Adaptive deep brain stimulation in Parkinson's disease

M Beudel, P Brown, M Beudel, P Brown

Abstract

Although Deep Brain Stimulation (DBS) is an established treatment for Parkinson's disease (PD), there are still limitations in terms of effectivity, side-effects and battery consumption. One of the reasons for this may be that not only pathological but also physiological neural activity can be suppressed whilst stimulating. For this reason, adaptive DBS (aDBS), where stimulation is applied according to the level of pathological activity, might be advantageous. Initial studies of aDBS demonstrate effectiveness in PD, but there are still many questions to be answered before aDBS can be applied clinically. Here we discuss the feedback signals and stimulation algorithms involved in adaptive stimulation in PD and sketch a potential road-map towards clinical application.

Keywords: Brain-computer interface; Deep brain stimulation; Parkinson's disease.

Copyright © 2015 The Authors. Published by Elsevier Ltd.. All rights reserved.

Figures

Fig. 1
Fig. 1
Example of bilateral adaptive DBS (aDBS) based on LFP beta oscillation power in the STN of both sides. A. LFP's are recorded from the non-stimulating DBS electrode contacts resulting in a left (blue) and right (red) LFP signal. B. After filtering around a patient specific beta peak, in this case 20 ± 3 Hz, its amplitude can be calculated real-time (lower two traces). When beta power exceeds a threshold, stimulation is delivered (upper two traces). C. In this example, high frequency (130 Hz) stimulation is provided with gradually increasing and decreasing voltage to limit stimulation induced paraesthesiae. The stimulation across the two sides is discontinuous and independent. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)

References

    1. Chen C.C., Brücke C., Kempf F. Deep brain stimulation of the subthalamic nucleus: a two-edged sword. Curr. Biol. 2006;16(22):R952–R953.
    1. Ray N.J., Jenkinson N., Brittain J. The role of the subthalamic nucleus in response inhibition: evidence from deep brain stimulation for Parkinson's disease. Neuropsychologia. 2009;47(13):2828–2834.
    1. Hammond C., Bergman H., Brown P. Pathological synchronization in Parkinson's disease: networks, models and treatments. Trends Neurosci. 2007;30(7):357–364.
    1. Giannicola G., Rosa M., Servello D. Subthalamic local field potentials after seven-year deep brain stimulation in Parkinson's disease. Exp. Neurol. 2012;237(2):312–317.
    1. Litvak V., Jha A., Eusebio A. Resting oscillatory cortico-subthalamic connectivity in patients with Parkinson's disease. Brain. 2011;134(Pt 2):359–374.
    1. Priori A., Foffani G., Pesenti A. Rhythm-specific pharmacological modulation of subthalamic activity in Parkinson's disease. Exp. Neurol. 2004;189(2):369–379.
    1. Lopez-Azcarate J., Tainta M., Rodriguez-Oroz M.C. Coupling between beta and high-frequency activity in the human subthalamic nucleus may be a pathophysiological mechanism in Parkinson's disease. J. Neurosci. 2010;30(19):6667–6677.
    1. Little S., Pogosyan A., Kühn A.A., Brown P. β band stability over time correlates with Parkinsonian rigidity and bradykinesia. Exp. Neurol. 2012;236(2):383–388.
    1. Yanagisawa T., Yamashita O., Hirata M. Regulation of motor representation by phase-amplitude coupling in the sensorimotor cortex. J. Neurosci. 2012;32(44):15467–15475.
    1. de Hemptinne C., Swann N.C., Ostrem J.L. Therapeutic deep brain stimulation reduces cortical phase-amplitude coupling in Parkinson's disease. Nat. Neurosci. 2015;18(5):779–786.
    1. Yang A.I., Vanegas N., Lungu C., Zaghloul K.A. Beta-coupled high-frequency activity and beta-locked neuronal spiking in the subthalamic nucleus of Parkinson's disease. J. Neurosci. 2014;34(38):12816–12827. 1895-14.2014.
    1. Hirschmann J., Ozkurt T.E., Butz M. Differential modulation of STN-cortical and cortico-muscular coherence by movement and levodopa in Parkinson's disease. Neuroimage. 2013;68:203–213.
    1. Fogelson N., Williams D., Tijssen M., van Bruggen G., Speelman H., Brown P. Different functional loops between cerebral cortex and the subthalmic area in Parkinson's disease. Cereb. Cortex. 2006;16(1):64–75.
    1. Alonso-Frech F., Zamarbide I., Alegre M. Slow oscillatory activity and levodopa-induced dyskinesias in Parkinson's disease. Brain. 2006;129(Pt 7):1748–1757.
    1. Barow E., Neumann W.-J., Brücke C. Deep brain stimulation suppresses pallidal low frequency activity in patients with phasic dystonic movements. Brain. September 2014 awu258.
    1. Liu X., Ford-Dunn H.L., Hayward G.N. The oscillatory activity in the Parkinsonian subthalamic nucleus investigated using the macro-electrodes for deep brain stimulation. Clin. Neurophysiol. 2002;113(11):1667–1672.
    1. Plaha P., Gill S.S. Bilateral deep brain stimulation of the pedunculopontine nucleus for Parkinson's disease. Neuroreport. 2005;16(17):1883–1887.
    1. Fraix V., Bastin J., David O. Pedunculopontine nucleus area oscillations during stance, stepping and freezing in Parkinson's disease. PLoS One. 2013;8(12):e83919.
    1. Androulidakis A.G., Mazzone P., Litvak V. Oscillatory activity in the pedunculopontine area of patients with Parkinson's disease. Exp. Neurol. 2008;211(1):59–66.
    1. Little S., Brown P. What brain signals are suitable for feedback control of deep brain stimulation in Parkinson's disease? Ann. N. Y. Acad. Sci. 2012;1265:9–24.
    1. Little S., Pogosyan A., Neal S. Adaptive deep brain stimulation in advanced Parkinson disease. Ann. Neurol. 2013;74(3):449–457.
    1. Rosa M., Arlotti M., Ardolino G. Adaptive deep brain stimulation in a freely moving Parkinsonian patient. Mov. Disord. 2015;30(7):1003–1005.
    1. Little S., Beudel M., Zrinzo L. Bilateral adaptive deep brain stimulation is effective in Parkinson's disease. J. Neurol. Neurosurg. Psychiatr. 2015 (in press)
    1. Azodi-Avval R., Gharabaghi A. Phase-dependent modulation as a novel approach for therapeutic brain stimulation. Front. Comput. Neurosci. 2015;9:26.
    1. Cagnan H., Duff E.P., Brown P. The relative phases of basal ganglia activities dynamically shape effective connectivity in Parkinson's disease. Brain. 2015;138(Pt 6):1667–1678.
    1. Rosin B., Slovik M., Mitelman R. Closed-loop deep brain stimulation is superior in ameliorating Parkinsonism. Neuron. 2011;72(2):370–384.
    1. Brittain J.-S., Probert-Smith P., Aziz T.Z., Brown P. Tremor suppression by rhythmic transcranial current stimulation. Curr. Biol. 2013;23(5):436–440.
    1. Rosa M., Marceglia S., Servello D. Time dependent subthalamic local field potential changes after DBS surgery in Parkinson's disease. Exp. Neurol. 2010;222(2):184–190.

Source: PubMed

3
Suscribir