Home LiteratureArticle Details
PMID: 23602918 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

A three-dimensional finite element model of human atrial anatomy: new methods for cubic Hermite meshes with extraordinary vertices.

Medical image analysis ·Vol. 17 ·No. 5 ·2013-07-00 ·Pages 525-37

Gonzales MJ, Sturgeon G, Krishnamurthy A, Hake J, Jonas R, Stark P, Rappel WJ, Narayan SM, Zhang Y, Segars WP, McCulloch AD

Abstract

High-order cubic Hermite finite elements have been valuable in modeling cardiac geometry, fiber orientations, biomechanics, and electrophysiology, but their use in solving three-dimensional problems has been limited to ventricular models with simple topologies. Here, we utilized a subdivision surface scheme and derived a generalization of the "local-to-global" derivative mapping scheme of cubic Hermite finite elements to construct bicubic and tricubic Hermite models of the human atria with extraordinary vertices from computed tomography images of a patient with atrial fibrillation. To an accuracy of 0.6 mm, we were able to capture the left atrial geometry with only 142 bicubic Hermite finite elements, and the right atrial geometry with only 90. The left and right atrial bicubic Hermite meshes were G1 continuous everywhere except in the one-neighborhood of extraordinary vertices, where the mean dot products of normals at adjacent elements were 0.928 and 0.925. We also constructed two biatrial tricubic Hermite models and defined fiber orientation fields in agreement with diagrammatic data from the literature using only 42 angle parameters. The meshes all have good quality metrics, uniform element sizes, and elements with aspect ratios near unity, and are shared with the public. These new methods will allow for more compact and efficient patient-specific models of human atrial and whole heart physiology.

