An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning

Medical Image Analysis

Volumn 16, Issue 7, 2012, Pages 1330-1346

  Mansi, Tommaso ^a   Voigt, Ingmar ^a,b   Georgescu, Bogdan ^a   Zheng, Xudong ^a   Mengue, Etienne Assoumou ^a   Hackl, Michael ^b   Ionasec, Razvan I ^a   Noack, Thilo ^c   Seeburger, Joerg ^c   Comaniciu, Dorin ^a  

^a SIEMENS CORPORATE RESEARCH   (United States)

^b UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

^c UNIVERSITY OF LEIPZIG HEART CENTER   (Germany)

Author keywords

Finite element biomechanical models; Machine learning; Mitral valve apparatus; Mitral valve therapy planning; Patient specific anatomy

Indexed keywords

BIOMECHANICAL MODEL; MACHINE-LEARNING; MITRAL VALVES; PATIENT-SPECIFIC ANATOMY; THERAPY PLANNING;

BIOMECHANICS; BOUNDARY CONDITIONS; COMPUTER SIMULATION; DISEASE CONTROL; FINITE ELEMENT METHOD; INTEGRATION; LEARNING SYSTEMS; TISSUE;

PATIENT TREATMENT;

ARTICLE; BIOMECHANICS; CARDIAC IMAGING; CLINICAL ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; FINITE ELEMENT ANALYSIS; HUMAN; MACHINE LEARNING; MITRAL VALVE DISEASE; MITRAL VALVE REPAIR; PHYSIOLOGY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; SENSITIVITY ANALYSIS; SIMULATION; SURGICAL ANATOMY; TREATMENT PLANNING; VALIDATION PROCESS;

CARDIAC CATHETERS; COMPUTER SIMULATION; EQUIPMENT FAILURE ANALYSIS; FINITE ELEMENT ANALYSIS; HUMANS; MITRAL VALVE; MITRAL VALVE ANNULOPLASTY; MITRAL VALVE INSUFFICIENCY; MODELS, CARDIOVASCULAR; PROSTHESIS DESIGN; PROSTHESIS FITTING; SURGERY, COMPUTER-ASSISTED; SURGICAL INSTRUMENTS; SYSTEMS INTEGRATION; TREATMENT OUTCOME;

EID: 84866466944     PISSN: 13618415     EISSN: 13618423     Source Type: Journal    
DOI: 10.1016/j.media.2012.05.009     Document Type: Article

References (60)

