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Development and Validation of a Predictive Score for Three-Year Mortality in Acute Ischemic Stroke Patients
Ioana Cristina Bârsan1, Silvina Iluţ2, Nicoleta Tohănean2
1Faculty of Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.
Insights
Researchers developed a new score to predict three-year mortality in acute ischemic stroke (AIS) patients. Key predictors include age, NIHSS score, hemoglobin, resistin levels, and carotid plaques.
Area of Science:
- Neurology
- Cardiovascular Medicine
- Biostatistics
Background:
- Acute ischemic stroke (AIS) is a major cause of mortality and long-term disability.
- Optimizing treatment strategies requires better prediction of long-term outcomes.
- A validated predictive score for mortality in AIS patients is needed.
Purpose of the Study:
- To develop and validate a predictive score for three-year mortality in AIS patients.
- To identify demographic, clinical, laboratory, and imaging parameters associated with mortality.
- To assess the predictive value of resistin and leptin levels.
Main Methods:
- A cohort of 244 AIS patients was followed for three years.
- Patients were divided into predictive (n=164) and validation (n=80) groups.
- Demographic, clinical, laboratory (resistin, leptin), and imaging data were analyzed.
Main Results:
- Advanced age, high NIHSS score, low hemoglobin, elevated resistin, and carotid plaques predicted mortality.
- The developed predictive model was successfully validated.
- Leptin levels did not significantly predict three-year mortality.
Conclusions:
- A novel predictive score for three-year mortality in AIS patients was developed and validated.
- Key independent predictors include advanced age, high NIHSS, low hemoglobin, elevated resistin, and carotid plaques.
- This score can aid in optimizing AIS patient management.
Abstract:
Background and Objectives: Acute ischemic stroke (AIS) is a leading cause of death and disability with poor long-term outcomes. Creating a predictive score for long-term mortality in AIS might be important for optimizing treatment strategies. The aim of this study is to develop and validate a predictive score for three-year mortality in patients with AIS using several demographic, clinical, laboratory and imaging parameters. Materials and Methods: This study included 244 AIS patients admitted to a tertiary center and followed up for three years. The patients' data included demographics, clinical features, laboratory tests (including resistin and leptin levels) and imaging parameters. The patients were randomly divided into a predictive group (n = 164) and a validation group (n = 80). Results: Advanced age, a high NIHSS score, low levels of hemoglobin, elevated resistin levels and the presence of carotid plaques were independently associated with three-year mortality. The predictive model incorporated these variables, and it was validated in a separate cohort. Leptin levels did not significantly predict mortality. Conclusions: This study developed and validated a promising predictive score for three-year mortality in patients with AIS. Advanced age, high NIHSS scores, low hemoglobin levels, elevated resistin levels and the presence of carotid plaques were the independent predictors of long-term mortality.
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