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Identifying potential DNA methylation markers in early-stage colorectal Cancer

Authors :
Zeyu Jiang
Ruan Weimei
Yanqi Yu
Xiaoyu Zhang
Cao Tianfeng
Jian-Bing Fan
Shang Chen
Zhiwei Chen
Tianliang Hu
Chanjuan Wang
Sihui Li
Hong Wang
Quanzhou Peng
Linhao Xu
Shenmei Wan
Source :
Genomics. 112(5)
Publication Year :
2020

Abstract

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.

Details

ISSN :
10898646
Volume :
112
Issue :
5
Database :
OpenAIRE
Journal :
Genomics
Accession number :
edsair.doi.dedup.....9cca800719c50523268cd77380863dc0