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Li Y, Wang Y, Xu F, Jiang T, Wang X. Combination of magnetoencephalographic and clinical features to identify atypical self-limited epilepsy with centrotemporal spikes. Epilepsy Behav 2024; 161:110095. [PMID: 39471684 DOI: 10.1016/j.yebeh.2024.110095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 10/07/2024] [Accepted: 10/08/2024] [Indexed: 11/01/2024]
Abstract
INTRODUCTION Our aim was to use magnetoencephalography (MEG) and clinical features to early identify self-limited epilepsy with centrotemporal spikes (SeLECTS) patients who evolve into atypical SeLECTS (AS). METHODS The baseline clinical and MEG data of 28 AS and 33 typical SeLECTS (TS) patients were collected. Based on the triple-network model, MEG analysis included power spectral density representing spectral power and corrected amplitude envelope correlation representing functional connectivity (FC). Based on the clinical and MEG features of AS patients, the linear support vector machine (SVM) classifier was used to construct the prediction model. RESULTS The spectral power transferred from the alpha band to the delta band in the bilateral posterior cingulate cortex, and the inactivation of the beta band in both the right anterior cingulate cortex and left middle frontal gyrus were distinctive features of the AS group. The FC network in the AS group was characterized by attenuated intrinsic FC within the salience network in the alpha band, as well as attenuated FC interactions between the salience network and both the default mode network and central executive network in the beta band. The prediction model that integrated MEG and clinical features had a high prediction efficiency, with an accuracy of 0.80 and an AUC of 0.84. CONCLUSION The triple-network model of early AS patients has band-dependent MEG alterations. These MEG features combined with clinical features can efficiently predict AS at an early stage.
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Affiliation(s)
- Yihan Li
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006 Jiangsu, China; Department of Neurology, Nanjing Brain Hospital, Nanjing Medical University, Nanjing, 210029 Jiangsu, China
| | - Yingfan Wang
- Department of Neurology, Nanjing Brain Hospital, Nanjing Medical University, Nanjing, 210029 Jiangsu, China
| | - Fengyuan Xu
- Department of Neurology, Nanjing Brain Hospital, Nanjing Medical University, Nanjing, 210029 Jiangsu, China
| | - Teng Jiang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006 Jiangsu, China.
| | - Xiaoshan Wang
- Department of Neurology, Nanjing Brain Hospital, Nanjing Medical University, Nanjing, 210029 Jiangsu, China.
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Matsuo T, Ishii A, Ishida R, Minami T, Yoshikawa T. Neural correlates of the improvement of cognitive performance resulting from enhanced sense of competence: A magnetoencephalography study. PLoS One 2021; 16:e0255272. [PMID: 34297767 PMCID: PMC8301610 DOI: 10.1371/journal.pone.0255272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 07/13/2021] [Indexed: 11/30/2022] Open
Abstract
The alterations in neural activity related to the improvement of cognitive performance, which would be leading to better academic performance, remain poorly understood. In the present study, we assessed neural activity related to the improvement of task performance resulting from academic rewards. Twenty healthy male volunteers participated in this study. All participants performed four sessions of a 1-back-Stroop task under both target and control conditions. An image indicating that the task performance of each participant was above average and categorized as being at almost the highest level was presented immediately after each session under the target condition, whereas a control image did not indicate task performance. Neural activity during the 1-back-Stroop task was recorded by magnetoencephalography. The correction rate of the 1-back-Stroop task in the final session relative to that in the first under the target condition was increased compared with the control condition. Correlation analysis revealed that the decreases in alpha band power in right Brodmann’s area (BA) 47 and left BA 7 were positively associated with the increased correction rate caused by the target condition. These findings are expected to contribute to a better understanding of the neural mechanisms underlying the improvement of cognitive performance.
