Estimating passive mechanical properties in a myocardial infarction using MRI and finite element simulations

Biomechanics and Modeling in Mechanobiology

Volumn 14, Issue 3, 2015, Pages 633-647

  Mojsejenko, Dimitri ^a   McGarvey, Jeremy R ^b   Dorsey, Shauna M ^c   Gorman, Joseph H ^b   Burdick, Jason A ^c   Pilla, James J ^b,d   Gorman, Robert C ^b   Wenk, Jonathan F ^a,e  

^a UNIVERSITY OF KENTUCKY   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c UNIVERSITY OF PENNSYLVANIA   (United States)

^d UNIVERSITY OF PENNSYLVANIA   (United States)

^e UNIVERSITY OF KENTUCKY   (United States)

Author keywords

Finite element modeling; Left ventricular remodeling; MRI; Myocardial infarction; Optimization

Indexed keywords

CARDIOLOGY; COLLAGEN; DIAGNOSIS; FINITE ELEMENT METHOD; MAGNETIC RESONANCE IMAGING;

COLLAGEN FIBRES; ELEMENT MODELS; FINITE ELEMENT MODELING; FINITE ELEMENTS SIMULATION; FUNCTIONAL CHANGES; IN-VIVO; LEFT VENTRICLES; LEFT VENTRICULAR REMODELING; MYOCARDIAL INFARCTION; OPTIMISATIONS;

OPTIMIZATION;

ADULT; ANIMAL EXPERIMENT; ANIMAL MODEL; ANIMAL TISSUE; ARTICLE; CATHETERIZATION; COLLAGEN FIBER; CONTROLLED STUDY; EX VIVO STUDY; EXPERIMENTAL PIG; FINITE ELEMENT ANALYSIS; HEART INFARCTION; HEART MUSCLE; HEART VENTRICLE REMODELING; IN VIVO STUDY; MALE; METHODOLOGY; NONHUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PORCINE MODEL; PRIORITY JOURNAL; SIMULATION; ANIMAL; DISEASE MODEL; PATHOPHYSIOLOGY; PIG; PROCEDURES;

SUS;

ANIMALS; DISEASE MODELS, ANIMAL; FINITE ELEMENT ANALYSIS; MAGNETIC RESONANCE IMAGING; MALE; MYOCARDIAL INFARCTION; SWINE;

EID: 84929173032     PISSN: 16177959     EISSN: 16177940     Source Type: Journal    
DOI: 10.1007/s10237-014-0627-z     Document Type: Article

References (32)

