Back

The role of structural vs cellular remodeling in arrhythmogenesis: personalized computer models of atrial fibrillation.

Pikunov, A. V.; Syunyaev, R. A.; Ali, R.; Prakosa, A.; Boyle, P. M.; Steckmeister, V.; Kutschka, I.; Rytkin, E.; Voigt, N.; Trayanova, N.; Efimov, I. R.

2023-05-14 physiology
10.1101/2023.05.13.540632 bioRxiv
Show abstract

Atrial fibrillation (AF) is a progressive disease involving both structural and functional remodeling. To investigate the contribution of cell-scale functional remodeling to AF pathogenesis, we combined personalized 3D anatomical models with pathology-specific ionic models. The latter were developed using recordings in myocytes isolated from patients in sinus rhythm, paroxysmal, postoperative, and persistent AF. To quantify AF dynamics, we developed a novel algorithm for locating RDs by backtracking the conduction velocity field from the wavebreak regions. We demonstrate that our novel algorithm is at least 700 times faster than the traditional phase singularity analysis. The inducibility of simulated AF was not pathology-dependent, but pathological models demonstrate a more extensive arrhythmogenic substrate compared to the sinus rhythm. AF driver locations depend on electrophysiological remodeling; differences between pathology-specific models are explained by differences in wavebreak patterns. Specifically, RDs tend to dwell in the regions with the highest wavebreak probability.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
JACC: Clinical Electrophysiology
11 papers in training set
Top 0.1%
22.8%
2
PLOS Computational Biology
1633 papers in training set
Top 4%
9.3%
3
Scientific Reports
3102 papers in training set
Top 8%
9.3%
4
Frontiers in Physiology
93 papers in training set
Top 0.4%
8.3%
5
Nature Communications
4913 papers in training set
Top 28%
6.5%
50% of probability mass above
6
eLife
5422 papers in training set
Top 16%
4.9%
7
Communications Biology
886 papers in training set
Top 0.5%
4.9%
8
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 16%
4.4%
9
Nucleic Acids Research
1128 papers in training set
Top 5%
3.6%
10
PLOS ONE
4510 papers in training set
Top 39%
3.6%
11
Heart Rhythm
22 papers in training set
Top 0.3%
1.9%
12
Cell Reports
1338 papers in training set
Top 22%
1.9%
13
Biophysical Journal
545 papers in training set
Top 3%
1.7%
14
The Journal of Physiology
134 papers in training set
Top 0.8%
1.7%
15
Journal of the American Heart Association
119 papers in training set
Top 3%
1.3%
16
iScience
1063 papers in training set
Top 21%
1.2%
17
American Journal of Physiology-Heart and Circulatory Physiology
32 papers in training set
Top 0.8%
1.2%
18
Physiological Measurement
12 papers in training set
Top 0.4%
0.8%
19
Science Translational Medicine
111 papers in training set
Top 6%
0.8%
20
IEEE Transactions on Medical Imaging
18 papers in training set
Top 0.5%
0.8%
21
Science Advances
1098 papers in training set
Top 32%
0.7%
22
PLOS Genetics
756 papers in training set
Top 18%
0.5%
23
Journal of The Royal Society Interface
189 papers in training set
Top 6%
0.5%
24
Circulation
66 papers in training set
Top 3%
0.5%
25
Annals of Biomedical Engineering
34 papers in training set
Top 2%
0.5%