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Sen ZD, Chand T, Danyeli LV, Kumar VJ, Colic L, Li M, Yemisken M, Javaheripour N, Refisch A, Opel N, Macharadze T, Kretzschmar M, Ozkan E, Deliano M, Walter M. Author Correction: The effect of ketamine on affective modulation of the startle reflex and its resting-state brain correlates. Sci Rep 2023; 13:15836. [PMID: 37739990 PMCID: PMC10516868 DOI: 10.1038/s41598-023-42343-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/24/2023] Open
Affiliation(s)
- Zümrüt Duygu Sen
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, University Tübingen, Tübingen, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Tara Chand
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- Department of Clinical Psychology, Friedrich Schiller University Jena, Am Steiger 3-1, 07743, Jena, Germany
- Jindal Institute of Behavioural Sciences, O. P. Jindal Global University (Sonipat), Haryana, India
| | - Lena Vera Danyeli
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, University Tübingen, Tübingen, Germany
| | | | - Lejla Colic
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Meng Li
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Merve Yemisken
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
| | - Nooshin Javaheripour
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
| | - Alexander Refisch
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
| | - Nils Opel
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Tamar Macharadze
- Department of Anesthesiology and Intensive Care Medicine, Medical Faculty, Otto-Von-Guericke-Universität Magdeburg, Magdeburg, Germany
- Department Systems Physiology of Learning, Leibniz Institute for Neurobiology, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Moritz Kretzschmar
- Department of Anesthesiology and Intensive Care Medicine, OVGU, Magdeburg, Germany
| | - Esra Ozkan
- Koç University Research Center for Translational Medicine, Istanbul, Turkey
| | - Matthias Deliano
- Center for Behavioral Brain Sciences, Magdeburg, Germany.
- Leibniz Institute for Neurobiology, Magdeburg, Combinatorial NeuroImaging Core Facility, Brenneckestraße 6, 39118, Magdeburg, Germany.
| | - Martin Walter
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany.
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany.
- Department of Psychiatry and Psychotherapy, University Tübingen, Tübingen, Germany.
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany.
- Leibniz Institute for Neurobiology, Magdeburg, Germany.
- Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
- Center for Behavioral Brain Sciences, Magdeburg, Germany.
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Sen ZD, Chand T, Danyeli LV, Kumar VJ, Colic L, Li M, Yemisken M, Javaheripour N, Refisch A, Opel N, Macharadze T, Kretzschmar M, Ozkan E, Deliano M, Walter M. The effect of ketamine on affective modulation of the startle reflex and its resting-state brain correlates. Sci Rep 2023; 13:13323. [PMID: 37587171 PMCID: PMC10432502 DOI: 10.1038/s41598-023-40099-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 08/04/2023] [Indexed: 08/18/2023] Open
Abstract
Ketamine is a rapid-acting antidepressant that also influences neural reactivity to affective stimuli. However, the effect of ketamine on behavioral affective reactivity is yet to be elucidated. The affect-modulated startle reflex paradigm (AMSR) allows examining the valence-specific aspects of behavioral affective reactivity. We hypothesized that ketamine alters the modulation of the startle reflex during processing of unpleasant and pleasant stimuli and weakens the resting-state functional connectivity (rsFC) within the modulatory pathway, namely between the centromedial nucleus of the amygdala and nucleus reticularis pontis caudalis. In a randomized, double-blind, placebo-controlled, cross-over study, thirty-two healthy male participants underwent ultra-high field resting-state functional magnetic resonance imaging at 7 T before and 24 h after placebo and S-ketamine infusions. Participants completed the AMSR task at baseline and one day after each infusion. In contrast to our hypothesis, ketamine infusion did not impact startle potentiation during processing of unpleasant stimuli but resulted in diminished startle attenuation during processing of pleasant stimuli. This diminishment significantly correlated with end-of-infusion plasma levels of ketamine and norketamine. Furthermore, ketamine induced a decrease in rsFC within the modulatory startle reflex pathway. The results of this first study on the effect of ketamine on the AMSR suggest that ketamine might attenuate the motivational significance of pleasant stimuli in healthy participants one day after infusion.
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Affiliation(s)
- Zümrüt Duygu Sen
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, University Tübingen, Tübingen, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Tara Chand
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- Department of Clinical Psychology, Friedrich Schiller University Jena, Am Steiger 3-1, 07743, Jena, Germany
- Jindal Institute of Behavioural Sciences, O. P. Jindal Global University (Sonipat), Haryana, India
| | - Lena Vera Danyeli
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, University Tübingen, Tübingen, Germany
| | | | - Lejla Colic
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Meng Li
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Merve Yemisken
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
| | - Nooshin Javaheripour
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany
| | - Alexander Refisch
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
| | - Nils Opel
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany
| | - Tamar Macharadze
- Department of Anesthesiology and Intensive Care Medicine, Medical Faculty, Otto-Von-Guericke-Universität Magdeburg, Magdeburg, Germany
- Department Systems Physiology of Learning, Leibniz Institute for Neurobiology, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Moritz Kretzschmar
- Department of Anesthesiology and Intensive Care Medicine, Medical Faculty, Otto-Von-Guericke-Universität Magdeburg, Magdeburg, Germany
| | - Esra Ozkan
- Koç University Research Center for Translational Medicine, Istanbul, Turkey
| | - Matthias Deliano
- Center for Behavioral Brain Sciences, Magdeburg, Germany.
