Literature DB >> 21990162

From Parkinsonian thalamic activity to restoring thalamic relay using deep brain stimulation: new insights from computational modeling.

H G E Meijer1, M Krupa, H Cagnan, M A J Lourens, T Heida, H C F Martens, L J Bour, S A van Gils.   

Abstract

We present a computational model of a thalamocortical relay neuron for exploring basal ganglia thalamocortical loop behavior in relation to Parkinson's disease and deep brain stimulation (DBS). Previous microelectrode, single-unit recording studies demonstrated that oscillatory interaction within and between basal ganglia nuclei is very often accompanied by synchronization at Parkinsonian rest tremor frequencies (3-10 Hz). These oscillations have a profound influence on thalamic projections and impair the thalamic relaying of cortical input by generating rebound action potentials. Our model describes convergent inhibitory input received from basal ganglia by the thalamocortical cells based on characteristics of normal activity, and/or low-frequency oscillations (activity associated with Parkinson's disease). In addition to simulated input, we also used microelectrode recordings as inputs for the model. In the resting state, and without additional sensorimotor input, pathological rebound activity is generated for even mild Parkinsonian input. We have found a specific stimulation window of amplitudes and frequencies for periodic input, which corresponds to high-frequency DBS, and which also suppresses rebound activity for mild and even more prominent Parkinsonian input. When low-frequency pathological rebound activity disables the thalamocortical cell's ability to relay excitatory cortical input, a stimulation signal with parameter settings corresponding to our stimulation window can restore the thalamocortical cell's relay functionality.

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Year:  2011        PMID: 21990162     DOI: 10.1088/1741-2560/8/6/066005

Source DB:  PubMed          Journal:  J Neural Eng        ISSN: 1741-2552            Impact factor:   5.379


  8 in total

Review 1.  Neural circuit modulation during deep brain stimulation at the subthalamic nucleus for Parkinson's disease: what have we learned from neuroimaging studies?

Authors:  Daniel L Albaugh; Yen-Yu Ian Shih
Journal:  Brain Connect       Date:  2013-12-18

Review 2.  Basal ganglia activity patterns in parkinsonism and computational modeling of their downstream effects.

Authors:  Jonathan E Rubin; Cameron C McIntyre; Robert S Turner; Thomas Wichmann
Journal:  Eur J Neurosci       Date:  2012-07       Impact factor: 3.386

3.  Role of cerebellar GABAergic dysfunctions in the origins of essential tremor.

Authors:  Xu Zhang; Sabato Santaniello
Journal:  Proc Natl Acad Sci U S A       Date:  2019-06-17       Impact factor: 11.205

4.  Using a hybrid neuron in physiologically inspired models of the basal ganglia.

Authors:  Corey M Thibeault; Narayan Srinivasa
Journal:  Front Comput Neurosci       Date:  2013-07-05       Impact factor: 2.380

5.  Physiological mechanisms of thalamic ventral intermediate nucleus stimulation for tremor suppression.

Authors:  Luka Milosevic; Suneil K Kalia; Mojgan Hodaie; Andres M Lozano; Milos R Popovic; William D Hutchison
Journal:  Brain       Date:  2018-07-01       Impact factor: 13.501

6.  Fitting of TC model according to key parameters affecting Parkinson's state based on improved particle swarm optimization algorithm.

Authors:  Chunhua Yuan; Xiangyu Li
Journal:  Sci Rep       Date:  2022-08-17       Impact factor: 4.996

7.  An attractor-based complexity measurement for Boolean recurrent neural networks.

Authors:  Jérémie Cabessa; Alessandro E P Villa
Journal:  PLoS One       Date:  2014-04-11       Impact factor: 3.240

Review 8.  Computational Modeling and Neuroimaging Techniques for Targeting during Deep Brain Stimulation.

Authors:  Jennifer A Sweet; Jonathan Pace; Fady Girgis; Jonathan P Miller
Journal:  Front Neuroanat       Date:  2016-06-30       Impact factor: 3.856

  8 in total

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