Wall-Motion Based Analysis of Global and Regional Left Atrial Mechanics

Atrial fibrillation is an increasingly prevalent cardiovascular disease; changes in atrial structure and function induced by atrial fibrillation and its treatments are often spatially heterogeneous. However, spatial heterogeneity of function is difficult to assess with standard imaging techniques. This paper describes a method to assess global and regional mechanical function by combining cardiac magnetic resonance imaging and finite-element surface fitting. We used this fitted surface to derive measures of left atrial volume, regional motion, and spatial heterogeneity of motion in 23 subjects, including healthy volunteers and atrial fibrillation patients. We fit the surfaces using a Newton optimization scheme in under 1 min on a standard laptop, with a root mean square error of 2.3±0.5 mm, less than 9% of the mean fitted radius, and an inter-operator variability of less than 10%. Fitted surfaces showed clear definition of the phases of left atrial motion (filling, passive emptying, active contraction) in both volume-time and regional radius-time curves. Averaged surfaces of healthy volunteers and atrial fibrillation patients provided evidence of substantial regional variation in both amount and timing of regional motion, indicating spatial heterogeneity of function, even in healthy adults.

[1]  P. Wolf,et al.  Atrial fibrillation as an independent risk factor for stroke: the Framingham Study. , 1991, Stroke.

[2]  Joshua J. E. Blauer,et al.  Left Atrial Strain and Strain Rate in Patients With Paroxysmal and Persistent Atrial Fibrillation: Relationship to Left Atrial Structural Remodeling Detected by Delayed-Enhancement MRI , 2010, Circulation. Cardiovascular imaging.

[3]  C. Appleton,et al.  Two-dimensional speckle-tracking echocardiography of the left atrium: feasibility and regional contraction and relaxation differences in normal subjects. , 2009, Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography.

[4]  David A. Vorp,et al.  Surface Geometric Analysis of Anatomic Structures Using Biquintic Finite Element Interpolation , 2004, Annals of Biomedical Engineering.

[5]  J. Camm,et al.  The impairment of health-related quality of life in patients with intermittent atrial fibrillation: implications for the assessment of investigational therapy. , 2000, Journal of the American College of Cardiology.

[6]  Craig H Meyer,et al.  Imaging three‐dimensional myocardial mechanics using navigator‐gated volumetric spiral cine DENSE MRI , 2010, Magnetic resonance in medicine.

[7]  James D. Thomas,et al.  Left atrial strain measured by two-dimensional speckle tracking represents a new tool to evaluate left atrial function. , 2010, Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography.

[8]  H. Crijns,et al.  A comparison of rate control and rhythm control in patients with recurrent persistent atrial fibrillation. , 2002, The New England journal of medicine.

[9]  D. Mozaffarian,et al.  Heart disease and stroke statistics--2011 update: a report from the American Heart Association. , 2011, Circulation.

[10]  Left Atrial Contractility is Preserved After Successful Circumferential Pulmonary Vein Ablation in Patients with Atrial Fibrillation , 2008, Journal of cardiovascular electrophysiology.

[11]  W. Saliba,et al.  Assessment of left atrial mechanics in patients with atrial fibrillation: comparison between two-dimensional speckle-based strain and velocity vector imaging. , 2012, Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography.

[12]  Stephen S. Cha,et al.  Secular Trends in Incidence of Atrial Fibrillation in Olmsted County, Minnesota, 1980 to 2000, and Implications on the Projections for Future Prevalence , 2006, Circulation.

[13]  Joshua J. E. Blauer,et al.  Detection and Quantification of Left Atrial Structural Remodeling With Delayed-Enhancement Magnetic Resonance Imaging in Patients With Atrial Fibrillation , 2009, Circulation.

[14]  W. O'Dell,et al.  Three-dimensional myocardial deformations: calculation with displacement field fitting to tagged MR images. , 1995, Radiology.

[15]  Alistair A. Young,et al.  Tracking and finite element analysis of stripe deformation in magnetic resonance tagging , 1995, IEEE Trans. Medical Imaging.

[16]  M. Haissaguerre,et al.  Right and Left Atrial Radiofrequency Catheter Therapy of Paroxysmal Atrial Fibrillation , 1996, Journal of cardiovascular electrophysiology.

[17]  R B D'Agostino,et al.  Impact of atrial fibrillation on mortality, stroke, and medical costs. , 1998, Archives of internal medicine.

[18]  Paul F. Whelan,et al.  Segmentation of the Left Ventricle of the Heart in 3-D+t MRI Data Using an Optimized Nonrigid Temporal Model , 2008, IEEE Transactions on Medical Imaging.

[19]  W. Eric L. Grimson,et al.  A shape-based approach to the segmentation of medical imagery using level sets , 2003, IEEE Transactions on Medical Imaging.

[20]  N. Florea,et al.  Chronic heart failure with preserved left ventricular ejection fraction: diagnostic and prognostic value of left atrial size. , 2006, International journal of cardiology.

[21]  P. Platonov,et al.  Structural abnormalities in atrial walls are associated with presence and persistency of atrial fibrillation but not with age. , 2011, Journal of the American College of Cardiology.

