A comprehensive pipeline for multi-resolution modeling of the mitral valve: Validation, computational efficiency, and predictive capability

被引:32
作者
Drach, Andrew [1 ]
Khalighi, Amir H. [1 ]
Sacks, Michael S. [1 ]
机构
[1] Univ Texas Austin, Inst Computat Engn & Sci, Dept Biomed Engn, Ctr Cardiovasc Simulat, Austin, TX 78712 USA
基金
美国国家卫生研究院;
关键词
finite elements; mitral valve; multi-resolution models; simulation; FINITE-ELEMENT-ANALYSIS; EMERGING TRENDS; CONSTITUTIVE MODEL; REPAIR; REGURGITATION; ANNULOPLASTY; GEOMETRY; DEFORMATION; SIMULATION; DISEASE;
D O I
10.1002/cnm.2921
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Multiple studies have demonstrated that the pathological geometries unique to each patient can affect the durability of mitral valve (MV) repairs. While computational modeling of the MV is a promising approach to improve the surgical outcomes, the complex MV geometry precludes use of simplified models. Moreover, the lack of complete in vivo geometric information presents significant challenges in the development of patient-specific computational models. There is thus a need to determine the level of detail necessary for predictive MV models. To address this issue, we have developed a novel pipeline for building attribute-rich computational models of MV with varying fidelity directly from the in vitro imaging data. The approach combines high-resolution geometric information from loaded and unloaded states to achieve a high level of anatomic detail, followed by mapping and parametric embedding of tissue attributes to build a high-resolution, attribute-rich computational models. Subsequent lower resolution models were then developed and evaluated by comparing the displacements and surface strains to those extracted from the imaging data. We then identified the critical levels of fidelity for building predictive MV models in the dilated and repaired states. We demonstrated that a model with a feature size of about 5 mm and mesh size of about 1 mm was sufficient to predict the overall MV shape, stress, and strain distributions with high accuracy. However, we also noted that more detailed models were found to be needed to simulate microstructural events. We conclude that the developed pipeline enables sufficiently complex models for biomechanical simulations of MV in normal, dilated, repaired states.
引用
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页数:30
相关论文
共 58 条
[1]   Mitral-Valve Repair versus Replacement for Severe Ischemic Mitral Regurgitation [J].
Acker, Michael A. ;
Parides, Michael K. ;
Perrault, Louis P. ;
Moskowitz, Alan J. ;
Gelijns, Annetine C. ;
Voisine, Pierre ;
Smith, Peter K. ;
Hung, Judy W. ;
Blackstone, Eugene H. ;
Puskas, John D. ;
Argenziano, Michael ;
Gammie, James S. ;
Mack, Michael ;
Ascheim, Deborah D. ;
Bagiella, Emilia ;
Moquete, Ellen G. ;
Ferguson, T. Bruce ;
Horvath, Keith A. ;
Geller, Nancy L. ;
Miller, Marissa A. ;
Woo, Y. Joseph ;
D'Alessandro, David A. ;
Ailawadi, Gorav ;
Dagenais, Francois ;
Gardner, Timothy J. ;
O'Gara, Patrick T. ;
Michler, Robert E. ;
Kron, Irving L. .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 370 (01) :23-32
[2]  
Arganda-Carreras I, 2006, LECT NOTES COMPUT SC, V4241, P85
[3]   Heart Valve Biomechanics and Underlying Mechanobiology [J].
Ayoub, Salma ;
Ferrari, Giovanni ;
Gorman, Robert C. ;
Gorman, Joseph H., III ;
Schoen, Frederick J. ;
Sacks, Michael S. .
COMPREHENSIVE PHYSIOLOGY, 2016, 6 (04) :1743-1780
[4]  
Barr A. H., 1981, IEEE Computer Graphics and Applications, V1, P11, DOI 10.1109/MCG.1981.1673799
[5]   Ex Vivo Methods for Informing Computational Models of the Mitral Valve [J].
Bloodworth, Charles H. ;
Pierce, Eric L. ;
Easley, Thomas F. ;
Drach, Andrew ;
Khalighi, Amir H. ;
Toma, Milan ;
Jensen, Morten O. ;
Sacks, Michael S. ;
Yoganathan, Ajit P. .
ANNALS OF BIOMEDICAL ENGINEERING, 2017, 45 (02) :496-507
[6]   Sizing for Mitral Annuloplasty: Where Does Science Stop and Voodoo Begin? [J].
Bothe, Wolfgang ;
Miller, D. Craig ;
Doenst, Torsten .
ANNALS OF THORACIC SURGERY, 2013, 95 (04) :1475-1483
[7]   Preoperative Three-Dimensional Valve Analysis Predicts Recurrent Ischemic Mitral Regurgitation After Mitral Annuloplasty [J].
Bouma, Wobbe ;
Lai, Eric K. ;
Levack, Melissa M. ;
Shang, Eric K. ;
Pouch, Alison M. ;
Eperjesi, Thomas J. ;
Plappert, Theodore J. ;
Yushkevich, Paul A. ;
Mariani, Massimo A. ;
Khabbaz, Kamal R. ;
Gleason, Thomas G. ;
Mahmood, Feroze ;
Acker, Michael A. ;
Woo, Y. Joseph ;
Cheung, Albert T. ;
Jackson, Benjamin M. ;
Gorman, Joseph H., III ;
Gorman, Robert C. .
ANNALS OF THORACIC SURGERY, 2016, 101 (02) :567-575
[8]   Saddle-Shaped Annuloplasty Improves Leaflet Coaptation in Repair for Ischemic Mitral Regurgitation [J].
Bouma, Wobbe ;
Aoki, Chikashi ;
Vergnat, Mathieu ;
Pouch, Alison M. ;
Sprinkle, Shanna R. ;
Gillespie, Matthew J. ;
Mariani, Massimo A. ;
Jackson, Benjamin M. ;
Gorman, Robert C. ;
Gorman, Joseph H., III .
ANNALS OF THORACIC SURGERY, 2015, 100 (04) :1360-1366
[9]  
Braunberger E, 2001, CIRCULATION, V104, pI8
[10]  
Chandran Krishnan B, 2010, Cardiovasc Eng Technol, V1, P18