Cargando…

How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation

Several brain diseases are characterized by abnormally strong neuronal synchrony. Coordinated Reset (CR) stimulation was computationally designed to specifically counteract abnormal neuronal synchronization processes by desynchronization. In the presence of spike-timing-dependent plasticity (STDP) t...

Descripción completa

Detalles Bibliográficos
Autores principales: Manos, Thanos, Zeitler, Magteld, Tass, Peter A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5963814/
https://www.ncbi.nlm.nih.gov/pubmed/29746458
http://dx.doi.org/10.1371/journal.pcbi.1006113
_version_ 1783325084905111552
author Manos, Thanos
Zeitler, Magteld
Tass, Peter A.
author_facet Manos, Thanos
Zeitler, Magteld
Tass, Peter A.
author_sort Manos, Thanos
collection PubMed
description Several brain diseases are characterized by abnormally strong neuronal synchrony. Coordinated Reset (CR) stimulation was computationally designed to specifically counteract abnormal neuronal synchronization processes by desynchronization. In the presence of spike-timing-dependent plasticity (STDP) this may lead to a decrease of synaptic excitatory weights and ultimately to an anti-kindling, i.e. unlearning of abnormal synaptic connectivity and abnormal neuronal synchrony. The long-lasting desynchronizing impact of CR stimulation has been verified in pre-clinical and clinical proof of concept studies. However, as yet it is unclear how to optimally choose the CR stimulation frequency, i.e. the repetition rate at which the CR stimuli are delivered. This work presents the first computational study on the dependence of the acute and long-term outcome on the CR stimulation frequency in neuronal networks with STDP. For this purpose, CR stimulation was applied with Rapidly Varying Sequences (RVS) as well as with Slowly Varying Sequences (SVS) in a wide range of stimulation frequencies and intensities. Our findings demonstrate that acute desynchronization, achieved during stimulation, does not necessarily lead to long-term desynchronization after cessation of stimulation. By comparing the long-term effects of the two different CR protocols, the RVS CR stimulation turned out to be more robust against variations of the stimulation frequency. However, SVS CR stimulation can obtain stronger anti-kindling effects. We revealed specific parameter ranges that are favorable for long-term desynchronization. For instance, RVS CR stimulation at weak intensities and with stimulation frequencies in the range of the neuronal firing rates turned out to be effective and robust, in particular, if no closed loop adaptation of stimulation parameters is (technically) available. From a clinical standpoint, this may be relevant in the context of both invasive as well as non-invasive CR stimulation.
format Online
Article
Text
id pubmed-5963814
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-59638142018-06-02 How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation Manos, Thanos Zeitler, Magteld Tass, Peter A. PLoS Comput Biol Research Article Several brain diseases are characterized by abnormally strong neuronal synchrony. Coordinated Reset (CR) stimulation was computationally designed to specifically counteract abnormal neuronal synchronization processes by desynchronization. In the presence of spike-timing-dependent plasticity (STDP) this may lead to a decrease of synaptic excitatory weights and ultimately to an anti-kindling, i.e. unlearning of abnormal synaptic connectivity and abnormal neuronal synchrony. The long-lasting desynchronizing impact of CR stimulation has been verified in pre-clinical and clinical proof of concept studies. However, as yet it is unclear how to optimally choose the CR stimulation frequency, i.e. the repetition rate at which the CR stimuli are delivered. This work presents the first computational study on the dependence of the acute and long-term outcome on the CR stimulation frequency in neuronal networks with STDP. For this purpose, CR stimulation was applied with Rapidly Varying Sequences (RVS) as well as with Slowly Varying Sequences (SVS) in a wide range of stimulation frequencies and intensities. Our findings demonstrate that acute desynchronization, achieved during stimulation, does not necessarily lead to long-term desynchronization after cessation of stimulation. By comparing the long-term effects of the two different CR protocols, the RVS CR stimulation turned out to be more robust against variations of the stimulation frequency. However, SVS CR stimulation can obtain stronger anti-kindling effects. We revealed specific parameter ranges that are favorable for long-term desynchronization. For instance, RVS CR stimulation at weak intensities and with stimulation frequencies in the range of the neuronal firing rates turned out to be effective and robust, in particular, if no closed loop adaptation of stimulation parameters is (technically) available. From a clinical standpoint, this may be relevant in the context of both invasive as well as non-invasive CR stimulation. Public Library of Science 2018-05-10 /pmc/articles/PMC5963814/ /pubmed/29746458 http://dx.doi.org/10.1371/journal.pcbi.1006113 Text en © 2018 Manos et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Manos, Thanos
Zeitler, Magteld
Tass, Peter A.
How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation
title How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation
title_full How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation
title_fullStr How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation
title_full_unstemmed How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation
title_short How stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation
title_sort how stimulation frequency and intensity impact on the long-lasting effects of coordinated reset stimulation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5963814/
https://www.ncbi.nlm.nih.gov/pubmed/29746458
http://dx.doi.org/10.1371/journal.pcbi.1006113
work_keys_str_mv AT manosthanos howstimulationfrequencyandintensityimpactonthelonglastingeffectsofcoordinatedresetstimulation
AT zeitlermagteld howstimulationfrequencyandintensityimpactonthelonglastingeffectsofcoordinatedresetstimulation
AT tasspetera howstimulationfrequencyandintensityimpactonthelonglastingeffectsofcoordinatedresetstimulation