Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee; Monash University, Melbourne, Australia.
Department of Biostatistics, Vanderbilt University, Nashville, Tennessee.
Anesthesiology. 2024 Jun 1;140(6):1111-1125. doi: 10.1097/ALN.0000000000004957.
Acute kidney injury (AKI) is common after major abdominal surgery. Selection of candidate kidney protective strategies for testing in large trials should be based on robust preliminary evidence.
A secondary analysis of the Restrictive versus Liberal Fluid Therapy in Major Abdominal Surgery (RELIEF) trial was conducted in adult patients undergoing major abdominal surgery and randomly assigned to a restrictive or liberal perioperative fluid regimen. The primary outcome was maximum AKI stage before hospital discharge. Two multivariable ordinal regression models were developed to test the primary hypothesis that modifiable risk factors associated with increased maximum stage of postoperative AKI could be identified. Each model used a separate approach to variable selection to assess the sensitivity of the findings to modeling approach. For model 1, variable selection was informed by investigator opinion; for model 2, the Least Absolute Shrinkage and Selection Operator (LASSO) technique was used to develop a data-driven model from available variables.
Of 2,444 patients analyzed, stage 1, 2, and 3 AKI occurred in 223 (9.1%), 59 (2.4%), and 36 (1.5%) patients, respectively. In multivariable modeling by model 1, administration of a nonsteroidal anti-inflammatory drug or cyclooxygenase-2 inhibitor, intraoperatively only (odds ratio, 1.77 [99% CI, 1.11 to 2.82]), and preoperative day-of-surgery administration of an angiotensin-converting enzyme inhibitor or angiotensin receptor blocker compared to no regular use (odds ratio, 1.84 [99% CI, 1.15 to 2.94]) were associated with increased odds for greater maximum stage AKI. These results were unchanged in model 2, with the additional finding of an inverse association between nadir hemoglobin concentration on postoperative day 1 and greater maximum stage AKI.
Avoiding intraoperative nonsteroidal anti-inflammatory drugs or cyclooxygenase-2 inhibitors is a potential strategy to mitigate the risk for postoperative AKI. The findings strengthen the rationale for a clinical trial comprehensively testing the risk-benefit ratio of these drugs in the perioperative period.
急性肾损伤(AKI)在大型腹部手术后很常见。选择候选肾脏保护策略进行大型试验测试应基于可靠的初步证据。
对主要腹部手术中限制性与自由性液体治疗(RELIEF)试验进行了二次分析,该试验纳入了接受主要腹部手术的成年患者,并随机分配至限制或宽松的围手术期液体方案。主要结局是住院前最大 AKI 分期。建立了两个多变量有序回归模型来检验主要假设,即与术后 AKI 最大分期增加相关的可改变风险因素是否可以确定。每个模型都使用单独的方法进行变量选择,以评估模型方法的敏感性。对于模型 1,变量选择基于研究者的意见;对于模型 2,使用最小绝对收缩和选择算子(LASSO)技术从可用变量中开发数据驱动的模型。
在分析的 2444 例患者中,分别有 223 例(9.1%)、59 例(2.4%)和 36 例(1.5%)发生了 AKI 1 期、2 期和 3 期。在模型 1 的多变量建模中,术中仅使用非甾体抗炎药或环氧化酶-2 抑制剂(比值比,1.77[99%CI,1.11 至 2.82])和术前手术日使用血管紧张素转换酶抑制剂或血管紧张素受体阻滞剂与不常规使用相比(比值比,1.84[99%CI,1.15 至 2.94])与更大的最大 AKI 分期发生的几率增加相关。在模型 2 中,这些结果保持不变,并且还发现术后第 1 天最低血红蛋白浓度与更大的最大 AKI 分期之间存在反比关系。
避免术中使用非甾体抗炎药或环氧化酶-2 抑制剂可能是减轻术后 AKI 风险的一种策略。这些发现为在围手术期全面测试这些药物的风险-获益比的临床试验提供了更有力的依据。