Treatment Planning for Atrial Fibrillation Using Patient-Specific Models Showing the Importance of Fibrillatory-Areas

被引:7
作者
Kamali, Roya [1 ,2 ,3 ,6 ]
Gillete, Karli [5 ]
Tate, Jess [4 ]
Abhyankar, Devaki Abhijit [1 ]
Dosdall, Derek J. [1 ,2 ,3 ]
Plank, Gernot [5 ]
Bunch, T. Jared [2 ]
Macleod, Rob S. [1 ,3 ]
Ranjan, Ravi [1 ,2 ,3 ]
机构
[1] Univ Utah, Dept Biomed Engn, Salt Lake City, UT 84112 USA
[2] Univ Utah, Dept Internal Med, Div Cardiovasc Med, Salt Lake City, UT USA
[3] Univ Utah, Nora Eccles Harrison Cardiovasc Res & Training In, Salt Lake City, UT USA
[4] Univ Utah, Sci Comp & Imaging Inst, Salt Lake City, UT USA
[5] Med Univ Graz, Inst Biophys, Graz, Austria
[6] Georgia Inst Technol, Dept Biomed Engn, Atlanta, GA 30332 USA
关键词
Computational atrial fibrillation model; Mechanisms of atrial fibrillation; Ablation; Magnetic resonance imaging; Atrial rotor activities; EXPERT CONSENSUS STATEMENT; CATHETER ABLATION; ANTIARRHYTHMIC-DRUGS; SURGICAL ABLATION; RECOMMENDATIONS; APPENDAGE;
D O I
10.1007/s10439-022-03029-5
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Computational models have made it possible to study the effect of fibrosis and scar on atrial fibrillation (AF) and plan future personalized treatments. Here, we study the effect of area available for fibrillatory waves to sustain AF. Then we use it to plan for AF ablation to improve procedural outcomes. CARPentry was used to create patient-specific models to determine the association between the size of residual contiguous areas available for AF wavefronts to propagate and sustain AF [fibrillatory area (FA)] after ablation with procedural outcomes. The FA was quantified in a novel manner accounting for gaps in ablation lines. We selected 30 persistent AF patients with known ablation outcomes. We divided the atrial surface into five areas based on ablation scar pattern and anatomical landmarks and calculated the FAs. We validated the models based on clinical outcomes and suggested future ablation lines that minimize the FAs and terminate rotor activities in simulations. We also simulated the effects of three common antiarrhythmic drugs. In the patient-specific models, the predicted arrhythmias matched the clinical outcomes in 25 of 30 patients (accuracy 83.33%). The average largest FA (FA(max)) in the recurrence group was 8517 +/- 1444 vs. 6772 +/- 1531 mm(2) in the no recurrence group (p < 0.004). The final FAs after adding the suggested ablation lines in the AF recurrence group reduced the average FA(max) from 8517 +/- 1444 to 6168 +/- 1358 mm(2) (p < 0.001) and stopped the sustained rotor activity. Simulations also correctly anticipated the effect of antiarrhythmic drugs in 5 out of 6 patients who used drug therapy post unsuccessful ablation (accuracy 83.33%). Sizes of FAs available for AF wavefronts to propagate are important determinants for ablation outcomes. FA size in combination with computational simulations can be used to direct ablation in persistent AF to minimize the critical mass required to sustain recurrent AF.
引用
收藏
页码:329 / 342
页数:14
相关论文
共 38 条
[1]   The Clinical Profile and Pathophysiology of Atrial Fibrillation Relationships Among Clinical Features, Epidemiology, and Mechanisms [J].
Andrade, Jason ;
Khairy, Paul ;
Dobrev, Dobromir ;
Nattel, Stanley .
CIRCULATION RESEARCH, 2014, 114 (09) :1453-1468
[2]   Computationally guided personalized targeted ablation of persistent atrial fibrillation [J].
