Journal of Stroke & Cerebrovascular Diseases
Volume 17, Issue 6 , Pages 344-355, November 2008

Inflammation and Hemostasis Biomarkers for Predicting Stroke in Postmenopausal Women: The Women's Health Initiative Observational Study

  • Robert C. Kaplan, PhD

      Affiliations

    • Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
    • Corresponding Author InformationAddress correspondence to Robert C. Kaplan, PhD, Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Ave, Belfer 1306C, Bronx, NY 10461.
  • ,
  • Aileen P. McGinn, PhD

      Affiliations

    • Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
  • ,
  • Alison E. Baird, MD

      Affiliations

    • National Institute of Neurological Disorders and Stroke, Stroke Neuroscience Unit, Bethesda, Maryland
  • ,
  • Susan L. Hendrix, DO

      Affiliations

    • Department of Obstetrics and Gynecology, Wayne State University School of Medicine/Hutzel Women's Hospital, Detroit, Michigan
  • ,
  • Charles Kooperberg, PhD

      Affiliations

    • Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
  • ,
  • John Lynch, DO, MPH

      Affiliations

    • National Institute of Neurological Disorders and Stroke, Stroke Neuroscience Unit, Bethesda, Maryland
  • ,
  • Daniel M. Rosenbaum, MD

      Affiliations

    • Department of Neurology SUNY Downstate, Brooklyn, New York
  • ,
  • Karen C. Johnson, MD, MPH

      Affiliations

    • University of Tennessee Health Science Center, Memphis, Tennessee
  • ,
  • Howard D. Strickler, MD, MPH

      Affiliations

    • Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
  • ,
  • Sylvia Wassertheil-Smoller, PhD

      Affiliations

    • Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York

Received 26 November 2007; received in revised form 4 April 2008; accepted 21 April 2008.

Background

Inflammatory and hemostasis-related biomarkers may identify women at risk of stroke.

Methods

Hormones and Biomarkers Predicting Stroke is a study of ischemic stroke among postmenopausal women participating in the Women's Health Initiative observational study (n = 972 case-control pairs). A Biomarker Risk Score (BRS) was derived from levels of 7 inflammatory and hemostasis-related biomarkers that appeared individually to predict risk of ischemic stroke: C-reactive protein (CRP), interleukin-6, tissue plasminogen activator, D-dimer, white blood cell count, neopterin, and homocysteine. The c index was used to evaluate discrimination.

Results

Of all the individual biomarkers examined, CRP emerged as the only independent single predictor of ischemic stroke (adjusted odds ratio comparing Quartile4 v Quartile1 = 1.64, 95% confidence interval: 1.15-2.32, P = .01) after adjustment for other biomarkers and standard stroke risk factors. The BRS identified a gradient of increasing stroke risk with a greater number of elevated inflammatory/hemostasis biomarkers, and improved the c index significantly compared with standard stroke risk factors (P = .02). Among the subset of individuals who met current criteria for high-risk levels of CRP (>3.0 mg/L), the BRS defined an approximately 2-fold gradient of risk. We found no evidence for a relationship between stroke and levels of E-selectin, fibrinogen, tumor necrosis factor-α, vascular cell adhesion molecule-1, prothrombin fragment 1+2, Factor VIIC, or plasminogen activator inhibitor-1 antigen (P > .15).

Discussion

The findings support the further exploration of multiple biomarker panels to develop approaches for stratifying an individual's risk of stroke.

Key Words: Stroke, epidemiology, women

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 The Women's Health Initiative program is funded by the National Heart, Lung, and Blood Institute, US Department of Health and Human Services. The Hormones and Biomarkers Predicting Stroke (HaBPS) Study is funded by the National Institute of Neurological Disorders and Stroke, Bethesda, Md, US Department of Health and Human Services. The funders had no role in the design, conduct, or manuscript preparation for the HaBPS Study.

PII: S1052-3057(08)00086-4

doi:10.1016/j.jstrokecerebrovasdis.2008.04.006

Journal of Stroke & Cerebrovascular Diseases
Volume 17, Issue 6 , Pages 344-355, November 2008