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Viellard J, Bouali-Benazzouz R, Benazzouz A, Fossat P. Modulating Neural Circuits of Pain in Preclinical Models: Recent Insights for Future Therapeutics. Cells 2024; 13:997. [PMID: 38920628 PMCID: PMC11202162 DOI: 10.3390/cells13120997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/05/2024] [Accepted: 06/06/2024] [Indexed: 06/27/2024] Open
Abstract
Chronic pain is a pathological state defined as daily pain sensation over three consecutive months. It affects up to 30% of the general population. Although significant research efforts have been made in the past 30 years, only a few and relatively low effective molecules have emerged to treat chronic pain, with a considerable translational failure rate. Most preclinical models have focused on sensory neurotransmission, with particular emphasis on the dorsal horn of the spinal cord as the first relay of nociceptive information. Beyond impaired nociceptive transmission, chronic pain is also accompanied by numerous comorbidities, such as anxiety-depressive disorders, anhedonia and motor and cognitive deficits gathered under the term "pain matrix". The emergence of cutting-edge techniques assessing specific neuronal circuits allow in-depth studies of the connections between "pain matrix" circuits and behavioural outputs. Pain behaviours are assessed not only by reflex-induced responses but also by various or more complex behaviours in order to obtain the most complete picture of an animal's pain state. This review summarises the latest findings on pain modulation by brain component of the pain matrix and proposes new opportunities to unravel the mechanisms of chronic pain.
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Affiliation(s)
- Juliette Viellard
- Université de Bordeaux, UMR 5293, F-33076 Bordeaux, France
- CNRS, Institut des Maladies Neurodégénératives, UMR 5293, F-33000 Bordeaux, France
| | - Rabia Bouali-Benazzouz
- Université de Bordeaux, UMR 5293, F-33076 Bordeaux, France
- CNRS, Institut des Maladies Neurodégénératives, UMR 5293, F-33000 Bordeaux, France
| | - Abdelhamid Benazzouz
- Université de Bordeaux, UMR 5293, F-33076 Bordeaux, France
- CNRS, Institut des Maladies Neurodégénératives, UMR 5293, F-33000 Bordeaux, France
| | - Pascal Fossat
- Université de Bordeaux, UMR 5293, F-33076 Bordeaux, France
- CNRS, Institut des Maladies Neurodégénératives, UMR 5293, F-33000 Bordeaux, France
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Camacho-Hernández P, Lorea-Hernández JJ, Pinedo-Vargas L, Peña-Ortega F. Perinatal inflammation and gestational intermittent hypoxia disturbs respiratory rhythm generation and long-term facilitation in vitro: partial protection by acute minocycline. Respir Physiol Neurobiol 2021; 297:103829. [PMID: 34921999 DOI: 10.1016/j.resp.2021.103829] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 10/31/2021] [Accepted: 12/13/2021] [Indexed: 01/04/2023]
Abstract
Perinatal inflammation triggers breathing disturbances early in life and affects the respiratory adaptations to challenging conditions, including the generation of amplitude long-term facilitation (LTF) by acute intermittent hypoxia (AIH). Some of these effects can be avoided by anti-inflammatory treatments like minocycline. Since little is known about the effects of perinatal inflammation on the inspiratory rhythm generator, located in the preBötzinger complex (preBötC), we tested the impact of acute lipopolysaccharide (LPS) systemic administration (sLPS), as well as gestational LPS (gLPS) and gestational chronic IH (gCIH), on respiratory rhythm generation and its long-term response to AIH in a brainstem slice preparation from neonatal mice. We also evaluated whether acute minocycline administration could influence these effects. We found that perinatal inflammation induced by sLPS or gLPS, as well as gCIH, modulate the frequency, signal-to-noise ratio and/or amplitude (and their regularity) of the respiratory rhythm recorded from the preBötC in the brainstem slice. Moreover, all these perinatal conditions inhibited frequency LTF and amplitude long-term depression (LTD); gCIH even induced frequency LTD of the respiratory rhythm after AIH. Some of the alterations were not observed in slices pre-treated in vitro with minocycline, when compared with slices obtained from naïve pups, suggesting that ongoing inflammatory conditions affect respiratory rhythm generation and its plasticity. Thus, it is likely that alterations in the inspiratory rhythm generator and its adaptive responses could contribute to the respiratory disturbances observed in neonates that suffered from perinatal inflammatory challenges.
