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The JAGUAR Score Predicts 1-Month Disability/Death in Ischemic Stroke Patient Ineligible for Recanalization Therapy
Aryandhito Widhi Nugroho1, Hisatomi Arima2, Naoyuki Takashima3
1Department of Neurosurgery, Shiga University of Medical Science, Otsu, Japan; Department of Neurosurgery, Faculty of Medicine, University of Indonesia, Jakarta, Indonesia; Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Otsu, Japan.
Insights
A new scoring system, JAGUAR, predicts severe disability or death in acute ischemic stroke patients ineligible for recanalization therapy. This tool is simple, applicable on admission, and suitable for Asian developing countries.
Area of Science:
- Neurology
- Public Health
- Medical Informatics
Background:
- Existing stroke outcome prediction tools are often developed in Western populations.
- Acute ischemic stroke (AIS) patient outcomes vary significantly based on geographic and socioeconomic factors.
- There is a need for accessible prediction scores in resource-limited settings.
Purpose of the Study:
- To develop and validate a simple, on-admission prediction score for 1-month severe disability or death in AIS patients.
- To focus on patients ineligible for recanalization therapy.
- To ensure the score utilizes readily available clinical, laboratory, and radiological data relevant to Asian developing countries.
Main Methods:
- Utilized the Shiga Stroke Registry, a large Japanese population-based dataset.
- Conducted multivariable logistic regression on 1617 AIS patients ineligible for recanalization.
- Developed the JAGUAR score based on significant predictors and validated its discrimination and calibration.
Main Results:
- Identified Japan Coma Scale, age, random glucose, onset-to-arrival time, atrial fibrillation, and preadmission dependency as key predictors.
- The JAGUAR score demonstrated excellent discrimination with an Area Under the Curve of 0.901.
- The score showed good calibration in the study population.
Conclusions:
- The JAGUAR score is a valuable tool for predicting severe outcomes in AIS patients ineligible for reperfusion therapy.
- Its simplicity and reliance on basic data make it highly applicable upon admission in Asian developing countries.
- No complex calculations or advanced neuroimaging are required for its use.
Background And Purpose:
Most available scoring system to predict outcome after acute ischemic stroke (AIS) were established in Western countries. We aimed to develop a simple prediction score of 1-month severe disability/death after onset in AIS patients ineligible for recanalization therapy based on readily and widely obtainable on-admission clinical, laboratory and radiological examinations in Asian developing countries.
Methods:
Using the Shiga Stroke Registry, a large population-based registry in Japan, multivariable logistic regression analysis was conducted in 1617 AIS patients ineligible for recanalization therapy to yield ß-coefficients of significant predictors of 1-month modified Rankin Scale score of 5-6, which were then multiplied by a specific constant and rounded to nearest integer to develop 0-10 points system. Model discrimination and calibration were evaluated in the original and bootstrapped population.
Results:
Japan Coma Scale score (J), age (A), random glucose (G), untimely onset-to-arrival time (U), atrial fibrillation (A), and preadmission dependency status according to the modified Rankin Scale score (R), were recognized as independent predictors of outcome. Each of their β-coefficients was multiplied by 1.3 creating the JAGUAR score. Its area under the curve (95% confidence interval) was .901 (.880- .922) and .901 (.900- .901) in the original and bootstrapped population, respectively. It was found to have good calibration in both study population (P = .27).
Conclusions:
The JAGUAR score can be an important prediction tool of severe disability/death in AIS patients ineligible for recanalization therapy that can be applied on admission with no complicated calculation and multimodal neuroimaging necessary, thus suitable for Asian developing countries.
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