Combined proteome and transcriptome analyses for the discovery of urinary biomarkers for urothelial carcinoma

Br J Cancer. 2013 May 14;108(9):1854-61. doi: 10.1038/bjc.2013.157. Epub 2013 Apr 16.

Abstract

Background: Proteomic discovery of cancer biomarkers in body fluids is challenging because of their low abundance in a complex background. Altered gene expression in tumours may not reflect protein levels in body fluids. We have tested combining gene expression profiling of tumours with proteomic analysis of cancer cell line secretomes as a strategy to discover urinary biomarkers for bladder cancer.

Methods: We used shotgun proteomics to identify proteins secreted by three bladder cancer cell lines. Secreted proteins with high mRNA levels in bladder tumours relative to normal urothelium were assayed by ELISA in urine samples from 642 patients.

Results: Midkine and HAI-1 were significantly increased in bladder cancer patients, with the highest levels in invasive disease (area under the receiver operating characteristic curve 0.89 vs non-cancer). The urinary concentration of both proteins was too high to be explained by bladder cancer associated haematuria and most likely arises by direct tumour secretion.

Conclusions: This 'dual-omic' strategy identified tumour secreted proteins whose urine concentrations are increased significantly by bladder cancer. Combined secretome-transcriptome analysis may be more useful than direct proteomic analysis of body fluids for biomarker discovery in both bladder cancer and other tumour types.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers, Tumor / genetics
  • Biomarkers, Tumor / urine*
  • Carcinoma, Transitional Cell / pathology
  • Carcinoma, Transitional Cell / urine
  • Cell Line, Tumor
  • Cytokines / urine*
  • Gene Expression Profiling
  • Humans
  • Midkine
  • Protein Array Analysis
  • Proteinase Inhibitory Proteins, Secretory / urine*
  • Proteinuria
  • Proteome / analysis
  • RNA, Messenger / analysis
  • Transcriptome
  • Urinary Bladder Neoplasms / pathology
  • Urinary Bladder Neoplasms / urine
  • Urologic Neoplasms / pathology
  • Urologic Neoplasms / urine*
  • Urothelium / pathology

Substances

  • Biomarkers, Tumor
  • Cytokines
  • Proteinase Inhibitory Proteins, Secretory
  • Proteome
  • RNA, Messenger
  • SPINT1 protein, human
  • Midkine