To our knowledge, this is the first study to use a comprehensive in silico approach for genetic data mining and regulatory region identification to direct SNP prioritization studies of the KLK15 gene and to analyze the association of KLK15 polymorphisms with ovarian cancer survival. The gene discussed is KLK15; the disease is ovarian cancer.