- Leibniz Institute for Neurobiology, Magdeburg, Combinatorial NeuroImaging Core Facility, Brenneckestraße 6, 39118, Magdeburg, Germany.
| | - Martin Walter
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07743, Jena, Germany.
- Clinical Affective Neuroimaging Laboratory (CANLAB), Magdeburg, Germany.
- Department of Psychiatry and Psychotherapy, University Tübingen, Tübingen, Germany.
- German Center for Mental Health (DZPG), Halle-Jena-Magdeburg Site, Jena, Germany.
- Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
- Center for Behavioral Brain Sciences, Magdeburg, Germany.
- Leibniz Institute for Neurobiology, Magdeburg, Germany.
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Deliano M, Seidel P, Vorwerk U, Stadler B, Angenstein N. Effect of cochlear implant side on early speech processing in adults with single-sided deafness. Clin Neurophysiol 2022; 140:29-39. [DOI: 10.1016/j.clinph.2022.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 04/22/2022] [Accepted: 05/04/2022] [Indexed: 11/03/2022]
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Buentjen L, Vicheva P, Chander BS, Beccard SA, Coutts C, Azañón E, Stenner MP, Deliano M. Spatial Filtering of Electroencephalography Reduces Artifacts and Enhances Signals Related to Spinal Cord Stimulation (SCS). Neuromodulation 2020; 24:1317-1326. [PMID: 32969569 DOI: 10.1111/ner.13266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 07/05/2020] [Accepted: 07/25/2020] [Indexed: 12/17/2022]
Abstract
OBJECTIVES How spinal cord stimulation (SCS) in its different modes suppresses pain is poorly understood. Mechanisms of action may reside locally in the spinal cord, but also involve a larger network including subcortical and cortical brain structures. Tonic, burst, and high-frequency modes of SCS can, in principle, entrain distinct temporal activity patterns in this network, but finally have to yield specific effects on pain suppression. Here, we employ high-density electroencephalography (EEG) and recently developed spatial filtering techniques to reduce SCS artifacts and to enhance EEG signals specifically related to neuromodulation by SCS. MATERIALS AND METHODS We recorded high-density resting-state EEGs in patients suffering from pain of various etiologies under different modes of SCS. We established a pipeline for the robust spectral analysis of oscillatory brain activity during SCS, which includes spatial filtering for attenuation of pulse artifacts and enhancement of brain activity potentially modulated by SCS. RESULTS In sensor regions responsive to SCS, neuromodulation strongly reduced activity in the theta and low alpha range (6-10 Hz) in all SCS modes. Results were consistent in all patients, and in accordance with thalamocortical dysrhythmia hypothesis of pain. Only in the tonic mode showing paresthesia as side effect, SCS also consistently and strongly reduced high-gamma activity (>84 Hz). CONCLUSIONS EEG spectral analysis combined with spatial filtering allows for a spatially and temporally specific assessment of SCS-related, neuromodulatory EEG activity, and may help to disentangle therapeutic and side effects of SCS.
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Affiliation(s)
- Lars Buentjen
- Department of Stereotactic Neurosurgery, University Hospital, Magdeburg, Germany
| | - Petya Vicheva
- Translational Behavioral Physiology Group, Combinatorial Neuroimaging Core Facility (CNI), Leibniz Institute for Neurobiology (LIN), Magdeburg, Germany
| | - B S Chander
- AG Physiology of Motor Control, Department of Behavioral Neurology, LIN, Magdeburg, Germany
| | | | - Christopher Coutts
- Department of Stereotactic Neurosurgery, University Hospital, Magdeburg, Germany
| | - Elena Azañón
- Somatosensory & Body Lab, Department of Psychology, Otto-von-Guericke-University, Magdeburg, Germany
| | - Max-Philipp Stenner
- AG Physiology of Motor Control, Department of Behavioral Neurology, LIN, Magdeburg, Germany
| | - Matthias Deliano
- Translational Behavioral Physiology Group, Combinatorial Neuroimaging Core Facility (CNI), Leibniz Institute for Neurobiology (LIN), Magdeburg, Germany
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Dürschmid S, Reichert C, Walter N, Hinrichs H, Heinze HJ, Ohl FW, Tononi G, Deliano M. Self-regulated critical brain dynamics originate from high frequency-band activity in the MEG. PLoS One 2020; 15:e0233589. [PMID: 32525940 PMCID: PMC7289413 DOI: 10.1371/journal.pone.0233589] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 05/08/2020] [Indexed: 11/18/2022] Open
Abstract
Brain function requires the flexible coordination of billions of neurons across multiple scales. This could be achieved by scale-free, critical dynamics balanced at the edge of order and disorder. Criticality has been demonstrated in several, often reduced neurophysiological model systems. In the intact human brain criticality has yet been only verified for the resting state. A more direct link between the concept of criticality and oscillatory brain physiology, which is strongly related to cognition, is yet missing. In the present study we therefore carried out a frequency-specific analysis of criticality in the MEG, recorded while subjects were in a defined cognitive state through mindfulness meditation. In a two-step approach we assessed whether the macroscopic neural avalanche dynamics is scale-free by evaluating the goodness of a power-law fits of cascade size and duration distributions of MEG deflections in different frequency bands. In a second step we determined the closeness of the power-law exponents to a critical value of -1.5. Power-law fitting was evaluated by permutation testing, fitting of alternative distributions, and cascade shape analysis. Criticality was verified by defined relationships of exponents of cascade size and duration distributions. Behavioral relevance of criticality was tested by correlation of indices of criticality with individual scores of the Mindful Attention Awareness Scale. We found that relevant scale-free near-critical dynamics originated only from broad-band high-frequency (> 100 Hz) MEG activity, which has been associated with action potential firing, and therefore links criticality on the macroscopic level of MEG to critical spike avalanches on a microscopic level. Whereas a scale-free dynamics was found under mindfulness meditation and rest, avalanche dynamics shifted towards a critical point during meditation by reduction of neural noise. Together with our finding that during mindfulness meditation avalanches show differences in topography relative to rest, our results show that self-regulated attention as required during meditation can serve as a control parameter of criticality in scale-free brain dynamics.
