Genome-Scale Discovery of DNA-Methylation Biomarkers for Blood-Based Detection of Colorectal Cancer

被引:75
作者
Lange, Christopher P. E. [4 ,7 ]
Campan, Mihaela [1 ]
Hinoue, Toshinori [3 ]
Schmitz, Roderick F. [4 ]
van der Meulen-de Jong, Andrea E. [8 ]
Slingerland, Hilde [8 ]
Kok, Peter J. M. J. [5 ]
van Dijk, Cornelis M. [6 ]
Weisenberger, Daniel J. [3 ]
Shen, Hui [3 ]
Tollenaar, Robertus A. E. M. [7 ]
Laird, Peter W. [1 ,2 ,3 ]
机构
[1] Univ So Calif, Keck Sch Med, Dept Surg, USC Norris Comprehens Canc Ctr, Los Angeles, CA 90033 USA
[2] Univ So Calif, Keck Sch Med, Dept Biochem & Mol Biol, USC Norris Comprehens Canc Ctr, Los Angeles, CA 90033 USA
[3] Univ So Calif, USC Epigenome Ctr, Los Angeles, CA USA
[4] Groene Hart Hosp, Dept Surg, Gouda, Netherlands
[5] Groene Hart Hosp, Dept Clin Chem, Gouda, Netherlands
[6] Groene Hart Hosp, Dept Pathol, Gouda, Netherlands
[7] Leiden Univ, Dept Surg, Med Ctr, Leiden, Netherlands
[8] Leiden Univ, Dept Gastroenterol & Hepatol, Med Ctr, Leiden, Netherlands
来源
PLOS ONE | 2012年 / 7卷 / 11期
关键词
PROMOTER METHYLATION; NUCLEIC-ACIDS; SERUM; PLASMA; MARKER; CHALLENGES; GUIDELINES; DISEASE; GENES; SEPT9;
D O I
10.1371/journal.pone.0050266
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: There is an increasing demand for accurate biomarkers for early non-invasive colorectal cancer detection. We employed a genome-scale marker discovery method to identify and verify candidate DNA methylation biomarkers for blood-based detection of colorectal cancer. Methodology/Principal Findings: We used DNA methylation data from 711 colorectal tumors, 53 matched adjacent-normal colonic tissue samples, 286 healthy blood samples and 4,201 tumor samples of 15 different cancer types. DNA methylation data were generated by the Illumina Infinium HumanMethylation27 and the HumanMethylation450 platforms, which determine the methylation status of 27,578 and 482,421 CpG sites respectively. We first performed a multistep marker selection to identify candidate markers with high methylation across all colorectal tumors while harboring low methylation in healthy samples and other cancer types. We then used pre-therapeutic plasma and serum samples from 107 colorectal cancer patients and 98 controls without colorectal cancer, confirmed by colonoscopy, to verify candidate markers. We selected two markers for further evaluation: methylated THBD (THBD-M) and methylated C9orf50 (C9orf50-M). When tested on clinical plasma and serum samples these markers outperformed carcinoembryonic antigen (CEA) serum measurement and resulted in a high sensitive and specific test performance for early colorectal cancer detection. Conclusions/Significance: Our systematic marker discovery and verification study for blood-based DNA methylation markers resulted in two novel colorectal cancer biomarkers, THBD-M and C9orf50-M. THBD-M in particular showed promising performance in clinical samples, justifying its further optimization and clinical testing.
引用
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页数:10
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