Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD

被引:76
作者
Wielscher, Matthias [1 ]
Vierlinger, Klemens [1 ]
Kegler, Ulrike [1 ]
Ziesche, Rolf [2 ]
Gsur, Andrea [3 ]
Weinhaeusel, Andreas [1 ]
机构
[1] AIT Austrian Inst Technol GmbH, Hlth & Environm Dept, A-1190 Vienna, Austria
[2] Med Univ Vienna, Clin Dept Pulmonol, A-1090 Vienna, Austria
[3] Med Univ Vienna, Inst Canc Res, A-1090 Vienna, Austria
基金
芬兰科学院;
关键词
Liquid biopsy; methyl-sensitive restriction enzyme; multiplex PCR; Biomarker; PAX9; HOXD10; CIRCULATING TUMOR DNA; METASTATIC BREAST-CANCER; DISEASE; BIOMARKERS; QUANTIFICATION; RISK; VALIDATION; MUTATIONS; MARKERS; BIOPSY;
D O I
10.1016/j.ebiom.2015.06.025
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Disease-specific alterations of the cell-free DNA methylation status are frequently found in serum samples and are currently considered to be suitable biomarkers. Candidate markers were identified by bisulfite conversion-based genome-wide methylation screening of lung tissue from lung cancer, fibrotic ILD, and COPD. cfDNA from400 mu l serum (n = 204) served to test the diagnostic performance of these markers. Following methylation-sensitive restriction enzyme digestion and enrichment of methylated DNA via targeted amplification (multiplexed MSRE enrichment), a total of 96 markers were addressed by highly parallel qPCR. Lung cancer was efficiently separated from non-cancer and controls with a sensitivity of 87.8%, (95% CI: 0.67-0.97) and specificity 90.2%, (95% CI: 0.65-0.98). Cancer was distinguished from ILD with a specificity of 88%, (95% CI: 0.57-1), and COPD from cancer with a specificity of 88% (95% CI: 0.64-0.97). Separation of ILD from COPD and controls was possible with a sensitivity of 63.1% (95% CI: 0.4-0.78) and a specificity of 70% (95% CI: 0.54-0.81). The results were confirmed using an independent sample set (n = 46) by use of the four top markers discovered in the study (HOXD10, PAX9, PTPRN2, and STAG3) yielding an AUC of 0.85 (95% CI: 0.72-0.95). This technique was capable of distinguishing interrelated complex pulmonary diseases suggesting that multiplexed MSRE enrichment might be useful for simple and reliable diagnosis of diverse multifactorial disease states. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码:929 / 936
页数:8
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