A Numerical Model for Simulation of Blood Flow in Vascular Networks
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33093
A Numerical Model for Simulation of Blood Flow in Vascular Networks

Authors: Houman Tamaddon, Mehrdad Behnia, Masud Behnia

Abstract:

An accurate study of blood flow is associated with an accurate vascular pattern and geometrical properties of the organ of interest. Due to the complexity of vascular networks and poor accessibility in vivo, it is challenging to reconstruct the entire vasculature of any organ experimentally. The objective of this study is to introduce an innovative approach for the reconstruction of a full vascular tree from available morphometric data. Our method consists of implementing morphometric data on those parts of the vascular tree that are smaller than the resolution of medical imaging methods. This technique reconstructs the entire arterial tree down to the capillaries. Vessels greater than 2 mm are obtained from direct volume and surface analysis using contrast enhanced computed tomography (CT). Vessels smaller than 2mm are reconstructed from available morphometric and distensibility data and rearranged by applying Murray’s Laws. Implementation of morphometric data to reconstruct the branching pattern and applying Murray’s Laws to every vessel bifurcation simultaneously, lead to an accurate vascular tree reconstruction. The reconstruction algorithm generates full arterial tree topography down to the first capillary bifurcation. Geometry of each order of the vascular tree is generated separately to minimize the construction and simulation time. The node-to-node connectivity along with the diameter and length of every vessel segment is established and order numbers, according to the diameter-defined Strahler system, are assigned. During the simulation, we used the averaged flow rate for each order to predict the pressure drop and once the pressure drop is predicted, the flow rate is corrected to match the computed pressure drop for each vessel. The final results for 3 cardiac cycles is presented and compared to the clinical data.

Keywords: Blood flow, Morphometric data, Vascular tree, Strahler ordering system.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1093197

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2101

References:


[1] Huang, W., R.T. Yen, M. McLaurine, and G. Bledsoe, Morphometry of the human pulmonary vasculature. Journal of Applied Physiology, 1996. 81(5): p. 2123-2133.
[2] Singhal, S., R. Henderson, K. Horsfield, K. Harding, and G. Cumming, Morphometry of the Human Pulmonary Arterial Tree. Circulation Research, 1973. 33(2): p. 190-197.
[3] Horsfield, K., Morphometry of the small pulmonary arteries in man. Circulation Research, 1978. 42(5): p. 593-7.
[4] Huang, W., Y. Tian, J. Gao, and R.T. Yen, Comparison of Theory and Experiment in Pulsatile Flow in Cat Lung. Annals of Biomedical Engineering, 1998. 26(5): p. 812-820.
[5] Zhuang, F.Y., Y.C. Fung, and R.T. Yen, Analysis of blood flow in cat's lung with detailed anatomical and elasticity data. Journal of Applied Physiology, 1983. 55(4): p. 1341-1348.
[6] Kassab, G.S., C.A. Rider, N.J. Tang, and Y.C. Fung, Morphometry of pig coronary arterial trees. American Journal of Physiology - Heart and Circulatory Physiology, 1993. 265(1): p. H350-H365.
[7] Gan, R.Z. and R.T. Yen, Vascular impedance analysis in dog lung with detailed morphometric and elasticity data. Journal of Applied Physiology, 1994. 77(2): p. 706-717.
[8] Kassab, G., J. Berkley, and Y.-C. Fung, Analysis of pig’s coronary arterial blood flow with detailed anatomical data. Annals of Biomedical Engineering, 1997. 25(1): p. 204-217.
[9] Spilker, R., J. Feinstein, D. Parker, V.M. Reddy, and C. Taylor, Morphometry-Based Impedance Boundary Conditions for Patient-Specific Modeling of Blood Flow in Pulmonary Arteries. Annals of Biomedical Engineering, 2007. 35(4): p. 546-559.
[10] Laganà, K., R. Balossino, F. Migliavacca, G. Pennati, E.L. Bove, M.R. de Leval, and G. Dubini, Multiscalemodeling of the cardiovascular system: application to the study of pulmonary and coronary perfusions in the univentricular circulation. Journal of Biomechanics, 2005. 38(5): p. 1129-1141.
[11] Burrowes, K.S., P.J. Hunter, and M.H. Tawhai, Anatomically based finite element models of the human pulmonary arterial and venous trees including supernumerary vessels. Journal of Applied Physiology, 2005. 99(2): p. 731-738.
[12] Glenny, R.W. and H.T. Robertson, A computer simulation of pulmonary perfusion in three dimensions. Journal of Applied Physiology, 1995. 79(1): p. 357-369.
[13] Krenz, G.S., J.H. Linehan, and C.A. Dawson, A fractal continuum model of the pulmonary arterial tree. Journal of Applied Physiology, 1992. 72(6): p. 2225-2237.
[14] Steele, B.N., M.S. Olufsen, and C.A. Taylor, Fractal network model for simulating abdominal and lower extremity blood flow during resting and exercise conditions. Computer Methods in Biomechanics and Biomedical Engineering, 2007. 10(1): p. 39-51.
[15] Murray, C.D., The physiological principle of minimum work applied to the angle of branching of arteries. The Journal of General Physiology, 1926. 9(6): p. 835-841.
[16] Yen, R., Y. Fung, and N. Bingham, Elasticity of small pulmonary arteries in the cat. Journal of biomechanical engineering, 1980. 102(2): p. 170.
[17] al-Tinawi, A., J.A. Madden, C.A. Dawson, J.H. Linehan, D.R. Harder, and D.A. Rickaby, Daistensibility of small arteries of the dog lung. Journal of Applied Physiology, 1991. 71(5): p. 1714-1722.
[18] Hillier, S.C., P.S. Godbey, C.C. Hanger, J.A. Graham, R.G. Presson, O. Okada, J.H. Linehan, C.A. Dawson, and W.W. Wagner, Direct measurement of pulmnarymicrovasculardistensibility. Journal of Applied Physiology, 1993. 75(5): p. 2106-2111.
[19] Yen, R.T. and S.S. Sobin, Elasticity of arterioles and venules in postmortem human lungs. Journal of Applied Physiology, 1988. 64(2): p. 611-619.
[20] Zhou, Y., G.S. Kassab, and S. Molloi, On the design of the coronary arterial tree: a generalization of Murray's law. Physics in medicine and biology, 1999. 44(12): p. 2929.
[21] Kovacs, G., A. Berghold, S. Scheidl, and H. Olschewski, Pulmonary arterial pressure during rest and exercise in healthy subjects: a systematic review. European Respiratory Journal, 2009. 34(4): p. 888-894.