Integrated Strain-Flow Analysis for Early Assessment of Right Ventricular Dysfunction in Pulmonary Arterial Hypertension.

IF 5.4 2区 医学 Q3 ENGINEERING, BIOMEDICAL
Mohammad Saber Hashemi, Ahmad Falahatpisheh, Yasaman Farsiani, Yuri Matusov, Siddharth Singh, Kambiz Ghafourian, Gianni Pedrizzetti, Arash Kheradvar
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Abstract

Purpose: Early detection of right ventricular (RV) dysfunction is essential in pulmonary arterial hypertension (PAH) but remains challenging using conventional echocardiography. This study investigates the feasibility of a noninvasive, physics-based framework using three-dimensional (3D) echocardiography that integrates myocardial strain and volumetric flow analysis to characterize RV mechanical performance across stages of PAH.

Methods: A prospective pilot study (N = 15) enrolled healthy controls, PAH patients with preserved RV size, and PAH patients with RV dysfunction. Deformation was evaluated by principal strain analysis and by conventional (longitudinal, circumferential) components. Hemodynamic metrics included hemodynamic forces and energetic properties that were derived using a physics-informed volumetric echocardiographic particle image velocimetry (V-Echo-PIV) method applied to contrast-enhanced acquisitions.

Results: Deformation analysis revealed that longitudinal strain was significantly reduced even in PAH patients with preserved RV dimensions, while second principal (secondary) strain showed a distinctive sign reversal, indicating a paradoxical systolic lengthening, early in the disease. The analysis of hemodynamic forces showed a marked reduction in systolic propulsion across all PAH stages. In contrast, energetic abnormalities were predominantly observed at later stage of the disease.

Conclusions: The integration of 3D myocardial strain with fluid dynamics provides a comprehensive physiological assessment of RV remodeling. While strain and systolic propulsion appear as sensitive markers for early dysfunction, diastolic energetics may support disease staging. This noninvasive framework shows promise for early detection and longitudinal monitoring of PAH patients.

综合应变-血流分析在肺动脉高压右室功能障碍早期评估中的应用。
目的:肺动脉高压(PAH)早期发现右心室(RV)功能障碍至关重要,但传统超声心动图仍然具有挑战性。本研究探讨了一种无创、基于物理的三维超声心动图框架的可行性,该框架整合了心肌应变和容量流量分析,以表征PAH各阶段的RV力学性能。方法:一项前瞻性先导研究(N = 15)纳入健康对照组、右心室大小保留的PAH患者和右心室功能障碍的PAH患者。变形通过主应变分析和常规(纵向、周向)分量来评估。血流动力学指标包括血流动力学力和能量特性,这些特性是通过应用于对比增强采集的体积超声心动图颗粒图像测速仪(V-Echo-PIV)方法得出的。结果:变形分析显示,即使在保留RV尺寸的PAH患者中,纵向应变也显着降低,而第二主应变在疾病早期表现出独特的体征逆转,表明矛盾的收缩延长。血流动力学力分析显示,在PAH的各个阶段,收缩推进力都有明显的降低。相反,能量异常主要是在疾病晚期观察到的。结论:三维心肌应变与流体动力学的结合为右心室重构提供了全面的生理评估。虽然张力和收缩推进是早期功能障碍的敏感标志,但舒张能量学可能支持疾病分期。这种非侵入性框架显示了PAH患者早期检测和纵向监测的前景。
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
Annals of Biomedical Engineering
Annals of Biomedical Engineering 工程技术-工程:生物医学
CiteScore
7.50
自引率
15.80%
发文量
212
审稿时长
3 months
期刊介绍: Annals of Biomedical Engineering is an official journal of the Biomedical Engineering Society, publishing original articles in the major fields of bioengineering and biomedical engineering. The Annals is an interdisciplinary and international journal with the aim to highlight integrated approaches to the solutions of biological and biomedical problems.
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