Boyle, Patrick M. ;
Zghaib, Tarek ;
Zahid, Sohail ;
Ali, Rheeda L. ;
Deng, Dongdong ;
Franceschi, William H. ;
Hakim, Joe B. ;
Murphy, Michael J. ;
Prakosa, Adityo ;
Zimmerman, Stefan L. ;
Ashikaga, Hiroshi ;
Marine, Joseph E. ;
Kolandaivelu, Aravindan ;
Nazarian, Saman ;
Spragg, David D. ;
Calkins, Hugh ;
Trayanova, Natalia A. .
NATURE BIOMEDICAL ENGINEERING, 2019, 3 (11) :870-879
[3]  
Calkins H., 2012, EUROPACE, V14, P528, DOI [DOI 10.1093/EUROPACE/EUS027, 10.1093/europace/eus027]
[4]   HRS/EHRA/ECAS expert consensus statement on catheter and surgical ablation of atrial fibrillation: Recommendations for personnel, policy, procedures and follow-up [J].
Calkins, Hugh ;
Brugada, Josep ;
Packer, Douglas L. ;
Cappato, Riccardo ;
Chen, Shih-Ann ;
Crijns, Harry J. G. ;
Damiano, Ralph J., Jr. ;
Davies, D. Wyn ;
Haines, David E. ;
Haissaguerre, Michel ;
Iesaka, Yoshito ;
Jackman, Warren ;
Jais, Pierre ;
Kottkamp, Hans ;
Kuck, Karl Heinz ;
Lindsay, Bruce D. ;
Marchlinski, Francis E. ;
McCarthy, Patrick M. ;
Mont, J. Lluis ;
Morady, Fred ;
Nademanee, Koontawee ;
Natale, Andrea ;
Pappone, Carlo ;
Prystowsky, Eric ;
Raviele, Antonio ;
Ruskin, Jeremy N. ;
Shemin, Richard J. .
HEART RHYTHM, 2007, 4 (06) :816-861
[5]   The reproducibility of late gadolinium enhancement cardiovascular magnetic resonance imaging of post-ablation atrial scar: a cross-over study [J].
Chubb, Henry ;
Karim, Rashed ;
Roujol, Sebastien ;
Nunez-Garcia, Marta ;
Williams, Steven E. ;
Whitaker, John ;
Harrison, James ;
Butakoff, Constantine ;
Camara, Oscar ;
Chiribiri, Amedeo ;
Schaeffter, Tobias ;
Wright, Matthew ;
O'Neill, Mark ;
Razavi, Reza .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2018, 20
[6]   Ionic mechanisms underlying human atrial action potential properties: insights from a mathematical model [J].
Courtemanche, M ;
Ramirez, RJ ;
Nattel, S .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 1998, 275 (01) :H301-H321
[7]  
Cox J L, 2000, Semin Thorac Cardiovasc Surg, V12, P2
[8]   Atrial fibrillation II: Rationale for surgical treatment [J].
Cox, JL .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2003, 126 (06) :1693-1699
[9]   An evaluation of 30 clinical drugs against the comprehensive in vitro proarrhythmia assay (CiPA) proposed ion channel panel [J].
Crumb, William J., Jr. ;
Vicente, Jose ;
Johannesen, Lars ;
Strauss, David G. .
JOURNAL OF PHARMACOLOGICAL AND TOXICOLOGICAL METHODS, 2016, 81 :251-262
[10]   Stand-Alone Pulmonary Vein Isolation Versus Pulmonary Vein Isolation With Additional Substrate Modification as Index Ablation Procedures in Patients With Persistent and Long-Standing Persistent Atrial Fibrillation The Randomized Alster-Lost-AF Trial (Ablation at St. Georg Hospital for Long-Standing Persistent Atrial Fibrillation) [J].
Fink, Thomas ;
Schuelter, Michael ;
Heeger, Christian-Hendrik ;
Lemes, Christine ;
Maurer, Tilman ;
Reissmann, Bruno ;
Riedl, Johannes ;
Rottner, Laura ;
Santoro, Francesco ;
Schmidt, Boris ;
Wohlmuth, Peter ;
Mathew, Shibu ;
Sohns, Christian ;
Ouyang, Feifan ;
Metzner, Andreas ;
Kuck, Karl-Heinz .
CIRCULATION-ARRHYTHMIA AND ELECTROPHYSIOLOGY, 2017, 10 (07)