Neuro / Head & NeckPediatricAI / InformaticsResearch
Brain age lags behind chronological age after proton therapy for pediatric craniopharyngioma
American Journal of Neuroradiology (AJNR)2d ago
After proton RT for pediatric craniopharyngioma, brain age lagged behind chronological age by a median of 2.78 years at 5 years (βTime -0.25, 95% CI -0.41 to -0.09, p<0.001). More pronounced in younger patients and males. Retrospective, DWI model.
- Retrospective cohort of 90 pediatric craniopharyngioma patients (median age 9.17 years, 54% female) who received 54-Gy proton radiotherapy; brain age estimated from diffusion-weighted imaging fractional anisotropy using a ridge regression model validated on an independent test set (n=18).
- Significant time-by-age interaction (βTime:Age -0.24, 95% CI -0.34 to -0.13, p<0.001) and time-by-sex interaction (βTime:Sex[Male] -0.23, 95% CI -0.42 to -0.05, p=0.016); baseline IGF-1 z-score positively correlated with brain age gap (β=0.27, p=0.027).
- Single-center retrospective study; model not externally validated, limiting generalizability.
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