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Published on: April 23, 2021
A scoring tool to predict mortality and dependency after cerebral venous thrombosis
Erik Lindgren1, Katarzyna Krzywicka2, Maria A de Winter3
1Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg and Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden.
Insights
A new prognostic score, SI2NCAL2C, predicts death and dependency in cerebral venous thrombosis (CVT) patients. This tool aids in identifying individuals for targeted therapies in clinical trials.
Area of Science:
- Neurology
- Clinical Prediction Models
- Thrombosis Research
Background:
- Cerebral venous thrombosis (CVT) poses significant risks of dependency and mortality.
- Accurate prognostic tools are needed to guide patient management and clinical trial enrollment.
- Existing prognostic models may not fully capture the complexity of CVT outcomes.
Purpose of the Study:
- To develop and validate a prognostic score for predicting poor functional outcome and mortality in patients with CVT.
- To identify key predictors of adverse events following CVT.
- To facilitate targeted therapy selection for future clinical trials in CVT.
Main Methods:
- Utilized data from the International CVT Consortium, excluding patients with pre-existing dependency.
- Employed logistic and Cox regression models to predict 6-month functional outcome and 30-day/1-year mortality.
- Applied backward stepwise selection and ridge regression for predictor selection and model validation.
Main Results:
- The developed SI2NCAL2C score incorporates factors like absence of female-specific risk factors, hemorrhage, infection, neurological deficits, coma, age, hemoglobin, glucose, and cancer.
- The score demonstrated good predictive performance with C-statistics of 0.80 for poor outcome and 0.84 for both 30-day and 1-year mortality.
- Calibration plots confirmed a good fit between predicted and observed outcomes, and a calculator is available online.
Conclusions:
- The SI2NCAL2C score is a valuable tool for assessing individual risk of mortality and dependency in CVT patients.
- The score shows adequate performance, but external validation is recommended.
- This prognostic score can aid clinicians in risk stratification and treatment planning for CVT.
Background And Purpose:
A prognostic score was developed to predict dependency and death after cerebral venous thrombosis (CVT) to identify patients for targeted therapy in future clinical trials.
Methods:
Data from the International CVT Consortium were used. Patients with pre-existent functional dependency were excluded. Logistic regression was used to predict poor outcome (modified Rankin Scale score 3-6) at 6 months and Cox regression to predict 30-day and 1-year all-cause mortality. Potential predictors derived from previous studies were selected with backward stepwise selection. Coefficients were shrunk using ridge regression to adjust for optimism in internal validation.
Results:
Of 1454 patients with CVT, the cumulative number of deaths was 44 (3%) and 70 (5%) for 30 days and 1 year, respectively. Of 1126 patients evaluated regarding functional outcome, 137 (12%) were dependent or dead at 6 months. From the retained predictors for both models, the SI2 NCAL2 C score was derived utilizing the following components: absence of female-sex-specific risk factor, intracerebral hemorrhage, infection of the central nervous system, neurological focal deficits, coma, age, lower level of hemoglobin (g/l), higher level of glucose (mmol/l) at admission, and cancer. C-statistics were 0.80 (95% confidence interval [CI] 0.75-0.84), 0.84 (95% CI 0.80-0.88) and 0.84 (95% CI 0.80-0.88) for the poor outcome, 30-day and 1-year mortality model, respectively. Calibration plots indicated a good model fit between predicted and observed values. The SI2 NCAL2 C score calculator is freely available at www.cerebralvenousthrombosis.com.
Conclusions:
The SI2 NCAL2 C score shows adequate performance for estimating individual risk of mortality and dependency after CVT but external validation of the score is warranted.
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