Assessing the direct effects of deep brain stimulation using embedded axon models

To better understand the spatial extent of the direct effects of deep brain stimulation (DBS) on neurons, we implemented a geometrically realistic finite element electrical model incorporating anisotropic and inhomogenous conductivities. The model included the subthalamic nucleus (STN), substantia nigra (SN), zona incerta (ZI), fields of Forel H2 (FF), internal capsule (IC) and Medtronic 3387/3389 electrode. To quantify the effects of stimulation, we extended previous studies by using multi-compartment axon models with geometry and orientation consistent with anatomical features of the brain regions of interest. Simulation of axonal firing produced a map of relative changes in axonal activation. Voltage-controlled stimulation, with clinically typical parameters at the dorso-lateral STN, caused axon activation up to 4 mm from the target. This activation occurred within the FF, IC, SN and ZI with current intensities close to the average injected during DBS (3 mA). A sensitivity analysis of model parameters (fiber size, fiber orientation, degree of inhomogeneity, degree of anisotropy, electrode configuration) revealed that the FF and IC were consistently activated. Direct activation of axons outside the STN suggests that other brain regions may be involved in the beneficial effects of DBS when treating Parkinsonian symptoms.

[1]  G. Deuschl,et al.  Deep brain stimulation of the subthalamic nucleus in Parkinson’s disease: evaluation of active electrode contacts , 2003, Journal of neurology, neurosurgery, and psychiatry.

[2]  A. Parent,et al.  Axonal branching pattern of neurons of the subthalamic nucleus in primates , 2000, The Journal of comparative neurology.

[3]  C. McIntyre,et al.  Cellular effects of deep brain stimulation: model-based analysis of activation and inhibition. , 2004, Journal of neurophysiology.

[4]  R. Plonsey,et al.  Electric field stimulation of excitable tissue , 1995, IEEE Engineering in Medicine and Biology Magazine.

[5]  J. Rafols,et al.  Organization of the zona incerta in the macaque: A nissl and golgi study , 1992, The Journal of comparative neurology.

[6]  Nicholas T. Carnevale,et al.  The NEURON Simulation Environment , 1997, Neural Computation.

[7]  Aviva Abosch,et al.  Localization of clinically effective stimulating electrodes in the human subthalamic nucleus on magnetic resonance imaging. , 2002, Journal of neurosurgery.

[8]  C. McIntyre,et al.  Extracellular stimulation of central neurons: influence of stimulus waveform and frequency on neuronal output. , 2002, Journal of neurophysiology.

[9]  P. Salin,et al.  High-Frequency Stimulation of the Subthalamic Nucleus Selectively Reverses Dopamine Denervation-Induced Cellular Defects in the Output Structures of the Basal Ganglia in the Rat , 2002, The Journal of Neuroscience.

[10]  David R. Wozny,et al.  The electrical conductivity of human cerebrospinal fluid at body temperature , 1997, IEEE Transactions on Biomedical Engineering.

[11]  S. T. G. Roup,et al.  DEEP-BRAIN STIMULATION OF THE SUBTHALAMIC NUCLEUS OR THE PARS INTERNA OF THE GLOBUS PALLIDUS IN PARKINSON'S DISEASE , 2001 .

[12]  C. McIntyre,et al.  Role of electrode design on the volume of tissue activated during deep brain stimulation , 2006, Journal of neural engineering.

[13]  C. McIntyre,et al.  Uncovering the mechanism(s) of action of deep brain stimulation: activation, inhibition, or both , 2004, Clinical Neurophysiology.

[14]  E. Harth,et al.  Electric Fields of the Brain: The Neurophysics of Eeg , 2005 .

[15]  B. Mueller,et al.  Calculation of stereotaxically registered brain conductivities and anisotropies using Diffusion Tensor MR Imaging. , 2005 .

[16]  E. S. Watkins,et al.  A stereotaxic atlas of the human thalamus and adjacent structures : a variability study , 1969 .

[17]  L. Geddes,et al.  The specific resistance of biological material—A compendium of data for the biomedical engineer and physiologist , 1967, Medical and biological engineering.

[18]  J. Stein,et al.  Globus pallidus internus deep brain stimulation for dystonic conditions: A prospective audit , 2003, Movement disorders : official journal of the Movement Disorder Society.

[19]  C. McIntyre,et al.  Modeling the excitability of mammalian nerve fibers: influence of afterpotentials on the recovery cycle. , 2002, Journal of neurophysiology.

[20]  D. B. Heppner,et al.  Considerations of quasi-stationarity in electrophysiological systems. , 1967, The Bulletin of mathematical biophysics.

[21]  Paul Krack,et al.  Therapeutic electrical stimulation of the central nervous system. , 2005, Comptes rendus biologies.

[22]  J. Rafols,et al.  The neurons in the primate subthalamic nucleus: A Golgi and electron microscopic study , 1976, The Journal of comparative neurology.

[23]  J. B. Ranck,et al.  Which elements are excited in electrical stimulation of mammalian central nervous system: A review , 1975, Brain Research.