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Affiliation(s)
- Stefan Dürschmid
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology, Magdeburg, Germany.,Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Christoph Reichert
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology, Magdeburg, Germany.,Forschungscampus STIMULATE, Otto-von-Guericke University, Magdeburg, Germany.,CBBS-center of behavioral brain sciences, Otto-von-Guericke University, Magdeburg, Germany
| | - Nike Walter
- Research Section Applied Consciousness Science, Department of Psychosomatic Medicine, University Medical Center, Regensburg, Germany
| | - Hermann Hinrichs
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology, Magdeburg, Germany.,Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,Forschungscampus STIMULATE, Otto-von-Guericke University, Magdeburg, Germany.,CBBS-center of behavioral brain sciences, Otto-von-Guericke University, Magdeburg, Germany.,German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Hans-Jochen Heinze
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology, Magdeburg, Germany.,Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,Forschungscampus STIMULATE, Otto-von-Guericke University, Magdeburg, Germany.,CBBS-center of behavioral brain sciences, Otto-von-Guericke University, Magdeburg, Germany.,German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Frank W Ohl
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Dept. Systems Physiology of Learning (SPL), Leibniz Institute for Neurobiology (LIN), Magdeburg, Germany.,Institute of Biology (IBIO), Otto-von-Guericke University, Magdeburg, Germany
| | - Giulio Tononi
- Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.,Center for sleep and consciousness, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Matthias Deliano
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology, Magdeburg, Germany
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Deane KE, Brunk MGK, Curran AW, Zempeltzi MM, Ma J, Lin X, Abela F, Aksit S, Deliano M, Ohl FW, Happel MFK. Ketamine anaesthesia induces gain enhancement via recurrent excitation in granular input layers of the auditory cortex. J Physiol 2020; 598:2741-2755. [PMID: 32329905 DOI: 10.1113/jp279705] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 04/16/2020] [Indexed: 11/08/2022] Open
Abstract
KEY POINTS Ketamine is a common anaesthetic agent used in research and more recently as medication in treatment of depression. It has known effects on inhibition of interneurons and cortical stimulus-locked responses, but the underlying functional network mechanisms are still elusive. Analysing population activity across all layers within the auditory cortex, we found that doses of this anaesthetic induce a stronger activation and stimulus-locked response to pure-tone stimuli. This cortical response is driven by gain enhancement of thalamocortical input processing selectively within granular layers due to an increased recurrent excitation. Time-frequency analysis indicates a higher broadband magnitude response and prolonged phase coherence in granular layers, possibly pointing to disinhibition of this recurrent excitation. These results further the understanding of ketamine's functional mechanisms, which will improve the ability to interpret physiological studies moving from anaesthetized to awake paradigms and may lead to the development of better ketamine-based depression treatments with lower side effects. ABSTRACT Ketamine is commonly used as an anaesthetic agent and has more recently gained attention as an antidepressant. It has been linked to increased stimulus-locked excitability, inhibition of interneurons and modulation of intrinsic neuronal oscillations. However, the functional network mechanisms are still elusive. A better understanding of these anaesthetic network effects may improve upon previous interpretations of seminal studies conducted under anaesthesia and have widespread relevance for neuroscience with awake and anaesthetized subjects as well as in medicine. Here, we investigated the effects of anaesthetic doses of ketamine (15 mg kg-1 h-1 i.p.) on the network activity after pure-tone stimulation within the auditory cortex of male Mongolian gerbils (Meriones unguiculatus). We used laminar current source density (CSD) analysis and subsequent layer-specific continuous wavelet analysis to investigate spatiotemporal response dynamics on cortical columnar processing in awake and ketamine-anaesthetized animals. We found thalamocortical input processing within granular layers III/IV to be significantly increased under ketamine. This layer-dependent gain enhancement under ketamine was not due to changes in cross-trial phase coherence but was rather attributed to a broadband increase in magnitude reflecting an increase in recurrent excitation. A time-frequency analysis was indicative of a prolonged period of stimulus-induced excitation possibly due to a reduced coupling of excitation and inhibition in granular input circuits - in line with the common hypothesis of cortical disinhibition via suppression of GABAergic interneurons.
