These nine genes (EXOG, NFE2L2, SLC30A4, SPTBN1, TRAP1 and TSPAN14 in CKDGen, and GOSR2, RPH3A, and RRAGD in BioBank Japan) showed significant differential expression in CKD compared to healthy controls. Here, RRAGD is linked to chronic kidney disease.