Validation and refinement of scores to predict very early stroke risk after transient ischaemic attack

Summary Background We aimed to validate two similar existing prognostic scores for early risk of stroke after transient ischaemic attack (TIA) and to derive and validate a unified score optimised for prediction of 2-day stroke risk to inform emergency management. Methods The California and ABCD scor...

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Veröffentlicht in:The Lancet (British edition) 2007-01, Vol.369 (9558), p.283-292
Hauptverfasser: Johnston, S Claiborne, Dr, Rothwell, Peter M, MD, Nguyen-Huynh, Mai N, MD, Giles, Matthew F, MRCP, Elkins, Jacob S, MD, Bernstein, Allan L, MD, Sidney, Stephen, MD
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container_end_page 292
container_issue 9558
container_start_page 283
container_title The Lancet (British edition)
container_volume 369
creator Johnston, S Claiborne, Dr
Rothwell, Peter M, MD
Nguyen-Huynh, Mai N, MD
Giles, Matthew F, MRCP
Elkins, Jacob S, MD
Bernstein, Allan L, MD
Sidney, Stephen, MD
description Summary Background We aimed to validate two similar existing prognostic scores for early risk of stroke after transient ischaemic attack (TIA) and to derive and validate a unified score optimised for prediction of 2-day stroke risk to inform emergency management. Methods The California and ABCD scores were validated in four independent groups of patients (n=2893) diagnosed with TIA in emergency departments and clinics in defined populations in the USA and UK. Prognostic value was quantified with c statistics. The two groups used to derive the original scores (n=1916) were used to derive a new unified score based on logistic regression. Findings The two existing scores predicted the risk of stroke similarly in each of the four validation cohorts, for stroke risks at 2 days, 7 days, and 90 days (c statistics 0·60–0·81). In both derivation groups, c statistics were improved for a unified score based on five factors (age ≥60 years [1 point]; blood pressure ≥140/90 mm Hg [1]; clinical features: unilateral weakness [2], speech impairment without weakness [1]; duration ≥60 min [2] or 10–59 min [1]; and diabetes [1]). This score, ABCD2 , validated well (c statistics 0·62–0·83); overall, 1012 (21%) of patients were classified as high risk (score 6–7, 8·1% 2-day risk), 2169 (45%) as moderate risk (score 4–5, 4·1%), and 1628 (34%) as low risk (score 0–3, 1·0%). Implications Existing prognostic scores for stroke risk after TIA validate well on multiple independent cohorts, but the unified ABCD2 score is likely to be most predictive. Patients at high risk need immediate evaluation to optimise stroke prevention.
doi_str_mv 10.1016/S0140-6736(07)60150-0
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Methods The California and ABCD scores were validated in four independent groups of patients (n=2893) diagnosed with TIA in emergency departments and clinics in defined populations in the USA and UK. Prognostic value was quantified with c statistics. The two groups used to derive the original scores (n=1916) were used to derive a new unified score based on logistic regression. Findings The two existing scores predicted the risk of stroke similarly in each of the four validation cohorts, for stroke risks at 2 days, 7 days, and 90 days (c statistics 0·60–0·81). In both derivation groups, c statistics were improved for a unified score based on five factors (age ≥60 years [1 point]; blood pressure ≥140/90 mm Hg [1]; clinical features: unilateral weakness [2], speech impairment without weakness [1]; duration ≥60 min [2] or 10–59 min [1]; and diabetes [1]). This score, ABCD2 , validated well (c statistics 0·62–0·83); overall, 1012 (21%) of patients were classified as high risk (score 6–7, 8·1% 2-day risk), 2169 (45%) as moderate risk (score 4–5, 4·1%), and 1628 (34%) as low risk (score 0–3, 1·0%). Implications Existing prognostic scores for stroke risk after TIA validate well on multiple independent cohorts, but the unified ABCD2 score is likely to be most predictive. Patients at high risk need immediate evaluation to optimise stroke prevention.</description><identifier>ISSN: 0140-6736</identifier><identifier>EISSN: 1474-547X</identifier><identifier>DOI: 10.1016/S0140-6736(07)60150-0</identifier><identifier>PMID: 17258668</identifier><identifier>CODEN: LANCAO</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Blood pressure ; California ; Cardiovascular disease ; Clinics ; Early intervention ; Emergency preparedness ; Female ; Health risks ; Hospitals ; Humans ; Internal Medicine ; Ischemic Attack, Transient - classification ; Ischemic Attack, Transient - complications ; Ischemic Attack, Transient - epidemiology ; Logistic Models ; Male ; Medical research ; Middle Aged ; Population ; Prognosis ; Risk ; Risk Factors ; Standard scores ; Statistics ; Stroke ; Stroke - diagnosis ; Stroke - etiology ; Studies ; Time Factors ; United Kingdom - epidemiology ; United States - epidemiology</subject><ispartof>The