The alternative direct prediction of genes for oligogenic diseases with RWR (e.g. predicting DBT gene as associated to maple syrup urine disease using only BCKDHA and BCKDHB genes as seed) yielded an AUC of 0.85. This evidence concerns the gene BCKDHA and maple syrup urine disease.