Evaluation of elevated mean pulmonary arterial pressure based on magnetic resonance 4D velocity mapping: comparison of visualization techniques
Ursula Reiter, Gert Reiter, Gabor Kovacs, Aurelien F Stalder, Mehmet A Gulsun, Andreas Greiser, Horst Olschewski, Michael Fuchsjäger, Ursula Reiter, Gert Reiter, Gabor Kovacs, Aurelien F Stalder, Mehmet A Gulsun, Andreas Greiser, Horst Olschewski, Michael Fuchsjäger
Abstract
Purpose: Three-dimensional (3D) magnetic resonance phase contrast imaging (PC-MRI) allows non-invasive diagnosis of pulmonary hypertension (PH) and estimation of elevated mean pulmonary arterial pressure (mPAP) based on vortical motion of blood in the main pulmonary artery. The purpose of the present study was to compare the presence and duration of PH-associated vortices derived from different flow visualization techniques with special respect to their performance for non-invasive assessment of elevated mPAP and diagnosis of PH.
Methods: Fifty patients with suspected PH (23 patients with and 27 without PH) were investigated by right heart catheterization and time-resolved PC-MRI of the main pulmonary artery. PC-MRI data were visualized with dedicated prototype software, providing 3D vector, multi-planar reformatted (MPR) 2D vector, streamline, and particle trace representation of flow patterns. Persistence of PH-associated vortical blood flow (tvortex) was evaluated with all visualization techniques. Dependencies of tvortex on visualization techniques were analyzed by means of correlation and receiver operating characteristic (ROC) curve analysis.
Results: tvortex values from 3D vector visualization correlated strongly with those from other visualization techniques (r = 0.98, 0.98 and 0.97 for MPR, streamline and particle trace visualization, respectively). Areas under ROC curves for diagnosis of PH based on tvortex did not differ significantly and were 0.998 for 3D vector, MPR vector and particle trace visualization and 0.999 for streamline visualization. Correlations between elevated mPAP and tvortex in patients with PH were r = 0.96, 0.93, 0.95 and 0.92 for 3D vector, MPR vector, streamline and particle trace visualization, respectively. Corresponding standard deviations from the linear regression lines ranged between 3 and 4 mmHg.
Conclusion: 3D vector, MPR vector, streamline as well as particle trace visualization of time-resolved 3D PC-MRI data of the main pulmonary artery can be employed for accurate vortex-based diagnosis of PH and estimation of elevated mPAP.
Conflict of interest statement
Competing Interests: GR, AFS, and AG are employed by Siemens Healthcare, MAG is employee of Siemens Medical Cooperate Research. This does not alter the authors’ adherence to all the PLOS ONE policies on sharing data and materials. All authors have declared that no competing interests exist.
Figures
References
- McLaughlin VV, Archer SL, Badesch DB, Barst RJ, Farber HW, et al. (2011) American College of Cardiology Foundation Task Force on Expert Consensus Documents; American Heart Association; American College of Chest Physicians; American Thoracic Society, Inc; Pulmonary Hypertension Association. ACCF/AHA 2009 expert consensus document on pulmonary hypertension a report of the American College of Cardiology Foundation Task Force on Expert Consensus Documents and the American Heart Association developed in collaboration with the American College of Chest Physicians; American Thoracic Society, Inc.; and the Pulmonary Hypertension Association. J Am Coll Cardiol 53(17): 1573–1619.
- Galiè N, Torbicki A, Barst R, Dartevelle P, Haworth S, et al. (2004) Guidelines on diagnosis and treatment of pulmonary arterial hypertension. The Task Force on Diagnosis and Treatment of Pulmonary Arterial Hypertension of the European Society of Cardiology. Eur Heart J 25: 2243–2278.
- Reiter G, Reiter U, Kovacs G, Kainz B, Schmidt K, et al. (2008) Magnetic resonance-derived 3-dimensional blood flow patterns in the main pulmonary artery as a marker of pulmonary hypertension and a measure of elevated mean pulmonary arterial pressure. Circ Cardiovasc Imaging 1(1): 23–30.
- Bradlow WM, Gibbs JS, Mohiaddin RH (2012) Cardiovascular magnetic resonance in pulmonary hypertension. J Cardiovasc Magn Reson 14: 6.
- Post FH, Vrolijk B, Hauser H, Laramee RS, Doleisch H. (2002) Feature Extraction and Visualization of Flow Fields. In Eurographics 2002 State-of-the-Art Reports; The Eurographics Association: 69–100.
- McLoughlin T, Laramee RS, Peikert R, Post FH, Chen M (2013) Over Two Decades of Integration-Based, Geometric Flow Visualization. Computer Graphics Forum 29(6): 1807–1829.
