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

EBioMedicine. 2015 Jul 2;2(8):929-36. doi: 10.1016/j.ebiom.2015.06.025. eCollection 2015 Aug.

Abstract

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.

Keywords: AUC, area under curve; Biomarker; COPD, chronic obstructive pulmonary disease; Ct-value, cycle threshold; HOXD10; HP, hypersensitivity pneumonitis; ILD, interstitial lung disease, IPF, idiopathic pulmonary fibrosis; Liquid biopsy; MSP, methyl specific priming; MSRE, methyl sensitive restriction enzyme; NSIP, non-specific interstitial pneumonitis; PAX9; ROC, receiver operating characteristics; UIP, usual interstitial pneumonia; cfDNA, cell-free DNA; methyl-sensitive restriction enzyme; multiplex PCR.

Publication types

  • Randomized Controlled Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • DNA Methylation*
  • DNA, Neoplasm / blood*
  • DNA, Neoplasm / genetics
  • Female
  • Humans
  • Lung Neoplasms / blood*
  • Lung Neoplasms / genetics
  • Male
  • Middle Aged
  • Pulmonary Disease, Chronic Obstructive / blood*
  • Pulmonary Disease, Chronic Obstructive / genetics
  • Pulmonary Fibrosis / blood*
  • Pulmonary Fibrosis / genetics

Substances

  • DNA, Neoplasm