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Affiliation(s)
- Polet Camacho-Hernández
- Departamento de Neurobiología del Desarrollo y Neurofisiología, Instituto de Neurobiología, Universidad Nacional Autónoma de México, Juriquilla, Querétaro, Mexico
| | - Jonathan Julio Lorea-Hernández
- Departamento de Neurobiología del Desarrollo y Neurofisiología, Instituto de Neurobiología, Universidad Nacional Autónoma de México, Juriquilla, Querétaro, Mexico
| | - Laura Pinedo-Vargas
- Departamento de Neurobiología del Desarrollo y Neurofisiología, Instituto de Neurobiología, Universidad Nacional Autónoma de México, Juriquilla, Querétaro, Mexico
| | - Fernando Peña-Ortega
- Departamento de Neurobiología del Desarrollo y Neurofisiología, Instituto de Neurobiología, Universidad Nacional Autónoma de México, Juriquilla, Querétaro, Mexico.
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Proskurina EY, Zaitsev AV. Photostimulation activates fast-spiking interneurons and pyramidal cells in the entorhinal cortex of Thy1-ChR2-YFP line 18 mice. Biochem Biophys Res Commun 2021; 580:87-92. [PMID: 34627001 DOI: 10.1016/j.bbrc.2021.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 10/01/2021] [Indexed: 10/20/2022]
Abstract
The application of optogenetics in animals has provided new insights into both fundamental neuroscience and diseases of the nervous system. This is primarily due to the fact that optogenetics allows selectively activating or inhibiting particular types of neurons. One of the first transgenic mouse lines developed for the optogenetic experiment was Thy1-ChR2-YFP. Thy1 is an immunoglobulin superfamily member expressing in projection neurons, so it was assumed that channelrhodopsin-2 (ChR2) would be primarily expressed in projection neurons. However, the specificity of ChR2 expression under promoter Thy1 in different lines has to be clarified yet. Therefore, we aimed to determine the cell specificity of ChR2 expression in the entorhinal cortex of Thy1-ChR2-YFP line 18 mice. We have found that both pyramidal cells and fast-spiking interneurons in deep layers of the entorhinal cortex depolarized and fired in response to 470-nm photostimulation. To exclude the effect of synaptic activation of interneurons by pyramidal cells, we used a selective antagonist of AMPA receptors. Under these conditions, inhibitory postsynaptic currents decreased but did not disappear completely. Furthermore, gabazine inhibited these postsynaptic currents entirely, thus confirming the direct activation of interneurons by light. These data demonstrate that ChR2 is expressed in both pyramidal neurons and fast-spiking interneurons of the entorhinal cortex in Thy1-ChR2-YFP mice.
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Affiliation(s)
- Elena Y Proskurina
- Sechenov Institute of Evolutionary Physiology and Biochemistry of RAS, 44, Toreza Prospekt, St. Petersburg, 194223, Russia; Almazov National Medical Research Centre, Institute of Experimental Medicine, 2 Akkuratova Street, St. Petersburg, 197341, Russia.
| | - Aleksey V Zaitsev
- Sechenov Institute of Evolutionary Physiology and Biochemistry of RAS, 44, Toreza Prospekt, St. Petersburg, 194223, Russia.
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Study on the Regulation Effect of Optogenetic Technology on LFP of the Basal Ganglia Nucleus in Rotenone-Treated Rats. Neural Plast 2021; 2021:9938566. [PMID: 34367273 PMCID: PMC8342173 DOI: 10.1155/2021/9938566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/28/2021] [Indexed: 11/18/2022] Open
Abstract
Background Parkinson's disease (PD) is a common neurological degenerative disease that cannot be completely cured, although drugs can improve or alleviate its symptoms. Optogenetic technology, which stimulates or inhibits neurons with excellent spatial and temporal resolution, provides a new idea and approach for the precise treatment of Parkinson's disease. However, the neural mechanism of photogenetic regulation remains unclear. Objective In this paper, we want to study the nonlinear features of EEG signals in the striatum and globus pallidus through optogenetic stimulation of the substantia nigra compact part. Methods Rotenone was injected stereotactically into the substantia nigra compact area and ventral tegmental area of SD rats to construct rotenone-treated rats. Then, for the optogenetic manipulation, we injected adeno-associated virus expressing channelrhodopsin to stimulate the globus pallidus and the striatum with a 1 mW blue light and collected LFP signals before, during, and after light stimulation. Finally, the collected LFP signals were analyzed by using nonlinear dynamic algorithms. Results After observing the behavior and brain morphology, 16 models were finally determined to be successful. LFP results showed that approximate entropy and fractal dimension of rats in the control group were significantly greater than those in the experimental group after light treatment (p < 0.05). The LFP nonlinear features in the globus pallidus and striatum of rotenone-treated rats showed significant statistical differences before and after light stimulation (p < 0.05). Conclusion Optogenetic technology can regulate the characteristic value of LFP signals in rotenone-treated rats to a certain extent. Approximate entropy and fractal dimension algorithm can be used as an effective index to study LFP changes in rotenone-treated rats.
