This is an important aspect, since the clustering results of the Japanese population showed that Asian diabetic patients, due to their inherent lower b-cell activity and insulin secretion, showed a higher proportion of SIRD cluster with a comparatively lower BMI than the studies from western cohorts, meaning there is a potential earlier onset of DM in their population [7,8,14,21]. Here, INS is linked to diabetes mellitus.