However, higher percent change in serum albumin levels was still significantly associatied with decreasing risk of new-onset prediabetes in the multivariate Cox regression models (models 1–5), even when baseline BMI and BMI change were concurrently adjusted (S3 Table). Here, ALB is linked to prediabetes syndrome.