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Mabil P, Huidobro N, Flores A, Manjarrez E. Potential role of noise to improve intracortical microstimulation in tactile neuroprostheses. Neural Regen Res 2021; 16:1533-1534. [PMID: 33433469 PMCID: PMC8323671 DOI: 10.4103/1673-5374.303018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Affiliation(s)
- Pedro Mabil
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, CP, México
| | - Nayeli Huidobro
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, CP, México
| | - Amira Flores
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, CP, México
| | - Elias Manjarrez
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, CP, México
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Güngör CB, Töreyin H. Facilitating stochastic resonance as a pre-emphasis method for neural spike detection. J Neural Eng 2020; 17:046047. [DOI: 10.1088/1741-2552/abae8a] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Mabil P, Huidobro N, Torres-Ramirez O, Flores-Hernandez J, Flores A, Gutierrez R, Manjarrez E. Noisy Light Augments the Na + Current in Somatosensory Pyramidal Neurons of Optogenetic Transgenic Mice. Front Neurosci 2020; 14:490. [PMID: 32528244 PMCID: PMC7263390 DOI: 10.3389/fnins.2020.00490] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 04/20/2020] [Indexed: 12/26/2022] Open
Abstract
In previous reports, we developed a method to apply Brownian optogenetic noise-photostimulation (BONP, 470 nm) up to 0.67 mW on the barrel cortex of in vivo ChR2 transgenic mice. In such studies, we found that the BONP produces an increase in the evoked field potentials and the neuronal responses of pyramidal neurons induced by somatosensory mechanical stimulation. Here we extended such findings by examining whether the same type of BONP augments the Na+ current amplitude elicited by voltage-clamp ramps of dissociated pyramidal neurons from the somatosensory cortex of ChR2 transgenic and wild type mice. We found that in all neurons from the ChR2 transgenic mice, but none of the wild type mice, the peak amplitude of a TTX-sensitive Na+ current and its inverse of latency exhibited inverted U-like graphs as a function of the BONP level. It means that an intermediate level of BONP increases both the peak amplitude of the Na+ current and its inverse of latency. Our research suggests that the impact of BONP on the Na+ channels of pyramidal neurons could be associated with the observed augmentation-effects in our previous in vivo preparation. Moreover, it provides caution information for the use of an appropriate range of light intensity, <0.67 mW, which could avoid opto non-genetics (also termed “optonongenetic”) related responses due to light-induced temperature changes.
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Affiliation(s)
- Pedro Mabil
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico
| | - Nayeli Huidobro
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico.,Decanato de Ciencias Biológicas, Universidad Popular Autónoma del Estado de Puebla (UPAEP), Puebla, Mexico
| | - Oswaldo Torres-Ramirez
- Laboratory of Neuromodulation, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico
| | - Jorge Flores-Hernandez
- Laboratory of Neuromodulation, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico
| | - Amira Flores
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico
| | - Ranier Gutierrez
- Departamento de Farmacología, CINVESTAV-IPN, Mexico City, Mexico
| | - Elias Manjarrez
- Laboratory of Integrative Neurophysiology, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico
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Pisarchik AN, Maksimenko VA, Andreev AV, Frolov NS, Makarov VV, Zhuravlev MO, Runnova AE, Hramov AE. Coherent resonance in the distributed cortical network during sensory information processing. Sci Rep 2019; 9:18325. [PMID: 31797968 PMCID: PMC6892867 DOI: 10.1038/s41598-019-54577-1] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 11/15/2019] [Indexed: 01/10/2023] Open
Abstract
Neuronal brain network is a distributed computing system, whose architecture is dynamically adjusted to provide optimal performance of sensory processing. A small amount of visual information needed effortlessly be processed, activates neural activity in occipital and parietal areas. Conversely, a visual task which requires sustained attention to process a large amount of sensory information, involves a set of long-distance connections between parietal and frontal areas coordinating the activity of these distant brain regions. We demonstrate that while neural interactions result in coherence, the strongest connection is achieved through coherence resonance induced by adjusting intrinsic brain noise.
