Enhancing dementia prediction: A 19-year validation of the CAIDE risk score with insulin resistance and APOE ε4 integration in a population-based cohort

dc.contributor.authorPietilä, Elina
dc.contributor.authorLöyttyniemi, Eliisa
dc.contributor.authorKoskinen, Seppo
dc.contributor.authorLehtisalo, Jenni
dc.contributor.authorViitanen, Matti
dc.contributor.authorRinne, Juha O
dc.contributor.authorJula, Antti
dc.contributor.authorEkblad, Laura L
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=PET-keskus|en=Turku PET Centre|
dc.contributor.organizationfi=biostatistiikka|en=Biostatistics|
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.14646305228
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code1.2.246.10.2458963.20.89365200099
dc.converis.publication-id484595693
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/484595693
dc.date.accessioned2025-08-27T23:18:23Z
dc.date.available2025-08-27T23:18:23Z
dc.description.abstract<p><strong>Background: </strong>Dementia is a significant cause of disability and dependency. Persons with high dementia risk but intact cognition will benefit from preventive interventions.</p><p><strong>Objectives: </strong>The aim was to validate dementia risk score Cardiovascular Risk Factors, Aging and Incidence of Dementia (CAIDE) in a national population-based cohort with data on age, education, hypertension, obesity, hyperlipidemia and physical activity. Secondly, we examined if substituting obesity item with Homeostatic Model Assessment for Insulin Resistance (HOMA-IR) would improve predictive value of CAIDE risk score.</p><p><strong>Design: </strong>Longitudinal, population-based cohort study.</p><p><strong>Setting: </strong>General population, Finland PARTICIPANTS: Representative sample of Finnish adult population aged over 30 years from Health 2000 Survey (n = 5,806).</p><p><strong>Measurements: </strong>CAIDE dementia risk score and substituting BMI with HOMA-IR.</p><p><strong>Results: </strong>Dementia was diagnosed in 571 (9.8 %) participants during the 19 years follow-up. CAIDE risk score predicted dementia well: AUC (area under curve) ROC (receiver-operating characteristic) was 0.78 (95 % CI from 0.76 to 0.79). Secondly, replacing obesity with HOMA-IR in CAIDE risk score generated similar results: ROC AUC 0.78 (95 % CI from 0.76 to 0.80). Adding APOE ε4 status further improved predictive value of risk score: ROC AUC 0.81 (95 % CI from 0.80 to 0.83).</p><p><strong>Conclusions: </strong>CAIDE dementia risk score predicts dementia well in a national population-based cohort. Adding APOE ε4 genotype improved predictive value of risk score. Insulin resistance measured by HOMA-IR is comparable to obesity as part of CAIDE risk score. These findings imply that CAIDE risk score is applicable for assessing risk of dementia and highlight importance of modifiable risk factors of dementia.</p>
dc.identifier.eissn2426-0266
dc.identifier.jour-issn2274-5807
dc.identifier.olddbid203768
dc.identifier.oldhandle10024/186795
dc.identifier.urihttps://www.utupub.fi/handle/11111/48404
dc.identifier.urlhttps://doi.org/10.1016/j.tjpad.2024.100034
dc.identifier.urnURN:NBN:fi-fe2025082786194
dc.language.isoen
dc.okm.affiliatedauthorPietilä, Elina
dc.okm.affiliatedauthorLöyttyniemi, Eliisa
dc.okm.affiliatedauthorViitanen, Matti
dc.okm.affiliatedauthorRinne, Juha
dc.okm.affiliatedauthorEkblad, Laura
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3112 Neurosciencesen_GB
dc.okm.discipline3124 Neurology and psychiatryen_GB
dc.okm.discipline3112 Neurotieteetfi_FI
dc.okm.discipline3124 Neurologia ja psykiatriafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisher.countryFranceen_GB
dc.publisher.countryRanskafi_FI
dc.publisher.country-codeFR
dc.relation.articlenumber100034
dc.relation.doi10.1016/j.tjpad.2024.100034
dc.relation.ispartofjournalThe Journal of Prevention of Alzheimer's Disease
dc.relation.issue2
dc.relation.volume12
dc.source.identifierhttps://www.utupub.fi/handle/10024/186795
dc.titleEnhancing dementia prediction: A 19-year validation of the CAIDE risk score with insulin resistance and APOE ε4 integration in a population-based cohort
dc.year.issued2025

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