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pmid26958284
      AMIA+Annu+Symp+Proc 2015 ; 2015 (ä): 1851-60
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  • Combining Human Disease Genetics and Mouse Model Phenotypes towards Drug Repositioning for Parkinson s disease #MMPMID26958284
  • Chen Y ; Cai X ; Xu R
  • AMIA Annu Symp Proc 2015[]; 2015 (ä): 1851-60 PMID26958284 show ga
  • Parkinson's disease (PD) is a severe neurodegenerative disorder without effective treatments. Here, we present a novel drug repositioning approach to predict new drugs for PD leveraging both disease genetics and large amounts of mouse model phenotypes. First, we identified PD-specific mouse phenotypes using well-studied human disease genes. Then we searched all FDA-approved drugs for candidates that share similar mouse phenotype profiles with PD. We demonstrated the validity of our approach using drugs that have been approved for PD: 10 approved PD drugs were ranked within top 10% among 1197 candidates. In predicting novel PD drugs, our approach achieved a mean average precision of 0.24, which is significantly higher (p
  • |*Drug Repositioning [MESH]
  • |*Gene Expression Profiling [MESH]
  • |Animals [MESH]
  • |Drug Discovery [MESH]
  • |Humans [MESH]
  • |Mice [MESH]
  • |Parkinson Disease/*drug therapy/*genetics [MESH]


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