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Updated: Jan 13, 2026

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
Published on: December 15, 2023
Clinical Implications of an Integrated Clinical and Biological Staging Scheme for Alzheimer's Disease
Young-Gun Lee1, Sung Woo Kang2, Sangwon Lee3
1Department of Neurology, Ilsan Paik Hospital, Inje University College of Medicine, Goyang, Korea. yglee08@gmail.com.
Background And Purpose:
This study aimed to characterize the clinical heterogeneity of Alzheimer's disease (AD) by implementing an integrated biological and clinical staging scheme for AD.
Methods:
Clinical staging was performed in 193 participants from the Alzheimer's Disease Neuroimaging Initiative based on cognitive scores, while biological staging was performed based on global tau deposition in tau positron-emission tomography (PET). The discrepancy between clinical and biological stages was quantified as standardized residuals (W-scores), and classified into the following groups: concordant clinical and biological stages (W₀), worse clinical stage (W-), and better clinical stage (W+). Longitudinal changes in cognition, clinical progression, copathology burden, and brain metabolism on [18F]-fluorodeoxyglucose PET scans were compared between these groups.
Results:
Relative to the W₀ group, the W- group showed a faster cognitive decline and higher progression risk (hazard ratio [HR]=2.40, 95% confidence interval [CI]=1.20-4.83), while the W+ group had a lower progression risk (HR=0.43, 95% CI=0.19-0.96). The copathology burden at autopsy (n=7) was correlated with the W-score (partial r=-0.87, p=0.023); however, this finding should be interpreted with caution due to the small sample. The ratio of cerebrospinal fluid α-synuclein positivity differed significantly between the groups, reaching 56.3% in the W- group. Brain metabolism in the occipital, orbitofrontal, dorsolateral frontal, inferior and medial temporal cortex, and precuneus was lower in the W- group than in the W₀ group, whereas it was higher in the W+ group in the prefrontal, parietal, and temporal cortex.
Conclusions:
The integration of clinical and biological staging has significant potential in clinical practice by providing information about copathologies, underlying neurodegeneration, and the progression of AD.
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