Contribution of Alzheimer's disease pathology to biological and clinical progression: A longitudinal study across two cohorts

Author:

Zhang Wei12,Wang Hui‐Fu13,Kuo Kevin1,Wang Linbo12,Li Yuzhu12,Yu Jintai1,Feng Jianfeng12456,Cheng Wei1247

Affiliation:

1. Institute of Science and Technology for Brain‐Inspired Intelligence and Department of Neurology, Huashan Hospital Fudan University Shanghai China

2. Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence (Fudan University) Ministry of Education Shanghai China

3. Department of Neurology Qingdao Municipal Hospital Qingdao University Qingdao China

4. Fudan ISTBI—ZJNU Algorithm Centre for Brain‐Inspired Intelligence Zhejiang Normal University Jinhua China

5. Zhangjiang Fudan International Innovation Center Shanghai China

6. Department of Computer Science University of Warwick Coventry UK

7. Shanghai Medical College and Zhongshan Hospital Immunotherapy Technology Transfer Center Fudan University Shanghai China

Abstract

AbstractINTRODUCTIONAmyloid beta (Aβ) deposition, tau accumulation, and brain atrophy occurr in sequence, but the contribution of Alzheimer's disease (AD) pathology to biological and clinical progression remains unclear.METHODSWe included 290 and 70 participants with longitudinal assessment on Aβ‐positron emission tomography (PET), tau‐PET, magnetic resonance imaging, and cognitive function from the Harvard Aging Brain Study (HABS) and Alzheimer's Disease Neuroimaging Initiative (ADNI) datasets, respectively. Partial least squares structural equation modeling (PLS‐SEM) was used to determine the contribution of AD pathology to the biological and clinical longitudinal changes.RESULTSImaging biomarkers and cognitive function were significantly associated in cross‐sectional and longitudinal analyses. At the final time point, the percentage of variance explained by PLS‐SEM was 27% for Aβ, 30% for tau (Aβ accounted for 61%), 29% for brain atrophy (tau accounted for 37%), and 37% for cognitive decline (brain atrophy accounted for 35%).DISCUSSIONThis study highlights distinctive contributing proportions of AD pathology to biological and clinical progression. Treatments targeting Aβ and tau may partially block AD progression.

Funder

National Natural Science Foundation of China

Higher Education Discipline Innovation Project

Publisher

Wiley

Subject

Psychiatry and Mental health,Cellular and Molecular Neuroscience,Geriatrics and Gerontology,Neurology (clinical),Developmental Neuroscience,Health Policy,Epidemiology

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