Tumor-based gene expression biomarkers to predict survival following curative intent resection for stage I lung adenocarcinoma

PLoS One. 2018 Nov 20;13(11):e0207513. doi: 10.1371/journal.pone.0207513. eCollection 2018.

Abstract

Background: Prognostic biomarkers are needed in clinical setting to predict outcome after resection for early-stage lung adenocarcinoma. The goal of this study is to validate tumor-based single-gene expression biomarkers with demonstrated prognostic value in order to move them along the clinical translation pipeline.

Methods: Prognostic genes were selected from the literature and the best candidates measured by quantitative real-time polymerase chain reaction (qPCR) in tumors of 233 patients with stage I adenocarcinoma. Significant prognostic genes were then validated in an independent set of 210 patients matching the first set in terms of histology, stage, and clinical data.

Results: Eleven genes with demonstrated prognostic value were selected from the literature. Complementary analyses in public databases and our own microarray dataset led to the investigation of six genes associated with good (BTG2, SELENBP1 and NFIB) or poor outcome (RRM1, EZH2 and FOXM1). In the first set of patients, EZH2 and RRM1 were significantly associated with better survival on top of age, sex and pathological stage (EZH2 p = 3.2e-02, RRM1 p = 5.9e-04). The prognostic values of EZH2 and RRM1 were not replicated in the second set of patients. A trend was observed for both genes in the joint analyses (n = 443) with higher expression associated with worse outcome.

Conclusion: Adenocarcinoma-specific mRNA expression levels of EZH2 and RRM1 are associated with poor post-surgical survival in the first set of patients, but not replicated in a clinically and pathologically matched independent validation set. This study highlights challenges associated with clinical translation of prognostic biomarkers.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adenocarcinoma of Lung / epidemiology
  • Adenocarcinoma of Lung / genetics*
  • Adenocarcinoma of Lung / pathology
  • Adenocarcinoma of Lung / surgery
  • Aged
  • Biomarkers, Tumor / genetics*
  • Disease-Free Survival
  • Enhancer of Zeste Homolog 2 Protein / genetics*
  • Female
  • Gene Expression Regulation, Neoplastic / genetics
  • Humans
  • Middle Aged
  • Neoplasm Proteins / genetics
  • Neoplasm Staging
  • Prognosis
  • RNA, Messenger / genetics
  • Ribonucleoside Diphosphate Reductase
  • Treatment Outcome
  • Tumor Suppressor Proteins / genetics*

Substances

  • Biomarkers, Tumor
  • Neoplasm Proteins
  • RNA, Messenger
  • Tumor Suppressor Proteins
  • RRM1 protein, human
  • Ribonucleoside Diphosphate Reductase
  • EZH2 protein, human
  • Enhancer of Zeste Homolog 2 Protein

Grants and funding

Alisson Clemenceau is the recipient of a master degree scholarship from the IUCPQ. Yohan Bossé holds a Canada Research Chair in Genomics of Heart and Lung Diseases. This work was supported by the Fonds sur les maladies respiratoires JD Bégin – PH Lavoie de l’Université Laval, the Fondation de l’IUCPQ, the Respiratory Health Network of the FRQS, the Canadian Institutes of Health Research (MOP - 123369 & PPP - 130151), and the Cancer Research Society and Read for the Cure.