Therefore PBMCs of CKD patients showed a specific down-regulation of several nuclear-encoded genes involved in the mitochondrial biogenesis and functions (TFAM, COX6C, COX7C, UQCRH and MCAD). Here, ACADM is linked to chronic kidney disease.