Simulation of the Perfusion of Contrast Agent Used in Cardiac Magnetic Resonance: A Step Toward Non-invasive Cardiac Perfusion Quantification
被引:6
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作者:
Alves, Joao R.
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Univ Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, BrazilUniv Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, Brazil
Alves, Joao R.
[1
]
de Queiroz, Rafael A. B.
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机构:
Univ Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, BrazilUniv Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, Brazil
de Queiroz, Rafael A. B.
[1
]
Baer, Markus
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机构:
Phys Tech Bundesanstalt, Dept Math Modeling & Data Anal, Berlin, GermanyUniv Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, Brazil
Baer, Markus
[2
]
dos Santos, Rodrigo W.
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Univ Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, BrazilUniv Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, Brazil
dos Santos, Rodrigo W.
[1
]
机构:
[1] Univ Fed Juiz de Fora, Grad Program Computat Modeling, Juiz De Fora, Brazil
[2] Phys Tech Bundesanstalt, Dept Math Modeling & Data Anal, Berlin, Germany
This work presents a new mathematical model to describe cardiac perfusion in the myocardium as acquired by cardiac magnetic resonance (CMR) perfusion exams. The combination of first pass (or contrast-enhanced CMR) and late enhancement CMR is a widely used non-invasive exam that can identify abnormal perfused regions of the heart via the use of a contrast agent (CA). The exam provides important information to the diagnosis, management, and prognosis of ischemia and infarct: perfusion on different regions, the status of microvascular structures, the presence of fibrosis, and the relative volume of extracellular space. This information is obtained by inferring the spatiotemporal dynamics of the contrast in the myocardial tissue from the acquired images. The evaluation of these physiological parameters plays an important role in the assessment of myocardial viability. However, the nature of cardiac physiology poses great challenges in the estimation of these parameters. Briefly, these are currently estimated qualitatively via visual inspection of images and comparison of relative brightness between different regions of the heart. Therefore, there is a great urge for techniques that can help to quantify cardiac perfusion. In this work, we propose a new mathematical model based on multidomain flow in porous media. The model is based on a system of partial differential equations. Darcy's law is used to obtain the pressure and velocity distribution. CA dynamics is described by reaction-diffusion-advection equations in the intravascular space and in the interstitial space. The interaction of fibrosis and the CA is also considered. The new model treats the domains as anisotropic media and imposes a closed loop of intravascular flow, which is necessary to reproduce the recirculation of the CA. The model parameters were adjusted to reproduce clinical data. In addition, the model was used to simulate different scenarios: normal perfusion; endocardial ischemia due to stenosis in a coronary artery in the epicardium; and myocardial infarct. Therefore, the computational model was able to correlate anatomical features, stenosis and the presence of fibrosis, with functional ones, cardiac perfusion. Altogether, the results suggest that the model can support the process of non-invasive cardiac perfusion quantification.
机构:
Univ Laval, Res Ctr, Populat Hlth & Optimal Hlth Practises Res Unit Tr, CHU Quebec, 1401,18e Rue, Quebec City, PQ, Canada
Univ Laval, Dept Anesthesiol & Crit Care Med, Div Crit Care Med, Quebec City, PQ, CanadaUniv Laval, Res Ctr, Populat Hlth & Optimal Hlth Practises Res Unit Tr, CHU Quebec, 1401,18e Rue, Quebec City, PQ, Canada
Francoeur, Charles L.
Lee, James
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Hosp Univ Penn, Div Neurocrit Care, 3400 Spruce St, Philadelphia, PA 19104 USAUniv Laval, Res Ctr, Populat Hlth & Optimal Hlth Practises Res Unit Tr, CHU Quebec, 1401,18e Rue, Quebec City, PQ, Canada
Lee, James
Dangayach, Neha
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机构:
Mt Sinai Hosp, Dept Neurol, 1468 Madison Ave, New York, NY 10029 USA
Mt Sinai Hosp, Dept Neurosurg, 1468 Madison Ave, New York, NY 10029 USAUniv Laval, Res Ctr, Populat Hlth & Optimal Hlth Practises Res Unit Tr, CHU Quebec, 1401,18e Rue, Quebec City, PQ, Canada
Dangayach, Neha
Gidwani, Umesh
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机构:
Mt Sinai Hosp, Cardiol Pulm Crit Care & Sleep Med, 1468 Madison Ave, New York, NY 10029 USA
Mt Sinai Hosp, Cardiac Crit Care Zena & Michael A Wiener Cardiov, 1468 Madison Ave, New York, NY 10029 USA
Mt Sinai Hosp, Cardiac ICU & Cardiac Stepdown Unit, 1468 Madison Ave, New York, NY 10029 USAUniv Laval, Res Ctr, Populat Hlth & Optimal Hlth Practises Res Unit Tr, CHU Quebec, 1401,18e Rue, Quebec City, PQ, Canada
Gidwani, Umesh
Mayer, Stephan A.
