Human atlas of the cardiac fiber architecture: Study on a healthy population

IEEE Transactions on Medical Imaging

Volumn 31, Issue 7, 2012, Pages 1436-1447

  Lombaert, Herve ^a,b   Peyrat, Jean Marc ^c   Croisille, Pierre ^d   Rapacchi, Stanislas ^d   Fanton, Laurent ^e   Cheriet, Farida ^b   Clarysse, Patrick ^d   Magnin, Isabelle ^d   Delingette, Hervé ^a   Ayache, Nicholas ^a  

^a INRIA   (France)

^b ÉCOLE POLYTECHNIQUE DE MONTRÉAL   (Canada)

^c SIEMENS AG   (Germany)

^d UNIVERSITÉ DE LYON   (France)

^e UNIVERSITÉ DE LYON   (France)

Author keywords

Atlases; diffusion weighted imaging; heart

Indexed keywords

ATLAS CONSTRUCTION; ATLASES; CARDIAC FIBER ARCHITECTURES; CARDIAC FUNCTIONS; CLINICAL APPLICATION; COMPUTATIONAL FRAMEWORK; COMPUTATIONAL MODEL; DATA SETS; DIFFUSION TENSOR; DIFFUSION WEIGHTED IMAGING; EX-VIVO; FIBER ARCHITECTURE; GRAPH CUT; HEALTHY HUMANS; HEALTHY POPULATION; HEART DISEASE; HELIX ANGLES; HIGHLY-CORRELATED; HUMAN HEART; LOG-DOMAIN; LOG-EUCLIDEAN; RADIO-FREQUENCY ABLATION; SPATIAL VARIATIONS; USER INTERACTION;

ARCHITECTURE; CARDIAC RESYNCHRONIZATION THERAPY; FIBERS; IMAGE SEGMENTATION;

HEART;

ADOLESCENT; ADULT; AGED; ANATOMY; ARTICLE; BOOK; COMPUTER GRAPHICS; DIFFUSION WEIGHTED IMAGING; FACTUAL DATABASE; FEMALE; HEART; HISTOLOGY; HUMAN; IMAGE PROCESSING; MALE; MIDDLE AGED;

ADOLESCENT; ADULT; AGED; ANATOMY, ARTISTIC; ATLASES AS TOPIC; COMPUTER GRAPHICS; DATABASES, FACTUAL; DIFFUSION MAGNETIC RESONANCE IMAGING; FEMALE; HEART; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE; MIDDLE AGED;

EID: 84863443664     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2192743     Document Type: Article

References (55)

