Abstract Background and Aims FABP4, a fatty acid-binding protein, is predominantly expressed in adipose tissue (AT) and has been shown to be elevated in patients with chronic kidney disease (CKD). Although elevated levels of FABP4 have been linked to cardiovascular disease in end-stage renal disease (ESRD) patients, the cause of this increase is unclear. The aim of this study was to evaluate the expression of AT FABP4 under uremic conditions and its impact on the function of macrophages and vascular smooth muscle cells (VSMC). Method We measured the levels of FABP4 in the blood and urine of CKD patients. The expression of AT FABP4 under uremic conditions was analyzed using omental AT obtained from healthy kidney donors and patients with ESRD who received peritoneal catheter insertion. The effect of FABP4 on the function of macrophages and VSMC was also assessed. Results The levels of FABP4 in the blood and urine of CKD patients were inversely correlated with their estimated glomerular filtration rate (eGFR). An increase in FABP4 in the blood was detected before its increase in the urine. FABP4 expression was found to be higher in mature adipocytes in visceral AT compared to the stromal vascular fraction (SVF). Adipocytes treated with p-cresol and adipocytes isolated from CKD patients showed higher levels of FABP4 expression compared to healthy individuals. Single-cell RNA sequencing of SVF showed increased FABP4 expression in progenitor cells and macrophages from CKD patients. In THP-1 cells, FABP4 induced more foam cells and increased levels of inflammatory mediators in the presence of palmitic acid. VSMC treated with p-cresol or VSMC isolated from CKD mice induced by an adenine diet showed a pro-calcific phenotype, as indicated by increased calcium content and bone-related gene expression, which was further enhanced by FABP4. Conclusion The elevated levels of FABP4 in CKD patients are not solely a result of decreased renal clearance but also due to increased production in AT. These higher levels of circulating FABP4 may be associated with dysfunction in vascular cells.