Prioritization of candidate disease genes by combining topological similarity and semantic similarity
We use Hybrid Relative Specificity Similarity algorithm to measure semantic similarity. We combine semantic similarity information and a random walk based algorithm on the PPI network to predict causal genes. The algorithm is robust, no matter whether different test sets or different parameter values are used.
disease genes topological similarity semantic similarity random walk