[24]  M. Torrens Co-Planar Stereotaxic Atlas of the Human Brain—3-Dimensional Proportional System: An Approach to Cerebral Imaging, J. Talairach, P. Tournoux. Georg Thieme Verlag, New York (1988), 122 pp., 130 figs. DM 268 , 1990 .

[25]  Erich O. Richter,et al.  Determining the position and size of the subthalamic nucleus based on magnetic resonance imaging results in patients with advanced Parkinson disease. , 2004, Journal of neurosurgery.

[26]  D. Durand,et al.  Modeling the effects of electric fields on nerve fibers: Determination of excitation thresholds , 1992, IEEE Transactions on Biomedical Engineering.

[27]  F. Rattay Analysis of Models for External Stimulation of Axons , 1986, IEEE Transactions on Biomedical Engineering.

[28]  C. Nicholson,et al.  The Migration of Substances in the Neuronal Microenvironment a , 1986, Annals of the New York Academy of Sciences.

[29]  J Holsheimer,et al.  Identification of the target neuronal elements in electrical deep brain stimulation , 2000, The European journal of neuroscience.

[30]  Y Agid,et al.  Transient acute depression induced by high-frequency deep-brain stimulation. , 1999, The New England journal of medicine.

[31]  M B Carpenter,et al.  Nigrostriatal and nigrothalamic fibers in the rhesus monkey , 1972, The Journal of comparative neurology.

[32]  J. B. Ranck,et al.  THE SPECIFIC IMPEDANCE OF THE DORSAL COLUMNS OF CAT: AN INISOTROPIC MEDIUM. , 1965, Experimental neurology.

[33]  J. Mitrofanis Some certainty for the “zone of uncertainty”? Exploring the function of the zona incerta , 2005, Neuroscience.

[34]  P Ashby,et al.  Neurophysiological effects of stimulation through electrodes in the human subthalamic nucleus. , 1999, Brain : a journal of neurology.

[35]  Robert Plonsey,et al.  Bioelectromagnetism: Principles and Applications of Bioelectric and Biomagnetic Fields , 1995 .

[36]  G. Schaltenbrand,et al.  Atlas for Stereotaxy of the Human Brain , 1977 .

[37]  P. Krack,et al.  Deep-brain stimulation of the subthalamic nucleus or the pars interna of the globus pallidus in Parkinson's disease. , 2001, The New England journal of medicine.

[38]  R. A. Davidoff The pyramidal tract. , 1990, Neurology.

[39]  Alexandre Mendes,et al.  Postoperative management of subthalamic nucleus stimulation for Parkinson's disease , 2002, Movement disorders : official journal of the Movement Disorder Society.

[40]  M. Horne,et al.  Comparison of the basal ganglia in rats, marmosets, macaques, baboons, and humans: Volume and neuronal number for the output, internal relay, and striatal modulating nuclei , 2002, The Journal of comparative neurology.

[41]  A. Parent,et al.  Dopaminergic innervation of human basal ganglia , 2000, Journal of Chemical Neuroanatomy.

[42]  C. McIntyre,et al.  Tissue and electrode capacitance reduce neural activation volumes during deep brain stimulation , 2005, Clinical Neurophysiology.

[43]  Warren M. Grill,et al.  Selection of stimulus parameters for deep brain stimulation , 2004, Clinical Neurophysiology.

[44]  A. Benabid,et al.  Long-term suppression of tremor by chronic stimulation of the ventral intermediate thalamic nucleus , 1991, The Lancet.

[45]  C. McIntyre,et al.  Electric field and stimulating influence generated by deep brain stimulation of the subthalamic nucleus , 2004, Clinical Neurophysiology.

[46]  C. Bédard,et al.  Modeling extracellular field potentials and the frequency-filtering properties of extracellular space. , 2003, Biophysical journal.

[47]  C. McIntyre,et al.  Sources and effects of electrode impedance during deep brain stimulation , 2006, Clinical Neurophysiology.

[48]  A. Benabid,et al.  The impact on Parkinson’s disease of electrical parameter settings in STN stimulation , 2002, Neurology.

[49]  K. F. Schroeder,et al.  Morphometric studies of the neuropathological changes in choreatic diseases , 1976, Journal of the Neurological Sciences.

[50]  P. Nicholson,et al.  Specific impedance of cerebral white matter. , 1965, Experimental neurology.

[51]  A. Benabid,et al.  Effect on parkinsonian signs and symptoms of bilateral subthalamic nucleus stimulation , 1995, The Lancet.

[52]  J. Gybels,et al.  Long-term Electrical Capsular Stimulation in Patients with Obsessive-Compulsive Disorder , 2003, Neurosurgery.

[53]  J. Speelman,et al.  A prospective comparison between three-dimensional magnetic resonance imaging and ventriculography for target-coordinate determination in frame-based functional stereotactic neurosurgery. , 1999, Journal of Neurosurgery.

[54]  A. Benabid,et al.  Subthalamic Nucleus Deep Brain Stimulation , 2000 .