To finally evaluate whether a patient’s phenotypic presentation is influenced by the relative contribution of common or rare risk variants, or monogenic causes, we investigated the relationship between case genetic “contribution score” and case age at diabetes diagnosis, BMI, and C-peptide levels (a measure of insulin secretion). This evidence concerns the gene INS and diabetes mellitus.