Section of Vascular Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI.
Department of Surgery, University of Michigan, Ann Arbor, MI.
Ann Vasc Surg. 2023 Jul;93:79-91. doi: 10.1016/j.avsg.2023.02.017. Epub 2023 Mar 1.
Contrast-associated acute kidney injury (CA-AKI) after endovascular abdominal aortic aneurysm repair (EVAR) is associated with mortality and morbidity. Risk stratification remains a vital component of preoperative evaluation. We sought to generate and validate a preprocedure CA-AKI risk stratification tool for elective EVAR patients.
We queried the Blue Cross Blue Shield of Michigan Cardiovascular Consortium database for elective EVAR patients and excluded those on dialysis, with a history of renal transplant, death during procedure, and without creatinine measures. Association with CA-AKI (rise in creatinine > 0.5 mg/dL) was tested using mixed-effects logistic regression. Variables associated with CA-AKI were used to generate a predictive model via a single classification tree. The variables selected by the classification tree were then validated by fitting a mixed-effects logistic regression model into the Vascular Quality Initiative dataset.
Our derivation cohort included 7,043 patients, 3.5% of whom developed CA-AKI. After multivariate analysis, age (odds ratio [OR] 1.021, 95% confidence interval [CI] 1.004-1.040), female sex (OR 1.393, CI 1.012-1.916), glomerular filtration rate (GFR) < 30 mL/min (OR 5.068, CI 3.255-7.891), current smoking (OR 1.942, CI 1.067-3.535), chronic obstructive pulmonary disease (OR 1.402, CI 1.066-1.843), maximum abdominal aortic aneurysm (AAA) diameter (OR 1.018, CI 1.006-1.029), and presence of iliac artery aneurysm (OR 1.352, CI 1.007-1.816) were associated with increased odds of CA-AKI. Our risk prediction calculator demonstrated that patients with a GFR < 30 mL/min, females, and patients with a maximum AAA diameter of > 6.9 cm are at a higher risk of CA-AKI after EVAR. Using the Vascular Quality Initiative dataset (N = 62,986), we found that GFR < 30 mL/min (OR 4.668, CI 4.007-5.85), female sex (OR 1.352, CI 1.213-1.507), and maximum AAA diameter > 6.9 cm (OR 1.824, CI 1.212-1.506) were associated with an increased risk of CA-AKI after EVAR.
Herein, we present a simple and novel risk assessment tool that can be used preoperatively to identify patients at risk of CA-AKI after EVAR. Patients with a GFR < 30 mL/min, maximum AAA diameter > 6.9 cm, and females who are undergoing EVAR may be at risk for CA-AKI after EVAR. Prospective studies are needed to determine the efficacy of our model.
血管内腹主动脉瘤修复(EVAR)后对比剂相关急性肾损伤(CA-AKI)与死亡率和发病率相关。风险分层仍然是术前评估的重要组成部分。我们试图为择期 EVAR 患者生成和验证术前 CA-AKI 风险分层工具。
我们在密歇根州蓝十字蓝盾心血管联合会数据库中查询了择期 EVAR 患者,并排除了正在接受透析、有肾移植史、手术过程中死亡和无肌酐测量值的患者。使用混合效应逻辑回归测试与 CA-AKI(肌酐升高>0.5mg/dL)的关联。使用单分类树生成与 CA-AKI 相关的预测模型。然后,通过将混合效应逻辑回归模型拟合到血管质量倡议数据集,验证分类树选择的变量。
我们的推导队列包括 7043 名患者,其中 3.5%发生了 CA-AKI。经过多变量分析,年龄(比值比[OR]1.021,95%置信区间[CI]1.004-1.040)、女性(OR 1.393,CI 1.012-1.916)、肾小球滤过率(GFR)<30mL/min(OR 5.068,CI 3.255-7.891)、当前吸烟(OR 1.942,CI 1.067-3.535)、慢性阻塞性肺疾病(OR 1.402,CI 1.066-1.843)、最大腹主动脉瘤(AAA)直径(OR 1.018,CI 1.006-1.029)和存在髂动脉瘤(OR 1.352,CI 1.007-1.816)与 CA-AKI 风险增加相关。我们的风险预测计算器表明,GFR<30mL/min、女性和最大 AAA 直径>6.9cm 的患者在 EVAR 后发生 CA-AKI 的风险更高。使用血管质量倡议数据集(N=62986),我们发现 GFR<30mL/min(OR 4.668,CI 4.007-5.85)、女性(OR 1.352,CI 1.213-1.507)和最大 AAA 直径>6.9cm(OR 1.824,CI 1.212-1.506)与 EVAR 后 CA-AKI 风险增加相关。
在此,我们提出了一种简单而新颖的风险评估工具,可用于术前识别 EVAR 后发生 CA-AKI 的风险患者。接受 EVAR 的 GFR<30mL/min、最大 AAA 直径>6.9cm 和女性患者可能在 EVAR 后发生 CA-AKI 的风险。需要前瞻性研究来确定我们模型的疗效。