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Affiliation(s)
- Katrina E Deane
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany
| | | | - Andrew W Curran
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany.,Graduate School of Life Science, Julius Maximilians University, Würzburg, D-97074, Germany
| | | | - Jing Ma
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany
| | - Xiao Lin
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany
| | - Francesca Abela
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany.,University of Pisa, Pisa, I-56126, Italy
| | - Sümeyra Aksit
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany
| | | | - Frank W Ohl
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany.,Institute of Biology, Otto von Guericke University, Magdeburg, D-39120, Germany.,Center for Behavioral Brain Sciences (CBBS), Magdeburg, 39106, Germany
| | - Max F K Happel
- Leibniz Institute for Neurobiology, Magdeburg, D-39118, Germany.,Institute of Biology, Otto von Guericke University, Magdeburg, D-39120, Germany.,Center for Behavioral Brain Sciences (CBBS), Magdeburg, 39106, Germany
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Sikka A, Jamalabadi H, Krylova M, Alizadeh S, van der Meer JN, Danyeli L, Deliano M, Vicheva P, Hahn T, Koenig T, Bathula DR, Walter M. Investigating the temporal dynamics of electroencephalogram (EEG) microstates using recurrent neural networks. Hum Brain Mapp 2020; 41:2334-2346. [PMID: 32090423 PMCID: PMC7267981 DOI: 10.1002/hbm.24949] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 11/28/2019] [Accepted: 01/09/2020] [Indexed: 12/29/2022] Open
Abstract
Electroencephalogram (EEG) microstates that represent quasi‐stable, global neuronal activity are considered as the building blocks of brain dynamics. Therefore, the analysis of microstate sequences is a promising approach to understand fast brain dynamics that underlie various mental processes. Recent studies suggest that EEG microstate sequences are non‐Markovian and nonstationary, highlighting the importance of the sequential flow of information between different brain states. These findings inspired us to model these sequences using Recurrent Neural Networks (RNNs) consisting of long‐short‐term‐memory (LSTM) units to capture the complex temporal dependencies. Using an LSTM‐based auto encoder framework and different encoding schemes, we modeled the microstate sequences at multiple time scales (200–2,000 ms) aiming to capture stably recurring microstate patterns within and across subjects. We show that RNNs can learn underlying microstate patterns with high accuracy and that the microstate trajectories are subject invariant at shorter time scales (≤400 ms) and reproducible across sessions. Significant drop in the reconstruction accuracy was observed for longer sequence lengths of 2,000 ms. These findings indirectly corroborate earlier studies which indicated that EEG microstate sequences exhibit long‐range dependencies with finite memory content. Furthermore, we find that the latent representations learned by the RNNs are sensitive to external stimulation such as stress while the conventional univariate microstate measures (e.g., occurrence, mean duration, etc.) fail to capture such changes in brain dynamics. While RNNs cannot be configured to identify the specific discriminating patterns, they have the potential for learning the underlying temporal dynamics and are sensitive to sequence aberrations characterized by changes in metal processes. Empowered with the macroscopic understanding of the temporal dynamics that extends beyond short‐term interactions, RNNs offer a reliable alternative for exploring system level brain dynamics using EEG microstate sequences.
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Affiliation(s)
- Apoorva Sikka
- Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India
| | - Hamidreza Jamalabadi
- Department of Psychiatry and Psychotherapy, Division for Translational Psychiatry, University of Tübingen, Tübingen, Germany
| | - Marina Krylova
- Department of Psychiatry and Psychotherapy, Division for Translational Psychiatry, University of Tübingen, Tübingen, Germany
| | - Sarah Alizadeh
- Department of Psychiatry and Psychotherapy, Division for Translational Psychiatry, University of Tübingen, Tübingen, Germany
| | | | - Lena Danyeli
- Clinical Affective Neuroimaging Laboratory, Magdeburg, Germany.,Leibniz Institute for Neurobiology, Magdeburg, Germany
| | | | - Petya Vicheva
- Clinical Affective Neuroimaging Laboratory, Magdeburg, Germany.,Department of Psychiatry, Otto von Guericke University of Magdeburg, Magdeburg, Germany
| | - Tim Hahn
- Institute of Translational Psychiatry, University of Muenster, Muenster, Germany
| | - Thomas Koenig
- Translational Research Center, University Hospital of Psychiatry, University of Bern, Bern, Switzerland
| | - Deepti R Bathula
- Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India
| | - Martin Walter
- Department of Psychiatry and Psychotherapy, Division for Translational Psychiatry, University of Tübingen, Tübingen, Germany.,Clinical Affective Neuroimaging Laboratory, Magdeburg, Germany.,Leibniz Institute for Neurobiology, Magdeburg, Germany.,Max Planck Institute for biological cybernetics, Tübingen, Germany.,Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany
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8
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Brunk MGK, Deane KE, Kisse M, Deliano M, Vieweg S, Ohl FW, Lippert MT, Happel MFK. Optogenetic stimulation of the VTA modulates a frequency-specific gain of thalamocortical inputs in infragranular layers of the auditory cortex. Sci Rep 2019; 9:20385. [PMID: 31892726 PMCID: PMC6938496 DOI: 10.1038/s41598-019-56926-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 12/16/2019] [Indexed: 12/22/2022] Open
Abstract
Reward associations during auditory learning induce cortical plasticity in the primary auditory cortex. A prominent source of such influence is the ventral tegmental area (VTA), which conveys a dopaminergic teaching signal to the primary auditory cortex. Yet, it is unknown, how the VTA influences cortical frequency processing and spectral integration. Therefore, we investigated the temporal effects of direct optogenetic stimulation of the VTA onto spectral integration in the auditory cortex on a synaptic circuit level by current-source-density analysis in anesthetized Mongolian gerbils. While auditory lemniscal input predominantly terminates in the granular input layers III/IV, we found that VTA-mediated modulation of spectral processing is relayed by a different circuit, namely enhanced thalamic inputs to the infragranular layers Vb/VIa. Activation of this circuit yields a frequency-specific gain amplification of local sensory input and enhances corticocortical information transfer, especially in supragranular layers I/II. This effects persisted over more than 30 minutes after VTA stimulation. Altogether, we demonstrate that the VTA exhibits a long-lasting influence on sensory cortical processing via infragranular layers transcending the signaling of a mere reward-prediction error. We thereby demonstrate a cellular and circuit substrate for the influence of reinforcement-evaluating brain systems on sensory processing in the auditory cortex.
