Building from our approach, we identified four new putative cancer genes (RWDD1, NCF1, PLEK, and VAV3), whose expression profiles were found to be associated with poor survival rates in melanoma, lung, or colon cancer patients. This evidence concerns the gene RWDD1 and colonic neoplasm.