BRAF and melanoma: In addition, such analyses require that one pre-specify the groups of genes whose pairwise gene relationships are to be contrasted (e.g., BRAF mutant positive tumors vs. BRAF wild-type tumors in melanoma) and choosing those groups may reveal connections very specific to those groups, which may be limiting if broader connections between genes are of interest.