MeSH Terms
Aged Algorithms Computer Simulation Finite Element Analysis Heart Atria/anatomy & histology,diagnostic imaging Humans Imaging, Three-Dimensional/methods Male Models, Anatomic Models, Cardiovascular Radiographic Image Interpretation, Computer-Assisted/methods Reproducibility of Results Sensitivity and Specificity Tomography, X-Ray Computed/methods
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Gonzales Matthew J
Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.
Sturgeon Gregory
Krishnamurthy Adarsh
Hake Johan
Jonas René
Stark Paul
Rappel Wouter-Jan
Narayan Sanjiv M
Zhang Yongjie
Segars W Paul
McCulloch Andrew D
References (44)
44 references, click to expand
  1. The role of fibroblasts in complex fractionated electrograms during persistent/permanent atrial fibrillation: implications for electrogram-based catheter ablation.
    Circ Res. 2012 Jan 20;110(2):275-84 PMID: 22179057
  2. Surface Smoothing and Quality Improvement of Quadrilateral/Hexahedral Meshes with Geometric Flow.
    Commun Numer Methods Eng. 2007 Nov 20;25(1):1-18 PMID: 19829757
  3. Ventricular mechanics in diastole: material parameter sensitivity.
    J Biomech. 2003 May;36(5):737-48 PMID: 12695004
  4. An image-based model of atrial muscular architecture: effects of structural anisotropy on electrical activation.
    Circ Arrhythm Electrophysiol. 2012 Apr;5(2):361-70 PMID: 22423141
  5. Study of atrial arrhythmias in a computer model based on magnetic resonance images of human atria.
    Chaos. 2002 Sep;12(3):754-763 PMID: 12779604
  6. Architecture of the pulmonary veins: relevance to radiofrequency ablation.
    Heart. 2001 Sep;86(3):265-70 PMID: 11514476
  7. An atlas-based geometry pipeline for cardiac Hermite model construction and diffusion tensor reorientation.
    Med Image Anal. 2012 Aug;16(6):1130-41 PMID: 22841777
  8. User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability.
    Neuroimage. 2006 Jul 1;31(3):1116-28 PMID: 16545965
  9. Architecture of atrial musculature in humans.
    Br Heart J. 1995 Jun;73(6):559-65 PMID: 7626357
  10. Left atrial posterior wall thickness in patients with and without atrial fibrillation: data from 298 consecutive autopsies.
    J Cardiovasc Electrophysiol. 2008 Jul;19(7):689-92 PMID: 18284501
  11. A three-dimensional finite element method for large elastic deformations of ventricular myocardium: II--Prolate spheroidal coordinates.
    J Biomech Eng. 1996 Nov;118(4):464-72 PMID: 8950649
  12. A computer model of normal conduction in the human atria.
    Circ Res. 2000 Sep 29;87(7):E25-36 PMID: 11009627
  13. Geometric modeling of the human torso using cubic hermite elements.
    Ann Biomed Eng. 1997 Jan-Feb;25(1):96-111 PMID: 9124743
  14. Nonrigid image registration with subdivision lattices: application to cardiac MR image analysis.
    Med Image Comput Comput Assist Interv. 2007;10(Pt 1):335-42 PMID: 18051076
  15. Patient-Specific Vascular NURBS Modeling for Isogeometric Analysis of Blood Flow.
    Comput Methods Appl Mech Eng. 2007 May 15;196(29-30):2943-2959 PMID: 20300489
  16. Variation in left atrial transmural wall thickness at sites commonly targeted for ablation of atrial fibrillation.
    J Interv Card Electrophysiol. 2006 Nov;17(2):127-32 PMID: 17226084
  17. Feature-preserving adaptive mesh generation for molecular shape modeling and simulation.
    J Mol Graph Model. 2008 Jun;26(8):1370-80 PMID: 18337134
  18. Regional myocardial perfusion and mechanics: a model-based method of analysis.
    Ann Biomed Eng. 1998 Sep-Oct;26(5):743-55 PMID: 9779946
  19. Reentry in a morphologically realistic atrial model.
    J Cardiovasc Electrophysiol. 2001 Sep;12(9):1046-54 PMID: 11577703
  20. Anatomically based geometric modelling of the musculo-skeletal system and other organs.
    Biomech Model Mechanobiol. 2004 Mar;2(3):139-55 PMID: 14685821
  21. Impact of tissue geometry on simulated cholinergic atrial fibrillation: a modeling study.
    Chaos. 2011 Mar;21(1):013108 PMID: 21456822
  22. Modeling atrial arrhythmias: impact on clinical diagnosis and therapies.
    IEEE Rev Biomed Eng. 2008;1:94-114 PMID: 22274901
  23. Length-dependent tension in the failing heart and the efficacy of cardiac resynchronization therapy.
    Cardiovasc Res. 2011 Feb 1;89(2):336-43 PMID: 20952413
  24. Coupling of a 3D finite element model of cardiac ventricular mechanics to lumped systems models of the systemic and pulmonic circulation.
    Ann Biomed Eng. 2007 Jan;35(1):1-18 PMID: 17111210
