Research from the CHARLS and the Korean National Health Insurance Service-National Health Screening Cohort (NHIS-HEALS) has reported that elevated baseline AIP levels are significantly associated with an increased risk of stroke and CVD among diabetic patients (13, 38). This evidence concerns the gene AIP and stroke disorder.