A Monte Carlo simulation of advanced HIV disease: application to prevention of CMV infection

Med Decis Making. 1998 Apr-Jun;18(2 Suppl):S93-105. doi: 10.1177/0272989X98018002S11.

Abstract

Background: Disagreement exists among decision makers regarding the allocation of limited HIV patient care resources and, specifically, the comparative value of preventing opportunistic infections in late-stage disease.

Methods: A Monte Carlo simulation framework was used to evaluate a state-transition model of the natural history of HIV illness in patients with CD4 counts below 300/mm3 and to project the costs and consequences of alternative strategies for preventing AIDS-related complications. The authors describe the model and demonstrate how it may be employed to assess the cost-effectiveness of oral ganciclovir for prevention of cytomegalovirus (CMV) infection.

Results: Ganciclovir prophylaxis confers an estimated additional 0.7 quality-adjusted month of life at a net cost of $10,700, implying an incremental cost-effectiveness ratio of roughly $173,000 per quality-adjusted life year gained. Sensitivity analysis reveals that this baseline result is stable over a wide range of input data estimates, including quality of life and drug efficacy, but it is sensitive to CMV incidence and drug price assumptions.

Conclusions: The Monte Carlo simulation framework offers decision makers a powerful and flexible tool for evaluating choices in the realm of chronic disease patient care. The authors have used it to assess HIV-related treatment options and continue to refine it to reflect advances in defining the pathogenesis and treatment of AIDS. Compared with alternative interventions, CMV prophylaxis does not appear to be a cost-effective use of scarce HIV clinical care funds. However, targeted prevention in patients identified to be at higher risk for CMV-related disease may warrant consideration.

Publication types

  • Comparative Study
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • AIDS-Related Opportunistic Infections / economics
  • AIDS-Related Opportunistic Infections / prevention & control*
  • Antiviral Agents / economics*
  • Antiviral Agents / therapeutic use*
  • CD4 Lymphocyte Count
  • Cost-Benefit Analysis
  • Cytomegalovirus Infections / economics
  • Cytomegalovirus Infections / prevention & control*
  • Decision Making
  • Ganciclovir / economics*
  • Ganciclovir / therapeutic use*
  • HIV Infections / drug therapy
  • HIV Infections / economics*
  • Health Care Rationing / economics
  • Humans
  • Models, Economic
  • Monte Carlo Method*
  • Quality-Adjusted Life Years

Substances

  • Antiviral Agents
  • Ganciclovir