DNA methylation profile in CpG-depleted regions uncovers a high-risk subtype of early-stage colorectal cancer

被引:18
作者
Yu, Huichuan [1 ,2 ,3 ]
Wang, Xiaolin [2 ,3 ]
Bai, Liangliang [2 ,3 ]
Tang, Guannan [2 ,3 ]
Carter, Kelly T. [4 ,5 ]
Cui, Ji [6 ]
Huang, Pinzhu [1 ]
Liang, Li [7 ,8 ,9 ]
Ding, Yanqing [7 ,8 ,9 ]
Cai, Muyan [10 ,11 ]
Huang, Meijin [1 ,2 ,3 ]
Liu, Huanliang [2 ,3 ]
Cao, Guangwen [12 ]
Gallinger, Steven [13 ,14 ,15 ,16 ]
Pai, Rish K. [17 ]
Buchanan, Daniel D. [18 ,19 ,20 ]
Win, Aung Ko [21 ]
Newcomb, Polly A. [22 ,23 ]
Wang, Jianping [1 ,2 ,3 ]
Grady, William M. [4 ,5 ]
Luo, Yanxin [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 6, Dept Colorectal Surg, Guangzhou, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 6, Guangdong Prov Key Lab Colorectal & Pelv Floor Di, Guangzhou, Guangdong, Peoples R China
[3] Guangdong Inst Gastroenterol, Guangzhou, Guangdong, Peoples R China
[4] Fred Hutchinson Canc Res Ctr, Clin Res Div, 1124 Columbia St, Seattle, WA 98104 USA
[5] Univ Washington, Sch Med, Dept Med, Seattle, WA 98195 USA
[6] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Gastrointestinal Surg, Guangzhou, Guangdong, Peoples R China
[7] Southern Med Univ, Nanfang Hosp, Dept Pathol, Guangzhou, Guangdong, Peoples R China
[8] Southern Med Univ, Sch Basic Med Sci, Dept Pathol, Guangzhou, Guangdong, Peoples R China
[9] Guangdong Prov Key Lab Mol Tumor Pathol, Guangzhou, Guangdong, Peoples R China
[10] Sun Yat Sen Univ Canc Ctr, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med, Guangzhou, Peoples R China
[11] Sun Yat Sen Univ Canc Ctr, Dept Pathol, Guangzhou, Peoples R China
[12] Second Mil Med Univ, Dept Epidemiol, Shanghai, Peoples R China
[13] Univ Toronto, Univ Hlth Network, Wallace McCain Ctr Pancreat Canc, Dept Med Oncol,Princess Margaret Canc Ctr, Toronto, ON, Canada
[14] Ontario Inst Canc Res, PanCuRx Translat Res Initiat, Toronto, ON, Canada
[15] Mt Sinai Hosp, Lunenfeld Tanenbaum Res Inst, Toronto, ON, Canada
[16] Univ Hlth Network, Hepatobiliary Pancreat Surg Oncol Program, Toronto, ON, Canada
[17] Mayo Clin Arizona, Dept Lab Med & Pathol, Scottsdale, AZ USA
[18] Univ Melbourne, Dept Clin Pathol, Colorectal Oncogen Grp, Parkville, Vic, Australia
[19] Univ Melbourne, Victorian Comprehens Canc Ctr, Ctr Canc Res, Parkville, Vic, Australia
[20] Royal Melbourne Hosp, Genom Med & Familial Canc Ctr, Parkville, Vic, Australia
[21] Univ Melbourne, Ctr Epidemiol & Biostat, Melbourne Sch Populat & Global Hlth, Parkville, Vic, Australia
[22] Univ Washington, Sch Publ Hlth, Dept Epidemiol, Seattle, WA 98195 USA
[23] Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
来源
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE | 2023年 / 115卷 / 01期
基金
美国国家卫生研究院; 中国国家自然科学基金;
关键词
II COLON-CANCER; MICROSATELLITE INSTABILITY; HEPATOCELLULAR-CARCINOMA; ADJUVANT CHEMOTHERAPY; BRAF MUTATION; RECURRENCE; PHENOTYPE; ASSOCIATION; VALIDATION; SURVIVAL;
D O I
10.1093/jnci/djac183
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background The current risk stratification system defined by clinicopathological features does not identify the risk of recurrence in early-stage (stage I-II) colorectal cancer (CRC) with sufficient accuracy. We aimed to investigate whether DNA methylation could serve as a novel biomarker for predicting prognosis in early-stage CRC patients. Methods We analyzed the genome-wide methylation status of CpG loci using Infinium MethylationEPIC array run on primary tumor tissues and normal mucosa of early-stage CRC patients to identify potential methylation markers for prognosis. The machine-learning approach was applied to construct a DNA methylation-based prognostic classifier for early-stage CRC (MePEC) using the 4 gene methylation markers FAT3, KAZN, TLE4, and DUSP3. The prognostic value of the classifier was evaluated in 2 independent cohorts (n = 438 and 359, respectively). Results The comprehensive analysis identified an epigenetic subtype with high risk of recurrence based on a group of CpG loci in the CpG-depleted region. In multivariable analysis, the MePEC classifier was independently and statistically significantly associated with time to recurrence in validation cohort 1 (hazard ratio = 2.35, 95% confidence interval = 1.47 to 3.76, P < .001) and cohort 2 (hazard ratio = 3.20, 95% confidence interval = 1.92 to 5.33, P < .001). All results were further confirmed after each cohort was stratified by clinicopathological variables and molecular subtypes. Conclusions We demonstrated the prognostic statistical significance of a DNA methylation profile in the CpG-depleted region, which may serve as a valuable source for tumor biomarkers. MePEC could identify an epigenetic subtype with high risk of recurrence and improve the prognostic accuracy of current clinical variables in early-stage CRC.
引用
收藏
页码:52 / 61
页数:10
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