Based on Condel functionality scores and centrality positions in genetic interaction networks, two prominent candidates in diabetes mellitus and maturity-onset diabetes of the young (MODY)—HNF1A rs2464195 and HNF4A rs147638455—were identified. This evidence concerns the gene HNF1A and diabetes mellitus.