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Affiliation(s)
- Alexander N Pisarchik
- Center for Biomedical Technology, Technical University of Madrid, Pozuelo de Alarcón, Madrid, Spain
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia
| | - Vladimir A Maksimenko
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia
| | - Andrey V Andreev
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia
| | - Nikita S Frolov
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia
| | - Vladimir V Makarov
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia
| | - Maxim O Zhuravlev
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia
| | - Anastasija E Runnova
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia
| | - Alexander E Hramov
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Component, Innopolis University, 1 Universitetskaya str., Innopolis, The Republic of Tatarstan, Russia.
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Remedios L, Mabil P, Flores-Hernández J, Torres-Ramírez O, Huidobro N, Castro G, Cervantes L, Tapia JA, De la Torre Valdovinos B, Manjarrez E. Effects of Short-Term Random Noise Electrical Stimulation on Dissociated Pyramidal Neurons from the Cerebral Cortex. Neuroscience 2019; 404:371-386. [PMID: 30703508 DOI: 10.1016/j.neuroscience.2019.01.035] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 01/06/2019] [Accepted: 01/21/2019] [Indexed: 10/27/2022]
Abstract
Transcranial random noise electrical stimulation (tRNS) of the human brain is a non-invasive technique that can be employed to increase the excitability of the cerebral cortex; however, the physiological mechanisms remain unclear. Here we report for the first time the effects of short-term (250 ms) random noise electrical stimulation (RNS) on in-vitro acutely-isolated brain pyramidal neurons from the somatosensory and auditory cerebral cortex. We analyzed the correlation between the peak amplitude of the Na+ current and its latency for different levels of RNS. We found three groups of neurons. The first group exhibited a positive correlation, the second, a negative correlation, and the third group of neurons did not exhibit correlation. In the first group, both the peak amplitude of a TTX-sensitive Na+ current and its inverse of latency followed similar inverted U-like functions relative to the electrical RNS level. In this group, the RNS levels in which the maximal values of the inverted U-like functions occurred were the same. In the second group, the maximal values of the inverted U-like functions occurred at different levels. In the third group, only the peak amplitude of the Na+ current exhibited a clear inverted U-like function, but the inverse of the latency versus the electrical RNS, did not exhibit a clear inverted U-like function. A Hodgkin-Huxley neuron model reproduces our experimental results and shows that the observed behavior in the Na+ current could be due to the impact of RNS on the kinetics of activation and inactivation of the Na+ channels.
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Affiliation(s)
- Leonardo Remedios
- Facultad de Cs. Físico-Matemáticas, Av. San Claudio y 18 sur, Ciudad Universitaria, CP 72570, Puebla, Pue., Mexico
| | - Pedro Mabil
- Laboratorio de Neurofisiología Integrativa, Instituto de Fisiología, 14 sur 6301, Col. San Manuel, C.P. 72570, Puebla, Pue., Mexico
| | - Jorge Flores-Hernández
- Laboratorio de Neuromodulación, Instituto de Fisiología, 14 sur 6301, Col. San Manuel, C.P. 72570, Puebla, Pue., Mexico
| | - Oswaldo Torres-Ramírez
- Laboratorio de Neuromodulación, Instituto de Fisiología, 14 sur 6301, Col. San Manuel, C.P. 72570, Puebla, Pue., Mexico
| | - Nayeli Huidobro
- Laboratorio de Neurofisiología Integrativa, Instituto de Fisiología, 14 sur 6301, Col. San Manuel, C.P. 72570, Puebla, Pue., Mexico
| | - Gerardo Castro
- Laboratorio de Neurofisiología Integrativa, Instituto de Fisiología, 14 sur 6301, Col. San Manuel, C.P. 72570, Puebla, Pue., Mexico
| | - Lucia Cervantes
- Facultad de Cs. Físico-Matemáticas, Av. San Claudio y 18 sur, Ciudad Universitaria, CP 72570, Puebla, Pue., Mexico
| | - Jesus A Tapia
- Escuela de Biología, Benemérita Universidad Autónoma de Puebla, Puebla, Puebla, Mexico
| | | | - Elias Manjarrez
- Laboratorio de Neurofisiología Integrativa, Instituto de Fisiología, 14 sur 6301, Col. San Manuel, C.P. 72570, Puebla, Pue., Mexico.
