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计算机应用研究 2012
Predicting cancer-causative genes based on protein-protein interaction network
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Abstract:
By analyzing the topological features in PPIsprotein-protein interactions network based on nearest neighbor search, this paper evaluated the possibilities of candidate genes to be cancer-causative genes. A large scale test shows that 26% and 90% target genes are at the top 5% and top 50% of the list prioritized, the approach can identify cancer genes with high performance.