Spatiotemporal correlation uncovers fractional scaling in cardiac tissue
Alessandro Loppini, Alessio Gizzi, Christian Cherubini, Elizabeth M., Cherry, Flavio H. Fenton, Simonetta Filippi

TL;DR
This study uses high-resolution optical mapping and simulations to analyze spatiotemporal correlation in cardiac tissue, revealing fractional diffusion behavior and decay length changes associated with fibrillation onset.
Contribution
It introduces a novel fractional diffusion model with a 1.5 exponent to accurately describe cardiac decay lengths during fibrillation.
Findings
Decay length varies from 40 to 20 cm during responses
Critical decay length decreases to less than 3 cm before fibrillation
Fibrillation characterized by a decay length of about 1 cm
Abstract
Complex spatiotemporal patterns of action potential duration have been shown to occur in many mammalian hearts due to a period-doubling bifurcation that develops with increasing frequency of stimulation. Here, through high-resolution optical mapping and numerical simulations, we quantify voltage length scales in canine ventricles via spatiotemporal correlation analysis as a function of stimulation frequency and during fibrillation. We show that i) length scales can vary from 40 to 20 cm during one to one responses, ii) a critical decay length for the onset of the period-doubling bifurcation is present and decreases to less than 3 cm before the transition to fibrillation occurs, iii) fibrillation is characterized by a decay length of about 1 cm. On this evidence, we provide a novel theoretical description of cardiac decay lengths introducing an experimental-based conduction velocity…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
