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10.1186/s12918-017-0437-x

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suck abstract from ncbi


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pmid28619054
      BMC+Syst+Biol 2017 ; 11 (1 ): 61
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  • HGPEC: a Cytoscape app for prediction of novel disease-gene and disease-disease associations and evidence collection based on a random walk on heterogeneous network #MMPMID28619054
  • Le DH ; Pham VH
  • BMC Syst Biol 2017[Jun]; 11 (1 ): 61 PMID28619054 show ga
  • BACKGROUND: Finding gene-disease and disease-disease associations play important roles in the biomedical area and many prioritization methods have been proposed for this goal. Among them, approaches based on a heterogeneous network of genes and diseases are considered state-of-the-art ones, which achieve high prediction performance and can be used for diseases with/without known molecular basis. RESULTS: Here, we developed a Cytoscape app, namely HGPEC, based on a random walk with restart algorithm on a heterogeneous network of genes and diseases. This app can prioritize candidate genes and diseases by employing a heterogeneous network consisting of a network of genes/proteins and a phenotypic disease similarity network. Based on the rankings, novel disease-gene and disease-disease associations can be identified. These associations can be supported with network- and rank-based visualization as well as evidences and annotations from biomedical data. A case study on prediction of novel breast cancer-associated genes and diseases shows the abilities of HGPEC. In addition, we showed prominence in the performance of HGPEC compared to other tools for prioritization of candidate disease genes. CONCLUSIONS: Taken together, our app is expected to effectively predict novel disease-gene and disease-disease associations and support network- and rank-based visualization as well as biomedical evidences for such the associations.
  • |*Algorithms [MESH]
  • |Breast Neoplasms/genetics [MESH]
  • |Computational Biology/*methods [MESH]
  • |Databases, Genetic [MESH]
  • |Disease/*genetics [MESH]
  • |Genetic Predisposition to Disease/genetics [MESH]
  • |Humans [MESH]


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