D0 bilirubin and IL‐8 combined, miR‐6826‐5p, and miR‐6811‐3p predicted incident AKI (AUROCs 0.726, 0.821, 0.770, p < 0.01). The gene discussed is CXCL8; the disease is acute kidney injury.