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Affiliation(s)
- Michael G K Brunk
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany.
| | - Katrina E Deane
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany
| | - Martin Kisse
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany
| | - Matthias Deliano
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany
| | - Silvia Vieweg
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany
| | - Frank W Ohl
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106, Magdeburg, Germany
- Institute for Biology, Otto-von-Guericke-University, 39120, Magdeburg, Germany
| | - Michael T Lippert
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106, Magdeburg, Germany
| | - Max F K Happel
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, 39118, Magdeburg, Germany.
- Institute for Biology, Otto-von-Guericke-University, 39120, Magdeburg, Germany.
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9
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Deliano M, Brunk MGK, El-Tabbal M, Zempeltzi MM, Happel MFK, Ohl FW. Dopaminergic neuromodulation of high gamma stimulus phase-locking in gerbil primary auditory cortex mediated by D1/D5-receptors. Eur J Neurosci 2018. [PMID: 29514417 DOI: 10.1111/ejn.13898] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Cortical release of the neurotransmitter dopamine has been implied in adapting cortical processing with respect to various functions including coding of stimulus salience, expectancy, error prediction, behavioral relevance and learning. Dopamine agonists have been shown to modulate recurrent cortico-thalamic feedback, and should therefore also affect synchronization and amplitude of thalamo-cortical oscillations. In this study, we have used multitaper spectral and time-frequency analysis of stimulus-evoked and spontaneous current source density patterns in primary auditory cortex of Mongolian gerbils to characterize dopaminergic neuromodulation of the oscillatory structure of current sources and sinks. We systemically applied D1/D5-receptor agonist SKF-38393 followed by competitive D1/D5-receptor antagonist SCH-23390. Our results reveal an increase in stimulus phase-locking in the high gamma-band (88-97 Hz) by SKF-38393, specifically in layers III/IV at the best frequency, which occurred at 20 ms after tone onset, and was reversed by SCH-23390. However, changes in induced oscillatory power after SKF-38393 treatment occurred stimulus-independently in the background activity in different layers than phase-locking effects and were not reversed by SCH-23390. These effects might either reflect longer-lasting changes in neural background noise, non-specific changes due to ketamine anesthesia, or an interaction of both. Without concomitant stimulus-induced power increase, increased stimulus phase-locking in layers III/IV indicates enhanced phase-resetting of neural oscillations by the stimulus after D1/D5-receptor activation. The frequency characteristics, together with the demonstrated stimulus specificity and layer specificity, suggest that changes in phase-resetting originate from dopaminergic neuromodulation of thalamo-cortical interactions. Enhanced phase-resetting might be a key step in the recruitment of cortical activity modes interpreting sensory input.