Lancet (British edition), 2007-01, Vol.369 (9558), p.283-292</ispartof><rights>Elsevier Ltd</rights><rights>2007 Elsevier Ltd</rights><rights>Copyright Elsevier Limited Jan 27-Feb 2, 2007</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c563t-f117543e9dd0efee8904d4dc3ccddf58d9ed1b7b4e49bf01e4264e3550420b073</citedby><cites>FETCH-LOGICAL-c563t-f117543e9dd0efee8904d4dc3ccddf58d9ed1b7b4e49bf01e4264e3550420b073</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0140673607601500$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/17258668$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Johnston, S Claiborne, Dr</creatorcontrib><creatorcontrib>Rothwell, Peter M, MD</creatorcontrib><creatorcontrib>Nguyen-Huynh, Mai N, MD</creatorcontrib><creatorcontrib>Giles, Matthew F, MRCP</creatorcontrib><creatorcontrib>Elkins, Jacob S, MD</creatorcontrib><creatorcontrib>Bernstein, Allan L, MD</creatorcontrib><creatorcontrib>Sidney, Stephen, MD</creatorcontrib><title>Validation and refinement of scores to predict very early stroke risk after transient ischaemic attack</title><title>The Lancet (British edition)</title><addtitle>Lancet</addtitle><description>Summary Background We aimed to validate two similar existing prognostic scores for early risk of stroke after transient ischaemic attack (TIA) and to derive and validate a unified score optimised for prediction of 2-day stroke risk to inform emergency management. Methods The California and ABCD scores were validated in four independent groups of patients (n=2893) diagnosed with TIA in emergency departments and clinics in defined populations in the USA and UK. Prognostic value was quantified with c statistics. The two groups used to derive the original scores (n=1916) were used to derive a new unified score based on logistic regression. Findings The two existing scores predicted the risk of stroke similarly in each of the four validation cohorts, for stroke risks at 2 days, 7 days, and 90 days (c statistics 0·60–0·81). In both derivation groups, c statistics were improved for a unified score based on five factors (age ≥60 years [1 point]; blood pressure ≥140/90 mm Hg [1]; clinical features: unilateral weakness [2], speech impairment without weakness [1]; duration ≥60 min [2] or 10–59 min [1]; and diabetes [1]). This score, ABCD2 , validated well (c statistics 0·62–0·83); overall, 1012 (21%) of patients were classified as high risk (score 6–7, 8·1% 2-day risk), 2169 (45%) as moderate risk (score 4–5, 4·1%), and 1628 (34%) as low risk (score 0–3, 1·0%). Implications Existing prognostic scores for stroke risk after TIA validate well on multiple independent cohorts, but the unified ABCD2 score is likely to be most predictive. 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Methods The California and ABCD scores were validated in four independent groups of patients (n=2893) diagnosed with TIA in emergency departments and clinics in defined populations in the USA and UK. Prognostic value was quantified with c statistics. The two groups used to derive the original scores (n=1916) were used to derive a new unified score based on logistic regression. Findings The two existing scores predicted the risk of stroke similarly in each of the four validation cohorts, for stroke risks at 2 days, 7 days, and 90 days (c statistics 0·60–0·81). In both derivation groups, c statistics were improved for a unified score based on five factors (age ≥60 years [1 point]; blood pressure ≥140/90 mm Hg [1]; clinical features: unilateral weakness [2], speech impairment without weakness [1]; duration ≥60 min [2] or 10–59 min [1]; and diabetes [1]). This score, ABCD2 , validated well (c statistics 0·62–0·83); overall, 1012 (21%) of patients were classified as high risk (score 6–7, 8·1% 2-day risk), 2169 (45%) as moderate risk (score 4–5, 4·1%), and 1628 (34%) as low risk (score 0–3, 1·0%). Implications Existing prognostic scores for stroke risk after TIA validate well on multiple independent cohorts, but the unified ABCD2 score is likely to be most predictive. Patients at high risk need immediate evaluation to optimise stroke prevention.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>17258668</pmid><doi>10.1016/S0140-6736(07)60150-0</doi><tpages>10</tpages></addata></record>
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subjects Blood pressure
California
Cardiovascular disease
Clinics
Early intervention
Emergency preparedness
Female
Health risks
Hospitals
Humans
Internal Medicine
Ischemic Attack, Transient - classification
Ischemic Attack, Transient - complications
Ischemic Attack, Transient - epidemiology
Logistic Models
Male
Medical research
Middle Aged
Population
Prognosis
Risk
Risk Factors
Standard scores
Statistics
Stroke
Stroke - diagnosis
Stroke - etiology
Studies
Time Factors
United Kingdom - epidemiology
United States - epidemiology
title Validation and refinement of scores to predict very early stroke risk after transient ischaemic attack
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