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uKIN combines new and prior information with guided network propagation to accurately identify disease genes

Protein interaction networks provide a powerful framework for identifying genes causal for complex genetic diseases. Here we introduce a general framework, uKIN, that uses prior knowledge of disease associated genes to guide, within known protein-protein interaction networks, random walks that are i...

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Detalhes bibliográficos
Publicado no:Cell Syst
Main Authors: Hristov, Borislav H., Chazelle, Bernard, Singh, Mona
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7821437/
https://ncbi.nlm.nih.gov/pubmed/32684276
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cels.2020.05.008
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