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Lipid dysregulation occurs both centrally and peripherally in patients with AD, and the severity is closely associated with disease progression. Applied studies based on genome-wide association studies, genomic analyses, lipidomic analyses, mass spectrometry, and machine learning, have identified lipids as a key potential target for early diagnosis and intervention in AD. However, due to the complexity of AD pathogenesis and the considerable structural and functional diversities of lipids, pharmacological therapies that target lipid homeostasis have shown limited effectiveness in ameliorating AD pathology and are often accompanied by side effects. In contrast, exercise, a holistic intervention with multitarget effects, can modulate the levels of multiple lipids simultaneously and slow the progression of AD with minimal side effects. However, the mechanisms require further clarification. This review summarizes alterations and mechanisms of action of lipids\u2014including fatty acids, triglycerides, glycerophospholipids, sphingolipids, and cholesterol\u2014in AD and further outlines the possible molecular mechanisms through which exercise influences AD through modulation of lipid metabolism. We also review the recent clinical research on lipid-targeting drugs for AD, and propose a hypothesis that lipids may act as a mediator of the peripheral\u2013central crosstalk between exercise and AD. Additionally, how different apolipoprotein E genotypes may affect the response to exercise in AD is explored. These insights provide a theoretical basis for nonpharmacological interventions for AD and offer an important reference for the development of lipid-related therapeutic targets.<\/jats:p>","DOI":"10.1186\/s40035-026-00537-5","type":"journal-article","created":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T03:14:05Z","timestamp":1774235645000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Molecular mechanisms of exercise-induced improvements in Alzheimer\u2019s disease: a focus on lipid homeostasis"],"prefix":"10.1186","volume":"15","author":[{"given":"Jianfan","family":"Zhou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xianliang","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuting","family":"Yin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuan","family":"Xue","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qiang","family":"He","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Si","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1402-5818","authenticated-orcid":false,"given":"Xiangli","family":"Xue","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,3,23]]},"reference":[{"issue":"16","key":"537_CR1","doi-asserted-by":"publisher","first-page":"3325","DOI":"10.1016\/j.jmb.2016.05.020","volume":"428","author":"RL Schnaar","year":"2016","unstructured":"Schnaar RL. 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