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

被引:1
|
作者
Pewowaruk, Ryan J. [1 ,2 ]
Forouzan, Omid [3 ]
Raza, Farhan [4 ]
Gepner, Adam D. [2 ,4 ]
Chesler, Naomi C. [5 ,6 ,7 ]
机构
[1] Univ Wisconsin, Sch Med & Publ Hlth, Cardiovasc Res Ctr, Madison, WI USA
[2] William S Middleton Mem Vet Adm Med Ctr, Dept Med, Div Cardiol, Madison, WI USA
[3] Endotronix, Lisle, IL USA
[4] Univ Wisconsin, Sch Med & Publ Hlth, Dept Med, Div Cardiol, Madison, WI USA
[5] Univ Calif Irvine, Edwards Lifesci Fdn Cardiovasc Innovat, Irvine, CA USA
[6] Univ Calif Irvine, Res Ctr, Irvine, CA USA
[7] Univ Calif Irvine, Dept Biomed Engn, Irvine, CA USA
关键词
D O I
10.1016/j.jbiomech.2021.110856
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
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.
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页数:3
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