Patrick S Kietrsunthorn, Tonja M Locklear, Clifford E Fonner, Chalak O Berzingi, Jason R Foerst, Mohd A Mirza, David C Sane, Eric Williams, Robert A Shor, Gregory J Dehmer
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引用次数: 0
Abstract
Objectives: 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).
Background: 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.
Methods: 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.
Results: 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.
Conclusions: 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.
目的:确定经皮冠状动脉介入治疗(PCI)中桡动脉(RA)通路与股动脉(FA)通路是否与较低的急性肾损伤(AKI)发生率相关。背景:急性肾损伤导致PCI术后大量的发病率和费用。先前的研究比较了桡动脉(RA)与股动脉(FA)通路相关的AKI发生率,结果不一。方法:使用一个大型全国性数据库,回顾性比较14077例患者(8539例RA患者和5538例FA患者),评估PCI术后AKI的发生情况。为了减少选择偏差并平衡两组之间的临床数据,在动脉通路部位进行了一种称为广义提升模型的新型机器学习方法,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得分对PCI后AKI的发生进行逻辑回归分析。结果:如其他研究所示,PCI术后AKI的增加与多个变量相关。仅RA访问(OR 0.82;95% CI 0.74-0.91)和男性(OR 0.80;95% CI 0.72-0.89)与AKI发生率较低相关。根据计算的Mehran评分,将患者分为AKI风险增加的组。在这些风险增加的组中,RA通路与FA通路相比,始终被发现具有较低的AKI风险。结论:与FA通路相比,RA通路与PCI术后AKI发生率降低18%相关。在不同的AKI风险水平中观察到这种影响。虽然是回顾性分析,但本研究支持在技术上可能的情况下,在不同的患者群体中使用RA通路。
期刊介绍:
Journal of Interventional Cardiology is a peer-reviewed, Open Access journal that provides a forum for cardiologists determined to stay current in the diagnosis, investigation, and management of patients with cardiovascular disease and its associated complications. The journal publishes original research articles, review articles, and clinical studies focusing on new procedures and techniques in all major subject areas in the field, including:
Acute coronary syndrome
Coronary disease
Congenital heart diseases
Myocardial infarction
Peripheral arterial disease
Valvular heart disease
Cardiac hemodynamics and physiology
Haemostasis and thrombosis