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Neurovascular unit (NVU) is impaired in AD brains, including damage of tight junction between endothelial cells, degeneration of pericytes, activation of astrocytes and microglia, and apoptosis of neurons. As decreased cerebral blood flow is observed before amyloid-beta (A\u03b2) generation, it is supposed that NVU dysfunction may precede and exacerbate the pathological state of AD neural system, and that the events of NVU dysfunction and A\u03b2 deposition synergistically promote AD progression. Technological breakthroughs of three-dimensional NVU organoids, spatial transcriptomics with single-cell resolution, and development of artificial intelligence technology, such as machine learning and deep learning, offer the possibility of constructing accurate functional structural models. Here we systematically review the NVU dysfunction during AD progression as well as the applications of spatial transcriptomics and organoid technology in NVU studies.<\/jats:p>","DOI":"10.1186\/s40035-026-00548-2","type":"journal-article","created":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T07:12:37Z","timestamp":1776841957000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Dysfunction of the neurovascular unit as a temporal driver in Alzheimer\u2019s pathogenesis"],"prefix":"10.1186","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6235-3069","authenticated-orcid":false,"given":"Lifang","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Han","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shiping","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,4,22]]},"reference":[{"issue":"5054","key":"548_CR1","doi-asserted-by":"publisher","first-page":"184","DOI":"10.1126\/science.1566067","volume":"256","author":"JA Hardy","year":"1992","unstructured":"Hardy JA, Higgins GA. 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