ECG, clinical and novel CT-imaging predictors of necessary pacemaker implantation after transfemoral aortic valve replacement

IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Konstantin Klambauer , Daniel Puhr-Westerheide , Matthias P. Fabritius , Wolfgang G. Kunz , Julien Dinkel , Christine Schmid-Tannwald , Christina Utz , Fabian Grathwohl , Nicola Fink , Konstantinos D. Rizas , Jens Ricke , Michael Ingrisch , Anna T. Stüber , Adrian Curta
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引用次数: 0

Abstract

Purpose

Newly onset conduction disturbances with the need for permanent pacemaker (PPM) implantation remain the most common complication of transcatheter aortic valve replacement (TAVR). The objective was to evaluate the predictive value of clinical, ECG and new pre-procedural CT-imaging parameters for the requirement of PPM-implantation after TAVR.

Methods

2105 consecutive patients receiving TAVR using a balloon expandable prosthesis (Sapien 3, Edwards Lifesciences, Irving, CA, USA) at our institution were enrolled. Patients receiving a valve-in-valve prosthesis, TAVR after surgical repair, with missing or non-diagnostic CT-scans, with pre-implanted PPM and after TAVR in mitral position were excluded. The most suitable classification model for the given dataset was first identified through benchmark testing and later applied for prediction analysis.

Results

312 eligible patients requiring PPM implantation were compared to an age- matched control group of 305 patients not requiring PPM implantation. A scaled LASSO model allowed for most accurate prediction with an AUC of 0.70. Right bundle branch block was the strongest predictor (OR 2.739), followed by atrioventricular block 1° (OR 2.091), prosthesis diameter (OR 1.351), atrial fibrillation (OR 1.255), arterial hypertension (OR 1.215), coronary artery disease (1.070), the angle of ventricle axis and aortic root (OR 1.030), sinotubular junction height (OR 1.014) and the calcification of the left coronary cuspid (OR 1.007).

Conclusions

ECG- and clinical outperform imaging parameters in predicting PPM-implantation following TAVR. Right bundle branch block emerged as the most significant predictor overall, while the angle of ventricle axis and aortic root as a novel imaging-based predictor.

Abstract Image

经胸主动脉瓣置换术后必须植入起搏器的心电图、临床和新型 CT 成像预测因素。
目的:需要植入永久起搏器(PPM)的新发传导障碍仍然是经导管主动脉瓣置换术(TAVR)最常见的并发症。目的是评估临床、心电图和新的术前 CT 成像参数对 TAVR 后需要植入 PPM 的预测价值。方法:本机构连续登记了 2105 例使用球囊扩张假体(Sapien 3,Edwards Lifesciences,Irving,CA,USA)接受 TAVR 的患者。排除了接受瓣中瓣假体、手术修复后接受TAVR、CT扫描缺失或无诊断性、预先植入PPM和二尖瓣位置TAVR的患者。首先通过基准测试确定最适合给定数据集的分类模型,然后应用于预测分析:结果:312 名符合条件的需要植入 PPM 的患者与 305 名不需要植入 PPM 的患者组成的年龄匹配对照组进行了比较。缩放 LASSO 模型的 AUC 为 0.70,预测结果最为准确。右束支传导阻滞是最强的预测因子(OR 2.739),其次是房室传导阻滞 1°(OR 2.091)、假体直径(OR 1.351)、心房颤动(OR 1.255)、动脉高血压(OR 1.215)、冠状动脉疾病(1.070)、心室轴与主动脉根部夹角(OR 1.030)、窦管交界高度(OR 1.014)和左冠状动脉骤尖钙化(OR 1.007):结论:在预测TAVR术后PPM植入方面,心电图和临床参数优于影像学参数。右束支传导阻滞是最重要的总体预测指标,而心室轴线与主动脉根部的夹角则是基于影像学的新型预测指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.70
自引率
3.00%
发文量
398
审稿时长
42 days
期刊介绍: European Journal of Radiology is an international journal which aims to communicate to its readers, state-of-the-art information on imaging developments in the form of high quality original research articles and timely reviews on current developments in the field. Its audience includes clinicians at all levels of training including radiology trainees, newly qualified imaging specialists and the experienced radiologist. Its aim is to inform efficient, appropriate and evidence-based imaging practice to the benefit of patients worldwide.
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