Quantitative Analysis of BrainAge using Neuroimaging Data to Estimate Radiation-Induced Brain Aging and Associations with Cognitive Changes in Brain Metastases Patients

M. E. Orr, A. B. Hopper, M. A. Salans,A. Reyes, A. Stasenko, P. Sanghvi, C. McDonald, J. A. Hattangadi-Gluth, R. Karunamuni

International journal of radiation oncology, biology, physics(2023)

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摘要
To our knowledge, this is the first study utilizing the BrainAGE model as a biomarker of neuroanatomical age for brain tumors patients. Existing publications had lesion-free cohorts. Our results show that BrainAge was reliably associated with chronologic age in brain metastases patients pre-SRS. The Brain-Gap difference was minimal at baseline, and we found no significant association with pre-SRS cognitive performance. Future studies will examine this biomarker after SRS to look for individual aging radiation effects and prediction for cognitive changes after therapy.
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关键词
brainage,cognitive changes,brainage,radiation-induced
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