Functional Vulnerability and Long-Term Mortality in Adults With Ankle-Brachial Index-Defined Peripheral Artery Disease: A NHANES Cohort Study
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Updated: Oct 30, 2026

Ultrasound Assessment of Endothelial-Dependent Flow-Mediated Vasodilation of the Brachial Artery in Clinical Research
Published on: October 22, 2014
1Affiliation: Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, 221002, P.R. China.
Objectives:
Functional limitations are common in peripheral artery disease (PAD), but the association of a brief self-reported functional-burden measure with objectively defined PAD and long-term mortality remains incompletely characterized.
Methods:
We analyzed National Health and Nutrition Examination Survey 1999-2004 participants aged >=40 years with ankle-brachial index (ABI), physical functioning, and linked mortality data. PAD was defined as minimum ABI <=0.90. A NHANES-derived functional vulnerability index (NFVI; range 0-4) was constructed from difficulty walking a quarter mile, walking up ten steps, stooping/crouching/kneeling, and standing for long periods. NFVI was intended as a brief functional-burden measure rather than a diagnostic frailty instrument. Survey-weighted models evaluated PAD status, NFVI, and mortality, with validated modified cardiovascular health (mCVH) used for additional adjustment.
Results:
The PAD NFVI cohort included 462 participants and 375 deaths. PAD was associated with high NFVI after adjustment for sociodemographic factors and mCVH (OR 1.748, 95% CI 1.218-2.510; P=0.005). In PAD participants, each 1-point higher NFVI was associated with all-cause mortality after adjustment for sociodemographic factors and minimum ABI (HR 1.095, 95% CI 1.017-1.179; P=0.017). After additional mCVH adjustment, the continuous association was attenuated (HR 1.075, 95% CI 0.993-1.165; P=0.075), whereas high NFVI remained associated with mortality (HR 1.346, 95% CI 1.026-1.767; P=0.032). Complete-case selection was substantial (462/647 PAD participants), with marked differences between included and excluded participants, particularly in age, potentially limiting generalizability.
Conclusions:
Functional vulnerability was more common among adults with ABI-defined PAD and was associated with long-term all-cause mortality. These findings demonstrate an epidemiologic association rather than the clinical utility, validation, or incremental prognostic value of NFVI and do not establish a clinically meaningful NFVI mortality threshold. Prospective PAD-specific validation and comparison with established frailty measures are required before clinical use.
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