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Published on: July 5, 2021
Preoperative risk stratification for long-term neurological status in spinal ependymoma: an MRI-centered nomogram
Bo Wang1,2, Weihao Liu1,3, Chong Wang1,2
1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
Purpose:
Despite favorable long-term survival in WHO grade 2 spinal ependymoma, long-term neurological impairment remains clinically important. This study aimed to develop an MRI-centered preoperative nomogram for individualized prediction of long-term unfavorable neurological status.
Methods:
This retrospective study included 582 patients with histopathologically confirmed WHO grade 2 spinal ependymoma. Long-term neurological status was assessed using the modified McCormick Scale (MMS), with final MMS > II defined as unfavorable status. Candidate preoperative predictors were evaluated using univariable logistic regression and collinearity diagnostics. The final model incorporated preoperative MMS and five routinely available MRI predictors: tumor-to-cord ratio, tumor location, intratumoral hemorrhage, peripheral edema, and MRI classification. Model performance was assessed using discrimination, calibration, bootstrap internal validation, and decision curve analysis.
Results:
Among 582 patients, 120 had unfavorable neurological status at final follow-up. The final MRI-centered model showed good discrimination, with an apparent AUC of 0.818 (95% CI, 0.776-0.859) and an optimism-corrected AUC of 0.797 after 1000 bootstrap resamples. Calibration analysis showed satisfactory agreement between predicted and observed probabilities, with a Brier score of 0.125. Decision curve analysis demonstrated positive net benefit over an approximate threshold range of 0.01-0.66.
Conclusion:
An MRI-centered preoperative nomogram integrating preoperative MMS and routinely available MRI predictors may support individualized risk stratification in patients with WHO grade 2 spinal ependymoma. This tool may assist preoperative counseling and risk-informed surgical planning, although external validation is required before broader clinical implementation.

