In this study, we not only found that the AKI group had significantly increased glycolysis, NOTCH, and TLR4‐related signalling pathway activity than the Non‐AKI group, but we also discovered that Treg was significantly associated with lower glycolysis, NOTCH, and TLR4‐related signalling pathway activity. This evidence concerns the gene TLR4 and acute kidney injury.