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This memory typically manifests as 3 distinct phenotypes: trained immunity, immune tolerance, and immune exhaustion. In this review, we synthesize current knowledge on the metabolic and epigenetic mechanisms that govern these 3 forms of microglial innate immune memory. We further summarize and discuss how each phenotype is induced in microglia and its respective pathophysiological roles in neurological disorders. Owing to their slow turnover and unique tissue-resident characteristics, microglia sustain long-lasting memory states that can profoundly influence the trajectory of neuroinflammation and neurodegeneration. Finally, we highlight the bidirectional effects of microglial immune memory on disease progression, discuss emerging therapeutic strategies aimed at modulating these memory states, and outline key translational challenges that remain to be addressed.<\/jats:p>","DOI":"10.1093\/jleuko\/qiag085","type":"journal-article","created":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T07:49:58Z","timestamp":1783583398000},"source":"Crossref","is-referenced-by-count":1,"title":["Metabolic and epigenetic regulation of microglia memory in neurological disorders"],"prefix":"10.1093","volume":"118","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-9172-124X","authenticated-orcid":false,"given":"Xiaoya","family":"Wang","sequence":"first","affiliation":[{"name":"Medical School, Faculty of Medicine, Tianjin University , Weijin Road No. 92, Tianjin 300372 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