  25. Atrial fibrillatory cycle length: computer simulation and potential clinical importance.
    Europace. 2007 Nov;9 Suppl 6:vi64-70 PMID: 17959695
  26. Morphologic characteristics of the fossa ovalis as an anatomic basis for transseptal catheterization.
    Surg Radiol Anat. 1997;19(5):279-82 PMID: 9413071
  27. Study of unipolar electrogram morphology in a computer model of atrial fibrillation.
    J Cardiovasc Electrophysiol. 2003 Oct;14(10 Suppl):S172-9 PMID: 14760921
  28. The architecture of the left lateral atrial wall: a particular anatomic region with implications for ablation of atrial fibrillation.
    Eur Heart J. 2008 Feb;29(3):356-62 PMID: 18245120
  29. Bachmann Bundle and its arterial supply: imaging with multidetector CT--implications for interatrial conduction abnormalities and arrhythmias.
    Radiology. 2008 Aug;248(2):447-57 PMID: 18641248
  30. Three-dimensional shape analysis of right ventricular remodeling in repaired tetralogy of Fallot.
    Am J Cardiol. 2008 Jan 1;101(1):107-13 PMID: 18157975
  31. Computational modeling of the human atrial anatomy and electrophysiology.
    Med Biol Eng Comput. 2012 Aug;50(8):773-99 PMID: 22718317
  32. The anatomic basis of connections between the coronary sinus musculature and the left atrium in humans.
    Circulation. 2000 Feb 15;101(6):647-52 PMID: 10673257
  33. Personalization of atrial anatomy and electrophysiology as a basis for clinical modeling of radio-frequency ablation of atrial fibrillation.
    IEEE Trans Med Imaging. 2013 Jan;32(1):73-84 PMID: 22665507
  34. Efficient simulation of cardiac electrical propagation using high order finite elements.
    J Comput Phys. 2012 May 20;231(10):3946-3962 PMID: 24976644
  35. Heterogeneous three-dimensional anatomical and electrophysiological model of human atria.
    Philos Trans A Math Phys Eng Sci. 2006 Jun 15;364(1843):1465-81 PMID: 16766355
  36. Mechanism underlying initiation of paroxysmal atrial flutter/atrial fibrillation by ectopic foci: a simulation study.
    Circulation. 2007 Apr 24;115(16):2094-102 PMID: 17420354
  37. 3D virtual human atria: A computational platform for studying clinical atrial fibrillation.
    Prog Biophys Mol Biol. 2011 Oct;107(1):156-68 PMID: 21762716
  38. The importance of atrial structure and fibers.
    Clin Anat. 2009 Jan;22(1):52-63 PMID: 18470938
  39. Ventricular dilation and electrical dyssynchrony synergistically increase regional mechanical nonuniformity but not mechanical dyssynchrony: a computational model.
    Circ Heart Fail. 2010 Jul;3(4):528-36 PMID: 20466849
  40. An accurate, fast and robust method to generate patient-specific cubic Hermite meshes.
    Med Image Anal. 2011 Dec;15(6):801-13 PMID: 21788150
  41. Estimation of conduction velocity vector fields from epicardial mapping data.
    IEEE Trans Biomed Eng. 1998 May;45(5):563-71 PMID: 9581054
  42. Mathematical model of geometry and fibrous structure of the heart.
    Am J Physiol. 1991 Apr;260(4 Pt 2):H1365-78 PMID: 2012234
  43. The junction between the left atrium and the pulmonary veins. An anatomic study of human hearts.
    Circulation. 1966 Sep;34(3):412-22 PMID: 5922708
  44. Application of micro-computed tomography with iodine staining to cardiac imaging, segmentation, and computational model development.
    IEEE Trans Med Imaging. 2013 Jan;32(1):8-17 PMID: 22829390
Article Info
Journal
Medical image analysis
Abbr.
Med Image Anal
ISSN
1361-8423
Published
2013-07-00
Epub
2013-00-21
Pages
525-37
Language
English
Region
Netherlands
NLM ID
9713490
PMCID
PMC3660421
Subset
IM
Grants
NHLBI NIH HHS · T32 HL007089 · United States
NHLBI NIH HHS · R01 HL096544 · United States
NIBIB NIH HHS · 1 T32 EB009380 · United States
NHLBI NIH HHS · 1 R01 HL083359 · United States
NHLBI NIH HHS · T32 HL105373 · United States
NIGMS NIH HHS · P50 GM094503 · United States
NIGMS NIH HHS · P41 GM103426 · United States
NHLBI NIH HHS · 1 K24 HL103800 · United States
NHLBI NIH HHS · K24 HL103800 · United States
NHLBI NIH HHS · R01 HL091036 · United States
NHLBI NIH HHS · R01 HL105242 · United States
NHLBI NIH HHS · 1 R01 HL96544 · United States
NIBIB NIH HHS · T32 EB009380 · United States
NHLBI NIH HHS · 1 T32 HL105373 · United States
NHLBI NIH HHS · 1 RO1 HL091036 · United States
NHLBI NIH HHS · R01 HL083359 · United States
NIGMS NIH HHS · 8 P41 GM103426 · United States
NHLBI NIH HHS · 5 T32 HL007089 · United States
NIGMS NIH HHS · T32 GM007198 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]