Depression caseness patients were more likely to be female (60%; p = 0.001), have Kuwaiti nationality (68%, p = 0.121), were on insulin (67%, p = 0.001), have higher body mass index (p = 0.047), were less physically active (78%; p = 0.034), have a higher PAID score (p < 0.001), and have hypertension (74%, p = 0.047). Here, INS is linked to Hypertension.