In this study, we modify Huang and Ferrell’s model to capture cellular signalling dynamics in a specific MAPK pathway: the BRAF-MEK-ERK cascade in BRAFV600E-mutant melanoma. This evidence concerns the gene MAP2K7 and melanoma.