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主成分分析确定了诺伍德手术后新主动脉直径的变化与单心室功能和血流质量相关。

Principal component analysis identified neo-aortic diameter variations post Norwood surgery associated with the single ventricle performance and flow quality.

作者信息

Schäfer Michal, Di Maria Michael V, Stone Matthew L, Barker Alex J, Carmody Kody K, Reece T Brett, Ivy D Dunbar, Jaggers James, Mitchell Max B

机构信息

Division of Cardiothoracic Surgery, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA.

Division of Pediatric Cardiology, Heart Institute, Children's Hospital Colorado, University of Colorado Denver, Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO, 80045-2560, USA.

出版信息

Int J Cardiovasc Imaging. 2024 Dec;40(12):2603-2616. doi: 10.1007/s10554-024-03282-w. Epub 2024 Nov 7.

Abstract

The purpose of this study was to investigate neo-aortic curvature and diameter variation using the principal component analysis in patients who underwent a Norwood procedure for hypoplastic left heart syndrome. We further assessed whether neo-aortic curvature and diameter features are associated with clinical outcomes, single right ventricle function and flow hemodynamic patterns derived by 4D-Flow MRI. 55 patients with Fontan circulation who underwent a Norwood procedure in infancy underwent cardiac MRI as part of surveillance of their Fontan circulation. Neo-aortic models segmented from the MRI angiography were subjected to principal component analysis. Principal component (PC) score values representing curvature and diameter variability were compared between patients with and without composite clinical event and correlated with standard cardiac hemodynamics. Fourteen patients experienced composite adverse clinical events. The PCs describing the variations in aortic curvature were not associated with cardiac MRI hemodynamics or clinical events. The diameter-based 2nd PC describing the degree of aortic tapering was significantly associated with the end-systolic volume index (R = 0.34, P = 0.011), ejection fraction (R = -0.44, P = 0.001), and viscous energy loss measured in the ascending aorta (R = 0.45, P = 0.009). High 2nd PC score values describing abrupt diameter changes were also associated with worse freedom from clinical events (P = 0.042). Neo-aortic shape variation described by gradual diameter tapering is strongly linked to better clinical and hemodynamic outcomes. Neo-aortic curvature and luminal trajectory seems to have less impact on the overall hemodynamics and long-term outcomes.

摘要

本研究的目的是利用主成分分析来研究接受诺伍德手术治疗左心发育不全综合征患者的新主动脉曲率和直径变化。我们进一步评估了新主动脉曲率和直径特征是否与临床结局、单右心室功能以及4D-血流磁共振成像得出的血流动力学模式相关。55例在婴儿期接受诺伍德手术且处于Fontan循环的患者接受了心脏磁共振成像检查,作为其Fontan循环监测的一部分。从磁共振血管造影中分割出的新主动脉模型进行了主成分分析。比较了有和没有复合临床事件的患者之间代表曲率和直径变异性的主成分(PC)得分值,并将其与标准心脏血流动力学相关联。14例患者发生了复合不良临床事件。描述主动脉曲率变化的主成分与心脏磁共振成像血流动力学或临床事件无关。描述主动脉逐渐变细程度的基于直径的第二主成分与收缩末期容积指数(R = 0.34,P = 0.011)、射血分数(R = -0.44,P = 0.001)以及升主动脉中测量的粘性能量损失(R = 0.45,P = 0.009)显著相关。描述直径突然变化的高第二主成分得分值也与较差的临床事件自由度相关(P = 0.042)。由直径逐渐变细所描述的新主动脉形状变化与更好的临床和血流动力学结局密切相关。新主动脉曲率和管腔轨迹似乎对整体血流动力学和长期结局影响较小。

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