A coupled oscillator model of disordered interlimb coordination in patients with Parkinson's disease.
Coordination between the left and right limbs during cyclic movements, which can be characterized by the amplitude of each limb's oscillatory movement and relative phase, is impaired in patients with Parkinson's disease (PD). A pedaling exercise on an ergometer in a recent clinical study revealed several types of coordination disorder in PD patients. These include an irregular and burst-like amplitude modulation with intermittent changes in its relative phase, a typical sign of chaotic behavior in nonlinear dynamical systems. This clinical observation leads us to hypothesize that emergence of the rhythmic motor behaviors might be concerned with nonlinearity of an underlying dynamical system. In order to gain insight into this hypothesis, we consider a simple hard-wired central pattern generator model consisting of two identical oscillators connected by reciprocal inhibition. In the model, each oscillator acts as a neural half-center controlling movement of a single limb, either left or right, and receives a control input modeling a flow of descending signals from higher motor centers. When these two control inputs are tonic-constant and identical, the model has left-right symmetry and basically exhibits ordered coordination with an alternating periodic oscillation. We show that, depending on the intensities of these two control inputs and on the difference between them that introduces asymmetry into the model, the model can reproduce several behaviors observed in the clinical study. Bifurcation analysis of the model clarifies two possible mechanisms for the generation of disordered coordination in the model: one is the spontaneous symmetry-breaking bifurcation in the model with the left-right symmetry. The other is related to the degree of asymmetry reflecting the difference between the two control inputs. Finally, clinical implications by the model's dynamics are briefly discussed.
Asai
Yoshiyuki
Y
Department of Systems and Human Science, Graduate School of Engineering Science, Osaka University, Toyonaka, Japan. asai@bpe.es.osaka-u.ac.jp
Nomura
Taishin
T
Sato
Shunsuke
S
Tamaki
Akira
A
Matsuo
Yoshimi
Y
Mizukura
Isao
I
Abe
Kazuo
K
D001259:Ataxia / Q000503:physiopathology*; D005080:Exercise Test; D007839:Functional Laterality; D006801:Humans; D008959:Models, Neurological; D009068:Movement / Q000502:physiology; D017711:Nonlinear Dynamics; D009991:Oscillometry; D010300:Parkinson Disease / Q000503:physiopathology*