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.
Abstract

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