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van der Groen O, Tang MF, Wenderoth N, Mattingley JB. Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making. PLoS Comput Biol 2018; 14:e1006301. [PMID: 30020922 PMCID: PMC6066257 DOI: 10.1371/journal.pcbi.1006301] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Revised: 07/30/2018] [Accepted: 06/14/2018] [Indexed: 12/11/2022] Open
Abstract
Perceptual decision-making relies on the gradual accumulation of noisy sensory evidence. It is often assumed that such decisions are degraded by adding noise to a stimulus, or to the neural systems involved in the decision making process itself. But it has been suggested that adding an optimal amount of noise can, under appropriate conditions, enhance the quality of subthreshold signals in nonlinear systems, a phenomenon known as stochastic resonance. Here we asked whether perceptual decisions made by human observers obey these stochastic resonance principles, by adding noise directly to the visual cortex using transcranial random noise stimulation (tRNS) while participants judged the direction of coherent motion in random-dot kinematograms presented at the fovea. We found that adding tRNS bilaterally to visual cortex enhanced decision-making when stimuli were just below perceptual threshold, but not when they were well below or above threshold. We modelled the data under a drift diffusion framework, and showed that bilateral tRNS selectively increased the drift rate parameter, which indexes the rate of evidence accumulation. Our study is the first to provide causal evidence that perceptual decision-making is susceptible to a stochastic resonance effect induced by tRNS, and to show that this effect arises from selective enhancement of the rate of evidence accumulation for sub-threshold sensory events.
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Affiliation(s)
- Onno van der Groen
- Neural Control of Movement Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
- * E-mail:
| | - Matthew F. Tang
- Queensland Brain Institute, The University of Queensland, St Lucia, Queensland, Australia
| | - Nicole Wenderoth
- Neural Control of Movement Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Jason B. Mattingley
- Queensland Brain Institute, The University of Queensland, St Lucia, Queensland, Australia
- School of Psychology, The University of Queensland, St Lucia, Queensland, Australia
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Joseph K, Mottaghi S, Christ O, Feuerstein TJ, Hofmann UG. When the Ostrich-Algorithm Fails: Blanking Method Affects Spike Train Statistics. Front Neurosci 2018; 12:293. [PMID: 29780301 PMCID: PMC5946007 DOI: 10.3389/fnins.2018.00293] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 04/13/2018] [Indexed: 11/13/2022] Open
Abstract
Modern electroceuticals are bound to employ the usage of electrical high frequency (130-180 Hz) stimulation carried out under closed loop control, most prominent in the case of movement disorders. However, particular challenges are faced when electrical recordings of neuronal tissue are carried out during high frequency electrical stimulation, both in-vivo and in-vitro. This stimulation produces undesired artifacts and can render the recorded signal only partially useful. The extent of these artifacts is often reduced by temporarily grounding the recording input during stimulation pulses. In the following study, we quantify the effects of this method, "blanking," on the spike count and spike train statistics. Starting from a theoretical standpoint, we calculate a loss in the absolute number of action potentials, depending on: width of the blanking window, frequency of stimulation, and intrinsic neuronal activity. These calculations were then corroborated by actual high signal to noise ratio (SNR) single cell recordings. We state that, for clinically relevant frequencies of 130 Hz (used for movement disorders) and realistic blanking windows of 2 ms, up to 27% of actual existing spikes are lost. We strongly advice cautioned use of the blanking method when spike rate quantification is attempted. Impact statement Blanking (artifact removal by temporarily grounding input), depending on recording parameters, can lead to significant spike loss. Very careful use of blanking circuits is advised.
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Affiliation(s)
- Kevin Joseph
- Section for Neuroelectronic Systems, Clinic for Neurosurgery, Medical Center- University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Soheil Mottaghi
- Section for Neuroelectronic Systems, Clinic for Neurosurgery, Medical Center- University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Olaf Christ
- Section for Neuroelectronic Systems, Clinic for Neurosurgery, Medical Center- University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Thomas J Feuerstein
- Section for Neuroelectronic Systems, Clinic for Neurosurgery, Medical Center- University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Ulrich G Hofmann
- Section for Neuroelectronic Systems, Clinic for Neurosurgery, Medical Center- University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Freiburg Institute for Advanced Studies, University of Freiburg, Freiburg, Germany
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