Ahlqvist et al. used hierarchical and k-means clustering of diabetes patients using age of diagnosis, HbA1c at diagnosis, BMI, beta cell function (HOMA-B), insulin sensitivity (HOMA-S) and presence or absence of GAD antibodies [12]. This evidence concerns the gene INS and diabetes mellitus.