Hemodynamics-driven deposition of intraluminal thrombus in abdominal aortic aneurysms

被引:23
作者
Di Achille, P. [1 ]
Tellides, G. [2 ,3 ]
Humphrey, J. D. [1 ,3 ]
机构
[1] Yale Univ, Dept Biomed Engn, 55 Prospect St, New Haven, CT 06520 USA
[2] Yale Sch Med, Dept Surg, New Haven, CT USA
[3] Yale Sch Med, Vasc Biol & Therapeut Program, New Haven, CT USA
基金
美国国家科学基金会;
关键词
aneurysm; computational fluid dynamics; optimization; shear stress; thrombus; PATIENT-SPECIFIC MODELS; BLOOD-FLOW; COMPUTATIONAL MODEL; SHEAR RATE; OPTIMIZATION; FIBRIN; POLYMERIZATION; FRAMEWORK; MICROFLUIDICS; COAGULATION;
D O I
10.1002/cnm.2828
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Accumulating evidence suggests that intraluminal thrombus plays many roles in the natural history of abdominal aortic aneurysms. There is, therefore, a pressing need for computational models that can describe and predict the initiation and progression of thrombus in aneurysms. In this paper, we introduce a phenomenological metric for thrombus deposition potential and use hemodynamic simulations based on medical images from 6 patients to identify best-fit values of the 2 key model parameters. We then introduce a shape optimization method to predict the associated radial growth of the thrombus into the lumen based on the expectation that thrombus initiation will create a thrombogenic surface, which in turn will promote growth until increasing hemodynamically induced frictional forces prevent any further cell or protein deposition. Comparisons between predicted and actual intraluminal thrombus in the 6 patient-specific aneurysms suggest that this phenomenological description provides a good first estimate of thrombus deposition. We submit further that, because the biologically active region of the thrombus appears to be confined to a thin luminal layer, predictions of morphology alone may be sufficient to inform fluid-solid-growth models of aneurysmal growth and remodeling.
引用
收藏
页数:17
相关论文
共 55 条
[1]   ORTHOMADS: A DETERMINISTIC MADS INSTANCE WITH ORTHOGONAL DIRECTIONS [J].
Abramson, Mark A. ;
Audet, Charles ;
Dennis, J. E., Jr. ;
Le Digabel, Sebastien .
SIAM JOURNAL ON OPTIMIZATION, 2009, 20 (02) :948-966
[2]  
Alnaes M, 2015, ARCH NUMERICAL SOOFT, V3, DOI 10.11588/ans.2015.100.20553
[3]   An image-based modeling framework for patient-specific computational hemodynamics [J].
Antiga, Luca ;
Piccinelli, Marina ;
Botti, Lorenzo ;
Ene-Iordache, Bogdan ;
Remuzzi, Andrea ;
Steinman, David A. .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2008, 46 (11) :1097-1112
[4]   Characterizations and Correlations of Wall Shear Stress in Aneurysmal Flow [J].
Arzani, Amirhossein ;
Shadden, Shawn C. .
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2016, 138 (01)
[5]   A longitudinal comparison of hemodynamics and intraluminal thrombus deposition in abdominal aortic aneurysms [J].
Arzani, Amirhossein ;
Suh, Ga-Young ;
Dalman, Ronald L. ;
Shadden, Shawn C. .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2014, 307 (12) :H1786-H1795
[6]   Characterization of the transport topology in patient-specific abdominal aortic aneurysm models [J].
Arzani, Amirhossein ;
Shadden, Shawn C. .
PHYSICS OF FLUIDS, 2012, 24 (08)
[7]   A Relation Between Near-Wall Particle-Hemodynamics and Onset of Thrombus Formation in Abdominal Aortic Aneurysms [J].
Basciano, C. ;
Kleinstreuer, C. ;
Hyun, S. ;
Finol, E. A. .
ANNALS OF BIOMEDICAL ENGINEERING, 2011, 39 (07) :2010-2026
[8]   Patient-specific isogeometric fluid-structure interaction analysis of thoracic aortic blood flow due to implantation of the Jarvik 2000 left ventricular assist device [J].
Bazilevs, Y. ;
Gohean, J. R. ;
Hughes, T. J. R. ;
Moser, R. D. ;
Zhang, Y. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2009, 198 (45-46) :3534-3550
[9]   A rigorous framework for optimization of expensive functions by surrogates [J].
Booker A.J. ;
Dennis Jr. J.E. ;
Frank P.D. ;
Serafini D.B. ;
Torczon V. ;
Trosset M.W. .
Structural optimization, 1999, 17 (1) :1-13
[10]   STREAMLINE UPWIND PETROV-GALERKIN FORMULATIONS FOR CONVECTION DOMINATED FLOWS WITH PARTICULAR EMPHASIS ON THE INCOMPRESSIBLE NAVIER-STOKES EQUATIONS [J].
BROOKS, AN ;
HUGHES, TJR .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 1982, 32 (1-3) :199-259