- Krishnan H, Garth C, Gühring J, Gülsün MA, Greiser A, et al. (2012) Analysis of time-dependent flow-sensitive PC-MRI data. IEEE Trans Vis Comput Graph 18(6): 966–977.
- Napel S, Lee DH, Frayne R, Rutt BK (1992) Visualizing three-dimensional flow with simulated streamlines and three-dimensional phase contrast MR imaging. J Magn Reson Imaging 2: 143–153.
- Mohiaddin RH, Yang GZ, Kilner PJ (1994) Visualization of flow by vector analysis of multidirectional cine magnetic resonance velocity mapping: technique and application. J Comput Assist Tomogr 18: 383–392.
- Buonocore MH (1998) Visualizing blood flow patterns using streamlines, arrows, and particle paths. Magn Reson Med 40: 210–226.
- Markl M, Frydrychowicz A, Kozerke S, Hope M, Wieben O (2012) 4D flow MRI. J Magn Reson Imaging 36(5): 1015–1036.
- Oertel H (2004) Dynamics of fluid flow. In: New York, NY: Springer Oertel H (editor). Prandtl’s Essentials of Fluid Mechanics 2nd, ed. 2004: 50.
- Wigström L, Ebbers T, Fyrenius A, Karlsson M, Engvall J, et al. (1999) Particle trace visualization of intracardiac flow using time-resolved 3D phase contrast MRI. Magn Reson Med 41(4): 793–9.
- Pelc NJ, Herfkens RJ, Shimakawa A, Enzmann DR (1991) Phase Contrast Cine Magnetic Resonance Imaging. Magn Reson Q. 7: 229–254.
- Reiter G, Reiter U, Kainz B, Greiser A, Bischof H, et al... (2007) MR vector field measurement and visualization of normal and pathological time-resolved three-dimensional cardiovascular blood flow patterns. J Cardiovasc Magn Reson 9: 237–238. Abstract.
- Gulsun MA, Jolly M-P, Guehring J, Guetter C, Littmann A, et al... (2012) A Novel 4D Flow Tool for Comprehensive Blood Flow Analysis. ISMRM 2012: 1176. Abstract.
- Bernstein MA, Zhou XJ, Polzin JA, King KF, Ganin A, et al. (1998) Concomitant gradient terms in phase contrast MR: analysis and correction. Magn Reson Med 39(2): 300–308.
- Markl M, Draney MT, Hope MD, Levin JM, Chan FP, et al. (2004) Time-resolved 3-dimensional velocity mapping in the thoracic aorta: visualization of 3-directional blood flow patterns in healthy volunteers and patients. J Comput Assist Tomogr 28(4): 459–468.
- Frydrychowicz A, Markl M, Hirtler D, Harloff A, Schlensak C, et al. (2011) Aortic hemodynamics in patients with and without repair of aortic coarctation: in vivo analysis by 4D flow-sensitive magnetic resonance imaging. Invest Radiol 46(5): 317–325.
- Bächler P, Pinochet N, Sotelo J, Crelier G, Irarrazaval P, et al. (2013) Assessment of normal flow patterns in the pulmonary circulation by using 4D magnetic resonance velocity mapping. Magn Reson Imaging 31(2): 178–188.
- Frydrychowicz A, Berger A, Munoz Del Rio A, Russe MF, Bock J, et al. (2012) Interdependencies of aortic arch secondary flow patterns, geometry, and age analysed by 4-dimensional phase contrast magnetic resonance imaging at 3 Tesla. Eur Radiol 22(5): 1122–1130.
- François CJ, Srinivasan S, Schiebler ML, Reeder SB, Niespodzany E, et al. (2012) 4D cardiovascular magnetic resonance velocity mapping of alterations of right heart flow patterns and main pulmonary artery hemodynamics in tetralogy of Fallot. J Cardiovasc Magn Reson 14: 16.
- Sundareswaran KS, Haggerty CM, de Zélicourt D, Dasi LP, Pekkan K, et al. (2012) Visualization of flow structures in Fontan patients using 3-dimensional phase contrast magnetic resonance imaging. J Thorac Cardiovasc Surg 143(5): 1108–1116.
- Ye X., Kao D., Pang A (2005) Strategy for seeding 3D streamlines. In: Proceedings of IEEE Visualization: 471–476.
- Hope MD, Hope TA, Meadows AK, Ordovas KG, Urbania TH, et al. (2010) Bicuspid aortic valve: four-dimensional MR evaluation of ascending aortic systolic flow patterns. Radiology 255(1): 53–61.
- Bogren HG, Buonocore MH (2010) Helical-shaped streamlines do not represent helical flow. Radiology 257(3): 895–896.
Source: PubMed