In addition, 112 cases had missing data for non-invasive liver fibrosis assessment, and 64 individuals with missing insulin or CRP measurements were excluded, leading to the final sample of 10985 participants (Supplementary Fig. S1). Here, CRP is linked to Hepatic fibrosis.