Inferring protein function by domain context similarities in protein-protein interaction networks |
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Authors: | Song Zhang Hu Chen Ke Liu Zhirong Sun |
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Affiliation: | (1) MOE Key Laboratory of Bioinformatics, State Key Laboratory of Biomembrane and Membrane Biotechnology, Department of Biological Sciences and Biotechnology, Tsinghua University, Beijing, 100084, PR, China |
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Abstract: | Background Genome sequencing projects generate massive amounts of sequence data but there are still many proteins whose functions remain unknown. The availability of large scale protein-protein interaction data sets makes it possible to develop new function prediction methods based on protein-protein interaction (PPI) networks. Although several existing methods combine multiple information resources, there is no study that integrates protein domain information and PPI networks to predict protein functions. |
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