In this cross-sectional study based on the NHAHES (2013–2014, 2017–2018) on U.S. population, we included 526 CKD participants identified by their estimated glomerular filtration rates (eGFRs) or albumin-to-creatinine ratios (ACRs). Here, ALB is linked to chronic kidney disease.