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Affiliation(s)
- Matthias Deliano
- Department Systems Physiology of Learning (SPL), Leibniz Institute for Neurobiology (LIN), Brenneckestr. 6, Magdeburg, 39118, Germany
| | - Michael G K Brunk
- Department Systems Physiology of Learning (SPL), Leibniz Institute for Neurobiology (LIN), Brenneckestr. 6, Magdeburg, 39118, Germany
| | - Mohamed El-Tabbal
- Department Systems Physiology of Learning (SPL), Leibniz Institute for Neurobiology (LIN), Brenneckestr. 6, Magdeburg, 39118, Germany
| | - Maria M Zempeltzi
- Department Systems Physiology of Learning (SPL), Leibniz Institute for Neurobiology (LIN), Brenneckestr. 6, Magdeburg, 39118, Germany
| | - Max F K Happel
- Department Systems Physiology of Learning (SPL), Leibniz Institute for Neurobiology (LIN), Brenneckestr. 6, Magdeburg, 39118, Germany
| | - Frank W Ohl
- Department Systems Physiology of Learning (SPL), Leibniz Institute for Neurobiology (LIN), Brenneckestr. 6, Magdeburg, 39118, Germany.,Otto von Guericke University (OVGU), Magdeburg, Germany.,Center for Behavioral Brain Sciences (OVGU), Magdeburg, Germany
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10
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Angus DJ, Latham AJ, Harmon‐Jones E, Deliano M, Balleine B, Braddon‐Mitchell D. Electrocortical components of anticipation and consumption in a monetary incentive delay task. Psychophysiology 2017; 54:1686-1705. [DOI: 10.1111/psyp.12913] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 04/19/2017] [Accepted: 06/02/2017] [Indexed: 11/28/2022]
Affiliation(s)
- Douglas J. Angus
- School of PsychologyUniversity of New South WalesSydney Australia
| | - Andrew J. Latham
- School of PhilosophyUniversity of SydneySydney Australia
- Brain & Mind Research Institute, University of SydneySydney Australia
| | | | - Matthias Deliano
- Department SystemphysiologyLeibniz Institute for NeurobiologyMagdeburg Germany
| | - Bernard Balleine
- School of PsychologyUniversity of New South WalesSydney Australia
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11
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Deike S, Deliano M, Brechmann A. Probing neural mechanisms underlying auditory stream segregation in humans by transcranial direct current stimulation (tDCS). Neuropsychologia 2016; 91:262-267. [PMID: 27546076 DOI: 10.1016/j.neuropsychologia.2016.08.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Revised: 08/15/2016] [Accepted: 08/17/2016] [Indexed: 11/27/2022]
Abstract
One hypothesis concerning the neural underpinnings of auditory streaming states that frequency tuning of tonotopically organized neurons in primary auditory fields in combination with physiological forward suppression is necessary for the separation of representations of high-frequency A and low-frequency B tones. The extent of spatial overlap between the tonotopic activations of A and B tones is thought to underlie the perceptual organization of streaming sequences into one coherent or two separate streams. The present study attempts to interfere with these mechanisms by transcranial direct current stimulation (tDCS) and to probe behavioral outcomes reflecting the perception of ABAB streaming sequences. We hypothesized that tDCS by modulating cortical excitability causes a change in the separateness of the representations of A and B tones, which leads to a change in the proportions of one-stream and two-stream percepts. To test this, 22 subjects were presented with ambiguous ABAB sequences of three different frequency separations (∆F) and had to decide on their current percept after receiving sham, anodal, or cathodal tDCS over the left auditory cortex. We could confirm our hypothesis at the most ambiguous ∆F condition of 6 semitones. For anodal compared with sham and cathodal stimulation, we found a significant decrease in the proportion of two-stream perception and an increase in the proportion of one-stream perception. The results demonstrate the feasibility of using tDCS to probe mechanisms underlying auditory streaming through the use of various behavioral measures. Moreover, this approach allows one to probe the functions of auditory regions and their interactions with other processing stages.
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Affiliation(s)
- Susann Deike
- Special Lab Non-invasive Brain Imaging, Leibniz Institute for Neurobiology, Brenneckestr. 6, 39118 Magdeburg, Germany.
| | - Matthias Deliano
- Department of Systems Physiology of Learning, Leibniz Institute for Neurobiology, Brenneckestr. 6, 39118 Magdeburg, Germany
| | - André Brechmann
- Special Lab Non-invasive Brain Imaging, Leibniz Institute for Neurobiology, Brenneckestr. 6, 39118 Magdeburg, Germany
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Deliano M, Tabelow K, König R, Polzehl J. Improving Accuracy and Temporal Resolution of Learning Curve Estimation for within- and across-Session Analysis. PLoS One 2016; 11:e0157355. [PMID: 27303809 PMCID: PMC4909298 DOI: 10.1371/journal.pone.0157355] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 05/27/2016] [Indexed: 11/21/2022] Open
Abstract
Estimation of learning curves is ubiquitously based on proportions of correct responses within moving trial windows. Thereby, it is tacitly assumed that learning performance is constant within the moving windows, which, however, is often not the case. In the present study we demonstrate that violations of this assumption lead to systematic errors in the analysis of learning curves, and we explored the dependency of these errors on window size, different statistical models, and learning phase. To reduce these errors in the analysis of single-subject data as well as on the population level, we propose adequate statistical methods for the estimation of learning curves and the construction of confidence intervals, trial by trial. Applied to data from an avoidance learning experiment with rodents, these methods revealed performance changes occurring at multiple time scales within and across training sessions which were otherwise obscured in the conventional analysis. Our work shows that the proper assessment of the behavioral dynamics of learning at high temporal resolution can shed new light on specific learning processes, and, thus, allows to refine existing learning concepts. It further disambiguates the interpretation of neurophysiological signal changes recorded during training in relation to learning.
