ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2024
A multilayer network analysis of Alzheimer's disease pathogenesis: Roles for p-tau, synaptic peptides, and physical activity.
Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Higher physical activity levels mitigate synaptic protein loss and cognitive deterioration in aging and in Alzheimer's disease: a 10-year longitudinal study.Molecular biomedicine · 2026Article
- Amyloid Precursor Protein Abnormalities Destabilize Membrane Ferroportin: A Novel Mechanism Underlying Early Brain Pathologies and Memory Impairment in Alzheimer's Disease.International journal of molecular sciences · 2026Article
- Synapse vulnerability and resilience across the clinical spectrum of dementias.Nature reviews. Neurology · 2025Review
- Neuroimmune dynamics and brain aging: mechanisms and consequences.Frontiers in aging neuroscience · 2025Review
- A multilayer network analysis of Alzheimer's disease pathogenesis: Roles for p-tau, synaptic peptides, and physical activity.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
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Authors and funding
10 authors.
Funding
Abstract
introductionIn the aging brain, cognitive abilities emerge from the coordination of complex pathways arising from a balance between protective lifestyle and environmental factors and accumulation of neuropathologies.
methodsAs part of the Rush Memory and Aging Project (n = 440), we measured accelerometer-based actigraphy, cognitive performance, and after brain autopsy, selected reaction monitoring mass spectrometry. Multilevel network analysis was used to examine the relationships among the molecular machinery of vesicular neurotransmission, Alzheimer's disease (AD) neuropathology, cognition, and late-life physical activity.
resultsSynaptic peptides involved in neuronal secretory function were the most influential contributors to the multilayer network, reflecting the complex interdependencies among AD pathology, synaptic processes, and late-life cognition. Older adults with lower physical activity evidenced stronger adverse relationships among phosphorylated tau peptides, markers of synaptic integrity, and tangle pathology. DISCUSSION: Network-based approaches simultaneously model interdependent biological processes and advance understanding of the role of physical activity in age-associated cognitive impairment. HIGHLIGHTS: Network-based approaches simultaneously model interdependent biological processes. Secretory synaptic peptides were influential contributors to the multilayer network. Older adults with lower physical activity had adverse relationships among pathology. There was interdependence among phosphorylated tau, synaptic integrity, and tangles. Network methods elucidate the role of physical activity in cognitive impairment.
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