Creation of a Multimorbidity Health Conditions Index for Caloric Restriction Studies in Older Adults

Abstract Using multiple sources, we provide the conceptual justification and statistical support for a multimorbidity outcome associated with 29 obesity-related conditions, which we term the Health Conditions Index (HCI). The HCI was designed to capture the health effects of multi-year studies of caloric restriction in older adults with overweight or obesity. We used a subset of participants from the Health, Aging and Body Composition Cohort Study for whom weight loss would be indicated to evaluate multiple aspects of the index and its components over five years of follow-up. The 937 participants in the subset had an average age of 73 years and BMI of 30.7 kg/m2, 53% were female and 43% were Black. The components of the HCI were consistently related to initial BMI and percent body fat on cohort entry, generally showed an increasing prevalence over the 5-yr follow-up, and, as a composite index, the HCI exhibited an association between faster progression and higher initial levels of age, BMI, and percent body fat. Further, the initial HCI was associated with a statistically significant increase in the rate of mortality over 5-years of follow-up (hazard ratio [95% CI]: 1.22 [1.04, 1.44]). By using outcomes like the HCI, clinical trials of caloric restriction in older adults may gain a better understanding of how intentional weight loss relates to future risk of multiple health conditions associated with aging.

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Journal
Innovation in Aging
Published
2025-12-01
DOI
https://doi.org/10.1093/geroni/igaf122.1021
Primary Topic
Chronic Disease Management Strategies
Type
article
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article

Creation of a Multimorbidity Health Conditions Index for Caloric Restriction Studies in Older Adults

Fang‐Chi Hsu, Denise K. Houston, Anne Newman, M. E Miller et al.
Innovation in Aging
Chronic Disease Management Strategies
article

Creation of a Multimorbidity Health Conditions Index for Caloric Restriction Studies in Older Adults

Fang‐Chi Hsu, Denise K. Houston, Anne Newman, M. E Miller, Haiying Chen, Mark Espeland, W Jack Rejeski, Stephen Kritchevsky
article en

Abstract

Abstract Using multiple sources, we provide the conceptual justification and statistical support for a multimorbidity outcome associated with 29 obesity-related conditions, which we term the Health Conditions Index (HCI). The HCI was designed to capture the health effects of multi-year studies of caloric restriction in older adults with overweight or obesity. We used a subset of participants from the Health, Aging and Body Composition Cohort Study for whom weight loss would be indicated to evaluate multiple aspects of the index and its components over five years of follow-up. The 937 participants in the subset had an average age of 73 years and BMI of 30.7 kg/m2, 53% were female and 43% were Black. The components of the HCI were consistently related to initial BMI and percent body fat on cohort entry, generally showed an increasing prevalence over the 5-yr follow-up, and, as a composite index, the HCI exhibited an association between faster progression and higher initial levels of age, BMI, and percent body fat. Further, the initial HCI was associated with a statistically significant increase in the rate of mortality over 5-years of follow-up (hazard ratio [95% CI]: 1.22 [1.04, 1.44]). By using outcomes like the HCI, clinical trials of caloric restriction in older adults may gain a better understanding of how intentional weight loss relates to future risk of multiple health conditions associated with aging.

Innovation in AgingVol. 9(Supplement_2)
University of Pittsburgh (US), Wake Forest University (US)
Good health and well-being
Openalex Percentile: Top 28%
Chronic Disease Management Strategies
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Creation of a Multimorbidity Health Conditions Index for Caloric Restriction Studies in Older Adults — Fang‐Chi Hsu, Denise K. Houston, et al. · Innovation in Aging (2025) | TGRS Research Map | TGRS