1. Allard, J., Cotin, S., Faure, F., Bensoussan, P., Poyer, F., Duriez, C., Delingette, H., Grisoni, L., 2007. SOFA - an open source framework for medical simulation. In: Medicine Meets Virtual Reality (MMVR), pp. 13-18.
2. Avanzini A. A computational procedure for prediction of structural effects of edge-to-edge repair on mitral valve. Journal of Biomechanical Engineering 2008, 130:031015.
3. Avanzini A., Donzella G., Libretti L. Functional and structural effects of percutaneous edge-to-edge double-orifice repair under cardiac cycle in comparison with suture repair. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine 2011, 225:959-971.
4. Baraff D., Witkin A. Large steps in cloth simulation. Proceedings of the 25th Annual Conference on Computer Graphics and Interactive Techniques 1998, 43-54. ACM.
5. Burlina P., Sprouse C., DeMenthon D., Jorstad A., Juang R., Contijoch F., Abraham T., Yuh D., McVeigh E. Patient-specific modeling and analysis of the mitral valve using 3d-tee. Information Processing in Computer-Assisted Interventions 2010, 135-146.
6. Chandra S., Salgo I., Sugeng L., Weinert L., Settlemier S., Mor-Avi V., Lang R. A three-dimensional insight into the complexity of flow convergence in mitral regurgitation: adjunctive benefit of anatomic regurgitant orifice area. American Journal of Physiology-Heart and Circulatory Physiology 2011, 301:H1015-H1024.
7. Conti C., Stevanella M., Maffessanti F., Trunfio S., Votta E., Roghi A., Parodi O., Caiani E., Redaelli A. Mitral valve modelling in ischemic patients: finite element analysis from cardiac magnetic resonance imaging. Computers in Cardiology 2010, 1059-1062. IEEE.
8. Courtecuisse H., Cotin S., Allard J., Soler L. Gpu-based interactive simulation of liver resection. ACM SIGGRAPH 2011 Computer Animation Festival 2011, ACM, 98-98.
9. Einstein D., Del Pin F., Jiao X., Kuprat A., Carson J., Kunzelman K., Cochran R., Guccione J., Ratcliffe M. Fluid-structure interactions of the mitral valve and left heart: comprehensive strategies, past, present and future. International Journal for Numerical Methods in Biomedical Engineering 2010, 26:348-380.
10. Feldman T., Kar S., Rinaldi M., Fail P., Hermiller J., Smalling R., Whitlow P., Gray W., Low R., Herrmann H., et al. Percutaneous mitral repair with the mitraclip system: safety and midterm durability in the initial everest (endovascular valve edge-to-edge repair study) cohort. Journal of the American College of Cardiology 2009, 54:686-694.
11. Grashow J., Yoganathan A., Sacks M. Biaixal stress-stretch behavior of the mitral valve anterior leaflet at physiologic strain rates. Annals of Biomedical Engineering 2006, 34:315-325.
12. Grbić S., Ionasec R., Vitanovski D., Voigt I., Wang Y., Georgescu B., Navab N., Comaniciu D. Complete valvular heart apparatus model from 4d cardiac ct. Medical Image Computing and Computer-Assisted Intervention-MICCAI 2010 2010, 218-226. Springer.
13. Hammer P., del Nido P., Howe R. Anisotropic mass-spring method accurately simulates mitral valve closure from image-based models. Functional Imaging and Modeling of the Heart 2011, 233-240. Springer.
14. Hammer, P., Vasilyev, N., Perrin, D., Del Nido, P., Howe, R., 2008. Fast image-based model of mitral valve closure for surgical planning. In: Computational Biomechanics for Medicine (MICCAI'08 Workshop), pp. 15-26.
15. Hermann, E., Faure, F., Raffin, B., 2008. Ray-traced collision detection for deformable bodies. In: 3rd International Conference on Computer Graphics Theory and Applications, GRAPP 2008.
16. Herrmann H., Feldman T. Percutaneous mitral valve edge-to-edge repair with the evalve mitraclip system: rationale and phase i results. EuroIntervention 2006, 1:A36-A39.
17. Ionasec R., Voigt I., Georgescu B., Wang Y., Houle H., Vega-Higuera F., Navab N., Comaniciu D. Patient-specific modeling and quantification of the aortic and mitral valves from 4-D cardiac CT and TEE. IEEE Transactions on Medical Imaging 2010, 29:1636-1651.
18. Iung B., Vahanian A. Epidemiology of valvular heart disease in the adult. Nature Reviews Cardiology 2011, 8:162-172.
19. Jassar A., Brinster C., Vergnat M., Robb J., Eperjesi T., Pouch A., Cheung A., Weiss S., Acker M., Gorman J., et al. Quantitative mitral valve modeling using real-time three-dimensional echocardiography: technique and repeatability. The Annals of Thoracic Surgery 2011, 91:165-171.
