Moreover, a negative correlation between tubular FABP4 and eGFR was observed in the public Ju CKD dataset (r2 = 0.03704, p = 0.0085, n = 243) (Fig. 1e), suggesting a potential role of FABP4 in the development of CKD. This evidence concerns the gene FABP4 and chronic kidney disease.