Cho Jin Sun, Choi Mingee, Shim Jae-Kwang, Park Jin Ha, Shin Hye Jung, Choi Hee Won, Kwak Young-Lan
Department of Anesthesiology and Pain Medicine, Yonsei University College of Medicine.
Anesthesia and Pain Research Institute, Yonsei University College of Medicine.
Int J Surg. 2024 Nov 1;110(11):7097-7105. doi: 10.1097/JS9.0000000000001933.
Acute renal dysfunction is defined by the maximum increase in serum creatinine (sCr) without considering the pattern of change in sCr. We aimed to identify longitudinal patterns (trajectories) of postoperative sCr concentrations and investigate their association with long-term outcomes in patients undergoing valvular heart surgery.
In this retrospective review of 3436 patients who underwent valvular heart surgery, we applied trajectory projection cluster analysis to identify the trajectories of sCr changes from baseline during the 7 postoperative days. Primary and secondary endpoints were to investigate the associations of sCr trajectories with mortality using Kaplan-Meier curves and Cox proportional hazards regression analysis and a composite of major adverse kidney events (MAKEs) at 1 year after surgery, respectively.
Four clusters were identified: Clusters 1 and 2, a minimal change in sCr (90.1% of patients); Cluster 3, a significant and persistent increase in sCr (4.1% of patients); and Cluster 4, a significant but transient increase in sCr (5.8% of patients). The 1-year postoperative mortality rate was higher in Cluster 3 (18.4%) and Cluster 4 (11.6%) than in Cluster 1+2 (2.7%). The Kaplan-Meier survival curve demonstrated significant differences in mortality rates among the clusters (log-rank test, P <0.001). In the multivariable Cox analysis, the sCr trajectory cluster was an independent prognostic factor for mortality. Cluster 3 had a higher prevalence of MAKEs (37.6%) compared with Cluster 1+2 (6.8%, P <0.001) and Cluster 4 (24.1%, P =0.045). The cluster was an independent prognostic factor for MAKEs.
The sCr trajectory clusters exhibited significantly different risks of mortality and MAKEs 1 year after surgery. Through these sCr trajectories, we confirmed that both the extent of sCr increase and its sustainability during the first 7 postoperative days were closely associated with the long-term prognosis after valvular heart surgery.
急性肾功能障碍是根据血清肌酐(sCr)的最大增幅来定义的,而未考虑sCr的变化模式。我们旨在确定心脏瓣膜置换术后sCr浓度的纵向变化模式(轨迹),并研究其与长期预后的关系。
在对3436例行心脏瓣膜置换术患者的回顾性研究中,我们应用轨迹投影聚类分析来确定术后7天内sCr相对于基线的变化轨迹。主要和次要终点分别是使用Kaplan-Meier曲线和Cox比例风险回归分析研究sCr轨迹与死亡率的关系,以及术后1年的主要不良肾脏事件(MAKEs)复合终点。
共识别出四个聚类:聚类1和聚类2,sCr变化极小(占患者的90.1%);聚类3,sCr显著且持续升高(占患者的4.1%);聚类4,sCr显著但短暂升高(占患者的5.8%)。聚类3(18.4%)和聚类4(11.6%)的术后1年死亡率高于聚类1 + 2(2.7%)。Kaplan-Meier生存曲线显示各聚类间死亡率存在显著差异(对数秩检验,P <0.001)。在多变量Cox分析中,sCr轨迹聚类是死亡率的独立预后因素。与聚类1 + 2(6.8%,P <0.001)和聚类4(24.1%,P =0.045)相比,聚类3中MAKEs的发生率更高(37.6%)。该聚类是MAKEs的独立预后因素。
sCr轨迹聚类在术后一年显示出显著不同的死亡风险和MAKEs风险。通过这些sCr轨迹,我们证实了术后前7天sCr升高的程度及其持续性均与心脏瓣膜置换术后的长期预后密切相关。