Preoperative kidney dysfunction is a predictor of acute kidney injury (AKI) following cardiac surgery, limited information exists regarding the impact of preoperative serum creatinine (sCr) change on AKI. This study aims to examine the association between the normalization of elevated preoperative sCr and postoperative AKI, as well as its severity and duration. This retrospective cohort study included patients undergoing open-heart surgery. Patients were categorized into three groups based on preoperative sCr change (Delta Scr): the Stable sCr group (maximum Delta Scr < 0.3 mg/dL throughout the preoperative period), the Normalized sCr group (maximum Delta Scr >= 0.3 mg/dL followed by normalization to < 0.3 mg/dL within 48 h pre-surgery), and the Worsened sCr group (maximum Delta Scr >= 0.3 mg/dL, remaining >= 0.3 mg/dL within 48 h pre-surgery). Multivariable logistic regression was used to evaluate the association between preoperative sCr change and postoperative AKI, severe AKI, and persistent AKI. To control for selection bias, propensity score matching (1:3) was used by matching covariates between the Normalized sCr and the Stable sCr group. Of the 560 patients included, 40.2% developed AKI. In the Normalized sCr group, the rate of AKI was 61.2%, severe AKI 22.4%, and persistent AKI 34.7%. Multivariable logistic regression analyses revealed the Normalized group was associated with higher risk of postoperative AKI (adjusted OR, 2.51; 95% CI, 1.30-4.85, p = 0.006), severe AKI (adjusted OR, 3.40; 95% CI, 1.37-8.45, p = 0.008) and persistent AKI (adjusted OR, 2.87; 95% CI 1.36-6.05, p = 0.006). After propensity matching, 184 patients were matched (46 in the Normalized sCr group and 138 in the Stable sCr group). The Normalized sCr group were still associated with risk of AKI (adjusted OR, 2.77; 95% CI, 1.34-5.73, p = 0.006), severe AKI (adjusted OR, 4.10; 95% CI, 1.32-12.71, p = 0.015) and persistent AKI (adjusted OR, 2.72; 95% CI, 1.21-6.15, p = 0.016). Normalization of preoperative sCr following an initial elevation was associated with higher risks of AKI, as well as AKI severity and duration.