20. Krishnamurthy G., Ennis D., Itoh A., Bothe W., Swanson J., Karlsson M., Kuhl E., Miller D., Ingels N. Material properties of the ovine mitral valve anterior leaflet in vivo from inverse finite element analysis. American Journal of Physiology-Heart and Circulatory Physiology 2008, 295:H1141-H1149.
21. Krishnamurthy G., Itoh A., Bothe W., Swanson J., Kuhl E., Karlsson M., Craig Miller D., Ingels N. Stress-strain behavior of mitral valve leaflets in the beating ovine heart. Journal of Biomechanics 2009, 42:1909-1916.
22. Kunzelman K., Cochran K. Mechanical properties of basal and marginal mitral valve chordae tendineae. ASAIO Journal 1990, 36:M405.
23. Kunzelman K., Cochran R., Chuong C., Ring W., Verrier E., Eberhart R. Finite element analysis of the mitral valve. The Journal of Heart Valve Disease 1993, 2:326.
24. Kunzelman K., Einstein D., Cochran R. Fluid-structure interaction models of the mitral valve: function in normal and pathological states. Philosophical Transactions of the Royal Society B: Biological Sciences 2007, 362:1393.
25. Lau K., Diaz V., Scambler P., Burriesci G. Mitral valve dynamics in structural and fluid-structure interaction models. Medical Engineering & Physics 2010, 32:1057-1064.
26. Lau K., Di{dotless}́az-Zuccarini V., Scambler P., Burriesci G. Fluid-structure interaction study of the edge-to-edge repair technique on the mitral valve. Journal of Biomechanics 2011, 44:2409-2417.
27. Maisano F., Torracca L., Oppizzi M., Stefano P., d'Addario G., La Canna G., Zogno M., Alfieri O. The edge-to-edge technique: a simplified method to correct mitral insufficiency. European Journal of Cardio-thoracic Surgery 1998, 13:240.
28. Mansi T., Voigt I., Mengue E., Ionasec R., Georgescu B., Noack T., Seeburger J., Comaniciu D. Towards patient-specific finite-element simulation of MitralClip procedure. Medical Image Computing and Computer-Assisted Intervention-MICCAI 2011 2011, 452-459. Springer.
29. Marchesseau S., Heimann T., Chatelin S., Willinger R., Delingette H. Fast porous visco-hyperelastic soft tissue model for surgery simulation: application to liver surgery. Progress in Biophysics and Molecular Biology 2010, 103:185-196.
30. May-Newman K., Yin F. Biaxial mechanical behavior of excised porcine mitral valve leaflets. American Journal of Physiology - Heart and Circulatory Physiology 1995, 269:H1319-H1327.
31. May-Newman K., Yin F. A constitutive law for mitral valve tissue. Journal of Biomechanical Engineering 1998, 120:38.
32. Nesme, M., Payan, Y., Faure, F., 2005. Efficient, physically plausible finite elements. Eurographics (short papers), pp. 77-80.
33. Powell M. Developments of newuoa for minimization without derivatives. IMA Journal of Numerical Analysis 2008, 28:649-664.
34. Prot V., Haaverstad R., Skallerud B. Finite element analysis of the mitral apparatus: annulus shape effect and chordal force distribution. Biomechanics and Modeling in Mechanobiology 2009, 8:43-55.
35. Prot V., Skallerud B. Nonlinear solid finite element analysis of mitral valves with heterogeneous leaflet layers. Computational Mechanics 2009, 43:353-368.
36. Prot V., Skallerud B., Holzapfel G. Transversely isotropic membrane shells with application to mitral valve mechanics: constitutive modelling and finite element implementation. International Journal for Numerical Methods in Engineering 2007, 71:987-1008.
37. Prot V., Skallerud B., Sommer G., Holzapfel G. On modelling and analysis of healthy and pathological human mitral valves: two case studies. Journal of the Mechanical Behavior of Biomedical Materials 2010, 3:167-177.
38. Roger V., Go A., Lloyd-Jones D., Adams R., Berry J., Brown T., Carnethon M., Dai S., de Simone G., Ford E., et al. Heart disease and stroke statistics-2011 update: a report from the american heart association. Circulation 2011, 123:e18-e209.
39. Sacks M., David Merryman W., Schmidt D. On the biomechanics of heart valve function. Journal of Biomechanics 2009, 42:1804-1824.
40. Schievano S., Kunzelman K., Nicosia M., Cochran R., Einstein D., Khambadkone S., Bonhoeffer P. Percutaneous mitral valve dilatation: single balloon versus double balloon. a finite element study. Journal of Heart Valve Disease 2009, 18:28-34.
41. Schneider R., Burke W., Marx G., del Nido P., Howe R. Modeling mitral valve leaflets from three-dimensional ultrasound. Functional Imaging and Modeling of the Heart-FIMH 2011 2011, 215-222. Springer.
42. Schneider, R., Perrin, D., Vasilyev, N., Marx, G., del Nido, P., Howe, R., 2011. Mitral annulus segmentation from four-dimensional ultrasound using a valve state predictor and constrained optical flow. Medical Image Analysis.
