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J Res Health Sci. 2025;25(4): e00667.
doi: 10.34172/jrhs.11310
  Abstract View: 11
  PDF Download: 7

Original Article

Investigating the Risk Factors in Progression of HIV Disease Using an Illness-Death Multistate Model

Roghayyeh Hassanzadeh 1,2 ORCID logo, Hossein Mahjub 1,3 ORCID logo, Mohammad Mirzaei 4, Fariba Keramat 5,6, Maryam Farhadian 1,3* ORCID logo

1 Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
2 Student Research Committee, Hamadan University of Medical Sciences, Hamadan, Iran
3 Research Center for Health Sciences, Institute of Health Sciences and Technologies, Avicenna Health Research Institute, Hamadan University of Medical Sciences, Hamadan, Iran
4 Department of Epidemiology, School of Public Health, Hamadan Health Center, Hamadan University of Medical Sciences, Hamadan, Iran
5 Department of Infectious Diseases, School of Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
6 Brucellosis Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
*Corresponding Author: Maryam Farhadian, Email: maryam_farhadian80@yahoo.com

Abstract

Background: The trend of human immunodeficiency virus (HIV) disease progress is different for every patient. Some patients may experience events during the course of their disease that can affect disease progression and death. The main objective of the present study was to investigate the effect of risk factors in progression of HIV disease, taking into account intermediate events, using a multistate model.

Study Design: A retrospective cohort study.

Methods: The current study used information from 673 HIV-infected adult patients registered at the Hamadan Provincial Health Center in Iran, between 1997 and 2023. A multistate framework was described to investigate the progression of HIV disease over time. Three states (HIV-infected, acquired immunodeficiency syndrome [AIDS], and death) and three possible transitions (from HIV to AIDS, from HIV to death, and from AIDS to death) were considered in this framework. An illness-death multistate model was applied to determine the effect of risk factors on these transitions.

Results: The results revealed that receiving antiretroviral therapy (ART) significantly decreased the hazard of transition from HIV to AIDS, whereas older age, tuberculosis (TB) co-infection, and treatment with the final guideline intensified the hazard of the mentioned transition. Low education, older age, and unprotected sexual transmission increased the risk of transition from HIV to death, while receiving ART and treatment with the final guideline decreased the risk of this transition. Receiving ART, being employed, having a history of prison, and being treated with the final guideline could decrease the hazard of transition from AIDS to death, whereas TB co-infection increased the hazard of this transition.

Conclusion: Implementing strategies for early diagnosis, timely treatment, adherence to treatment, as well as screening and TB treatment, especially at younger ages, can be useful in reducing AIDS progression and mortality.



Please cite this article as follows: Hassanzadeh R, Mahjub H, Mirzaei M, Keramat F, Farhadian M. Investigating the risk factors in progression of HIV disease using an illness-death multistate model. J Res Health Sci. 2025; 25(4):e00667. doi:10.34172/jrhs.11310
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Abstract View: 12

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Submitted: 20 May 2025
Revision: 12 Jul 2025
Accepted: 10 Aug 2025
ePublished: 15 Sep 2025
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