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Updated: Sep 11, 2025

Measuring Frailty in HIV-infected Individuals. Identification of Frail Patients is the First Step to Amelioration and Reversal of Frailty
Published on: July 24, 2013
Changes in multimorbidity burden over a 3-5 year period among people with HIV
Luxsena Sukumaran1,2, Davide De Francesco3, Alan Winston4
1Institute for Global Health, University College London, London, United Kingdom.
Insights
As people with HIV age, multimorbidity patterns emerge, with age, BMI, and HIV duration impacting burden over time. Understanding these factors is key for targeted interventions to manage complex health conditions in this growing population.
Area of Science:
- Geriatric Medicine
- Infectious Diseases
- Epidemiology
Background:
- Aging populations with HIV face increasing multimorbidity.
- The Pharmacokinetic and clinical Observations in PeoPle over fiftY (POPPY) study tracks health in people with HIV.
- Understanding multimorbidity patterns and risk factors is crucial for this demographic.
Purpose of the Study:
- Identify common multimorbidity patterns in people with HIV.
- Examine changes in multimorbidity burden over 3-5 years.
- Investigate associations between risk factors and multimorbidity burden.
Main Methods:
- Principal component analysis to identify multimorbidity patterns.
- Calculation of standardized multimorbidity burden scores.
- Multivariable linear regression to assess risk factor associations.
Main Results:
- Five distinct multimorbidity patterns identified: Cardiovascular diseases (CVDs), Sexually transmitted diseases (STDs), Neurometabolic, Cancer, and Mental-gastro-joint.
- Older age, higher BMI, injection drug use, recreational drug use, sex between men, longer HIV duration, and prior AIDS diagnosis associated with higher baseline burden.
- Age, BMI, and duration since HIV diagnosis significantly predicted increased burden over time.
Conclusions:
- Identified key modifiable and non-modifiable factors contributing to increasing multimorbidity burden in people with HIV.
- Findings can inform targeted interventions and guidelines for prevention and management.
- Effective management strategies are needed to address the rising health challenges in aging people with HIV.
Abstract:
Introduction: As people living with HIV age, the increasing burden of multimorbidity poses a significant health challenge. The aims of this study were to identify common patterns of multimorbidity and examine changes in their burden, as well as their associations with risk factors, over a 3-5 year period in people with HIV, enrolled in the Pharmacokinetic and clinical Observations in PeoPle over fiftY (POPPY) study. Methods: Common multimorbidity patterns were identified in POPPY participants with HIV using principal component analysis, based on Somers' D statistic. Multimorbidity burden scores were calculated for each participant/pattern at study entry/follow-up and were standardised relative to the mean in the sample at baseline (scores >0 thus reflect a greater number of comorbidities relative to the mean). Two multivariable linear regression models were fitted to examine the associations between risk factors and burden z-scores at baseline and change in z-scores over a 3-5 year period. Results: Five patterns were identified among the 1073 POPPY participants with HIV {median age [interquartile range (IQR)], 52 (47-59) years; 85% male and 84% white}: Cardiovascular diseases (CVDs), Sexually transmitted diseases (STDs), Neurometabolic, Cancer and Mental-gastro-joint. The multivariable linear regression showed that older age, behavioural factors (i.e., body mass index (BMI), history of injection drug use, current recreational drug use and sex between men), and HIV-specific factors (i.e., duration since HIV diagnosis and a prior AIDS diagnosis) were associated with higher multimorbidity burden at baseline. However, only three of the factors (age, BMI and duration since HIV diagnosis) were significantly associated with an increase in burden across specific patterns over time. Discussion: Key modifiable and non-modifiable factors contributing to an increase in burden of multimorbidity were identified. Our findings may inform the development of more targeted interventions and guidelines to effectively prevent and manage the rising burden of multimorbidity in people with HIV.
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