In addition, DMEA revealed consistent results across all three input gene signatures for drug MOAs identified as potentially toxic for EGFR inhibitor-resistant cancer cell lines, including HMGCR and MDM inhibitors (Fig. 6B, Additional file 1: Fig. S5). This evidence concerns the gene EGFR and cancer.