The locus shared between creatinine and cystatin C overlapped BCKDK (lead variant: rs117766531 on chromosome 16, Fig. 5a–c), a gene involved in acidosis and glucocorticoids metabolism, and catabolic signals associated with renal failure [43]. This evidence concerns the gene BCKDK and Renal insufficiency.