DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer

被引:11
|
作者
Xie, Yan [1 ]
Li, Peilong [1 ]
Sun, Dong [2 ]
Qi, Qiuchen [1 ,3 ]
Ma, Suhong [1 ]
Zhao, Yinghui [1 ]
Zhang, Shujun [1 ]
Wang, Tiantian [1 ]
Wang, Jing [1 ]
Li, Shijun [4 ]
Gong, Tingting [5 ]
Xu, Huiting [6 ,7 ]
Xiong, Mengqiu [8 ]
Li, Guanghua [9 ]
You, Chongge [10 ]
Luo, Zhaofan [11 ]
Li, Juan [1 ]
Wang, Chuanxin [1 ,3 ,12 ]
Du, Lutao [1 ,13 ]
机构
[1] Shandong Univ, Hosp 2, Dept Clin Lab, Jinan 250033, Shandong, Peoples R China
[2] Shandong Univ, Qilu Hosp, Dept Gen Surg, Jinan, Peoples R China
[3] Shandong Engn & Technol Res Ctr Tumor Marker Detec, Jinan, Peoples R China
[4] Dalian Med Univ, Hosp 1, Dept Clin Lab, Dalian, Peoples R China
[5] Anhui Med Univ, Affiliated Hosp 1, Dept Clin Lab, Hefei, Peoples R China
[6] Nantong Univ, Affiliated Tumor Hosp, Dept Clin Lab Med, Nantong, Jiangsu, Peoples R China
[7] Nantong Univ, Med Sch, Nantong, Peoples R China
[8] Nanjing Med Univ, Nanjing Hosp 1, Dept Clin Lab, Nanjing, Peoples R China
[9] Guangdong Prov Peoples Hosp, Guangdong Acad Med Sci, Dept Clin Lab, Guangzhou, Peoples R China
[10] Lanzhou Univ, Hosp 2, Clin Med Coll 2, Lab Med Ctr, Lanzhou, Peoples R China
[11] Sun Yat Sen Univ, Affiliated Hosp 7, Dept Clin Lab, Shenzhen, Peoples R China
[12] Shandong Prov Clin Med Res Ctr Clin Lab, Jinan, Peoples R China
[13] Shandong Univ, Qilu Hosp, Dept Clin Lab, Shandong Prov Key Lab Innovat Technol Lab Med, Jinan, Peoples R China
关键词
BIOMARKERS;
D O I
10.1158/0008-5472.CAN-22-3402
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Development of a diagnostic model for early colorectal cancer based on epigenetic analysis of PBMCs supports the utility of altered DNA methylation in immune cells for cancer diagnosis. An effective blood-based method for the diagnosis of colorectal cancer has not yet been developed. Molecular alterations of immune cells occur early in tumorigenesis, providing the theoretical underpinning for early cancer diagnosis based on immune cell profiling. Therefore, we aimed to develop an effective detection method based on peripheral blood mononuclear cells (PBMC) to improve the diagnosis of colorectal cancer. Analysis of the genome-wide methylation landscape of PBMCs from patients with colorectal cancer and healthy controls by microarray, pyrosequencing, and targeted bisulfite sequencing revealed five DNA methylation markers for colorectal cancer diagnosis, especially early-stage colorectal cancer. A single-tube multiple methylation-specific quantitative PCR assay (multi-msqPCR) for simultaneous detection of five methylation markers was established, which allowed quantitative analysis of samples with as little as 0.1% PBMC DNA and had better discriminative performance than single-molecule detection. Then, a colorectal cancer diagnostic model (CDM) based on methylation markers and the multi-msqPCR method was constructed that achieved high accuracy for early-stage colorectal cancer (AUC = 0.91; sensitivity = 81.18%; specificity = 89.39%), which was improved compared with CEA (AUC = 0.79). The CDM also enabled a high degree of discrimination for advanced adenoma cases (AUC = 0.85; sensitivity = 63.04%). Follow-up data also demonstrated that the CDM could identify colorectal cancer potential up to 2 years before currently used diagnostic methods. In conclusion, the approach constructed in this study based on PBMC-derived DNA methylation markers and a multi-msqPCR method is a promising and easily implementable diagnostic method for early-stage colorectal cancer.Significance: Development of a diagnostic model for early colorectal cancer based on epigenetic analysis of PBMCs supports the utility of altered DNA methylation in immune cells for cancer diagnosis.
引用
收藏
页码:3636 / 3649
页数:14
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