1. D. C. Alexander, C. Pierpaoli, P. J. Basser, and J. C. Gee, "Spatial transformations of diffusion tensor magnetic resonance images," IEEE Trans. Med. Imag., vol. 20, no. 11, pp. 1131-1139, Nov. 2001. (Pubitemid 33106067)
2. V. Arsigny, O. Commowick, X. Pennec, and N. Ayache, "A Log-Euclidean framework for statistics on diffeomorphisms," in Proc. MICCAI, 2006, pp. 924-931. (Pubitemid 44609194)
3. V. Arsigny, P. Fillard, X. Pennec, and N. Ayache, "Log-Euclidean metrics for fast and simple calculus on diffusion tensors," Magn. Reson. Med., vol. 56, no. 2, pp. 411-421, 2006. (Pubitemid 44162789)
4. P. J. Basser and S. Pajevic, "Statistical artifacts in diffusion tensorMRI (DT-MRI) caused by background noise,"Magn. Reson. Med., vol. 44, no. 1, pp. 41-50, 2000. (Pubitemid 30439837)
5. Y. Boykov and M.-P. Jolly, "Interactive organ segmentation using graph cuts," in Proc. MICCAI, 2000, pp. 276-286.
6. J. D. Bronzino, Biomedical Engineering Handbook. Berlin, Germany: Springer-Verlag, 1995, vol. 1.
7. M. Cerqueira, N. Weissman, V. Dilsizian, A. Jacobs, S. Kaul, W. Laskey, D. Pennell, J. Rumberger, T. Ryan, and M. Verani, "Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart: A statement for healthcare professionals from the cardiac imaging committee of the council on clinical cardiology of the American Heart Association," Circulation, vol. 105, no. 4, pp. 539-542, 2002. (Pubitemid 34262671)
8. M. Cirillo, "A new surgical ventricular restoration technique to reset residual myocardium's fiber orientation: The "KISS" procedure," Ann. Surg. Innovat. Res., p. 3, 2009.
9. M. Cirillo, M. Campana, F. Brunelli, M. D. D. Tomba, Z. Mhagna, A. Messina, E. Villa, and G. Troise, "'Let's twist again': Surgically induced renewal of left ventricular torsion in ischemic cardiomyopathy," J. Cardiovasc. Med., vol. 11, no. 1, pp. 34-39, 2010.
10. K. D. Costa, J. W. Holmes, and A. D. Mcculloch, "Modelling cardiac mechanical properties in three dimensions,"Math. Phys. Eng. Sci., vol. 359, no. 1783, pp. 1233-1250, 2001. (Pubitemid 33282160)
11. P. Fillard, C. Poupon, and J. F. Mangin, "A novel global tractography algorithm based on an adaptive spin glass model," in Proc. MICCAI, 2009, pp. 927-934.
12. C. Frindel, "Imagerie par résonancemagnétique du tenseur de diffusion (IRM-TD) en imagerie cardiaque humaine: Traitements et premiéres interprétations," Ph.D. dissertation, Institut National des Sciences Appliquées de Lyon, Lyon, France, 2009.
13. C. Frindel, M. Robini, P. Croisille, and Y.-M.M. Zhu, "Comparison of regularization methods for human cardiac diffusion tensorMRI," Med. Image Anal., vol. 13, no. 3, pp. 405-418, 2009.
14. C. Frindel, M. Robini, S. Rapacchi, E. Stephant, Y.-M. M. Zhu, and P. Croisille, "Towards in vivo diffusion tensor MRI on human heart using edge-preserving regularization," IEEE Eng. Med. Biol. Soc., pp. 6008-6011, 2007.
15. S. Gilbert, A. Benson, P. Li, and A. Holden, "Visualisation of dog myocardial structure from diffusion tensor magnetic resonance imaging: The paradox of uniformity and variability," Functional Imag. Model. Heart, pp. 403-412, 2007. (Pubitemid 47289912)
16. R. A. Greenbaum, S. Y. Ho, D. G. Gibson, A. E. Becker, and R. H. Anderson, "Left ventricular fibre architecture in man," Br. Heart J., vol. 45, no. 3, pp. 248-263, 1981. (Pubitemid 11137851)
17. A. Guimond, J. Meunier, and J. P. Thirion, "Average brain models: A convergence study," Comput. Vis. Image Understand., pp. 192-210, 2000. (Pubitemid 30557367)
18. W. Harvey, Exercitatio Anatomica de Motu Cordis et Sanguinis in Animalibus, 1628.
19. K. M. Hasan, D. L. Parker, and A. L. Alexander, "Comparison of gradient encoding schemes for diffusion-tensor MRI," Magn. Reson. Imag., vol. 13, no. 5, pp. 769-780, 2001. (Pubitemid 32381856)
20. K. M. Hasan, D. L. Parker, and A. L. Alexander, "Magnetic resonance water self-diffusion tensor encoding optimization methods for full brain acquisition," Image Anal. Stereol., vol. 21, no. 2, pp. 87-96, 2992.
