Identifying potential DNA methylation markers in early-stage colorectal Cancer

被引:20
|
作者
Zhang, Xiaoyu [1 ]
Wan, Shenmei [1 ]
Yu, Yanqi [1 ]
Ruan, Weimei [2 ]
Wang, Hong [2 ]
Xu, Linhao [2 ]
Wang, Chanjuan [1 ]
Chen, Shang [1 ]
Cao, Tianfeng [1 ]
Peng, Quanzhou [1 ]
Li, Sihui [2 ]
Hu, Tianliang [2 ]
Jiang, Zeyu [2 ]
Chen, Zhiwei [2 ,3 ]
Jian-Bing, Fan [1 ,2 ]
机构
[1] Southern Med Univ, Sch Basic Med Sci, Dept Pathol, Guangzhou 510515, Peoples R China
[2] AnchorDx Med Co Ltd, Unit 502, 3rd Luoxuan Rd, Guangzhou 510300, Peoples R China
[3] AnchorDx Inc, 46305 Landing Pkwy, Fremont, CA 94538 USA
关键词
Methylation profiling; Methylation biomarkers; Early-stage colorectal cancer;
D O I
10.1016/j.ygeno.2020.06.007
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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.
引用
收藏
页码:3365 / 3373
页数:9
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