[22]  Mario J. Garcia,et al.  Extensive Ablation During Pulmonary Vein Antrum Isolation Has No Adverse Impact on Left Atrial Function: An Echocardiography and Cine Computed Tomography Analysis , 2006, Journal of cardiovascular electrophysiology.

[23]  P. Hunter,et al.  Mathematical model of geometry and fibrous structure of the heart. , 1991, The American journal of physiology.

[24]  Sander Verheule,et al.  Alterations in Atrial Electrophysiology and Tissue Structure in a Canine Model of Chronic Atrial Dilatation Due to Mitral Regurgitation , 2003, Circulation.

[25]  Kenneth A Ellenbogen,et al.  2011 ACCF/AHA/HRS focused update on the management of patients with atrial fibrillation (Updating the 2006 Guideline): a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines. , 2011, Journal of the American College of Cardiology.

[26]  B. Smaill,et al.  Estimation of epicardial strain using the motions of coronary bifurcations in biplane cineangiography , 1992, IEEE Transactions on Biomedical Engineering.

[27]  Marie-Pierre Jolly,et al.  Automatic Segmentation of the Left Ventricle in Cardiac MR and CT Images , 2006, International Journal of Computer Vision.

[28]  O. Alfieri,et al.  Structural remodeling in atrial fibrillation , 2008, Nature Clinical Practice Cardiovascular Medicine.

[29]  H. Crijns,et al.  A comparison of rate control and rhythm control in patients with recurrent persistent atrial fibrillation , 2002 .

[30]  Boudewijn P F Lelieveldt,et al.  Operator induced variability in cardiovascular MR: left ventricular measurements and their reproducibility. , 2005, Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance.

[31]  A D McCulloch,et al.  Nonhomogeneous analysis of epicardial strain distributions during acute myocardial ischemia in the dog. , 1993, Journal of biomechanics.

[32]  V. Santinelli,et al.  A randomized trial of circumferential pulmonary vein ablation versus antiarrhythmic drug therapy in paroxysmal atrial fibrillation: the APAF Study. , 2006, Journal of the American College of Cardiology.

[33]  Alistair A. Young,et al.  Model tags: direct three-dimensional tracking of heart wall motion from tagged magnetic resonance images , 1999, Medical Image Anal..

[34]  Alistair A. Young,et al.  Epicardial surface estimation from coronary angiograms , 1989, Comput. Vis. Graph. Image Process..

[35]  Mandeep Bhargava,et al.  Radiofrequency ablation vs antiarrhythmic drugs as first-line treatment of symptomatic atrial fibrillation: a randomized trial. , 2005, JAMA.

[36]  Kenneth A Ellenbogen,et al.  2011 ACCF/AHA/HRS focused update on the management of patients with atrial fibrillation (Updating the 2006 Guideline): a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines. , 2011, Heart rhythm.

[37]  D. Ross,et al.  Atrial structural remodelling and restoration of atrial contraction after linear ablation for atrial fibrillation. , 2003, European heart journal.

[38]  D. Levy,et al.  Influence of blood pressure on left atrial size. The Framingham Heart Study. , 1995, Hypertension.

[39]  V. Poutanen,et al.  Assessment of left atrial volumes and phasic function using cine magnetic resonance imaging in normal subjects. , 1994, The American journal of cardiology.

[40]  Warren J Manning,et al.  Left atrial function and scar after catheter ablation of atrial fibrillation. , 2008, Heart rhythm.

[41]  Wei Liu,et al.  MR tagging demonstrates quantitative differences in regional ventricular wall motion in mice, rats, and men. , 2006, American journal of physiology. Heart and circulatory physiology.

[42]  M. Allessie,et al.  Electrical, contractile and structural remodeling during atrial fibrillation. , 2002, Cardiovascular research.

[43]  Kenneth A Ellenbogen,et al.  2011 ACCF/AHA/HRS focused update on the management of patients with atrial fibrillation (update on Dabigatran): a report of the American College of Cardiology Foundation/American Heart Association Task Force on practice guidelines. , 2011, Circulation.

[44]  Aaron T. Hess,et al.  Tracking Myocardial Motion From Cine DENSE Images Using Spatiotemporal Phase Unwrapping and Temporal Fitting , 2007, IEEE Transactions on Medical Imaging.

[45]  A. J. Pullan,et al.  Geometric modeling of the human torso using cubic hermite elements , 2007, Annals of Biomedical Engineering.

[46]  Benoit Desjardins,et al.  Effect of left atrial circumferential ablation for atrial fibrillation on left atrial transport function. , 2005, Heart rhythm.

[47]  A. Young,et al.  Right ventricular midwall surface motion and deformation using magnetic resonance tagging. , 1996, The American journal of physiology.

[48]  S. Nattel,et al.  Importance of refractoriness heterogeneity in the enhanced vulnerability to atrial fibrillation induction caused by tachycardia-induced atrial electrical remodeling. , 1998, Circulation.

[49]  G. Raff,et al.  Cardiac magnetic resonance imaging assessment of regional and global left atrial function before and after catheter ablation for atrial fibrillation , 2009, Journal of Interventional Cardiac Electrophysiology.

[50]  A. Young,et al.  Three‐Dimensional Left Ventricular Deformation in Hypertrophic Cardiomyopathy , 1994, Circulation.