Article
Clustering of Alzheimer's and Parkinson's disease based on genetic burden of shared molecular mechanisms.
Scientific reports - 5 Nov 2020
Emon Mohammad Asif, Heinson Ashley, Wu Ping, Domingo-Fernández Daniel, Sood Meemansa, Vrooman Henri, Corvol Jean-Christophe, Scordis Phil, Hofmann-Apitius Martin, Fröhlich Holger
Abstract excerpt
One of the visions of precision medicine has been to re-define disease taxonomies based on molecular characteristics rather than on phenotypic evidence. However, achieving this goal is highly challenging, specifically in neurology. Our contribution is a machine-learning based joint molecular subtyping of Alzheimer's (AD) and Parkinson's Disease (PD), based on the genetic burden of 15 molecular mechanisms...
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