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Affiliation(s)
- Takashi Matsuo
- Department of Sports Medicine, Osaka City University Graduate School of Medicine, Osaka City, Osaka, Japan
| | - Akira Ishii
- Department of Sports Medicine, Osaka City University Graduate School of Medicine, Osaka City, Osaka, Japan
- * E-mail:
| | - Rika Ishida
- Department of Sports Medicine, Osaka City University Graduate School of Medicine, Osaka City, Osaka, Japan
| | - Takayuki Minami
- Department of Sports Medicine, Osaka City University Graduate School of Medicine, Osaka City, Osaka, Japan
| | - Takahiro Yoshikawa
- Department of Sports Medicine, Osaka City University Graduate School of Medicine, Osaka City, Osaka, Japan
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Yokosawa K, Kimura K, Takase R, Murakami Y, Boasen J. Functional decline of the precuneus associated with mild cognitive impairment: Magnetoencephalographic observations. PLoS One 2020; 15:e0239577. [PMID: 32986743 PMCID: PMC7521706 DOI: 10.1371/journal.pone.0239577] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/10/2020] [Indexed: 12/13/2022] Open
Abstract
Mild Cognitive Impairment (MCI) is a border or precursor state of dementia. To optimize implemented interventions for MCI, it is essential to clarify the underlying neural mechanisms. However, knowledge regarding the brain regions responsible for MCI is still limited. Here, we implemented the Montreal Cognitive Assessment (MoCA) test, a screening tool for MCI, in 20 healthy elderly participants (mean age, 67.5 years), and then recorded magnetoencephalograms (MEG) while they performed a visual sequential memory task. In the task, each participant memorized the four possible directions of seven sequentially presented arrow images. Recall accuracy for beginning items of the memory sequence was significantly positively related with MoCA score. Meanwhile, MEG revealed stronger alpha-band (8-13 Hz) rhythm desynchronization bilaterally in the precuneus (PCu) for higher MoCA (normal) participants. Most importantly, this PCu desynchronization response weakened in correspondence with lower MoCA score during the beginning of sequential memory encoding, a time period that should rely on working memory and be affected by declined cognitive function. Our results suggest that deactivation of the PCu is associated with early MCI, and corroborate pathophysiological findings based on post-mortem tissue which have implicated hypoperfusion of the PCu in early stages of Alzheimer disease. Our results indicate the possibility that cognitive decline can be detected early and non-invasively by monitoring PCu activity with electrophysiological methods.
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Affiliation(s)
- Koichi Yokosawa
- Faculty of Health Sciences, Hokkaido University, Sapporo, Hokkaido, Japan
- * E-mail:
| | - Keisuke Kimura
- Graduate School of Health Sciences, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Ryoken Takase
- Graduate School of Health Sciences, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Yui Murakami
- Faculty of Health Sciences, Hokkaido University, Sapporo, Hokkaido, Japan
- Department of Occupational Therapy, Faculty of Human Science, Hokkaido Bunkyo University, Eniwa, Hokkaido, Japan
| | - Jared Boasen
- Faculty of Health Sciences, Hokkaido University, Sapporo, Hokkaido, Japan
- Tech3Lab, HEC Montréal, Montréal, Quebec, Canada
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Takase R, Boasen J, Yokosawa K. Different roles for theta- and alpha-band brain rhythms during sequential memory. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2019; 2019:1713-1716. [PMID: 31946227 DOI: 10.1109/embc.2019.8856816] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Numerous studies have demonstrated that brain rhythms are modulated according to memory performance or memory processing. In sequential memory tasks, memory performance can be reduced by shortening the intervals between memory item presentations. To clarify the neurophysiological mechanism underlying this, we recorded magnetoencephalograms in 33 healthy volunteers performing two sequential memory tasks with either short or long intervals between memory items (hereafter, fast and slow conditions, respectively). Memory accuracy, and theta- and alpha-band activities originating from occipital and frontal brain areas were analyzed. Memory performance was significantly lower for the fast condition than the slow condition. Meanwhile, occipital and frontal theta activities were significantly lower for the fast condition than the slow condition. Increased occipital-alpha, a sign of active inhibition of task-irrelevant visual input, occurred regardless of condition. However, memory processing related to occipital- and frontal-theta activities had some temporal limitations. Namely, the shorter intervals of the fast condition attenuated theta activity, likely disrupting working memory processing, thereby leading to the observed decline in memory performance.
