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Updated: Sep 27, 2026

DeepOmicsAE: Representing Signaling Modules in Alzheimer's Disease with Deep Learning Analysis of Proteomics, Metabolomics, and Clinical Data
Published on: December 15, 2023
Alzheimer's disease: from molecular biology to neuropsychiatry
1Department of Neurology and Psychiatry, Reed Neurological Research Center, UCLA School of Medicine, Los Angeles, CA 90095-1769, USA. jcummings@mednet.ucla.edu
Abstract:
Alzheimer's disease is a clinical syndrome reflecting the topography and rate of progression of amyloid-associated cell death and dysfunction. Abnormal processing of amyloid precursor protein or enhanced accumulation of brain amyloid incites multiple pathogenetic pathway including inflammation, oxidation, and tau protein hyperphosphorylation that lead to neuronal death. The molecular biology of Alzheimer's disease provides insight into the clinical phenotype. The steps of the amyloid cascade present multiple targets for drug development and identification of effective disease-modifying anti-Alzheimer's disease treatments.
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