Notes
Outline
Biological and Cardiac
CHAOS
Amy Baran
Joshua Fantini
Facts about Heart Disease
400,000 Americans die suddenly each year from heart diseases
About every 29 seconds someone suffers from a coronary event
Every 60 seconds, someone DIES!!!!!
The Heart Anatomy & Beating
Blood Flow
Conduction in Heart
Chaos Characteristics
Excitable medium
Limit-cycle oscillators
“Dynamics of Cardiac
Arrythmia”
-Glass
Catheter stimulation
Reentrant Tachycardia
Devil’s Staircase
“Sudden Death is NOT Chaos”
-Goldberger & Rigney
MAIN IDEA: Building case to support new model vs. old model of dynamics of healthy/dying heart
Could be useful in PREDICTING, have we gotten to understanding?
Arrhythmias, tachycardias, flutters, fibrillations
Old Model – Smith & Cohen
Idea that modeled fibrillation is chaotic process
Feigenbaum-type period doubling
Erratic-looking
New Model
The dying heart is a periodic process
Healthy cardiac dynamics are chaotic (variable)
“Sudden death, therefore, may be viewed as a bifurcation out of, not into chaos.”
Inverse Bifurcation
Evidence that Cardiac Chaos is Healthy
Made from observations of a healthy human heart
Broadband spectra from EKG data (1/f-like, indicates activation of graphical fractal network)
Phase-space plots of heart rate/heart rate delays indicate strange-like attractors
Phase-Space Plot: Healthy Chaos
Physical Fractal-like Nature of Cardiac and Vascular Anatomy
Evidence that Sudden Death is NOT chaotic
Observed characteristics from a dying heart
Narrow spectra
Electrophysiological recording of inner & outer surfaces = periodic
Low frequency oscillations
Phase-space plot of heart rate/heart rate delay show not much variation
Phase-Space Plot: Dying Heart
“Role of Non-linear Dynamics in Cardiac Arrhythmia Control”
-D. Christini, et al.
Determining if chaos can be applied
If yes, then apply it
Aim for unstable lower order rhythms
Bifurcation
Diagram
First Return Map of a Chaotic System
Ball & Saddle
Forcing the Spiral
“Controlling Cardiac Chaos”
-Garfinkel, Spano, Ditto, Weiss
MAIN IDEA: Using experimental model, simulate cardiac arrhythmias and use chaos theory to alter beats and restore periodic beating.
Since chaotic systems are sensitive to initial conditions, invokes big change
The Experiment
Interventricular septum cells from rabbit in solution hooked up to monitor electrical impulses
Introduction of arrhythmias with ouabain (creates oscillations in intracellular calcium & initiates sporadic beating)
Develop model, identify parameters, tweak parameters
Mapping Interbeat Intervals During Induction of Arrhythmias
Initially characterized by a constant interbeat interval (period 1)
Moved to period 2
Moved to period 4
Aperiodic, but chaotic (set of points, not space-filling)
Monophasic
Action
Potential
Maps
Proportion Perturbation Feedback
Views arrhythmias at point in which interbeat intervals are aperiodic
Line of indentity, fixed point
Divided into learning phase and intervention phase
Equation
PPF Control
Current Direction of Cardiac Chaos
Control of scroll waves
Clinical control of spiral waves