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Gan HS, Suzuki T, Yokosawa K, Ono Y. Differences in Regional Brain Activities during Memory Acquisition Depending on Individual Working Memory Capacity. ADVANCED BIOMEDICAL ENGINEERING 2019. [DOI: 10.14326/abe.8.23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Affiliation(s)
- Hong-Seng Gan
- Department of Electronics and Bioinformatics, School of Science and Technology, Meiji University
- Medical Engineering Technology Section, British Malaysian Institute, Universiti Kuala Lumpur
| | - Tatsuya Suzuki
- Organization for the Strategic Coordination of Research and Intellectual Properties, Meiji University
| | | | - Yumie Ono
- Department of Electronics and Bioinformatics, School of Science and Technology, Meiji University
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Yokosawa K, Takase R, Chitose R, Kimura K. Multiple Brain Activities During Sequential Memory Encoding - MEG Study Of Modulation Of Alpha-Band Rhythm. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2018:5-8. [PMID: 30440327 DOI: 10.1109/embc.2018.8512221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
It is known that alpha-band rhythm during memory maintenance is enhanced by increasing memory load. This enhancement is generally thought to be caused by active inhibition of task-irrelevant visual inputs. During sequential memory processing, we previously found that alpha-band activity increases from beginning to midterm during memory encoding, and conversely decreases from midterm to ending. In the present study, we conducted two experiments to determine the spatial and functional role of alpha-band rhythm during sequential memory processing. The first experiment showed that alpha-band rhythm increased in the occipital brain region, suggesting that active inhibition of task-irrelevant visual inputs continues from midterm to ending of memory encoding. The second experiment, in which subjects could not anticipate the ending of the sequential presentation of memory items, demonstrated that alpha-band rhythm is suppressed in correspondence with preparation for memory recall. These results indicate that alpha-band rhythm is simultaneously modulated by multiple brain processes in sequential memory encoding.
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Baertsch NA, Baertsch HC, Ramirez JM. The interdependence of excitation and inhibition for the control of dynamic breathing rhythms. Nat Commun 2018; 9:843. [PMID: 29483589 PMCID: PMC5827754 DOI: 10.1038/s41467-018-03223-x] [Citation(s) in RCA: 115] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 01/26/2018] [Indexed: 11/09/2022] Open
Abstract
The preBötzinger Complex (preBötC), a medullary network critical for breathing, relies on excitatory interneurons to generate the inspiratory rhythm. Yet, half of preBötC neurons are inhibitory, and the role of inhibition in rhythmogenesis remains controversial. Using optogenetics and electrophysiology in vitro and in vivo, we demonstrate that the intrinsic excitability of excitatory neurons is reduced following large depolarizing inspiratory bursts. This refractory period limits the preBötC to very slow breathing frequencies. Inhibition integrated within the network is required to prevent overexcitation of preBötC neurons, thereby regulating the refractory period and allowing rapid breathing. In vivo, sensory feedback inhibition also regulates the refractory period, and in slowly breathing mice with sensory feedback removed, activity of inhibitory, but not excitatory, neurons restores breathing to physiological frequencies. We conclude that excitation and inhibition are interdependent for the breathing rhythm, because inhibition permits physiological preBötC bursting by controlling refractory properties of excitatory neurons.
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Affiliation(s)
- Nathan Andrew Baertsch
- Center for Integrative Brain Research, Seattle Children's Research Institute, 1900 9th Avenue JMB10, Seattle, WA, 98101, USA
| | - Hans Christopher Baertsch
- Center for Integrative Brain Research, Seattle Children's Research Institute, 1900 9th Avenue JMB10, Seattle, WA, 98101, USA
| | - Jan Marino Ramirez
- Center for Integrative Brain Research, Seattle Children's Research Institute, 1900 9th Avenue JMB10, Seattle, WA, 98101, USA.
- Department of Neurological Surgery, University of Washington, 1900 9th Avenue, JMB10, Seattle, WA, 98101, USA.
- Department of Pediatrics, University of Washington, 1900 9th Avenue, JMB10, Seattle, WA, 98101, USA.
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