Perez Samuel C, Manghelli Joshua L, Khiabani Ali J, Gelman Andrew E, Schuessler Richard B, Damiano Ralph J, Melby Spencer J, Schill Matthew R, Zemlin Christian W, Edgerton James
Department of Surgery, University of Missouri School of Medicine, Columbia, Mo.
Department of Cardiothoracic Surgery, Washington University School of Medicine in Saint Louis, St Louis, Mo.
JTCVS Open. 2025 Apr 15;25:264-274. doi: 10.1016/j.xjon.2025.03.021. eCollection 2025 Jun.
Cardiac surgery-associated acute kidney injury (CSA-AKI) is commonly observed after cardiac surgery and has been shown to be associated with increased morbidity and mortality. This study was conducted using the Kidney Disease Improving Global Outcomes (KDIGO) criteria to analyze potential perioperative biomarkers of CSA-AKI.
Blood was collected from patients intraoperatively on entry into the pericardium and at 4, 12, 24, and 48 hours postoperatively. Repeated-measures, mixed-model analysis was conducted to determine which cytokines and/or chemokines were associated with postoperative CSA-AKI. LASSO regression and random forest modeling were used for variable selection and incorporation into a multivariable regression model.
There were no demographic or preoperative differences between patients with CSA-AKI and patients without CSA-AKI except for preoperative diabetes status, hemoglobin concentration, and CKD status. Additionally, there were no significant differences in preoperative medications between the 2 groups. Ten of the 40 biomarkers were statistically significant ( < .05) for the between-group main effect after repeated measures analysis: myoglobin, growth/differentiation factor 15 (GDF-15), neutrophil gelatinase-associated lipocalin (NGAL), haptoglobin, tumor necrosis factor alpha (TNFα), monocyte chemoattractant protein 1 (MCP-1), interleukin (IL)-1RA, IL-8, IL-6, and C-reactive protein. Multivariable stepwise regression showed the earliest independent predictors of postoperative AKI were 4-hour myoglobin (adjusted odds ratio [aOR], 1.61; 95% confidence interval [CI], 1.12-3.12; = .036), 4-hour IL-1RA (aOR, 1.001; 95% CI, 1.000-1.001; = .48), and 4-hour haptoglobin (aOR, 1.07; 95% CI, 1.03-1.18; = .001).
Multiple cytokines were significantly elevated between the CSA-AKI group and the CSA-non-AKI group. Myoglobin, haptoglobin, and IL-1RA are potential blood biomarkers for AKI after cardiac surgery. Further research is needed to investigate the roles of these biomarkers and their associations with CSA-AKI.
心脏手术相关急性肾损伤(CSA-AKI)在心脏手术后较为常见,且已被证明与发病率和死亡率增加相关。本研究采用改善全球肾脏病预后组织(KDIGO)标准来分析CSA-AKI潜在的围手术期生物标志物。
在患者进入心包时术中采血,并在术后4、12、24和48小时采血。进行重复测量的混合模型分析,以确定哪些细胞因子和/或趋化因子与术后CSA-AKI相关。采用套索回归和随机森林建模进行变量选择,并纳入多变量回归模型。
除术前糖尿病状态、血红蛋白浓度和慢性肾脏病状态外,CSA-AKI患者与非CSA-AKI患者在人口统计学或术前方面无差异。此外,两组术前用药情况也无显著差异。40种生物标志物中有10种在重复测量分析后组间主效应具有统计学意义(P<0.05):肌红蛋白、生长分化因子15(GDF-15)、中性粒细胞明胶酶相关脂质运载蛋白(NGAL)、触珠蛋白、肿瘤坏死因子α(TNFα)、单核细胞趋化蛋白1(MCP-1)、白细胞介素(IL)-1受体拮抗剂(IL-1RA)、IL-8、IL-6和C反应蛋白。多变量逐步回归显示,术后急性肾损伤最早的独立预测因素为术后4小时的肌红蛋白(校正比值比[aOR],1.61;95%置信区间[CI],1.12-3.12;P=0.036)、4小时的IL-1RA(aOR,1.001;95%CI,1.000-1.001;P=0.48)和4小时的触珠蛋白(aOR,1.07;95%CI,1.03-1.18;P=0.001)。
CSA-AKI组和CSA-非AKI组之间多种细胞因子显著升高。肌红蛋白、触珠蛋白和IL-1RA是心脏手术后急性肾损伤潜在的血液生物标志物。需要进一步研究来探讨这些生物标志物的作用及其与CSA-AKI的关联。