Article
Artificial intelligence and omics-based autoantibody profiling highlights autoimmunity targeting ligand-receptor interaction in dementia
2024-09-23
Abstract excerpt
Dementia is a neurodegenerative syndrome marked by the accumulation of disease-specific proteins and immune dysregulation, including autoimmune mechanisms involving autoantibodies. Current diagnostic methods are often invasive, time-consuming, or costly. This study explores the use of proteome-wide autoantibody screening (PWAS) for noninvasive dementia diagnosis by analyzing serum samples from Alzheimer’s disease...
Topics
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- Advanced Biosensing Techniques and Applications
- Alzheimer's disease research and treatments
- Bioinformatics and Genomic Networks
- Dementia and Cognitive Impairment Research
- Gene expression and cancer classification
- Machine Learning in Bioinformatics
- Metabolomics and Mass Spectrometry Studies
- Nutritional Studies and Diet
Identifiers and source
- Literature Corpus work
- c9806d75-cda8-55cf-97b0-0cf91a2c0dd1
- DOI
- 10.1101/2024.09.20.24313547
