The Use of Blood Biomarkers to Predict Poor Outcome After Acute Transient Ischemic Attack or Ischemic Stroke
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Whiteley, William
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Univ Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, ScotlandUniv Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Whiteley, William
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Wardlaw, Joanna
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Univ Edinburgh, SINAPSE Collaborat, SFC Brain Imaging Res Ctr, Edinburgh EH4 2XU, Midlothian, ScotlandUniv Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Wardlaw, Joanna
[3
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Dennis, Martin
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机构:Univ Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Dennis, Martin
Lowe, Gordon
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Univ Glasgow, Royal Infirm, Div Cardiovasc & Med Sci, Glasgow, Lanark, ScotlandUniv Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Lowe, Gordon
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Rumley, Ann
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Univ Glasgow, Royal Infirm, Div Cardiovasc & Med Sci, Glasgow, Lanark, ScotlandUniv Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Rumley, Ann
[2
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Sattar, Naveed
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Univ Glasgow, Royal Infirm, Div Cardiovasc & Med Sci, Glasgow, Lanark, ScotlandUniv Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Sattar, Naveed
[2
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Welsh, Paul
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Univ Glasgow, Royal Infirm, Div Cardiovasc & Med Sci, Glasgow, Lanark, ScotlandUniv Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Welsh, Paul
[2
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Green, Alison
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机构:Univ Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
Green, Alison
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Andrews, Mary
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Sandercock, Peter
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[1] Univ Edinburgh, Western Gen Hosp, Dept Clin Neurosci, Div Clin Neurosci, Edinburgh EH4 2XU, Midlothian, Scotland
[2] Univ Glasgow, Royal Infirm, Div Cardiovasc & Med Sci, Glasgow, Lanark, Scotland
Background and Purpose-The prediction of death or disability ("poor outcome") after stroke by validated clinical models might be improved by the addition of blood biomarker measurements. We investigated whether such measurements improved the classification of patients into 4 categories of predicted risk of poor outcome: very high, intermediate high, intermediate low, and very low. Methods-We prospectively recruited symptomatic patients within 24 hours of ischemic cerebrovascular events. We measured clinical prognostic variables in each patient. We drew blood soon after admission and measured markers of inflammation, thrombosis, cardiac strain, and cerebral damage. We assessed poor outcome at 3 months with the modified Rankin Scale and recovery of symptoms at 24 hours. We measured the association between blood marker levels and poor outcome after adjustment for stroke severity and age with multivariate logistic regression. Where these associations were statistically significant, we calculated the net reclassification index. Results-We recruited 270 patients with acute ischemic cerebrovascular events. At 3 months, 112 patients had a poor outcome. After adjustment for stroke severity and age, only interleukin-6 and N-terminal pro-brain natriuretic peptide were significantly associated with poor outcome. The addition of either interleukin-6 or N-terminal pro-brain natriuretic peptide to National Institutes of Health Stroke Scale and age did not improve the prediction of a poor outcome. Conclusions-Neither interleukin-6 nor N-terminal pro-brain natriuretic peptide had sufficient predictive power to be of clinical use to predict poor outcome after stroke. The search for better markers to improve the classification of patients across clinically relevant boundaries of predicted probabilities of outcome events needs to continue. (Stroke. 2012;43:86-91.)
机构:
Boston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA
Pencina, Michael J.
D'Agostino, Ralph B., Sr.
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Boston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA
D'Agostino, Ralph B., Sr.
D'Agostino, Ralph B., Jr.
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Wake Forest Univ, Bowman Gray Sch Med, Dept Biostat Sci, Winston Salem, NC 27157 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA
D'Agostino, Ralph B., Jr.
Vasan, Ramachandran S.
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Boston Univ, Sch Med, Framingham Heart Study, Framingham, MA 01702 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA
机构:
Boston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA
Pencina, Michael J.
D'Agostino, Ralph B., Sr.
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Boston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA
D'Agostino, Ralph B., Sr.
D'Agostino, Ralph B., Jr.
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Wake Forest Univ, Bowman Gray Sch Med, Dept Biostat Sci, Winston Salem, NC 27157 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA
D'Agostino, Ralph B., Jr.
Vasan, Ramachandran S.
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机构:
Boston Univ, Sch Med, Framingham Heart Study, Framingham, MA 01702 USABoston Univ, Dept Math & Stat, Framingham Heart Study, Boston, MA 02215 USA