Work

Prediction of early distant brain failure after stereotactic radiotherapy for brain metastases

Year: 2025

Type: article

Abstract: Background Stereotactic radiotherapy (SRT) is the main treatment for patients with 1 to 3–5 brain metastases (BMs) but with the compromise of a higher risk of distant brain failure (DBF) in comparison with whole brain radiotherapy. Early DBF has a significant negative impact on overall survival (OS). We propose to build and validate a prediction model of early DBF. Methods Early DBF was defined as the appearance of unknown BMs on the first post-SRT magnetic resonance imaging (MRI). A nomogram was built for the prediction of early DBF using patients from a cohort of 537 SRT courses. The nomogram was evaluated for early DBF classification using the chi-squared test. Prediction of DBF-free survival and OS was tested using Kaplan–Meier curves and the log-rank test. The model was validated on an external cohort of 160 subsequently delivered SRT courses. Results In the cohort of 537 SRT courses, early DBF occurred in 17% cases. The number of BMs and the DS-GPA score were significant predictors of early DBF. The nomogram demonstrated robust performances for early DBF classification (χ2 23.7, P < .0001), DBF-free survival (χ2 35.5 P < .0001, Figure 1), and OS (χ2 38.9, P < .0001). On the validation cohort, the same nomogram achieved a χ2 of 15.3, P = .0005 for DBF-free survival and a χ2 of 8.6, P = .01 for OS. Conclusion Our study provides a robust predictive model for early DBF, validated in an independent cohort. This nomogram could improve clinical outcomes and treatment personalization.

Source: Neuro-Oncology Advances

DOI: 10.1093/noajnl/vdaf151