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Affiliation(s)
- Matthias Deliano
- Department Systems Physiology of Learning/AG Brain-Machine-Interfaces, Leibniz Institute for Neurobiology, Magdeburg, Germany
- * E-mail:
| | - Karsten Tabelow
- Research Group Stochastic Algorithms and Nonparametric Statistics, Weierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany
| | - Reinhard König
- Special Lab Non-Invasive Brain Imaging, Leibniz Institute for Neurobiology, Magdeburg, Germany
| | - Jörg Polzehl
- Research Group Stochastic Algorithms and Nonparametric Statistics, Weierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany
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Rothe T, Deliano M, Wójtowicz AM, Dvorzhak A, Harnack D, Paul S, Vagner T, Melnick I, Stark H, Grantyn R. Pathological gamma oscillations, impaired dopamine release, synapse loss and reduced dynamic range of unitary glutamatergic synaptic transmission in the striatum of hypokinetic Q175 Huntington mice. Neuroscience 2015; 311:519-38. [PMID: 26546830 DOI: 10.1016/j.neuroscience.2015.10.039] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Revised: 10/20/2015] [Accepted: 10/21/2015] [Indexed: 11/28/2022]
Abstract
Huntington's disease (HD) is a severe genetically inherited neurodegenerative disorder. Patients present with three principal phenotypes of motor symptoms: choreatic, hypokinetic-rigid and mixed. The Q175 mouse model of disease offers an opportunity to investigate the cellular basis of the hypokinetic-rigid form of HD. At the age of 1 year homozygote Q175 mice exhibited the following signs of hypokinesia: Reduced frequency of spontaneous movements on a precision balance at daytime (-55%), increased total time spent without movement in an open field (+42%), failures in the execution of unconditioned avoidance reactions (+32%), reduced ability for conditioned avoidance (-96%) and increased reaction times (+65%) in a shuttle box. Local field potential recordings revealed low-frequency gamma oscillations in the striatum as a characteristic feature of HD mice at rest. There was no significant loss of DARPP-32 immunolabeled striatal projection neurons (SPNs) although the level of DARPP-32 immunoreactivity was lower in HD. As a potential cause of hypokinesia, HD mice revealed a strong reduction in striatal KCl-induced dopamine release, accompanied by a decrease in the number of tyrosine hydroxylase-(TH)- and VMAT2-positive synaptic varicosities. The presynaptic TH fluorescence level was also reduced. Patch-clamp experiments were performed in slices from 1-year-old mice to record unitary EPSCs (uEPSCs) of presumed cortical origin in the absence of G-protein-mediated modulation. In HD mice, the maximal amplitudes of uEPSCs amounted to 69% of the WT level which matches the loss of VGluT1+/SYP+ synaptic terminals in immunostained sections. These results identify impairment of cortico-striatal synaptic transmission and dopamine release as a potential basis of hypokinesia in HD.
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Affiliation(s)
- T Rothe
- Leibniz Institute for Neurobiology Magdeburg, Germany
| | - M Deliano
- Leibniz Institute for Neurobiology Magdeburg, Germany
| | | | - A Dvorzhak
- Cluster of Excellence NeuroCure, Berlin, Germany
| | - D Harnack
- Department of Experimental Neurology, University Medicine Charité, Berlin, Germany
| | - S Paul
- Cluster of Excellence NeuroCure, Berlin, Germany
| | - T Vagner
- Cluster of Excellence NeuroCure, Berlin, Germany
| | - I Melnick
- Cluster of Excellence NeuroCure, Berlin, Germany; Bogomoletz Institute of Physiology, Kiev, Ukraine
| | - H Stark
- Leibniz Institute for Neurobiology Magdeburg, Germany
| | - R Grantyn
- Cluster of Excellence NeuroCure, Berlin, Germany; Department of Experimental Neurology, University Medicine Charité, Berlin, Germany.
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Happel MFK, Deliano M, Ohl FW. Combined Shuttle-Box Training with Electrophysiological Cortex Recording and Stimulation as a Tool to Study Perception and Learning. J Vis Exp 2015:e53002. [PMID: 26556300 DOI: 10.3791/53002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Shuttle-box avoidance learning is a well-established method in behavioral neuroscience and experimental setups were traditionally custom-made; the necessary equipment is now available by several commercial companies. This protocol provides a detailed description of a two-way shuttle-box avoidance learning paradigm in rodents (here Mongolian gerbils; Meriones unguiculatus) in combination with site-specific electrical intracortical microstimulation (ICMS) and simultaneous chronical electrophysiological in vivo recordings. The detailed protocol is applicable to study multiple aspects of learning behavior and perception in different rodent species. Site-specific ICMS of auditory cortical circuits as conditioned stimuli here is used as a tool to test the perceptual relevance of specific afferent, efferent and intracortical connections. Distinct activation patterns can be evoked by using different stimulation electrode arrays for local, layer-dependent ICMS or distant ICMS sites. Utilizing behavioral signal detection analysis it can be determined which stimulation strategy is most effective for eliciting a behaviorally detectable and salient signal. Further, parallel multichannel-recordings using different electrode designs (surface electrodes, depth electrodes, etc.) allow for investigating neuronal observables over the time course of such learning processes. It will be discussed how changes of the behavioral design can increase the cognitive complexity (e.g. detection, discrimination, reversal learning).
