1. Longitudinal normative standards for cognitive tests and composites using harmonized data from two Wisconsin AD-risk-enriched cohorts.
- Author
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Jonaitis EM, Hermann BP, Mueller KD, Clark LR, Du L, Betthauser TJ, Cody K, Gleason CE, Christian BT, Asthana S, Chappell RJ, Chin NA, Johnson SC, and Langhough RE
- Subjects
- Humans, Male, Aged, Female, Longitudinal Studies, Wisconsin, Cross-Sectional Studies, Cognitive Dysfunction diagnosis, Cohort Studies, Cognition physiology, Aged, 80 and over, Middle Aged, Alzheimer Disease diagnosis, Neuropsychological Tests standards, Neuropsychological Tests statistics & numerical data, Biomarkers
- Abstract
Introduction: Published norms are typically cross-sectional and often are not sensitive to preclinical cognitive changes due to dementia. We developed and validated demographically adjusted cross-sectional and longitudinal normative standards using harmonized outcomes from two Alzheimer's disease (AD) risk-enriched cohorts., Methods: Data from the Wisconsin Registry for Alzheimer's Prevention and the Wisconsin Alzheimer's Disease Research Center were combined. Quantile regression was used to develop unconditional (cross-sectional) and conditional (longitudinal) normative standards for 18 outcomes using data from cognitively unimpaired participants (N = 1390; mean follow-up = 9.25 years). Validity analyses (N = 2456) examined relationships between percentile scores (centiles), consensus-based cognitive statuses, and AD biomarker levels., Results: Unconditional and conditional centiles were lower in those with consensus-based impairment or biomarker positivity. Similarly, quantitative biomarker levels were higher in those whose centiles suggested decline., Discussion: This study presents normative standards for cognitive measures sensitive to pre-clinical changes. Future directions will investigate potential clinical applications of longitudinal normative standards., Highlights: Quantile regression was used to construct longitudinal norms for cognitive tests. Poorer percentile scores were related to concurrent diagnosis and Alzheimer's disease biomarkers. A ShinyApp was built to display test scores and norms and flag low performance., (© 2024 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
- Published
- 2024
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