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

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, fibrot...

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Main Authors: Matthias Wielscher, Klemens Vierlinger, Ulrike Kegler, Rolf Ziesche, Andrea Gsur, Andreas Weinhäusel
Format: Article
Language:English
Published: Elsevier 2015-08-01
Series:EBioMedicine
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396415300530
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spelling doaj-755784245dfe4e8daba15ba47f40734c2020-11-25T01:30:51ZengElsevierEBioMedicine2352-39642015-08-012892993610.1016/j.ebiom.2015.06.025Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPDMatthias Wielscher0Klemens Vierlinger1Ulrike Kegler2Rolf Ziesche3Andrea Gsur4Andreas Weinhäusel5AIT — Austrian Institute of Technology, Health & Environment Department, Molecular Diagnostics Unit, Muthgasse 11/2, 1190 Vienna, AustriaAIT — Austrian Institute of Technology, Health & Environment Department, Molecular Diagnostics Unit, Muthgasse 11/2, 1190 Vienna, AustriaAIT — Austrian Institute of Technology, Health & Environment Department, Molecular Diagnostics Unit, Muthgasse 11/2, 1190 Vienna, AustriaMedical University of Vienna, Clinical Department for Pulmonology, Spitalgasse 23, 1090 Vienna, AustriaMedical University of Vienna, Institute of Cancer Research, Borschkegasse 8A, 1090 Vienna, AustriaAIT — Austrian Institute of Technology, Health & Environment Department, Molecular Diagnostics Unit, Muthgasse 11/2, 1190 Vienna, AustriaDisease-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 from 400 μl 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.http://www.sciencedirect.com/science/article/pii/S2352396415300530Liquid biopsymethyl-sensitive restriction enzymemultiplex PCRBiomarkerPAX9HOXD10
collection DOAJ
language English
format Article
sources DOAJ
author Matthias Wielscher
Klemens Vierlinger
Ulrike Kegler
Rolf Ziesche
Andrea Gsur
Andreas Weinhäusel
spellingShingle Matthias Wielscher
Klemens Vierlinger
Ulrike Kegler
Rolf Ziesche
Andrea Gsur
Andreas Weinhäusel
Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD
EBioMedicine
Liquid biopsy
methyl-sensitive restriction enzyme
multiplex PCR
Biomarker
PAX9
HOXD10
author_facet Matthias Wielscher
Klemens Vierlinger
Ulrike Kegler
Rolf Ziesche
Andrea Gsur
Andreas Weinhäusel
author_sort Matthias Wielscher
title Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD
title_short Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD
title_full Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD
title_fullStr Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD
title_full_unstemmed Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD
title_sort diagnostic performance of plasma dna methylation profiles in lung cancer, pulmonary fibrosis and copd
publisher Elsevier
series EBioMedicine
issn 2352-3964
publishDate 2015-08-01
description 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 from 400 μl 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.
topic Liquid biopsy
methyl-sensitive restriction enzyme
multiplex PCR
Biomarker
PAX9
HOXD10
url http://www.sciencedirect.com/science/article/pii/S2352396415300530
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