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Updated: Jan 12, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Age-Specific Associations Between Adiposity and Mortality in U.S. Adults, 1999-2018
Yuan Lu1, Yunhan Mou2, Yuntian Liu2
1Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut, USA; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Background:
Obesity is a leading risk factor for increased mortality. However, it remains unclear how this relationship varies across different age groups.
Objectives:
The purpose of this study was to evaluate whether the associations between adiposity and mortality are modified by age in a nationally representative sample of U.S. adults.
Methods:
We analyzed data from 44,041 U.S. adults aged 18 to 79 years from the National Health and Nutrition Examination Survey (1999-2018), linked to mortality data through 2019. Anthropometric measures included body mass index, waist circumference, weight, and waist-to-height ratio. Cox proportional hazards models were used to assess the interaction between age and adiposity on all-cause and cardiovascular mortality, adjusting for demographic, behavioral, and clinical covariates.
Results:
Over a median follow-up of 10.1 years, there were 5,019 deaths (1,186 cardiovascular). Significant interactions between age and all 4 adiposity measures were observed (P < 0.05). Associations between adiposity and mortality were strongest among younger adults. For example, each 1-SD increase in body mass index was associated with a cardiovascular mortality HR of 1.49 (95% CI: 1.27-1.77) in adults aged 18 to 49 years, vs 1.15 (95% CI: 0.99-1.32) in those aged 70 to 79 years. Class 3 obesity was associated with a cardiovascular mortality HR of 4.37 (95% CI: 2.01-9.50) in younger adults. Underweight status was also associated with elevated all-cause mortality, particularly among younger individuals (HR: 2.04; 95% CI: 1.24-3.36).
Conclusions:
Age significantly modifies the relationship between adiposity and mortality. Younger adults experience greater mortality risks from both obesity and underweight, underscoring the need for early, age-tailored interventions.
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