The modifying effect of chronological age on the predictive value of vascular aging indicators for the long-term cardiovascular events risk

Whether chronological age affects the ability of vascular aging indicators to predict cardiovascular events risk remains unknown. This study sought to examine whether the predictability of vascular aging indicators is better in middle-aged participants than older participants. This prospective cohort study included 8163 participants from a community-based atherosclerosis cohort in Beijing, China. Vascular age (VA) was defined as the predicted age in a multivariable regression model including cardiovascular risk factors and pulse wave velocity. Residuals by regressing VA on chronological age were defined as ∆-age, reflecting vascular aging. We used Cox proportional hazard regression model to examine the association between ∆-age and the risk of cardiovascular events in different chronological age groups. Of all participants, 5691 (69.7%) were between 40 and 60 years old, and 2472 (30.3%) were over 60 years old. During a median 9.9-year follow-up period, 818 (10%) endpoints were observed. After adjusting for confounders, ∆-age was positively associated with the risk of cardiovascular events in middle-aged participants (HR: 1.13, 95% CI: 1.07-1.21; p < 0.001), whereas no significant association was observed in older participants (HR: 1.03, 95% CI: 0.99-1.06; p = 0.148). Interaction analysis in total participants showed that chronological age significantly modified the relationship between ∆-age and the risk of cardiovascular events (p = 0.017). Our findings indicate that the predictive ability of residuals between VA and chronological age for the risk of cardiovascular events is better in middle-aged people than that in older people. The VA assessment may be more valuable to the middle-aged population. The modifying effect of chronological age showed that vascular aging categories in middle-aged participants have stronger predictive ability for the risk of cardiovascular events than that in older participants. MACE, a composite of non-fatal myocardial infarction, non-fatal stroke, and cardiovascular mortality; normal VA, normal vascular aging; EVA, early vascular aging; SUPERNOVA, supernormal vascular aging.

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Journal
Hypertension Research
Published
2026-01-15
DOI
https://doi.org/10.1038/s41440-025-02503-6
Primary Topic
Cardiovascular Health and Disease Prevention
Type
article
Field-Weighted Citation Impact
0.00

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article

The modifying effect of chronological age on the predictive value of vascular aging indicators for the long-term cardiovascular events risk

Fangfang Fan, Y. Zhang, T. Dong, H H Chen et al.
Hypertension Research
Cardiovascular Health and Disease Prevention
article

The modifying effect of chronological age on the predictive value of vascular aging indicators for the long-term cardiovascular events risk

Fangfang Fan, Y. Zhang, T. Dong, H H Chen, Qiwen Zheng, Yuwei Huo, Jianping Li, Jia Jia, Zhichen Dong
article en

Abstract

Whether chronological age affects the ability of vascular aging indicators to predict cardiovascular events risk remains unknown. This study sought to examine whether the predictability of vascular aging indicators is better in middle-aged participants than older participants. This prospective cohort study included 8163 participants from a community-based atherosclerosis cohort in Beijing, China. Vascular age (VA) was defined as the predicted age in a multivariable regression model including cardiovascular risk factors and pulse wave velocity. Residuals by regressing VA on chronological age were defined as ∆-age, reflecting vascular aging. We used Cox proportional hazard regression model to examine the association between ∆-age and the risk of cardiovascular events in different chronological age groups. Of all participants, 5691 (69.7%) were between 40 and 60 years old, and 2472 (30.3%) were over 60 years old. During a median 9.9-year follow-up period, 818 (10%) endpoints were observed. After adjusting for confounders, ∆-age was positively associated with the risk of cardiovascular events in middle-aged participants (HR: 1.13, 95% CI: 1.07-1.21; p < 0.001), whereas no significant association was observed in older participants (HR: 1.03, 95% CI: 0.99-1.06; p = 0.148). Interaction analysis in total participants showed that chronological age significantly modified the relationship between ∆-age and the risk of cardiovascular events (p = 0.017). Our findings indicate that the predictive ability of residuals between VA and chronological age for the risk of cardiovascular events is better in middle-aged people than that in older people. The VA assessment may be more valuable to the middle-aged population. The modifying effect of chronological age showed that vascular aging categories in middle-aged participants have stronger predictive ability for the risk of cardiovascular events than that in older participants. MACE, a composite of non-fatal myocardial infarction, non-fatal stroke, and cardiovascular mortality; normal VA, normal vascular aging; EVA, early vascular aging; SUPERNOVA, supernormal vascular aging.

Hypertension Research
Chinese Academy of Sciences (CN), Peking University (CN), Beijing Institute of Genomics (CN), Peking University First Hospital (CN)
Peking University First Hospital, Peking University
Good health and well-being
Openalex Percentile: Top 87%
Cardiovascular Health and Disease Prevention
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