1. Augenstein KF, Cowan BR, LeGrice IJ, Nielsen PM, Young AA (2005) Method and apparatus for soft tissue material parameter estimation using tissue tagged magnetic resonance imaging. J Biomech Eng 127:148–157
2. Augenstein KF, Cowan BR, LeGrice IJ, Young AA (2006) Estimation of cardiac hyperelastic material properties from MRI tissue tagging and diffusion tensor imaging. Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv 9:628–635
3. Deb K (2000) An efficient constraint handling method for genetic algorithms. Comput Method Appl M 186:311–338
4. Fomovsky GM, Rouillard AD, Holmes JW (2012) Regional mechanics determine collagen fiber structure in healing myocardial infarcts. J Mol Cell Cardiol 52:1083–1090
5. Go AS, Mozaffarian D, Roger VL et al (2014) Heart disease and stroke statistics-2014 update: a report from the American heart association. Circulation 129:e28–e292
6. Guccione JM, McCulloch AD, Waldman LK (1991) Passive material properties of intact ventricular myocardium determined from a cylindrical model. J Biomech Eng 113:42–55
7. Gupta KB, Ratcliffe MB, Fallert MA, Edmunds LH Jr, Bogen DK (1994) Changes in passive mechanical stiffness of myocardial tissue with aneurysm formation. Circulation 89:2315–2326
8. Holmes JW, Nunez JA, Covell JW (1997) Functional implications of myocardial scar structure. Am J Physiol 272:H2123–H2130
9. Holmes JW, Borg TK, Covell JW (2005) Structure and mechanics of healing myocardial infarcts. Annu Rev Biomed Eng 7:223–253
10. Hooks DA, Trew ML, Caldwell BJ, Sands GB, LeGrice IJ, Smaill BH (2007) Laminar arrangement of ventricular myocytes influences electrical behavior of the heart. Circ Res 101:e103–e112
11. Holzapfel GA, Ogden RW (2009) Constitutive modelling of passive myocardium: a structurally based framework for material characterization. Philos Trans A Math Phys Eng Sci 367:3445–3475
12. Jackson BM, Gorman JH, Moainie SL et al (2002) Extension of borderzone myocardium in postinfarction dilated cardiomyopathy. J Am Coll Cardiol 40:1160–1167
13. Kichula ET, Wang H, Dorsey SM et al (2014) Experimental and computational investigation of altered mechanical properties in myocardium after hydrogel injection. Ann Biomed Eng 42(7):1546–1556
14. Krishnamurthy A, Villongco CT, Chuang J et al (2013) Patient-specific models of cardiac biomechanics. J Comput Phys 244:4–21
15. Kroon W, Delhaas T, Bovendeerd P, Arts T (2009) Computational analysis of the myocardial structure: adaptation of cardiac myofiber orientations through deformation. Med Image Anal 13:346–353
16. Lee WN, Pernot M, Couade M et al (2012) Mapping myocardial fiber orientation using echocardiography-based shear wave imaging. IEEE Trans Med Imaging 31:554–562
17. Morita M, Eckert CE, Matsuzaki K et al (2011) Modification of infarct material properties limits adverse ventricular remodeling. Ann Thorac Surg 92:617–624
18. Moulton MJ, Creswell LL, Downing SW, Actis RL, Szabo BA, Pasque MK (1996) Myocardial material property determination in the in vivo heart using magnetic resonance imaging. Int J Card Imaging 12:153–167
19. Nair AU, Taggart DG, Vetter FJ (2007) Optimizing cardiac material parameters with a genetic algorithm. J Biomech 40:1646–1650
20. Okamoto RJ, Moulton MJ, Peterson SJ, Li D, Pasque MK, Guccione JM (2000) Epicardial suction: a new approach to mechanical testing of the passive ventricular wall. J Biomech Eng 122:479–487
21. Rouillard AD, Holmes JW (2012) Mechanical regulation of fibroblast migration and collagen remodelling in healing myocardial infarcts. J Physiol 590:4585–4602
22. Stander N, Roux W, Eggleston T, Craig K (2012) Ls-opt user’s manual version 4.2. In Edition
23. Sun K, Stander N, Jhun C-S et al (2009) A computationally efficient formal optimization of regional myocardial contractility in a sheep with left ventricular aneurysm. J Biomech Eng 131:111001
24. Walker JC, Ratcliffe MB, Zhang P et al (2005) MRI-based finite-element analysis of left ventricular aneurysm. Am J Physiol Heart Circ Physiol 289:H692–H700
25. Wang VY, Lam HI, Ennis DB, Cowan BR, Young AA, Nash MP (2009) Modelling passive diastolic mechanics with quantitative MRI of cardiac structure and function. Med Image Anal 13:773–784
26. Wenk JF, Papadopoulos P, Zohdi TI (2010a) Numerical modeling of stress in stenotic arteries with microcalcifications: a micromechanical approximation. J Biomech Eng 132:091011
27. Wenk JF, Zhang Z, Cheng G et al (2010b) First finite element model of the left ventricle with mitral valve: insights into ischemic mitral regurgitation. Ann Thorac Surg 89:1546–1553
28. Wenk JF, Sun K, Zhang Z et al (2011) Regional left ventricular myocardial contractility and stress in a finite element model of posterobasal myocardial infarction. J Biomech Eng 133:044501
29. Wu Y, Chan CW, Nicholls JM, Liao S, Tse HF, Wu EX (2009) Mr study of the effect of infarct size and location on left ventricular functional and microstructural alterations in porcine models. J Magn Reson Imaging 29:305–312
30. Xi J, Lamata P, Niederer S et al (2013) The estimation of patient-specific cardiac diastolic functions from clinical measurements. Med Image Anal 17:133–146
31. Xu C, Pilla JJ, Isaac G et al (2010) Deformation analysis of 3D tagged cardiac images using an optical flow method. J Cardiovasc Magn Reson 12:19
32. Zhang S, Crow JA, Yang X et al (2010) The correlation of 3D DT-MRI fiber disruption with structural and mechanical degeneration in porcine myocardium. Ann Biomed Eng 38:3084–3095