Furthermore, Zhong et al. found that individuals with diabetes who developed ketoacidosis had a higher hospitalization rate, which was associated with several risk factors such as being male, having a longer duration of disease, and receiving insulin therapy [41]. Here, INS is linked to diabetes mellitus.