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A frailty index predicts survival and incident multimorbidity independent of markers of HIV disease severity

Giovanni Guaraldi, Thomas D. Brothers, Stefano Zona, Chiara Stentarelli, Federica Carli, Andrea Malagoli, Antonella Santoro, Marianna Menozzi, Chiara Mussi, Cristina Mussini, Susan Kirkland, Julian Falutz, Kenneth Rockwood

AIDS · 2015 · ▲ 174 citations

Abstract

OBJECTIVES: Aging with HIV is associated with multisystem vulnerability that might be well characterized by frailty. We sought to construct a frailty index based on health deficit accumulation in a large HIV clinical cohort and evaluate its validity including the ability to predict mortality and incident multimorbidity. DESIGN AND METHODS: This is an analysis of data from the prospective Modena HIV Metabolic Clinic cohort, 2004-2014. Routine health variables were screened for potential inclusion in a frailty index. Content, construct, and criterion validity of the frailty index were assessed. Multivariable regression models were built to investigate the ability of the frailty index to predict survival and incident multimorbidity (at least two chronic disease diagnoses) after adjusting for known HIV-related and behavioral factors. RESULTS: Two thousand, seven hundred and twenty participants (mean age 46 ± 8; 32% women) provided 9784 study visits; 37 non-HIV-related variables were included in a frailty index. The frailty index exhibited expected characteristics and met validation criteria. Predictors of survival were frailty index (0.1 increment, adjusted hazard ratio 1.63, 95% confidence interval 1.05-2.52), current CD4 cell count (0.48, 0.32-0.72), and injection drug use (2.51, 1.16-5.44). Predictors of incident multimorbidity were frailty index (adjusted incident rate ratio 1.98, 1.65-2.36), age (1.07, 1.05-1.09), female sex (0.61, 0.40-0.91), and current CD4 cell count (0.71, 0.59-0.85). CONCLUSION: Among people aging with HIV in northern Italy, a frailty index based on deficit accumulation predicted survival and incident multimorbidity independently of HIV-related and behavioral risk factors. The frailty index holds potential value in quantifying vulnerability among people aging with HIV.

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OpenAlex
DOI
10.1097/qad.0000000000000753
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2026-07-25 MST

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APA
Guaraldi, G., Brothers, T.D., Zona, S., Stentarelli, C., Carli, F., Malagoli, A., Santoro, A., Menozzi, M., Mussi, C., Mussini, C., Kirkland, S., Falutz, J., &amp; Rockwood, K. (2015). A frailty index predicts survival and incident multimorbidity independent of markers of HIV disease severity. <em>AIDS</em>. https://doi.org/10.1097/qad.0000000000000753
Vancouver
Guaraldi G, Brothers TD, Zona S, Stentarelli C, Carli F, Malagoli A, et al. A frailty index predicts survival and incident multimorbidity independent of markers of HIV disease severity. AIDS. 2015. doi:10.1097/qad.0000000000000753.
BibTeX
@unpublished{giovanni2015Afrail, title = {A frailty index predicts survival and incident multimorbidity independent of markers of HIV disease severity}, author = {Giovanni Guaraldi and Thomas D. Brothers and Stefano Zona and Chiara Stentarelli and Federica Carli and Andrea Malagoli and Antonella Santoro and Marianna Menozzi and Chiara Mussi and Cristina Mussini and Susan Kirkland and Julian Falutz and Kenneth Rockwood}, journal = {AIDS}, year = {2015}, doi = {10.1097/qad.0000000000000753}, }

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