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Wong Magna Fund in Ningbo University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100020738","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ningbo Key Research and Development Project","award":["2023Z173"],"award-info":[{"award-number":["2023Z173"]}]},{"name":"Zhejiang Key Research and Development Project","award":["2024C03101"],"award-info":[{"award-number":["2024C03101"]}]},{"name":"National Research and Development Project of China","award":["2023YFF0724802"],"award-info":[{"award-number":["2023YFF0724802"]}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Alzheimer\u2019s Disease"],"published-print":{"date-parts":[[2026,5]]},"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Eye movement abnormalities have emerged as promising non-invasive candidate biomarkers for the early detection, progression monitoring, and differential diagnosis of Alzheimer's disease (AD), with preliminary clinical evidence supporting their translational potential. Current AD diagnostic methods are limited by subjectivity, high cost, and complexity\u2014making non-invasive biomarkers critical, especially for mild cognitive impairment (MCI). The tight functional link between the eye and brain underscores eye movement abnormalities as a window into AD-related pathology.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>This systematic review summarizes AD-associated multi-modal eye movement dysfunctions (focusing on saccades, fixation, and smooth pursuit), clarifies their pathological mechanisms, clinical value, and translational feasibility, providing a basis for constructing an AD biomarker system.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Literature searches were conducted in PubMed, Web of Science, and Google Scholar using (\u201cAlzheimer's disease\u201d OR \u201cmild cognitive impairment\u201d AND \u201ceye movements\u201d OR \u201csaccades\u201d OR \u201csmooth pursuit\u201d OR \u201cfixation\u201d) with a search cutoff date of September 30, 2025. Studies deemed irrelevant or lacking sufficient data were excluded.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>AD\/MCI patients exhibit eye movement abnormalities: prolonged saccadic latency, increased antisaccade errors, reduced fixation stability, and attenuated smooth pursuit gain, which are closely linked to core AD pathologies, detectable in AD\/MCI stages, and can, to a certain extent, distinguish AD from Parkinson's disease and frontotemporal dementia, and have value for MCI-to-AD conversion prediction.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Eye movement abnormalities hold promise as non-invasive biomarkers for AD, with potential for preclinical screening and differential diagnosis. To advance translation, future research should prioritize AI-driven multi-modal integration, standardized detection protocols, portable device development, and preclinical longitudinal validation.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/13872877261430597","type":"journal-article","created":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T07:34:40Z","timestamp":1773992080000},"page":"90-101","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Eye-brain coupling-mediated eye movement abnormalities as non-invasive biomarkers for mild cognitive impairment: A systematic review"],"prefix":"10.1177","volume":"111","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-5788-9353","authenticated-orcid":false,"given":"Yi","family":"Li","sequence":"first","affiliation":[{"name":"Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiaxin","family":"Feng","sequence":"additional","affiliation":[{"name":"Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanhong","family":"Xie","sequence":"additional","affiliation":[{"name":"Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qi","family":"Yao","sequence":"additional","affiliation":[{"name":"The First Affiliated Hospital of Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingbo","family":"Yu","sequence":"additional","affiliation":[{"name":"The First Affiliated Hospital of Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0229-4642","authenticated-orcid":false,"given":"Shujun","family":"Xu","sequence":"additional","affiliation":[{"name":"Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-3652-6237","authenticated-orcid":false,"given":"Zhengchun","family":"Wang","sequence":"additional","affiliation":[{"name":"Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9809-9384","authenticated-orcid":false,"given":"Qinwen","family":"Wang","sequence":"additional","affiliation":[{"name":"Ningbo University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2026,3,20]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(25)01389-3"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.drudis.2022.01.016"},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/8538573"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12974-024-03304-3"},{"key":"e_1_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.31083\/JIN25805"},{"key":"e_1_3_3_7_2","doi-asserted-by":"publisher","DOI":"10.3390\/ijms26199282"},{"key":"e_1_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.survophthal.2021.06.001"},{"key":"e_1_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.1523\/ENEURO.0413-23.2024"},{"key":"e_1_3_3_10_2","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhae425"},{"key":"e_1_3_3_11_2","doi-asserted-by":"publisher","DOI":"10.3390\/vision9010006"},{"key":"e_1_3_3_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.tjpad.2025.100080"},{"key":"e_1_3_3_13_2","doi-asserted-by":"publisher","DOI":"10.1523\/ENEURO.0242-23.2023"},{"key":"e_1_3_3_14_2","doi-asserted-by":"publisher","DOI":"10.1002\/alz.13654"},{"key":"e_1_3_3_15_2","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-022-02023-y"},{"key":"e_1_3_3_16_2","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.20479"},{"key":"e_1_3_3_17_2","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2024.1471698"},{"key":"e_1_3_3_18_2","doi-asserted-by":"publisher","DOI":"10.1136\/bmjophth-2019-000429"},{"key":"e_1_3_3_19_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-12630-6"},{"key":"e_1_3_3_20_2","first-page":"102","article-title":"A logistic regression model for diagnosing Alzheimer's disease based on eye movement tracking technology","volume":"45","author":"Lisong W","year":"2023","unstructured":"Lisong W, Jiaqi S, Yang L. 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