TY - JOUR
T1 - Semantic Item-Level Metrics Relate to Future Memory Decline Beyond Existing Cognitive Tests in Older Adults Without Dementia
AU - Vonk, Jet M. J.
AU - Geerlings, Mirjam I.
AU - Avila-Rieger, Justina F.
AU - Qian, Carolyn L.
AU - Schupf, Nicole
AU - Mayeux, Richard
AU - Brickman, Adam M.
AU - Manly, Jennifer J.
N1 - Funding Information: This work was supported by the National Institute on Aging (NIA) K99/R00 Award Number R00AG066934 (PI: Jet M. J. Vonk), Alzheimer Nederland FellowshipWE.15-2018-05 (PI: Jet M. J. Vonk), and Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO)/ZorgOnderzoek Nederland en het gebied Medische Wetenschappen (ZonMw) Veni Grant Project Number 09150161810017 (PI: Jet M. J. Vonk). Data collection and sharing for this project were supported by the Washington Heights–Inwood Columbia Aging Project (WHICAP, Grants PO1AG07232, R01AG037212, and RF1AG054023: Richard Mayeux) funded by the NIA. This publication was supported by the National Center for Advancing Translational Sciences, and National Institutes of Health, through Grant UL1TR001873.This article has been reviewed by WHICAP investigators for scientific content and consistency of data interpretation with previous WHICAP study publications. The authors acknowledge the WHICAP study participants and the WHICAP research and support staff for their contributions to this study. Publisher Copyright: © 2023 American Psychological Association
PY - 2023
Y1 - 2023
N2 - In normal aging, the cognitive domain of semantic memory remains preserved, while the domain of episodic memory declines to some extent. In Alzheimer’s disease dementia, both semantic and episodic memory become impaired early in the disease process. Given the need to develop sensitive and accessible cognitive markers for early detection of dementia, we investigated among older adults without dementia whether itemlevel metrics of semantic fluency related to episodic memory decline above and beyond existing neuropsychological measures and total fluency score. Participants were drawn from the communitybased Washington Heights–Inwood Columbia Aging Project cohort (N = 583 English speakers,Mage = 76.3 ± 6.8) followed up to five visits across up to 11 years. We examined the association of semantic fluency metrics with subsequent declines in memory performance using latent growth curve models covaried for age and recruitment wave. Results showed that item-level metrics (e.g., lexical frequency, age of acquisition, and semantic neighborhood density) were associated with a decline in episodic memory— even when covarying for other cognitive tests—while the standard total score was not. Moderation analyses showed that the relationship of semantic fluency metrics with memory decline did not differ across race, sex/gender, or education. In conclusion, item-level data hold a wealth of information with potential to reveal subtle semantic memory impairment, which tracks with episodic memory impairment, among older adults without dementia beyond existing neuropsychological measures. Implementation of psycholinguistic metrics may point to cognitive tools that have better prognostic value or are more sensitive to cognitive change in the context of clinical trials or observational studies.
AB - In normal aging, the cognitive domain of semantic memory remains preserved, while the domain of episodic memory declines to some extent. In Alzheimer’s disease dementia, both semantic and episodic memory become impaired early in the disease process. Given the need to develop sensitive and accessible cognitive markers for early detection of dementia, we investigated among older adults without dementia whether itemlevel metrics of semantic fluency related to episodic memory decline above and beyond existing neuropsychological measures and total fluency score. Participants were drawn from the communitybased Washington Heights–Inwood Columbia Aging Project cohort (N = 583 English speakers,Mage = 76.3 ± 6.8) followed up to five visits across up to 11 years. We examined the association of semantic fluency metrics with subsequent declines in memory performance using latent growth curve models covaried for age and recruitment wave. Results showed that item-level metrics (e.g., lexical frequency, age of acquisition, and semantic neighborhood density) were associated with a decline in episodic memory— even when covarying for other cognitive tests—while the standard total score was not. Moderation analyses showed that the relationship of semantic fluency metrics with memory decline did not differ across race, sex/gender, or education. In conclusion, item-level data hold a wealth of information with potential to reveal subtle semantic memory impairment, which tracks with episodic memory impairment, among older adults without dementia beyond existing neuropsychological measures. Implementation of psycholinguistic metrics may point to cognitive tools that have better prognostic value or are more sensitive to cognitive change in the context of clinical trials or observational studies.
KW - category fluency
KW - cohort
KW - dementia
KW - longitudinal
KW - verbal fluency
UR - http://www.scopus.com/inward/record.url?scp=85166735597&partnerID=8YFLogxK
U2 - https://doi.org/10.1037/pag0000747
DO - https://doi.org/10.1037/pag0000747
M3 - Article
C2 - 37199965
SN - 0882-7974
JO - Psychology and Aging
JF - Psychology and Aging
ER -