Genome-wide discovery of circulating cell-free DNA methylation biomarkers for colorectal cancer detection

被引:10
作者
Fang, Qingxiao [1 ]
Yuan, Ziming [1 ]
Hu, Hanqing [1 ]
Zhang, Weiyuan [1 ]
Wang, Guiyu [1 ]
Wang, Xishan [1 ,2 ]
机构
[1] Harbin Med Univ, Affiliated Hosp 2, Colorectal Canc Surg Dept, Harbin, Heilongjiang, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp,Dept Colorectal Surg, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
DNA methylation; Cell-free DNA; Colorectal cancer; Biomarker; Early detection; TUMOR DNA; DIAGNOSIS; COLONOSCOPY; PROGNOSIS;
D O I
10.1186/s13148-023-01518-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundColorectal polyp is known a precursor of colorectal cancer (CRC) that holds an increased risk for progression to CRC. Circulating cell-free DNA (cfDNA) methylation has shown favorable performance in the detection and monitoring the malignant progression in a variety of cancers.ResultsTo discover cfDNA methylation markers for the diagnosis of CRC, we first performed a genome-wide analysis between eight CRC and eight polyp tissues using the Infinium HumanMethylationEPIC BeadChip. We identified 7008 DMCs, and after filtering, we validated 39 DMCs by MethylTarget sequencing in 62 CRC and 56 polyp tissues. A panel of four CpGs (cg04486886, cg06712559, cg13539460, and cg27541454) was selected as the methylation marker in tissue by LASSO and random forest models. A diagnosis prediction model was built based on the four CpGs, and the methylation diagnosis score (md-score) can effectively discriminate tissues with CRC from polyp patients (AUROC > 0.9). Finally, the cg27541454 was confirmed hypermethylated in CRC (AUC = 0.85) in the plasma validation cohort.ConclusionsOur findings suggest that the md-score could robustly detect CRC from polyp tissues, and cg27541454 may be a promising candidate noninvasive biomarker for CRC early diagnosis.
引用
收藏
页数:11
相关论文
共 23 条
[1]   Exosomal Non Coding RNA in LIQUID Biopsies as a Promising Biomarker for Colorectal Cancer [J].
Baassiri, Amro ;
Nassar, Farah ;
Mukherji, Deborah ;
Shamseddine, Ali ;
Nasr, Rihab ;
Temraz, Sally .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (04)
[2]   Prospective study of quantitation of plasma DNA levels in the diagnosis of malignant versus benign prostate disease [J].
Boddy, JL ;
Gal, S ;
Malone, PR ;
Harris, AL ;
Wainscoat, JS .
CLINICAL CANCER RESEARCH, 2005, 11 (04) :1394-1399
[3]   Population-Based Colonoscopy Screening for Colorectal Cancer A Randomized Clinical Trial [J].
Bretthauer, Michael ;
Kaminski, Michal F. ;
Loberg, Magnus ;
Zauber, Ann G. ;
Regula, Jaroslaw ;
Kuipers, Ernst J. ;
Hernan, Miguel A. ;
McFadden, Eleanor ;
Sunde, Annike ;
Kalager, Mette ;
Dekker, Evelien ;
Lansdorp-Vogelaar, Iris ;
Garborg, Kjetil ;
Rupinski, Maciej ;
Spaander, Manon C. W. ;
Bugajski, Marek ;
Hoie, Ole ;
Stefansson, Tryggvi ;
Hoff, Geir ;
Adami, Hans-Olov .
JAMA INTERNAL MEDICINE, 2016, 176 (07) :894-902
[4]  
Gorgannezhad L, 2018, LAB CHIP, V18, P1174, DOI [10.1039/C8LC00100F, 10.1039/c8lc00100f]
[5]   DNA methylation meta-analysis reveals cellular alterations in psychosis and markers of treatment-resistant schizophrenia [J].
Hannon, Eilis ;
Dempster, Emma L. ;
Mansell, Georgina ;
Burrage, Joe ;
Bass, Nick ;
Bohlken, Marc M. ;
Corvin, Aiden ;
Curtis, Charles J. ;
Dempster, David ;
Di Forti, Marta ;
Dinan, Timothy G. ;
Donohoe, Gary ;
Gaughran, Fiona ;
Gill, Michael ;
Gillespie, Amy ;
Gunasinghe, Cerisse ;
Hulshoff, Hilleke E. ;
Hultman, Christina M. ;
Johansson, Viktoria ;
Kahn, Rene S. ;
Kaprio, Jaakko ;
Kenis, Gunter ;
Kowalec, Kaarina ;
MacCabe, James ;
McDonald, Colm ;
McQuillin, Andrew ;
Morris, Derek W. ;
Murphy, Kieran C. ;
Mustard, Colette J. ;
Nenadic, Igor ;
O'Donovan, Michael C. ;
Quattrone, Diego ;
Richards, Alexander L. ;
Rutten, Bart Pf ;
St Clair, David ;
Therman, Sebastian ;
Toulopoulou, Timothea ;
Van Os, Jim ;
Waddington, John L. ;
Sullivan, Patrick ;
Vassos, Evangelos ;
Breen, Gerome ;
Collier, David Andrew ;
Murray, Robin M. ;
Schalkwyk, Leonard S. ;
Mill, Jonathan .
ELIFE, 2021, 10 :1-53
[6]   Genome-wide discovery and validation of diagnostic DNA methylation-based biomarkers for hepatocellular cancer detection in circulating cell free DNA [J].
Hlady, Ryan A. ;
Zhao, Xia ;
Pan, Xiaoyu ;
Yang, Ju Dong ;
Ahmed, Fowsiyo ;
Antwi, Samuel O. ;
Giama, Nasra H. ;
Patel, Tushar ;
Roberts, Lewis R. ;
Liu, Chen ;
Robertson, Keith D. .
THERANOSTICS, 2019, 9 (24) :7239-7250
[7]   Colonic Polyps: Diagnosis and Surveillance [J].
Huck, Michael B. ;
Bohl, Jaime L. .
CLINICS IN COLON AND RECTAL SURGERY, 2016, 29 (04) :296-305
[8]   Rapid Differentiating Colorectal Cancer and Colorectal Polyp Using Dried Blood Spot Mass Spectrometry Metabolomic Approach [J].
Jing, Yu ;
Wu, Xue ;
Gao, Peng ;
Fang, Zhongze ;
Wu, Jingjing ;
Wang, Qingjun ;
Li, Chen ;
Zhu, Zhitu ;
Cao, Yunfeng .
IUBMB LIFE, 2017, 69 (05) :347-354
[9]   Colorectal Cancer Screening Is Colonoscopy the Best Option? [J].
Liang, Peter S. ;
Dominitz, Jason A. .
MEDICAL CLINICS OF NORTH AMERICA, 2019, 103 (01) :111-+
[10]   Liquid Biopsy of Methylation Biomarkers in Cell-Free DNA [J].
Luo, Huiyan ;
Wei, Wei ;
Ye, Ziyi ;
Zheng, Jiabo ;
Xu, Rui-hua .
TRENDS IN MOLECULAR MEDICINE, 2021, 27 (05) :482-500