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Affiliation(s)
- Max F K Happel
- Leibniz Institute for Neurobiology, Magdeburg, Germany; Otto-von-Guericke University, Magdeburg, Germany;
| | | | - Frank W Ohl
- Leibniz Institute for Neurobiology, Magdeburg, Germany; Otto-von-Guericke University, Magdeburg, Germany; Center for Behavioral Brain Sciences (CBBS), Magdeburg, Germany
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15
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Rothe T, Deliano M, Scheich H, Stark H. Segregation of task-relevant conditioned stimuli from background stimuli by associative learning. Brain Res 2009; 1297:143-59. [DOI: 10.1016/j.brainres.2009.08.055] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2009] [Revised: 07/25/2009] [Accepted: 08/17/2009] [Indexed: 11/28/2022]
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Boenke LT, Deliano M, Ohl FW. Stimulus duration influences perceived simultaneity in audiovisual temporal-order judgment. Exp Brain Res 2009; 198:233-44. [PMID: 19590862 DOI: 10.1007/s00221-009-1917-z] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2008] [Accepted: 06/17/2009] [Indexed: 12/01/2022]
Abstract
The temporal integration of stimuli in different sensory modalities plays a crucial role in multisensory processing. Previous studies using temporal-order judgments to determine the point of subjective simultaneity (PSS) with multisensory stimulation yielded conflicting results on modality-specific delays. While it is known that the relative stimulus intensities of stimuli from different sensory modalities affect their perceived temporal order, we have hypothesized that some of these discrepancies might be explained by a previously overlooked confounding factor, namely the duration of the stimulus. We therefore studied the influence of both factors on the PSS in a spatial-audiovisual temporal-order task. In addition to confirming previous results on the role of stimulus intensity, we report that varying the temporal duration of an audiovisual stimulus pair also affects the perceived temporal order of the auditory and visual stimulus components. Although individual PSS values varied from negative to positive values across participants, we found a systematic shift of PSS values in all participants toward a common attractor value with increasing stimulus duration. This resulted in a stabilization of PSS values with increasing stimulus duration, indicative of a mechanism that compensates individual imbalances between sensory modalities, which might arise from attentional biases toward one modality at short stimulus durations.
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Affiliation(s)
- Lars T Boenke
- Leibniz Institute for Neurobiology, 39118 Magdeburg, Germany
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17
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Ohl F, Deliano M, Fillbrandt A, Freeman W, Scheich H. Neurodynamics in auditory cortex during learning. Int J Psychophysiol 2008. [DOI: 10.1016/j.ijpsycho.2008.05.541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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18
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Stark H, Rothe T, Deliano M, Scheich H. Dynamics of cortical theta activity correlates with stages of auditory avoidance strategy formation in a shuttle-box. Neuroscience 2008; 151:467-75. [DOI: 10.1016/j.neuroscience.2007.11.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2007] [Revised: 10/30/2007] [Accepted: 11/06/2007] [Indexed: 10/22/2022]
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Abstract
Changes of cortical activity were examined with electrocorticograms sampled from gerbils during learning. Animals were subjected to tone-conditioned avoidance training in a shuttle-box. Electrocorticograms were recorded from an electrode placed over medial prefrontal cortex. Temporal patterns of theta activity were analyzed across 180 successive trials. With the start of conditioning strong theta activity occurred in each trial in the phase immediately after hurdle crossing. With reliable occurrence of conditioned responses, that is at the stage of retrieval of the avoidance response, the theta activity became reduced. A negative correlation exists between the theta power and the development of learning progress. Theta reduction thus could reflect decreasing demands on information processing in the course of avoidance success monitoring across trials.
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Affiliation(s)
- Holger Stark
- Leibniz Institute for Neurobiology, Magdeburg, Germany.
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20
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Abstract
Cortical activity contains both evoked patterns and emergent patterns of stimulus-related activity. Here we compared evoked and emergent patterns in the primary auditory cortex, field AI, of the gerbil by studying the differential effects of diluting spatial information about the patterns on their geometric dissimilarity by randomly removing channels from the recording data. This identified the sets of most relevant channels for the discrimination of stimuli in both types of patterns. In the evoked patterns the sets of most discriminative channels were found to be focally organized at locations corresponding to the thalamically relayed input into the cortical tonotopic map. In the emergent patterns the sets of most discriminative channels were broadly distributed and held no apparent relationship to the tonotopic map. The results indicate the coexistence in the same neuronal tissue of a topographic mapping principle for the evoked activity and a holographic mapping principle for the emergent activity.
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Affiliation(s)
- Frank W Ohl
- Leibniz-Institut für Neurobiologie, Magdeburg, Germany.
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Ohl FW, Deliano M, Scheich H, Freeman WJ. Early and late patterns of stimulus-related activity in auditory cortex of trained animals. Biol Cybern 2003; 88:374-379. [PMID: 12750899 DOI: 10.1007/s00422-002-0389-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Epidural electrocorticograms over the right auditory cortex (field AI) were measured using implanted 18-channel (3 x 6) electrode arrays in four animals (Mongolian gerbil) trained to discriminate between a rising and a falling frequency modulated tone (frequency range 2-4 kHz). Using a previously introduced classification procedure, transient patterns of cortical activity suitable to discriminate between the rising and the falling modulation were identified. Early (locked to stimulus onset) and late (emerging at variable times poststimulus) patterns could be differentiated. Deletion of increasing numbers of randomly selected electrodes was used to determine a critical density of recording channels required to capture the discriminative power of the early and late patterns. Statistical analysis of the classification revealed a sigmoid dependence of the discriminative power from the number of remaining electrodes with an inflection point at 12 electrodes. The analysis of the minima of the classification statistic revealed that in the early patterns discriminative information was focal on regions corresponding to the tonotopic representation of the stimuli, whereas in late patterns this information seemed to be distributed nonfocally across larger cortical regions. This analysis supports the previous notion of the coexistence of topographically organized activity states related to the physical stimulus features and nontopographically organized states determined largely by intrinsic factors (Ohl et al. 2001).
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Affiliation(s)
- F W Ohl
- Leibniz Institute für Neurobiologie, Brenneckestrasse 6, 39118 Magdeburg, Germany.
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