Circulating biomarkers and incident ischemic stroke in the Framingham Offspring Study

Ashkan Shoamanesh, Sarah R. Preis, Alexa S. Beiser, Carlos S. Kase, Philip A. Wolf, Ramachandran S. Vasan, Emelia J. Benjamin, Sudha Seshadri, Jose R. Romero

Research output: Contribution to journalArticlepeer-review

40 Scopus citations


Objective: We related a panel of inflammatory biomarkers to risk of incident ischemic stroke (IIS) in a community-dwelling sample. Methods: Stroke-free Framingham offspring attending examination cycle 7 (1998-2001) had 15 circulating inflammatory biomarkers measured. Cox proportional hazard models were used to calculate the hazard ratios (HRs) of IIS per SD increment of each biomarker. Model 1 included age and sex. Model 2 additionally adjusted for systolic blood pressure, hypertension treatment, current smoking, diabetes, cardiovascular disease, and atrial fibrillation. The continuous net reclassification improvement was used to assess the improvement in IIS risk prediction of statistically significant biomarkers from our main analysis over traditional stroke risk factors. Results: In 3,224 participants (mean age 61 ± 9 years, 54% women), 98 experienced IIS (mean follow-up of 9.8 [±2.2] years). In model 1, ln-C-reactive protein (ln-CRP) (HR 1.28, 95% confidence interval [CI] 1.04-1.56), ln-tumor necrosis factor receptor 2 (ln-TNFR2) (HR 1.33, 95% CI 1.09-1.63), ln-total homocysteine (ln-tHcy) (HR 1.32, 95% CI 1.11-1.58), and vascular endothelial growth factor (VEGF) (HR 1.25, 95% CI 1.07-1.46) were associated with risk of IIS. All associations, except for ln-CRP, remained significant in model 2 (ln-TNFR2: HR 1.24, 95% CI 1.02-1.51; ln-tHcy: HR 1.20, 95% CI 1.01-1.43; and VEGF: HR 1.21, 95% CI 1.04-1.42). The addition of these 4 biomarkers to the clinical Framingham Stroke Risk Profile score improved stroke risk prediction (net reclassification improvement: 0.34, 0.12-0.57; p < 0.05). Conclusions: Higher levels of 4 biomarkers - CRP, tHcy, TNFR2, and VEGF - increased risk of IIS and improved the predictive ability of the Framingham Stroke Risk Profile score. Further research is warranted to explore their role as potential therapeutic targets.

Original languageEnglish (US)
Pages (from-to)1206-1211
Number of pages6
Issue number12
StatePublished - Sep 20 2016
Externally publishedYes

ASJC Scopus subject areas

  • Clinical Neurology


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