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Published on: April 23, 2014
Development and validation of a score for clinical deterioration in patients with cerebral venous thrombosis
Yinghe Feng1,2, Shaohua Mo1,2, Xiong Li3
1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No.119 South 4th Ring West Road, Fengtai District, Beijing, China.
Insights
A new Cerebral Venous Thrombosis (CVT) deterioration score (CODE) identifies patients at high risk. The CODE score predicts clinical deterioration in CVT patients, aiding treatment decisions.
Area of Science:
- Neurology
- Vascular Medicine
- Clinical Prediction Modeling
Background:
- Cerebral Venous Thrombosis (CVT) can lead to poor treatment response and clinical deterioration.
- Factors predicting clinical deterioration in CVT patients are not well understood.
- Early identification of at-risk CVT patients is crucial for timely intervention.
Purpose of the Study:
- To identify risk factors for clinical deterioration in CVT patients.
- To develop and validate a predictive score for clinical deterioration in CVT.
- To aid clinical decision-making for CVT management.
Main Methods:
- A multi-center study including 194 CVT patients in the development cohort and 79 in the validation cohort.
- Multivariable logistic analysis identified risk factors: D-dimer > 1.5 mg/L, Glasgow Coma Scale ≤ 8, intracerebral hemorrhage, and involvement of the 'danger triangle' venous system.
- The Cerebral venOus thrombosis DEterioration (CODE) score was developed and validated.
Main Results:
- Clinical deterioration occurred in 23.2% of patients in the development cohort.
- The CODE score accurately predicted clinical deterioration in the validation cohort with an AUC of 0.83.
- The CODE score demonstrated 88.6% accuracy in predicting deterioration.
Conclusions:
- The CODE score effectively predicts clinical deterioration in CVT patients.
- Key predictors include elevated D-dimer, low Glasgow Coma Scale, intracerebral hemorrhage, and danger triangle involvement.
- The CODE score can serve as a valuable tool for risk stratification and guiding treatment decisions in CVT.
Abstract:
Patients with cerebral venous thrombosis (CVT) may experience poor response to anticoagulant therapy and delayed surgical treatment may lead to clinical deterioration. However, the factors contributing to clinical deterioration remain poorly understood. Patients with CVT from three centers between January 2017 and October 2023 were included and grouped as the development cohort and validation cohort. The danger triangle was defined as the posterior two-thirds of the superior sagittal sinus, confluence of sinuses, straight sinus, and deep venous system. The primary endpoint was clinical deterioration, characterized by new or progressive bleeding or infarctions or worsened neurological conditions post-admission. Using the results of multivariable logistic analysis, the Cerebral venOus thrombosis DEterioration (CODE) score was developed within the development cohort and validated within the validation cohort. The score' performance in predicting clinical deterioration was evaluated using the area under the receiver operating characteristic curve (AUC). The development cohort included 194 CVT patients (101 males, and the median age was 38 years). clinical deterioration occurred in 45 (23.2%) patients. Multivariate logistic analysis defined D-dimer > 1.5 mg/L, Glasgow coma scale ≤ 8, intracerebral hemorrhage, danger triangle as risk factors of clinical deterioration. The CODE score integrating these factors performed well to predict patients suffering from clinical deterioration within the validation cohort (n = 79, 11 deteriorations) with an AUC of 0.83 (95%CI, 0.71-0.96) and an accuracy of 88.6% (95%CI, 81.4-95.8%). CODE score could evaluate the risk of clinical deterioration in CVT patients and may serve as a useful tool for decision-making for CVT. Clinical Deterioration in Cerebral Venous Thrombosis: A Predictive Study (CVT deterioration cohort), ClinicalTrials.gov number: NCT06266585, link: https://classic.clinicaltrials.gov/ct2/show/NCT06266585 ).
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