To investigate these kinds of monotonic relationships we analyzed the Spearman correlation between each gene in the 18 gene list (Figure 7C) and the Oncotype Dx signature (Figure 7D) in 316 ER+/HER2- breast cancer patients. The gene discussed is ERBB2; the disease is breast cancer.