Proteomic fingerprinting in HIV/HCV co-infection reveals serum biomarkers for the diagnosis of fibrosis staging

PLoS One. 2018 Apr 2;13(4):e0195148. doi: 10.1371/journal.pone.0195148. eCollection 2018.

Abstract

Background: Hepatic complications of hepatitis C virus (HCV), including fibrosis and cirrhosis are accelerated in human immunodeficiency virus (HIV)-infected individuals. Although, liver biopsy remains the gold standard for staging HCV-associated liver disease, this test can result in serious complications and is subject to sampling errors. These challenges have prompted a search for non-invasive methods for liver fibrosis staging. To this end, we compared serum proteome profiles at different stages of fibrosis in HIV/HCV co- and HCV mono-infected patients using surface-enhanced laser desorption ionization time-of-flight mass spectrometry (SELDI-TOF MS).

Methods: Sera from 83 HIV/HCV co- and 68 HCV mono-infected subjects in 4 stages of fibrosis were tested. Sera were fractionated, randomly applied to protein chip arrays (IMAC, CM10 and H50) and spectra were generated at low and high laser intensities.

Results: Sixteen biomarkers achieved a p value < 0.01 (ROC values > 0.75 or < 0.25) predictive of fibrosis status in co-infected individuals and 14 in mono infected subjects. Five of these candidate biomarkers contributed to both mono- and co-infected subjects. Candidate diagnostic algorithms were created to distinguish between non-fibrotic and fibrotic individuals using a panel of 4 biomarker peaks.

Conclusion: These data suggest that SELDI MS profiling can identify diagnostic serum biomarkers for fibrosis that are both common and distinct in HIV/HCV co-infected and HCV mono-infected individuals.

Publication types

  • Multicenter Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers
  • Canada
  • Clinical Decision-Making
  • Coinfection*
  • Decision Trees
  • HIV Infections / blood*
  • HIV Infections / complications*
  • Hepatitis C / blood*
  • Hepatitis C / complications*
  • Humans
  • Liver Cirrhosis / diagnosis*
  • Liver Cirrhosis / etiology*
  • Proteome*
  • Proteomics* / methods
  • ROC Curve
  • Severity of Illness Index
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization

Substances

  • Biomarkers
  • Proteome

Grants and funding

This study was funded by the Canadian Institute of Health Research (HOP-90182 to MBK). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.