Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory Processing

Summary: A key step in sensory information processing involves modulation and integration of neuronal oscillations in disparate frequency bands, a poorly understood process. Here, we investigate how top-down input causes frequency changes in slow oscillations during sensory processing and, in turn,...

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Main Authors: Byeongwook Lee, Dongkwan Shin, Steven P. Gross, Kwang-Hyun Cho
Format: Article
Language:English
Published: Elsevier 2018-11-01
Series:Cell Reports
Online Access:http://www.sciencedirect.com/science/article/pii/S221112471831605X
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spelling doaj-770695da70f24d31881694008b7fafbb2020-11-25T00:30:44ZengElsevierCell Reports2211-12472018-11-0125615481560.e3Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory ProcessingByeongwook Lee0Dongkwan Shin1Steven P. Gross2Kwang-Hyun Cho3Laboratory for Systems Biology and Bio-inspired Engineering, Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of KoreaLaboratory for Systems Biology and Bio-inspired Engineering, Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of KoreaDepartment of Developmental and Cell Biology, UC Irvine, Irvine, CA 92697, USALaboratory for Systems Biology and Bio-inspired Engineering, Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea; Corresponding authorSummary: A key step in sensory information processing involves modulation and integration of neuronal oscillations in disparate frequency bands, a poorly understood process. Here, we investigate how top-down input causes frequency changes in slow oscillations during sensory processing and, in turn, how the slow oscillations are combined with fast oscillations (which encode sensory input). Using experimental connectivity patterns and strengths of interneurons, we develop a system-level model of a neuronal circuit controlling these oscillatory behaviors, allowing us to understand the mechanisms responsible for the observed oscillatory behaviors. Our analysis discovers a circuit capable of producing the observed oscillatory behaviors and finds that a detailed balance in the strength of synaptic connections is the critical determinant to produce such oscillatory behaviors. We not only uncover how disparate frequency bands are modulated and combined but also give insights into the causes of abnormal neuronal activities present in brain disorders. : Lee et al. discover that precisely organized synaptic connectivity among cortical pyramidal cells and various classes of interneurons (expressing SST, VIP, and PV) enables sensitive frequency modulation of slow oscillations to encode top-down inputs and results in cross-frequency coupling with bottom-up-mediated fast oscillations. Keywords: neuronal oscillation, frequency modulation, sensory processing, somatostatin interneuron, parvalbumin interneuron, vasoactive intestinal peptide interneuron, micro-connectomics, interlinked positive and negative feedback, systems biologyhttp://www.sciencedirect.com/science/article/pii/S221112471831605X
collection DOAJ
language English
format Article
sources DOAJ
author Byeongwook Lee
Dongkwan Shin
Steven P. Gross
Kwang-Hyun Cho
spellingShingle Byeongwook Lee
Dongkwan Shin
Steven P. Gross
Kwang-Hyun Cho
Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory Processing
Cell Reports
author_facet Byeongwook Lee
Dongkwan Shin
Steven P. Gross
Kwang-Hyun Cho
author_sort Byeongwook Lee
title Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory Processing
title_short Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory Processing
title_full Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory Processing
title_fullStr Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory Processing
title_full_unstemmed Combined Positive and Negative Feedback Allows Modulation of Neuronal Oscillation Frequency during Sensory Processing
title_sort combined positive and negative feedback allows modulation of neuronal oscillation frequency during sensory processing
publisher Elsevier
series Cell Reports
issn 2211-1247
publishDate 2018-11-01
description Summary: A key step in sensory information processing involves modulation and integration of neuronal oscillations in disparate frequency bands, a poorly understood process. Here, we investigate how top-down input causes frequency changes in slow oscillations during sensory processing and, in turn, how the slow oscillations are combined with fast oscillations (which encode sensory input). Using experimental connectivity patterns and strengths of interneurons, we develop a system-level model of a neuronal circuit controlling these oscillatory behaviors, allowing us to understand the mechanisms responsible for the observed oscillatory behaviors. Our analysis discovers a circuit capable of producing the observed oscillatory behaviors and finds that a detailed balance in the strength of synaptic connections is the critical determinant to produce such oscillatory behaviors. We not only uncover how disparate frequency bands are modulated and combined but also give insights into the causes of abnormal neuronal activities present in brain disorders. : Lee et al. discover that precisely organized synaptic connectivity among cortical pyramidal cells and various classes of interneurons (expressing SST, VIP, and PV) enables sensitive frequency modulation of slow oscillations to encode top-down inputs and results in cross-frequency coupling with bottom-up-mediated fast oscillations. Keywords: neuronal oscillation, frequency modulation, sensory processing, somatostatin interneuron, parvalbumin interneuron, vasoactive intestinal peptide interneuron, micro-connectomics, interlinked positive and negative feedback, systems biology
url http://www.sciencedirect.com/science/article/pii/S221112471831605X
work_keys_str_mv AT byeongwooklee combinedpositiveandnegativefeedbackallowsmodulationofneuronaloscillationfrequencyduringsensoryprocessing
AT dongkwanshin combinedpositiveandnegativefeedbackallowsmodulationofneuronaloscillationfrequencyduringsensoryprocessing
AT stevenpgross combinedpositiveandnegativefeedbackallowsmodulationofneuronaloscillationfrequencyduringsensoryprocessing
AT kwanghyuncho combinedpositiveandnegativefeedbackallowsmodulationofneuronaloscillationfrequencyduringsensoryprocessing
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