A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection

PLoS One. 2017 May 3;12(5):e0176282. doi: 10.1371/journal.pone.0176282. eCollection 2017.

Abstract

Background: Liver fibrosis progresses rapidly in HIV-Hepatitis C virus (HCV) co-infected individuals partially due to heightened inflammation. Immune markers targeting stages of fibrogenesis could aid in prognosis of fibrosis.

Methods: A case-cohort study was nested in the prospective Canadian Co-infection Cohort (n = 1119). HCV RNA positive individuals without fibrosis, end-stage liver disease or chronic Hepatitis B at baseline (n = 679) were eligible. A random subcohort (n = 236) was selected from those eligible. Pro-fibrogenic markers and Interferon Lambda (IFNL) rs8099917 genotype were measured from first available sample in all fibrosis cases (APRI ≥ 1.5 during follow-up) and the subcohort. We used Cox proportional hazards and compared Model 1 (selected clinical predictors only) to Model 2 (Model 1 plus selected markers) for predicting 3-year risk of liver fibrosis using weighted Harrell's C and Net Reclassification Improvement indices.

Results: 113 individuals developed significant liver fibrosis over 1300 person-years (8.63 per 100 person-years 95% CI: 7.08, 10.60). Model 1 (age, sex, current alcohol use, HIV RNA, baseline APRI, HCV genotype) was nested in model 2, which also included IFNL genotype and IL-8, sICAM-1, RANTES, hsCRP, and sCD14. The C indexes (95% CI) for model 1 vs. model 2 were 0.720 (0.649, 0.791) and 0.756 (0.688, 0.825), respectively. Model 2 classified risk more appropriately (overall net reclassification improvement, p<0.05).

Conclusions: Including IFNL genotype and inflammatory markers IL-8, sICAM-1, RANTES, hs-CRP, and sCD14 enabled better prediction of the 3-year risk of significant liver fibrosis over clinical predictors alone. Whether this modest improvement in prediction justifies their additional cost requires further cost-benefit analyses.

MeSH terms

  • Adult
  • Canada
  • Cohort Studies
  • Female
  • HIV Infections / complications*
  • Hepatitis C / complications*
  • Humans
  • Liver Cirrhosis / complications
  • Liver Cirrhosis / pathology*
  • Male
  • Middle Aged
  • Models, Biological*
  • Prognosis
  • Prospective Studies

Grants and funding

This work was funded by the Canadian Institutes of Health Research (#HEO-115694; http://www.cihr-irsc.gc.ca/). The Canadian Co-infection Cohort is funded by Fonds de recherche Québec-Santé, Réseau SIDA/maladies infectieuses (#n/a; http://www.reseausidami.quebec/), the Canadian Institutes of Health Research (#FDN-143270; http://www.cihr-irsc.gc.ca/), and the CIHR Canadian HIV Trials Network (#CTN222; http://www.hivnet.ubc.ca/); Dr. Marina B. Klein is supported by a Chercheur National career award from the FRQ-S (#27267;http://www.frqs.gouv.qc.ca/). Nasheed Moqueet was supported by a doctoral research award from the Canadian Institutes of Health Research (CIHR DRA; 201010MDR) and the Canadian Network on Hepatitis C (#n/a; http://www.canhepc.ca/). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.