MARKOV CHAIN ESTIMATION OF LIFE EXPECTANCY OF HIV-INFECTED PATIENTS- COMPARISON OF TWO TREATMENT ALTERNATIVES
Author(s)
Bhattacharyya SK1, Langley PC2, Draugalis JR3, Cox ER4, 1Procter & Gamble Pharmaceuticals, Cincinnati, OH, USA; 2University of Colorado Health Sciences Center, Denver, CO, USA; 3The University of Arizona, Tucson, AZ, USA; 4The University of Arizona, Tucson, AZ, USA
OBJECTIVE: The primary objective of this study was to estimate survival functions and natural history of patients infected with human immunodeficiency virus (HIV) who were using antiretroviral medication with a protease inhibitor versus those who were under treatment protocols without protease inhibitors. METHOD: Data used in this study were collected using two sources: expert physician surveys and the literature search. The transition were obtained from both sources. The fundamental matrix solution of a Markov chain model was used to estimate survival functions and natural history profiles for HIV-infected patients. The research was conducted from the perspective of a managed care organization. RESULTS: The median survival time of patients with initial CD-4 cell counts above 500/mm3 for the drug regimen without a protease inhibitor was estimated to be 8.6 years compared to 12.9 years for patients taking a combination therapy with one protease inhibitor. Similar results were obtained for patients with various CD4 cell counts at the initiation of therapy. A series of natural history estimates quantified the progress of disease which showed that the use of protease inhibitors significantly reduced the rate of progression of the disease. CONCLUSION: Results from the Markov chain analysis suggested that protease inhibitors significantly improved overall survival of HIV-infected patients by deterring the progression of disease and onset of various opportunistic infections.
Conference/Value in Health Info
1998-05, ISPOR 1998, Philadelphia, PA, USA
Value in Health, Vol. 1, No. 1 (May/June 1998)
Code
PIC1
Topic
Clinical Outcomes
Topic Subcategory
Relating Intermediate to Long-term Outcomes
Disease
Infectious Disease (non-vaccine)