AIP and stroke disorder: After a maximum follow-up of 9 years among 8,763 Chinese adults aged 45 years and older, this study found that the combined effect of elevated AIP and hs-CRP levels significantly increased the risk of CVD, with a particularly pronounced impact on stroke.