Robust cerebrovascular blood velocity and flow rate estimation from 4D-CTA

被引:16
作者
Bouillot, Pierre [1 ,2 ]
Brina, Olivier [1 ,3 ]
Chnafa, Christophe [4 ]
Cancelliere, Nicole M. [3 ]
Vargas, Maria, I [1 ]
Radovanovic, Ivan [5 ]
Krings, Timo [3 ]
Steinman, David A. [4 ]
Pereira, Vitor M. [1 ,3 ,5 ]
机构
[1] Geneva Univ Hosp, Dept Neuroradiol, Geneva, Switzerland
[2] Univ Geneva, Dept Quantum Matter Phys, Geneva, Switzerland
[3] Univ Hlth Network, Toronto Western Hosp, Dept Med Imaging, Div Neuroradiol, Toronto, ON, Canada
[4] Univ Toronto, Dept Mech & Ind Engn, Biomed Simulat Lab, Toronto, ON, Canada
[5] Univ Hlth Network, Toronto Western Hosp, Dept Surg, Div Neurosurg, Toronto, ON, Canada
基金
瑞士国家科学基金会;
关键词
blood flow; cerebrovascular disease; CT angiogaphy; PHASE-CONTRAST MRI; ANGIOGRAPHY; CT; 3D; PATIENT; MODEL; QUANTIFICATION;
D O I
10.1002/mp.13454
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose Blood velocity and flow rate information may be helpful for a wide variety of applications, but it often requires separate acquisitions. The dynamic information combined with the high spatial resolution of four-dimensional computed tomography angiography (4D-CTA) offers the possibility to quantify blood flow simultaneous to vascular anatomy. Methods A 4D-CTA clinical protocol with a novel dedicated postprocessing were validated in vitro in a patient-specific model, and tested in a pilot study of six patients. Blood flow was assessed in both internal carotid (ICAs) and vertebral (VAs) arteries by analyzing spatial displacement of contrast agent in the form of time-intensity curves (TICs). Unlike previous approaches, it does not require any a priori assumptions about TIC shape, but rather computes mean velocity and flow rates from the spatial displacement of the TICs along the automatically segmented vessels. Results In vitro experiments showed good agreement between 4D-CTA and flowmeter measurements under steady and pulsatile flow conditions. In vivo measurements exhibited large interpatient variability of the TIC shapes, from which blood flow rates could nevertheless be successfully measured in all patients and investigated vessels. On average, measured flow rates were 3.2 +/- 0.7 ml/s (in ICAs) and 1.3 +/- 0.8 ml/s (in VAs) consistent with previous reference standards. Contrary to our novel approach, which considered the full TIC shape, application of previous time-to-peak analyses based on idealized TIC shapes showed limited reliability. Conclusions We demonstrate the high potential of 4D-CTA for assessing blood velocity and flow rate in addition to anatomical evaluation. The wide variety of TIC shapes encountered in vivo highlights the importance of an adaptive TIC analysis as proposed in the present work.
引用
收藏
页码:2126 / 2136
页数:11
相关论文
共 33 条
  • [1] Intracranial 4D Flow MRI: Toward Individualized Assessment of Arteriovenous Malformation Hemodynamics and Treatment-Induced Changes
    Ansari, S. A.
    Schnell, S.
    Carroll, T.
    Vakil, P.
    Hurley, M. C.
    Wu, C.
    Carr, J.
    Bendok, B. R.
    Batjer, H.
    Markl, M.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2013, 34 (10) : 1922 - 1928
  • [2] An image-based modeling framework for patient-specific computational hemodynamics
    Antiga, Luca
    Piccinelli, Marina
    Botti, Lorenzo
    Ene-Iordache, Bogdan
    Remuzzi, Andrea
    Steinman, David A.
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2008, 46 (11) : 1097 - 1112
  • [3] Effects of Hypoperfusion in Alzheimer's Disease
    Austin, Benjamin P.
    Nair, Veena A.
    Meier, Timothy B.
    Xu, Guofan
    Rowley, Howard A.
    Carlsson, Cynthia M.
    Johnson, Sterling C.
    Prabhakaran, Vivek
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2011, 26 : 123 - 133
  • [4] Blood Velocity Calculated From Volumetric Dynamic Computed Tomography Angiography
    Barfett, Joe J.
    Fierstra, Jorn
    Mikulis, David J.
    Krings, Timo
    [J]. INVESTIGATIVE RADIOLOGY, 2010, 45 (12) : 778 - 781
  • [5] Intravascular Functional Maps of Common Neurovascular Lesions Derived From Volumetric 4D CT Data
    Barfett, Joe J.
    Fierstra, Jorn
    Willems, Peter W. A.
    Mikulis, David J.
    Krings, Timo
    [J]. INVESTIGATIVE RADIOLOGY, 2010, 45 (07) : 370 - 377
  • [6] Intra-vascular blood velocity and volumetric flow rate calculated from dynamic 4D CT angiography using a time of flight technique
    Barfett, Joseph John
    Velauthapillai, Nivethan
    Fierstra, Jorn
    Crawley, Adrian
    Coolens, Catherine
    Crean, Andrew
    Jaskolka, Jeff
    Dufort, Paul
    Krings, Timo
    Mikulis, David
    [J]. INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING, 2014, 30 (07) : 1383 - 1392
  • [7] Multi-time-lag PIV analysis of steady and pulsatile flows in a sidewall aneurysm
    Bouillot, P.
    Brina, O.
    Ouared, R.
    Lovblad, K. O.
    Pereira, V. Mendes
    Farhat, M.
    [J]. EXPERIMENTS IN FLUIDS, 2014, 55 (06)
  • [8] 3D phase contrast MRI: Partial volume correction for robust blood flow quantification in small intracranial vessels
    Bouillot, Pierre
    Delattre, Benedicte M. A.
    Brina, Olivier
    Ouared, Rafik
    Farhat, Mohamed
    Chnafa, Christophe
    Steinman, David A.
    Lovblad, Karl-Olof
    Pereira, Vitor M.
    Vargas, Maria I.
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2018, 79 (01) : 129 - 140
  • [9] Particle Imaging Velocimetry Evaluation of Intracranial Stents in Sidewall Aneurysm: Hemodynamic Transition Related to the Stent Design
    Bouillot, Pierre
    Brina, Olivier
    Ouared, Rafik
    Lovblad, Karl-Olof
    Farhat, Mohamed
    Pereira, Vitor Mendes
    [J]. PLOS ONE, 2014, 9 (12):
  • [10] Flow-area relationship in internal carotid and vertebral arteries
    Cebral, J. R.
    Castro, M. A.
    Putman, C. M.
    Alperin, N.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2008, 29 (05) : 585 - 594