21. P. A. Helm, "A novel technique for quantifying variability of cardiac anatomy: Application to the dyssynchronous failing heart," Ph.D. dissertation, Johns Hopkins Univ., Baltimore, MD, 2005.
22. P. A. Helm, M. F. Beg, M. I. Miller, and R. L. Winslow, "Measuring and mapping cardiac fiber and laminar architecture using diffusion tensor MR imaging," Ann. NY Acad. Sci., vol. 1047, pp. 296-307, 2005. (Pubitemid 41123848)
23. P. A. Helm, H.-J. J. Tseng, L. Younes, E. R. McVeigh, and R. L. Winslow, "Ex vivo 3D diffusion tensor imaging and quantification of cardiac laminar structure," Magn. Reson. Med., vol. 54, no. 4, pp. 850-859, 2005. (Pubitemid 41457056)
24. D. A. Hooks, K. A. Tomlinson, S. G. Marsden, I. J. LeGrice, B. H. Smaill, A. J. Pullan, and P. J. Hunter, "Cardiac microstructure: Implications for electrical propagation and defibrillation in the heart," Circulat. Res., vol. 91, no. 4, pp. 331-338, 2002. (Pubitemid 34976999)
25. D. K. Jones, "Tractography gone wild: Probabilistic fibre tracking using the wild bootstrap with diffusion tensor MRI," IEEE Trans. Med. Imag., vol. 27, no. 9, pp. 1268-1274, Sep. 2008.
26. D. K. Jones, L. D. Griffin, D. C. Alexander, M. Catani, M. A. Horsfield, R. Howard, and S. C. R. Williams, "Spatial normalization and averaging of diffusion tensor MRI data sets," NeuroImage, vol. 17, no. 2, pp. 592-617, 2002. (Pubitemid 35316998)
27. W. N. Lee, M. Pernot, M. Couade, E. Messas, P. Bruneval, A. Bel, A. A. Hagege, M. Fink, and M. Tanter, "Mapping myocardial fiber orientation using echocardiography-based shear wave imaging," IEEE Trans. Med. Imag., vol. 31, no. 3, pp. 554-562, Mar. 2012.
28. I. J. LeGrice, B. H. Smaill, L. Z. Chai, S. G. Edgar, J. B. Gavin, and P. J. Hunter, "Laminar structure of the heart: Ventricular myocyte arrangement and connective tissue architecture in the dog," Am. J. Physiol., vol. 269, no. 2, pp. 571-582, 1995.
29. H. Lombaert, J.-M. Peyrat, P. Croisille, S. Rapacchi, L. Fanton, P. Clarysse, H. Delingette, and N. Ayache, "Statistical analysis of the human cardiac fiber architecture from DT-MRI," Functional Imag. Model. Heart, vol. 6666, pp. 171-179, 2011.
30. H. Lombaert, J.-M. Peyrat, L. Fanton, F. Cheriet, H. Delingette, N. Ayache, P. Clarysse, I. Magnin, and P. Croisille, "Statistical atlas of human cardiac fibers: Comparison with abnormal hearts," in Proc. STACOM Workshop MICCAI, 2011, pp. 207-213.
31. H. Lombaert, J.-M. Peyrat, L. Fanton, F. Cheriet, H. Delingette, N. Ayache, P. Clarysse, I. Magnin, and P. Croisille, "Variability of the human cardiac laminar structure," in Proc. STACOM Workshop MICCAI, 2011, pp. 160-167.
32. T. Mansi, X. Pennec, M. Sermesant, H. Delingette, and N. Ayache, "iLogDemons: A demons-based registration algorithm for tracking incompressible elastic biological tissues," Int. J. Comput. Vis., pp. 1-20, 2010.
33. P. M. Nielsen, I. J. Le Grice, B. H. Smaill, and P. J. Hunter, "Mathematical model of geometry and fibrous structure of the heart," Amer. J. Physiol., Heart Circulat. Physiol., vol. 260, no. 4, pp. H1365-1378, 1991.
34. S. Ourselin, A. Roche, S. Prima, and N. Ayache, "Block matching: A general framework to improve robustness of rigid registration of medical images," in Proc. MICCAI, 2000, pp. 557-566.
35. S. Pajevic and P. J. Basser, "Parametric and non-parametric statistical analysis of DT-MRI data," J. Magn. Reson., vol. 161, no. 1, pp. 1-14, 2003.
36. X. Pennec, P. Fillard, and N. Ayache, "A Riemannian framework for tensor computing," Int. J. Comput. Vis., vol. 66, no. 1, pp. 41-66, 2006. (Pubitemid 43004671)
37. J.-M. Peyrat, "Comparison of cardiac anatomy and function: Statistics on fibre architecture from DT-MRI and registration of 4D CT images," Ph.D. dissertation, Nice Sophia Antipolis Univ., Sophia Antipolis, France, 2009.
38. J.-M. Peyrat, M. Sermesant, X. Pennec, H. Delingette, C. Xu, E. R. McVeigh, and N. Ayache, "A computational framework for the statistical analysis of cardiac diffusion tensors: Application to a small database of canine hearts," IEEE Trans. Med. Imag., vol. 26, no. 11, pp. 1500-1514, Nov. 2007. (Pubitemid 350025486)
