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Data from A 5-Hydroxymethylcytosine-Based Noninvasive Model for Early Detection of Colorectal Carcinomas and Advanced Adenomas: The METHOD-2 Study

结直肠癌 医学 5-羟甲基胞嘧啶 内科学 肿瘤科 癌症研究 基因 癌症 基因表达 生物 DNA甲基化 遗传学
作者
Wenju Chang,Zhou Zhang,Baoqing Jia,Kefeng Ding,Zhizhong Pan,Guoqiang Su,Wei Zhang,Tianyu Liu,Yunshi Zhong,Guodong He,Li Ren,Ye Wei,Dongdong Li,Xiaolong Cui,Jun Yang,Yixiang Shi,Marc Bissonnette,Chuan He,Wei Zhang,Jia Fan,Jianmin Xu
标识
DOI:10.1158/1078-0432.c.7380098.v1
摘要

<div>AbstractPurpose:<p>Detection of colorectal carcinomas at a time when there are more treatment options is associated with better outcomes. This prospective case–control study assessed the 5-hydroxymethylcytosine (5hmC) biomarkers in circulating cell-free DNA (cfDNA) for early detection of colorectal carcinoma and advanced adenomas (AA).</p>Experimental Design:<p>Plasma cfDNA samples from 2,576 study participants from the multicenter METHOD-2 study (NCT03676075) were collected, comprising patients with newly diagnosed colorectal carcinoma (<i>n</i> = 1,074), AA (<i>n</i> = 356), other solid tumors (<i>n</i> = 80), and non–colorectal carcinoma/AA controls (<i>n</i> = 1,066), followed by genome-wide 5hmC profiling using the 5hmC-Seal technique and the next-generation sequencing. A weighted diagnostic model for colorectal carcinoma (stage I–III) and AA was developed using the elastic net regularization in a discovery set and validated in independent samples.</p>Results:<p>Distribution of 5hmC in cfDNA reflected gene regulatory relevance and tissue of origin. Besides being confirmed in internal validation, a 96-gene model achieved an area under the curve (AUC) of 90.7% for distinguishing stage I–III colorectal carcinoma from controls in 321 samples from multiple centers for external validation, regardless of primary location or mutation status. This model also showed cancer-type specificity as well as high capacity for distinguishing AA from controls with an AUC of 78.6%. Functionally, differential 5hmC features associated with colorectal carcinoma and AA demonstrated relevance to colorectal carcinoma biology, including pathways such as calcium and MAPK signaling.</p>Conclusions:<p>Genome-wide mapping of 5hmC in cfDNA shows promise as a highly sensitive and specific noninvasive blood test to be integrated into screening programs for improving early detection of colorectal carcinoma and high-risk AA.</p></div>
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