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Wicking Trust"},{"name":"St Luke's Health"},{"name":"Disaster Ready Fund","award":["DRF60082"],"award-info":[{"award-number":["DRF60082"]}]},{"name":"Masonic Centenary Medical Research Foundation"}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:p>Thirty per-cent of multidomain risk reduction trials for Alzheimer\u2019s disease and related dementias (ADRD) report limited efficacy. Identifying potential cascading influences between psychosocial ADRD risk factors is a promising strategy for increasing this efficacy rate. We aimed to identify relational hierarchies among modifiable ADRD risk factors to inform temporally optimized prevention strategies. We applied a dual network approach\u2014regularized partial correlation network (RPCN) and a Bayesian directed acyclic graph (DAG) generated via a novel ensemble method\u2014to cross-sectional data from 898 community-dwelling older adults enrolled in an ADRD prevention initiative. The RPCN revealed clustering among mental health domains. The DAG suggested directional associations from stress, anxiety, and coping to downstream factors including depression, social support, cognitive activity, and cardiometabolic domains (physical activity, BMI, blood pressure, and MIND diet adherence). This dual-network framework highlights upstream psychosocial factors statistically associated with multiple ADRD-related risks. Models suggest targeting stress and coping may offer broad, cascading, benefits for ADRD risk reduction. Further exploration of strategically staggered and\/or needs-based individualization of future modifiable ADRD prevention initiatives is warranted.<\/jats:p>","DOI":"10.1371\/journal.pone.0333148","type":"journal-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T18:38:51Z","timestamp":1772822331000},"page":"e0333148","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Psychosocial hierarchies of modifiable risk for Alzheimer\u2019s disease: A networks analysis"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3959-1325","authenticated-orcid":true,"given":"James John Rochfort","family":"Brady","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0474-8107","authenticated-orcid":true,"given":"Larissa","family":"Bartlett","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eddy","family":"Roccati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kimberley","family":"Norris","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James Clement","family":"Vickers","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5961-1007","authenticated-orcid":true,"given":"Duncan","family":"Sinclair","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2026,3,6]]},"reference":[{"issue":"10452","key":"pone.0333148.ref001","doi-asserted-by":"crossref","first-page":"572","DOI":"10.1016\/S0140-6736(24)01296-0","article-title":"Dementia prevention, intervention, and care: 2024 report of the Lancet standing Commission","volume":"404","author":"G Livingston","year":"2024","journal-title":"Lancet"},{"issue":"1","key":"pone.0333148.ref002","doi-asserted-by":"crossref","first-page":"22","DOI":"10.14283\/jpad.2023.119","article-title":"How Modifiable Are Modifiable Dementia Risk Factors? 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