Competing risks multi-state model for time-to-event data analysis of HIV/AIDS: a retrospective cohort national datasets, Ethiopia.

Publication date: Dec 18, 2024

Tuberculosis (TB) remains the most common opportunistic infection and leading cause of death among individuals living with HIV/AIDS in Ethiopia. Its significant impact on morbidity and mortality underscores the crucial link between these two diseases. While the advent of antiretroviral therapy (ART) has led to a dramatic decline in mortality rates among HIV/AIDS patients, TB continues to pose a substantial threat. This study aims to estimate the probability of death due to TB among HIV/AIDS patients on ART, considering the presence of various competing risks, including diarrhea, other infections, and unknown/unspecified causes. Also we have assessed the effects of prognostic factors on HIV/AIDS cause specific deaths, compared with the death from other competing risks, and exploring leading cause of death among HIV/AIDS patients on Antiretroviral Therapy. Data from a retrospective research examining the effectiveness of antiretroviral therapy (ART) in Ethiopia were used in this investigation. The data came from medical records of patients who were part of the national ART program. A total of 39,590 records were gathered between October 2019 and March 2020 from all regions of Ethiopia as well as the administration cities of Addis Ababa and Dire Dawa. The study facilities were grouped using a multi-stage sample technique and simple random selection was used to select health facility and a person record from medical records. In the presence of the competing causes of death, Cause specific hazard, subdistribution hazard model and flexible parametric proportional hazard model have been used to assess the effect of covariates on the risk of death, with the cmprisk package in R4. 3.2 software. Out of the total 1212 deaths, 542(44. 7%) died competing with other opportunistic infection (TE-Esophageal Candidiasis, TO-oral, CT-CNS Toxoplasmosis, CM-Crypotococcal Meningitis. ..), 421 (34. 7%) died due to tuberculosis and the remaining death were unknown/Not specified infection 222(18. 3%) and diarrhea 27(2. 2%). Rates of mortality caused by tuberculosis, competing with other opportunistic infection, diarrhea and unknown/Not specified were 3. 5, 4. 5, 0. 2 and 1. 8 per 1000 person-months, respectively. Having a higher CD4 count at diagnosis, responding to combination antiretroviral treatment (cART) six months after start, and having prophylactic treatment for pneumocystis pneumonia (PCP) decreased the risk of tuberculosis, other opportunistic infections, and unidentified and diarrheal causes of death. However, older age, late HIV. AIDS diagnosis, and the last HIV/AIDS WHO clinical stages increased the hazard of tuberculosis and other opportunistic disease mortality. Additionally, male gender, older age and last HIV clinical stages increased the mortality HIV/AIDS patients. The findings of this study demonstrated that TB, an opportunistic infection, was the primary cause of death in HIV/AIDS patients, despite the presence of several competing risks, such as diarrhea, other infections, and an undetermined or unclear cause. It’s important to use effective techniques to quickly detect those who have HIV or AIDS and provide them with care and treatment to increase their chances of surviving.

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Concepts Keywords
Crypotococcal ·Cause-specific hazard
Increase ·Sub-distribution hazard
October Acquired Immunodeficiency Syndrome
Therapy Adolescent
Tuberculosis Adult
AIDS
AIDS-Related Opportunistic Infections
Anti-HIV Agents
Anti-HIV Agents
Anti-Retroviral Agents
Anti-Retroviral Agents
Cause of Death
Child
Competing risk
Cumulative Incidence Function
Data Analysis
Ethiopia
Female
HIV Infections
Humans
Male
Middle Aged
Retrospective Studies
Risk Factors
Tuberculosis
Young Adult

Semantics

Type Source Name
disease MESH AIDS
disease MESH Tuberculosis
pathway KEGG Tuberculosis
disease MESH opportunistic infection
disease MESH cause of death
disease MESH morbidity
disease MESH death
disease MESH infections
disease MESH causes
disease IDO facility
disease MESH Candidiasis
disease MESH Toxoplasmosis
pathway KEGG Toxoplasmosis
disease MESH Meningitis
disease IDO infection
disease MESH pneumocystis pneumonia
drug DRUGBANK Phencyclidine
disease MESH Infectious Diseases
pathway REACTOME Reproduction
drug DRUGBANK Coenzyme M
disease IDO country
disease IDO immunodeficiency
disease IDO process
drug DRUGBANK Dimethyl sulfone
disease IDO intervention
disease MESH viral load
disease MESH marital status
disease MESH Hepatitis
drug DRUGBANK Hyaluronic acid
drug DRUGBANK Nitazoxanide
drug DRUGBANK Methionine
drug DRUGBANK L-Citrulline
drug DRUGBANK Indoleacetic acid
drug DRUGBANK Trestolone
disease MESH anemia
pathway REACTOME Immune System
disease IDO role
disease MESH AIDS-Related Opportunistic Infections
disease MESH HIV Infections

Original Article

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