However, the results of the random forest analysis - showing that GDF-15 is especially useful for predicting AKI in patients with low plasma creatinine and who do not typically have a high risk profile - indicates that there are subgroups of patients in whom such an epiphenomenal association is at least not obvious. The gene discussed is GDF15; the disease is acute kidney injury.