Furthermore, Guenancia et al. showed the potential of GDF-15 as a biomarker for diagnosing AKI [62]; the pre-operative serum GDF-15 was associated with post-operative AKI in patients with cardiac bypass surgery. Here, GDF15 is linked to acute kidney injury.