AS1 和 EVC 用于分期分层(0-I 期与 II-IV 期),AUC 为 0.87,敏感性为 83.0%,特异性为 71.2%。此外,NEUROD1 和 FAM72C 的双重标志物在炎症性肠病的不同非高级别癌前病变中显示出 83.2%的敏感性和 77.4%的特异性。