Discovery and Validation of Predictive Biomarkers of Survival for Non-small Cell Lung Cancer Patients Undergoing Radical Radiotherapy: Two Proteins With Predictive Value

EBioMedicine. 2015 Jun 19;2(8):841-50. doi: 10.1016/j.ebiom.2015.06.013. eCollection 2015 Aug.

Abstract

Lung cancer is the most frequent cause of cancer-related death world-wide. Radiotherapy alone or in conjunction with chemotherapy is the standard treatment for locally advanced non-small cell lung cancer (NSCLC). Currently there is no predictive marker with clinical utility to guide treatment decisions in NSCLC patients undergoing radiotherapy. Identification of such markers would allow treatment options to be considered for more effective therapy. To enable the identification of appropriate protein biomarkers, plasma samples were collected from patients with non-small cell lung cancer before and during radiotherapy for longitudinal comparison following a protocol that carries sufficient power for effective discovery proteomics. Plasma samples from patients pre- and during radiotherapy who had survived > 18 mo were compared to the same time points from patients who survived < 14 mo using an 8 channel isobaric tagging tandem mass spectrometry discovery proteomics platform. Over 650 proteins were detected and relatively quantified. Proteins which showed a change during radiotherapy were selected for validation using an orthogonal antibody-based approach. Two of these proteins were verified in a separate patient cohort: values of CRP and LRG1 combined gave a highly significant indication of extended survival post one week of radiotherapy treatment.

Keywords: AC, adenocarcinoma; Biomarker; CEA, carcinoembryonic antigen; CRP, C-reactive protein; EGFR, epidermal growth factor receptor; FDR, false discovery rate; IL-6, Interleukin 6; LBP, lipopolysaccharide binding protein; LRG1, leucine-rich alpha-2-glycoprotein; Lung cancer; MS/MS, tandem mass spectrometry; NSCLC, non-small cell lung cancer; PCA, principal component analysis; Proteomics; Radiotherapy; SCLC, small cell lung cancer; SqCC, squamous cell carcinoma; TEAB, triethyl ammonium bicarbonate; VEGF, vascular endothelial growth factor; iTRAQ, isobaric tagging for relative and absolute quantification; mo, months; v/v, volume/volume.

MeSH terms

  • Biomarkers, Tumor / blood*
  • C-Reactive Protein / metabolism*
  • Carcinoma, Non-Small-Cell Lung* / blood
  • Carcinoma, Non-Small-Cell Lung* / mortality
  • Carcinoma, Non-Small-Cell Lung* / radiotherapy
  • Cohort Studies
  • Disease-Free Survival
  • Female
  • Glycoproteins / blood*
  • Humans
  • Lung Neoplasms* / blood
  • Lung Neoplasms* / mortality
  • Lung Neoplasms* / radiotherapy
  • Male
  • Neoplasm Proteins / blood*
  • Survival Rate

Substances

  • Biomarkers, Tumor
  • Glycoproteins
  • LRG1 protein, human
  • Neoplasm Proteins
  • C-Reactive Protein