Cardiology Division, Carilion Clinic, Virginia Tech Carilion School of Medicine, Roanoke, VA, USA.
Health Analytics Research, Virginia Tech Carilion School of Medicine, Carilion Clinic, Roanoke, VA, USA.
J Interv Cardiol. 2023 Jan 18;2023:1117379. doi: 10.1155/2023/1117379. eCollection 2023.
To determine if radial artery (RA) access compared with femoral artery (FA) access for percutaneous coronary intervention (PCI) is associated with a lower incidence of acute kidney injury (AKI).
AKI results in substantial morbidity and cost following PCI. Prior studies comparing the occurrence of AKI associated with radial artery (RA) versus femoral artery (FA) access have mixed results.
Using a large state-wide database, 14,077 patients (8,539 with RA and 5,538 patents with FA access) were retrospectively compared to assess the occurrence of AKI following PCI. To reduce selection bias and balance clinical data across the two groups, a novel machine learning method called a Generalized Boosted Model was conducted on the arterial access site generating a weighted propensity score for each variable. A logistic regression analysis was then performed on the occurrence of AKI following PCI using the weighted propensity scores from the Generalized Boosted Model.
As shown in other studies, multiple variables were associated with an increase in AKI after PCI. Only RA access (OR 0.82; 95% CI 0.74-0.91) and male gender (OR 0.80; 95% CI 0.72-0.89) were associated with a lower occurrence of AKI. Based on the calculated Mehran scores, patients were stratified into groups with an increasing risk of AKI. RA access was consistently found to have a lower risk of AKI compared with FA access across these groups of increasing risk.
Compared with FA access, RA access is associated with an 18% lower rate of AKI following PCI. This effect was observed among different levels of risk for developing AKI. Although developed from a retrospective analysis, this study supports the use of RA access when technically possible in a diverse group of patients.
确定经皮冠状动脉介入治疗(PCI)中桡动脉(RA)入路与股动脉(FA)入路相比,是否与急性肾损伤(AKI)的发生率较低相关。
PCI 后 AKI 会导致大量发病率和费用。先前比较 RA 与 FA 入路与 AKI 发生相关的研究结果不一。
使用大型全州范围数据库,回顾性比较了 14077 例患者(8539 例采用 RA 入路,5538 例采用 FA 入路),以评估 PCI 后 AKI 的发生情况。为了减少选择偏倚并平衡两组的临床数据,使用一种称为广义提升模型的新型机器学习方法对动脉入路部位进行分析,为每个变量生成加权倾向评分。然后使用广义提升模型的加权倾向评分对 PCI 后 AKI 的发生进行逻辑回归分析。
与其他研究一样,多个变量与 PCI 后 AKI 增加相关。只有 RA 入路(OR 0.82;95%CI 0.74-0.91)和男性(OR 0.80;95%CI 0.72-0.89)与 AKI 发生率降低相关。基于计算的 Mehran 评分,将患者分为 AKI 发生风险增加的组。在这些风险增加的组中,RA 入路与 FA 入路相比,始终发现 AKI 的风险较低。
与 FA 入路相比,RA 入路与 PCI 后 AKI 的发生率降低 18%相关。这种效果在发生 AKI 的不同风险水平中都观察到。尽管本研究来自回顾性分析,但支持在技术上可行的情况下,在不同患者群体中使用 RA 入路。