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应用动脉力学方法从 2D-PCMRI 无创性估测肺血流动力学

Non-invasive estimation of pulmonary hemodynamics from 2D-PC MRI with an arterial mechanics method.

机构信息

Cardiovascular Research Center, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States; Department of Medicine - Division of Cardiology, William S. Middleton Memorial Veteran's Hospital, Madison, WI, United States.

Endotronix, Lisle, IL, United States.

出版信息

J Biomech. 2021 Dec 2;129:110856. doi: 10.1016/j.jbiomech.2021.110856. Epub 2021 Nov 3.

Abstract

Pulmonary Hypertension (PH) is a challenging cardiopulmonary disease diagnosed when the mean pulmonary artery pressure (mPAP) is greater than 20 mmHg. Unfortunately, mPAP can only be measured through invasive right heart catheterization (RHC) motivating the development of novel non-invasive estimates. Pulmonary hypertension patients (n = 7) and control subjects (n = 8) had 2D phase contrast (PC) MRI of the main pulmonary artery during rest and moderate exercise. A novel method utilizing arterial mechanics was used to estimate mPAP and other pulmonary hemodynamics measures from the 2D PC images. mPAP estimated from MRI was greater in the PH group than the control group at both rest (24 ± 10 vs 12 ± 5 mmHg) and exercise (40 ± 8 vs 17 ± 9 mmHg). Area under the curve (AUC) calculated from receiver operator curve (ROC) analysis showed MRI estimated mPAP had excellent diagnostic ability to diagnose PH patients vs control subjects at rest and exercise (rest AUC = 0.91 [0.76 - 1.0], exercise AUC = 0.96 [0.88 - 1.0]). These are promising proof-of-concept results that pulmonary hemodynamics could be non-invasively estimated from an MRI and arterial mechanics approach. Future studies to determine the clinical utility of this method are needed.

摘要

肺动脉高压(PH)是一种具有挑战性的心肺疾病,当平均肺动脉压(mPAP)大于 20mmHg 时即可诊断。不幸的是,mPAP 只能通过有创的右心导管检查(RHC)来测量,这促使了新型非侵入性估计方法的发展。在休息和中度运动期间,对肺动脉高压患者(n=7)和对照组受试者(n=8)进行了二维相位对比(PC)MRI 肺动脉主干成像。利用动脉力学的新方法,从二维 PC 图像中估计 mPAP 和其他肺血流动力学参数。在休息时(24±10 与 12±5mmHg)和运动时(40±8 与 17±9mmHg),PH 组的 MRI 估计 mPAP 均高于对照组。接受者操作特性曲线(ROC)分析的曲线下面积(AUC)表明,MRI 估计的 mPAP 在休息和运动时具有很好的诊断能力,可用于诊断 PH 患者与对照组(休息时 AUC=0.91[0.76-1.0],运动时 AUC=0.96[0.88-1.0])。这些有前景的概念验证结果表明,肺血流动力学可以通过 MRI 和动脉力学方法进行非侵入性估计。需要进一步的研究来确定这种方法的临床应用价值。

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