Latent Cognitive Trajectories in Late Life: An Exploratory Analysis

While multiple subgroups move from cognitively normal to dementia, our latent class approach highlights subtypes that decline at different times and at different rates. Future work will seek to integrate disease time into models, clarify the stability of the observed subgroups of decliners, and characterize the neuropathological and neuroimaging features that contribute to the distinct etiologies of decline across domains.

Authors

Institutions

Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70857_105147
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Latent Cognitive Trajectories in Late Life: An Exploratory Analysis

Randall S. Johnson, Anja Soldan, Michael Cuccaro, Timothy J. Hohman et al.
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Latent Cognitive Trajectories in Late Life: An Exploratory Analysis

Randall S. Johnson, Anja Soldan, Michael Cuccaro, Timothy J. Hohman, Sarah Biber, Derek B. Archer, Logan C. Dumitrescu, Michelle Clifton, Corinne D. Engelman, M. Carmen Ruiz Gómez, Keenan A. Walker, Brandon S. Klinedinst, Kimberly R. Pechman, Phoebe Scollard, Annie Lee, F. S. Turner, Jo Ellen Wilson, Murat Bilgel, Alaina Durant, Dandan Liu, Lisa Laverne Barnes, Seo‐Eun Choi, Andrew Joel Saykin, Katherine A. Gifford, Jigyasha Timsina, Aditi Sathe, Kwangsik Nho, Mary Ellen I. Koran, Marilyn S. S. Albert, Miguel Arce Rentería, Walter W. Kukull, Jane Zyski, Adam Brickman, Susan M. Resnick, Jason J. Hassenstab, Carlos Cruchaga, Jennifer J. Manly, Angela L. Jefferson, Paul K Crane, Shubhabrata Mukherjee, Yang An, Badri N. Vardarajan, Richard Mayeux, Arthur W. Toga, C. Dirk Keene, Eric B Larson, Jesse Mez, Lori L Beason‐Held, David A. A. Bennett, Julie A Schneider, Luigi Ferrucci, Michael L. Lee
article en

Abstract

While multiple subgroups move from cognitively normal to dementia, our latent class approach highlights subtypes that decline at different times and at different rates. Future work will seek to integrate disease time into models, clarify the stability of the observed subgroups of decliners, and characterize the neuropathological and neuroimaging features that contribute to the distinct etiologies of decline across domains.

Alzheimer s & DementiaVol. 21(S3)
Boston University (US), University of Southern California (US), Rush University Medical Center (US), National Institutes of Health (US), NewYork–Presbyterian Hospital (US), University of Wisconsin–Madison (US), Johns Hopkins University (US), University of Miami (US), Vanderbilt University (US), University of Washington (US), Washington University in St. Louis (US), Columbia University Irving Medical Center (US), Johns Hopkins Medicine (US), VA Tennessee Valley Healthcare System (US), Alzheimer’s Disease Neuroimaging Initiative (US), Dr. John T. Macdonald Foundation (US), Institute on Aging (US), National Institute on Aging (US), Indiana University School of Medicine, Indiana University – Purdue University Indianapolis (US), Columbia University (US), Vanderbilt University Medical Center (US)
No poverty
Openalex Percentile: Top 32%
Dementia and Cognitive Impairment Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.