Mapping cardiac surface mechanics with structured light imaging.

Cardiovascular disease often manifests as a combination of pathological electrical and structural heart remodeling. The relationship between mechanics and electrophysiology is crucial to our understanding of mechanisms of cardiac arrhythmias and the treatment of cardiac disease. While several technologies exist for describing whole heart electrophysiology, studies of cardiac mechanics are often limited to rhythmic patterns or small sections of tissue. Here, we present a comprehensive system based on ultrafast three-dimensional (3-D) structured light imaging to map surface dynamics of whole heart cardiac motion. Additionally, we introduce a novel nonrigid motion-tracking algorithm based on an isometry-maximizing optimization framework that forms correspondences between consecutive 3-D frames without the use of any fiducial markers. By combining our 3-D imaging system with nonrigid surface registration, we are able to measure cardiac surface mechanics at unprecedented spatial and temporal resolution. In conclusion, we demonstrate accurate cardiac deformation at over 200,000 surface points of a rabbit heart recorded at 200 frames/s and validate our results on highly contrasting heart motions during normal sinus rhythm, ventricular pacing, and ventricular fibrillation.

[1]  G. D. Meier,et al.  Contractile function in canine right ventricle. , 1980, The American journal of physiology.

[2]  Frank Bogun,et al.  Spatial resolution of pace mapping of idiopathic ventricular tachycardia/ectopy originating in the right ventricular outflow tract. , 2008, Heart rhythm.

[3]  Jean Ponce,et al.  Accurate, Dense, and Robust Multiview Stereopsis , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Hao Li,et al.  Global Correspondence Optimization for Non‐Rigid Registration of Depth Scans , 2008, Comput. Graph. Forum.

[5]  N. Trayanova Whole-heart modeling: applications to cardiac electrophysiology and electromechanics. , 2011, Circulation research.

[6]  F W Prinzen,et al.  Mapping of regional myocardial strain and work during ventricular pacing: experimental study using magnetic resonance imaging tagging. , 1999, Journal of the American College of Cardiology.

[7]  Mark-Anthony Bray,et al.  Three-dimensional surface reconstruction and fluorescent visualization of cardiac activation , 2000, IEEE Transactions on Biomedical Engineering.

[8]  J. R. Cox,et al.  Digital analysis of the electroencephalogram, the blood pressure wave, and the electrocardiogram , 1972 .

[9]  A D McCulloch,et al.  Left ventricular epicardial deformation in isolated arrested dog heart. , 1987, The American journal of physiology.

[10]  Song Zhang,et al.  Flexible 3-D shape measurement using projector defocusing. , 2009, Optics letters.

[11]  G. Salama,et al.  Optical Imaging of the Heart , 2004, Circulation research.

[12]  Leonidas J. Guibas,et al.  Robust single-view geometry and motion reconstruction , 2009, SIGGRAPH 2009.

[13]  Dennis C. Ghiglia,et al.  Two-Dimensional Phase Unwrapping: Theory, Algorithms, and Software , 1998 .

[14]  N. Trayanova,et al.  The role of cardiac tissue structure in defibrillation. , 1998, Chaos.

[15]  Zoran Popovic,et al.  The space of human body shapes: reconstruction and parameterization from range scans , 2003, ACM Trans. Graph..

[16]  E. Konofagou,et al.  Imaging the electromechanical activity of the heart in vivo , 2011, Proceedings of the National Academy of Sciences.

[17]  Carl J. Wiggers,et al.  The Mechanism and Nature of Ventricular Fibrillation , 1940 .

[18]  J. Covell,et al.  Transmural myocardial deformation in the ischemic canine left ventricle. , 1991, Circulation research.

[19]  Igor R Efimov,et al.  Panoramic imaging reveals basic mechanisms of induction and termination of ventricular tachycardia in rabbit heart with chronic infarction: implications for low-voltage cardioversion. , 2009, Heart rhythm.

[20]  Carl J. Wiggers,et al.  THE MUSCULAR REACTIONS OF THE MAMMALIAN VENTRICLES TO ARTIFICIAL SURFACE STIMULI , 1925 .

[21]  Hendrick E D J ter Keurs,et al.  The interaction of Ca2+ with sarcomeric proteins: role in function and dysfunction of the heart. , 2012, American journal of physiology. Heart and circulatory physiology.

[22]  A. McCulloch,et al.  Three-dimensional analysis of regional cardiac function: a model of rabbit ventricular anatomy. , 1998, Progress in biophysics and molecular biology.