39. S. Rapacchi, P. Croisille, V. Pai, D. Grenier,M. Viallon, P. Kellman, N. Mewton, and H. Wen, "Reducing motion sensitivity in free breathing DWI of the heart with localized Principal Component Analysis," in Proc. Int. Soc. Magn. Reson. Med., Stockholm, Sweden, 2010, p. 4762.
40. J. Relan, P. Chinchapatnam, M. Sermesant, K. Rhode, M. Ginks, H. Delingette, C. Aldo Rinaldi, R. Razavi, and N. Ayache, "Coupled personalization of cardiac electrophysiology models for prediction of ischaemic ventricular tachycardia," J. R. Soc. Interface Focus, vol. 1, no. 3, pp. 396-407, 2011.
41. D. Rohmer, A. Sitek, and G. T. Gullberg, "Reconstruction and visualization of fiber and laminar structure in the normal human heart from ex vivo diffusion tensor magnetic resonance imaging (DTMRI) data," Investigat. Radiol., vol. 42, no. 11, pp. 777-789, 2007. (Pubitemid 350287208)
42. D. F. Scollan, A. Holmes, J. Zhang, and R. L. Winslow, "Reconstruction of cardiac ventricular geometry and fiber orientation using magnetic resonance imaging," Ann. Biomed. Eng., vol. 28, no. 8, pp. 934-944, 2000. (Pubitemid 32085379)
43. G. Seemann, D. U. J. Keller, D. L. Weiss, and O. Dossel, "Modeling human ventricular geometry and fiber orientation based on diffusion tensor MRI," Comput. Cardiol., pp. 801-804, 2006.
44. M. Sermesant, R. Chabiniok, P. Chinchapatnam, T. Mansi, F. Billet, P. Moireau, J.M.Peyrat, K.Wong, J. Relan, K. Rhode,M. Ginks,P.Lambiase, H. Delingette, M. Sorine, C. A. Rinaldi, D. Chapelle, R. Razavi, and N. Ayache, "Patient-specific electromechanical models of the heart for the prediction of pacing acute effects in CRT: A preliminary clinical validation," Med. Image Anal., 2011.
45. D. D. Streeter, H. M. Spotnitz, D. P. Patel, J. Ross, and E. H. Sonnenblick, "Fiber orientation in the canine left ventricle during diastole and systole," Circulat. Res., vol. 24, no. 3, pp. 339-347, 1969.
46. H. Sundar, D. Shen, G. Biros, H. Litt, and C. Davatzikos, "Estimating myocardial fiber orientations by template warping," in Proc. Int. Symp. Biomed. Imag., 2006, pp. 73-76. (Pubitemid 44732255)
47. F. Torrent-Guasp, M. J. Kocica, A. F. Corno, M. Komeda, F. Carreras-Costa, A. Flotats, J. Cosin-Aguillar, and H. Wen, "Towards new understanding of the heart structure and function," Eur. J. Cardio-Thoracic Surg., vol. 27, no. 2, pp. 191-201, 2005. (Pubitemid 40193126)
48. N. Toussaint, M. Sermesant, C. T. Stoeck, S. Kozerke, and P. G. Batchelor, "In vivo human 3D cardiac fibre architecture: Reconstruction using curvilinear interpolation of diffusion tensor images," in Proc. MICCAI, 2010, pp. 418-425.
49. W.-Y. Y. Tseng, V. J. Wedeen, T. G. Reese, R. N. Smith, and E. F. Halpern, "Diffusion tensor MRI of myocardial fibers and sheets: Correspondence with visible cut-face texture," J. Magn. Reson. Imag., vol. 17, no. 1, pp. 31-42, 2003. (Pubitemid 36034133)
50. T. Vercauteren, X. Pennec, A. Perchant, and N. Ayache, "Symmetric log-domain diffeomorphic registration: A demons-based approach," in Proc. MICCAI, 2008, pp. 754-761.
51. T. Vercauteren, X. Pennec, A. Perchant, and N. Ayache, "Diffeomorphic demons: Efficient non-parametric image registration," NeuroImage, vol. 45, no. 1, pp. S61-S72, March 2009.
52. L. K. von Segesser, "The myocardial band: Fiction or fact?," Eur. J. Cardio-Thoracic Surg., vol. 27, no. 2, pp. 181-182, 2005. (Pubitemid 40193125)
53. M.-T. Wu, W.-Y. I. Tseng, M.-Y. M. Su, C.-P. Liu, K.-R. Chiou, V. J. Wedeen, T. G. Reese, and C.-F. Yang, "Diffusion tensor magnetic resonance imaging mapping the fiber architecture remodeling in human myocardium after infarction: Correlation with viability and wall motion," Circulation, vol. 114, no. 10, pp. 1036-1045, 2006. (Pubitemid 44358880)
54. I. Young, "Further consideration of sample and feature size (corresp.)," IEEE Trans. Inform. Theory, vol. 24, no. 6, pp. 773-775, 1978. (Pubitemid 9404542)
55. L. Zhukov and A. H. Barr, "Heart-muscle fiber reconstruction from diffusion tensor MRI," Visualization, pp. 597-602, 2003.