Modeling the survival in patients with HIV by the presence of competing risks for death: sub-distribution and cause-specific hazard approach

Ghodratollah Roshanaei, Razieh Imani, Jalal Poorolajal, Mohammad Asghari-Jafarabadi, Seyede Momeneh Mohammadi

Research output: Contribution to journalArticleResearchpeer-review

Abstract

Aim: In the presence of competing risks, patients with human immunodeficiency viruses (HIV) experience death by various causes, including co-infection with acquired immune deficiency syndrome (AIDS) with tuberculosis (TB), AIDS, and other causes in the follow-up. This study aimed to model the survival in patients with HIV in the presence of these competing causes of death utilizing sub-distribution hazard (SDH) and cause-specific hazard (CSH) models to overcome biased estimates of the classical analyses. Subject and methods: In this longitudinal study, patients with HIV+ diagnosis (n = 2328) were recruited from Imam Khomeini and Zamzam consulting centers from 2003 to 2012. In the presence of the competing causes of death, the SDH and CSH models evaluated the effect of underlying predictors on the cumulative incidence and instantaneous hazards, respectively, with the cmprisk package in R4.1 software. Results: The median survival time of patients with AIDS+TB, AIDS and other causes were 7.79 (SE.84), 11.57 (SE.98), and 14.1 (SE.91), respectively. In the SDH model, CD4(350+) [AIDS: sub-distribution hazard ratio (SHR) =.13, 95% confidence interval(CI) = (.08–.19)); AIDS+TB.10(.04–.25)], antiretroviral therapy (ART) [AIDS.44(.32–.61); AIDS+TB.57(.31–.99); other.07(.02–.23)], isoniazid prophylaxis therapy (IPT) [AIDS.47(.28–.78); AIDS+TB.08(.01–.58)], and cotrimoxazole prophylaxis therapy (CPT) [AIDS.38(.22–.68)], were inversely related to hazard of death, while being a male [AIDS 2.62(1.574.39); AIDS+TB 10.43(2.32–46.83); Other 9.48(1.95–45.99)] was directly related to hazard of death. The CSH model resulted in similar estimates except for CD4(350+) which was inversely related to hazard of death by other causes. Conclusion: Taking into account the strong association of CD4(350+), ART, IPT, CPT, and being a male with the hazard of mortality caused by the competing causes of death in patients with HIV, in both SDH and CSH models, designing sex-specific policymaking and interventional programs are recommended to prolong the survival of patients with HIV. The future treatment program can utilize the results.

Original languageEnglish
Pages (from-to)1675-1683
Number of pages9
JournalJournal of Public Health
Volume30
Issue number7
DOIs
Publication statusPublished - Jul 2022
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • AIDS
  • Cause-specific
  • Competing risks
  • HIV+
  • Sub-distribution
  • TB

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