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September 20, 2016; 87 (12) Article

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
First published August 24, 2016, DOI: https://doi.org/10.1212/WNL.0000000000003115
Ashkan Shoamanesh
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Sarah R. Preis
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Alexa S. Beiser
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Carlos S. Kase
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Philip A. Wolf
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Ramachandran S. Vasan
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Emelia J. Benjamin
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Sudha Seshadri
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Jose R. Romero
From the McMaster University and Population Health Research Institute (A.S.), Hamilton, Canada; Boston University School of Public Health (S.R.P., A.S.B., E.J.B.), Boston; and Boston University School of Medicine (A.S., A.S.B., C.S.K., P.A.W., R.S.V., E.J.B., S.S., J.R.R.), Boston, MA.
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Citation
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
Neurology Sep 2016, 87 (12) 1206-1211; DOI: 10.1212/WNL.0000000000003115

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Abstract

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.

GLOSSARY

CE=
cerebral embolus;
CI=
confidence interval;
CRP=
C-reactive protein;
HR=
hazard ratio;
IIS=
incident ischemic stroke;
NRI=
net reclassification improvement;
tHcy=
total homocysteine;
TNFR2=
tumor necrosis factor receptor 2;
VEGF=
vascular endothelial growth factor

Footnotes

  • ↵* These authors contributed equally to this work as senior authors.

  • Go to Neurology.org for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Supplemental data at Neurology.org

  • Editorial, page 1194

  • Received December 9, 2015.
  • Accepted in final form May 17, 2016.
  • © 2016 American Academy of Neurology
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