Aging & Longevity

Association of biological age markers with stroke prevalence: Insights from a cross-sectional study.

TL;DR

Biological age markers, particularly PhenoAge and its acceleration, were significantly associated with stroke prevalence and all-cause mortality, suggesting they may enhance stroke risk stratification and management.

Key Findings

Both PhenoAge and BioAge were significantly associated with stroke risk in a cross-sectional analysis of 37,832 NHANES participants.

  • BioAge association with stroke: OR 1.01, 95% CI 1.00-1.01, p = 0.003
  • PhenoAge association with stroke: OR 1.04, 95% CI 1.03-1.06, p < 0.001
  • Data drawn from NHANES 1999-2018 with 37,832 participants after exclusion of those with incomplete data
  • Stroke was self-reported and biological ageing markers were calculated using established algorithms

Accelerated biological ageing (both PhenoAgeAccel and BioAgeAccel) significantly increased stroke risk.

  • BioAgeAccel: OR 1.35, 95% CI 1.15-1.58, p < 0.001
  • PhenoAgeAccel: OR 1.60, 95% CI 1.38-1.85, p < 0.001
  • Biological age accelerations represented the difference between biological and chronological age
  • PhenoAgeAccel showed a stronger association with stroke risk than BioAgeAccel

PhenoAge showed the highest discrimination for stroke among the biological age markers examined.

  • PhenoAge area under the curve (AUC) = 0.80 for stroke discrimination
  • This was the highest AUC among the biological ageing markers tested
  • AUC was used as the metric for assessing discriminative ability for stroke prevalence

Accelerated biological ageing predicted higher all-cause and cardiovascular mortality in stroke patients.

  • PhenoAgeAccel was associated with all-cause mortality: HR = 3.18, 95% CI 2.91-3.48, p < 0.001
  • Mortality data were obtained from the NHANES linked mortality file
  • Both all-cause and cardiovascular mortality outcomes were assessed

Stroke patients in the study sample were predominantly older, male, and more likely to be White.

  • These demographic characteristics were observed among the stroke prevalence group within the 37,832-participant NHANES sample
  • The study covered NHANES data from 1999 to 2018
  • Participants with incomplete data were excluded from analyses

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Citation

Zhang X, Xing Z, Jiang Y, Li W, Guo S, Zhou B, et al.. (2026). Association of biological age markers with stroke prevalence: Insights from a cross-sectional study.. Journal of the neurological sciences. https://doi.org/10.1016/j.jns.2026.125843