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机构:
Henry Ford Hlth Syst, Dept Neurol, 2799 W Grand Blvd,Clara Ford Pavill, Detroit, MI 48202 USA
Wayne State Univ, Sch Med, Neurol, Detroit, MI USAUniv Laval, Res Ctr, Populat Hlth & Optimal Hlth Practises Res Unit Tr, CHU Quebec, 1401,18e Rue, Quebec City, PQ, Canada
机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USA
CNIC, Madrid, Spain
Hosp Clin Barcelona, Dept Cardiol, Thorax Inst, Barcelona, SpainMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Garcia-Alvarez, Ana
Fernandez-Friera, Leticia
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机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USAMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Fernandez-Friera, Leticia
Mirelis, Jesus G.
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机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USA
CNIC, Madrid, SpainMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mirelis, Jesus G.
Sawit, Simonette
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机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USAMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Sawit, Simonette
Nair, Ajith
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机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USAMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Nair, Ajith
Kallman, Jill
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机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USAMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Kallman, Jill
Fuster, Valentin
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机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USA
CNIC, Madrid, SpainMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Fuster, Valentin
Sanz, Javier
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机构:
Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
Mt Sinai Sch Med, Marie Josee & Henry R Kravis Ctr Cardiovasc Hlth, New York, NY USAMt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Frederik Trinkmann
Manuel Berger
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机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Manuel Berger
Christina Doesch
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机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Christina Doesch
Theano Papavassiliu
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机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Theano Papavassiliu
Stefan O. Schoenberg
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机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Stefan O. Schoenberg
Martin Borggrefe
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机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Martin Borggrefe
Jens J. Kaden
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机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Jens J. Kaden
Joachim Saur
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机构:Heidelberg University,1st Department of Medicine (Cardiology, Angiology, Pneumology, Intensive Care), University Medical Center Mannheim, Medical Faculty Mannheim
Joachim Saur
Journal of Clinical Monitoring and Computing,
2016,
30
: 399
-
408
机构:
Heidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Trinkmann, Frederik
Berger, Manuel
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机构:
Heidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Berger, Manuel
Doesch, Christina
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Heidelberg Univ, Univ Med Ctr Mannheim, Med Fac Mannheim, DZHK German Ctr Cardiovasc Res Partner Site, Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Doesch, Christina
Papavassiliu, Theano
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Heidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Heidelberg Univ, Univ Med Ctr Mannheim, Med Fac Mannheim, DZHK German Ctr Cardiovasc Res Partner Site, Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Papavassiliu, Theano
Schoenberg, Stefan O.
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机构:
Heidelberg Univ, Univ Med Ctr Mannheim, Inst Clin Radiol & Nucl Med, Med Fac Mannheim, Mannheim, Germany
Heidelberg Univ, Univ Med Ctr Mannheim, Med Fac Mannheim, DZHK German Ctr Cardiovasc Res Partner Site, Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Schoenberg, Stefan O.
Borggrefe, Martin
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机构:
Heidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Heidelberg Univ, Univ Med Ctr Mannheim, Med Fac Mannheim, DZHK German Ctr Cardiovasc Res Partner Site, Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Borggrefe, Martin
Kaden, Jens J.
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Heidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Kaden, Jens J.
Saur, Joachim
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机构:
Heidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Univ Med Ctr Mannheim, Dept Med Cardiol Angiol Pneumol Intens Care 1, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
机构:
Univ Virginia Hlth Syst, Cardiovasc Imaging Ctr, Charlottesville, VA 22908 USA
Univ Virginia Hlth Syst, Dept Med, Charlottesville, VA 22908 USAUniv Virginia Hlth Syst, Dept Radiol, Charlottesville, VA 22908 USA
Patel, Amit R.
Epstein, Frederick H.
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机构:
Univ Virginia Hlth Syst, Dept Radiol, Charlottesville, VA 22908 USA
Univ Virginia Hlth Syst, Cardiovasc Imaging Ctr, Charlottesville, VA 22908 USAUniv Virginia Hlth Syst, Dept Radiol, Charlottesville, VA 22908 USA
Epstein, Frederick H.
Kramer, Christopher M.
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机构:
Univ Virginia Hlth Syst, Dept Radiol, Charlottesville, VA 22908 USA
Univ Virginia Hlth Syst, Cardiovasc Imaging Ctr, Charlottesville, VA 22908 USA
Univ Virginia Hlth Syst, Dept Med, Charlottesville, VA 22908 USAUniv Virginia Hlth Syst, Dept Radiol, Charlottesville, VA 22908 USA