43. Schneider, R., Perrin, D., Vasilyev, N., Marx, G., del Nido, P., Howe, R., 2011. Real-time image-based rigid registration of three-dimensional ultrasound. Medical Image Analysis.
44. Schneider R., Tenenholtz N., Perrin D., Marx G., del Nido P., Howe R. Patient-specific mitral leaflet segmentation from 4D ultrasound. Medical Image Computing and Computer-Assisted Intervention-MICCAI 2011 2011, 520-527. Springer.
45. Skallerud B., Prot V., Nordrum I.S. Modeling active muscle contraction in mitral valve leaflets during systole: a first approach. Biomechanics and Modeling in Mechanobiology 2011, 10:11-26.
46. Sprouse C., DeMenthon D., Gammie J., Burlina P. Patient-specific modeling of stress/strain for surgical planning and guidance. Engineering in Medicine and Biology Society, EMBC 2011 2011, 4309-4313. IEEE.
47. Sprouse C., Yuh D., Abraham T., Burlina P. Computational hemodynamic modeling based on transesophageal echocardiographic imaging. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009 (EMBC 2009) 2009, 3649-3652. IEEE.
48. Stevanella M., Krishnamurthy G., Votta E., Swanson J., Redaelli A., Ingels N. Mitral leaflet modeling: importance of in vivo shape and material properties. Journal of Biomechanics 2011, 44:2229-2235.
49. Stevanella M., Maffessanti F., Conti C., Votta E., Arnoldi A., Lombardi M., Parodi O., Caiani E., Redaelli A. Mitral valve patient-specific finite element modeling from cardiac mri: application to an annuloplasty procedure. Cardiovascular Engineering and Technology 2011, 1-11. 10.1007/s13239-010-0032-4.
50. Stevanella M., Votta E., Redaelli A. Mitral valve finite element modeling: Implications of tissues nonlinear response and annular motion. Journal of Biomechanical Engineering 2009, 131:121010.
51. Stiver, K., Calleja, A., Ionasec, R., Voigt, I., Thavendiranathan, P., Liu, S., Houle, H., De Michelis, N., Ryan, T., Vannan, M., 2011. Superior reproducibility of automated 3-d surgical anatomy of normal and abnormal mitral valve when compared to a manual approach. In: American Society of Echocardiography.
52. Swanson J., Krishnamurthy G., Kvitting J., Miller D., Ingels N. Electromechanical coupling between the atria and mitral valve. American Journal of Physiology-Heart and Circulatory Physiology 2011, 300:H1267-H1273.
53. Voigt I., Mansi T., Ionasec R., Mengue E., Houle H., Georgescu B., Hornegger J., Comaniciu D. Robust physically-constrained modeling of the mitral valve and subvalvular apparatus. Medical Image Computing and Computer-Assisted Intervention-MICCAI 2011 2011, 504-511. Springer.
54. Voigt I., Mansi T., Mihalef V., Ionasec R., Calleja A., Mengue E., Sharma P., Houle H., Georgescu B., Hornegger J., et al. Patient-specific model of left heart anatomy, dynamics and hemodynamics from 4d tee: a first validation study. Functional Imaging and Modeling of the Heart-FIMH 2011 2011, 341-349. Springer.
55. Votta E., Caiani E., Veronesi F., Soncini M., Montevecchi F., Redaelli A. Mitral valve finite-element modelling from ultrasound data: a pilot study for a new approach to understand mitral function and clinical scenarios. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 2008, 366:3411.
56. Votta E., Maisano F., Bolling S., Alfieri O., Montevecchi F., Redaelli A. The geoform disease-specific annuloplasty system: a finite element study. The Annals of Thoracic Surgery 2007, 84:92-101.
57. Votta E., Maisano F., Soncini M., Redaelli A., Montevecchi F., Alfieri O., et al. 3-d computational analysis of the stress distribution on the leaflets after edge-to-edge repair of mitral regurgitation. The Journal of Heart Valve Disease 2002, 11:810.
58. Watton P., Luo X., Yin M., Bernacca G., Wheatley D. Effect of ventricle motion on the dynamic behaviour of chorded mitral valves. Journal of Fluids and Structures 2008, 24:58-74.
59. Wenk J., Zhang Z., Cheng G., Malhotra D., Acevedo-Bolton G., Burger M., Suzuki T., Saloner D., Wallace A., Guccione J., et al. First finite element model of the left ventricle with mitral valve: insights into ischemic mitral regurgitation. The Annals of Thoracic Surgery 2010, 89:1546.
60. Zheng Y., Barbu A., Georgescu B., Scheuering M., Comaniciu D. Four-chamber heart modeling and automatic segmentation for 3-d cardiac ct volumes using marginal space learning and steerable features. IEEE Transactions on Medical Imaging 2008, 27:1668-1681.