[23]  Fu-Pen Chiang,et al.  Effects of ischemia on epicardial deformation in the passive rabbit heart. , 2004, Journal of biomechanical engineering.

[24]  Carl J. Wiggers,et al.  Studies of Ventricular Fibrillation Caused by Electric Shock: , 1930, Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc.

[25]  E. McVeigh,et al.  Mapping propagation of mechanical activation in the paced heart with MRI tagging. , 1999, The American journal of physiology.

[26]  Thomas Brox,et al.  High Accuracy Optical Flow Estimation Based on a Theory for Warping , 2004, ECCV.

[27]  Andrew K Knutsen,et al.  A new method for measuring deformation of folding surfaces during morphogenesis. , 2008, Journal of biomechanical engineering.

[28]  Jian Huang,et al.  Simultaneous optical mapping of transmembrane potential and wall motion in isolated, perfused whole hearts. , 2011, Journal of biomedical optics.

[29]  Raymond E Ideker,et al.  Intramural optical mapping of V(m) and Ca(i)2+ during long-duration ventricular fibrillation in canine hearts. , 2012, American journal of physiology. Heart and circulatory physiology.

[30]  Natalia A Trayanova,et al.  The role of photon scattering in optical signal distortion during arrhythmia and defibrillation. , 2007, Biophysical journal.

[31]  Frederick J Vetter,et al.  Fluorescence imaging of cardiac propagation: spectral properties and filtering of optical action potentials. , 2006, American journal of physiology. Heart and circulatory physiology.

[32]  Song Zhang,et al.  Flexible 3D shape measurement using projector defocusing: extended measurement range. , 2010, Optics letters.

[33]  Leonidas J. Guibas,et al.  Robust single-view geometry and motion reconstruction , 2009, ACM Trans. Graph..

[34]  Yuanzheng Gong,et al.  Structured light imaging of epicardial mechanics , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[35]  Nael F Osman,et al.  Myocardial tissue tagging with cardiovascular magnetic resonance , 2009, Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance.

[36]  Philip V. Bayly,et al.  Quantitative Panoramic Imaging of Epicardial Electrical Activity , 2008, Annals of Biomedical Engineering.

[37]  Peisen S. Huang,et al.  Novel method for structured light system calibration , 2006 .

[38]  Matthew W. Kay,et al.  Three-dimensional surface reconstruction and panoramic optical mapping of large hearts , 2004, IEEE Transactions on Biomedical Engineering.

[39]  Wendell G. Scott,et al.  ROENTGEN KYMOGRAPHY IN DISEASES OF THE HEART: A RELATIVELY NEW AND EFFICIENT AID IN DIAGNOSIS , 1936 .

[40]  Y. Rudy,et al.  Activation and repolarization of the normal human heart under complete physiological conditions. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[41]  Rui Li,et al.  Multi-Scale 3D Scene Flow from Binocular Stereo Sequences , 2005, 2005 Seventh IEEE Workshops on Applications of Computer Vision (WACV/MOTION'05) - Volume 1.

[42]  Toshiaki Hisada,et al.  Structural Heterogeneity in the Ventricular Wall Plays a Significant Role in the Initiation of Stretch-Induced Arrhythmias in Perfused Rabbit Right Ventricular Tissues and Whole Heart Preparations , 2010, Circulation research.

[43]  Peisen Huang,et al.  Microscopic phase-shifting profilometry based on digital micromirror device technology. , 2002, Applied optics.

[44]  Joaquim Salvi,et al.  A state of the art in structured light patterns for surface profilometry , 2010, Pattern Recognit..

[45]  Jane McGonigal,et al.  Keynote: Jane McGonigal , 2012, ACM Transactions on Graphics.

[46]  Fu-Pen Chiang,et al.  Computer Aided Speckle Interferometry: A Technique for Measuring Deformation of the Surface of the Heart , 2001, Annals of Biomedical Engineering.

[47]  Yajun Wang,et al.  3D shape measurement technique for multiple rapidly moving objects. , 2011, Optics express.

[48]  Yung-Yu Chuang,et al.  SURE-based optimization for adaptive sampling and reconstruction , 2012, ACM Trans. Graph..

[49]  Pieter Peers,et al.  Temporally coherent completion of dynamic shapes , 2012, TOGS.

[50]  B. Lindsay,et al.  Noninvasive Electroanatomic Mapping of Human Ventricular Arrhythmias with Electrocardiographic Imaging , 2011, Science Translational Medicine.