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Updated: Apr 28, 2026

A Thrombotic Stroke Model Based On Transient Cerebral Hypoxia-ischemia
Published on: August 18, 2015
Long-term risk of stroke after transient ischaemic attack: a hospital-based validation of the ABCD² rule
Rose Galvin1, Penka A Atanassova, Nicola Motterlini
1HRB Centre for Primary Care Research, Department of General Practice, Royal College of Surgeons in Ireland, 123 St, Stephens Green, Dublin 2, Republic of Ireland. rosegalvin@rcsi.ie.
Insights
The ABCD2 rule accurately predicts stroke risk in Bulgarian TIA patients over three years. This validated tool aids clinicians in managing TIA and preventing future strokes.
Area of Science:
- Neurology
- Clinical Prediction Rules
- Stroke Prevention
Background:
- The ABCD2 rule is a validated clinical prediction tool for stroke risk.
- It assesses stroke risk based on clinical factors following a transient ischemic attack (TIA).
Purpose of the Study:
- To validate the ABCD2 rule's performance in a Bulgarian hospital setting.
- To assess the rule's predictive accuracy for stroke up to three years post-TIA.
Main Methods:
- A cohort study included 89 patients admitted for a first TIA.
- Neurologists documented baseline data and ABCD2 scores.
- Discrimination and calibration were analyzed using logistic regression and the Hosmer-Lemeshow test.
Main Results:
- Seven strokes occurred within the first year, and six more within three years.
- The ABCD2 rule showed good predictive (OR=1.58) and discriminative (AUCROC=0.72) performance.
- Moderate calibration performance was observed at the three-year follow-up.
Conclusions:
- The ABCD2 rule demonstrated good predictive and discriminative accuracy for stroke up to three years post-TIA in Bulgarian patients.
- The ABCD2 rule is a valuable, quick tool for clinicians managing TIA patients long-term.
Background:
The ABCD2 clinical prediction rule is a seven point summation of clinical factors independently predictive of stroke risk. The purpose of this cohort study is to validate the ABCD2 rule in a Bulgarian hospital up to three years after TIA.
Methods:
All consecutive admissions to an emergency department with symptoms of a first TIA were included. Baseline data and clinical examinations including the ABCD2 scores were documented by neurologists. Discrimination and calibration performance was examined using ABCD2 cut-off scores of ≥3, ≥4 and ≥5 points, consistent with the international guidelines. The Hosmer-Lemeshow test was used to examine calibration between the observed and expected outcomes as predicted by ABCD2 score within the logistic regression analysis.
Results:
Eighty-nine patients were enrolled to the study with a mean age of 63 years (+/- 12 years). Fifty-nine percent (n = 53) of the study population was male. Seven strokes (7.8%) occurred within the first year and six further strokes within the three-year follow-up period. There was no incident of stroke within the first 90 days after TIA. The rule demonstrated good predictive (OR = 1.58, 95% CI 1.09-2.29) and discriminative performance (AUCROC = 0.72, 95% CI 0.58-0.86), as well as a moderate calibration performance at three years.
Conclusion:
This validation of the ABCD2 rule in a Bulgarian hospital demonstrates that the rule has good predictive and discriminative performance at three years. The ABCD2 is quick to administer and may serve as a useful tool to assist clinicians in the long-term management of individuals with TIA.
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