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Recent evidence suggests that trained immunity also plays a significant role in the development and progression of various neurological disorders and related comorbidities, in which brain pathology can lead to trained immunity. This review summarizes the current understanding of trained immunity within both brain-resident immune cells and myeloid-derived innate immune cells, focusing on their roles in neurological disorders, such as ischemic brain injury, Parkinson\u2019s disease, and Alzheimer\u2019s disease. 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