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Zhao X, Wang H, Li K, Chen S, Hou L. Beta-band oscillations and spike-local field potential synchronization in the motor cortex are correlated with movement deficits in an exercise-induced fatigue mouse model. Cogn Neurodyn 2025; 19:3. [PMID: 39749101 PMCID: PMC11688262 DOI: 10.1007/s11571-024-10182-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2024] [Revised: 12/13/2024] [Accepted: 12/17/2024] [Indexed: 01/04/2025] Open
Abstract
Fatigue, a complex and multifaceted symptom, profoundly influences quality of life, particularly among individuals suffering from chronic medical conditions or neurological disorders. This symptom not only exacerbates existing conditions but also hinders daily functioning, thereby perpetuating a vicious cycle of worsening symptoms and reduced physical activity. Given the pivotal role of the motor cortex (M1) in coordinating and executing voluntary movements, understanding how the cortex regulates fatigue is crucial. Despite its importance, the neural mechanisms underlying fatigue remain inadequately explored. In this study, we employed electrophysiological recordings in the M1 region of mice to investigate how excitation-inhibition dynamics and neural oscillations are regulated during exercise-induced fatigue. We observed that fatigue led to decreased voluntary physical activity and cognitive performance, manifesting as reduced running wheel distance, mean speed, exercise intensity, and exploratory behaviour. At the neural level, we detected increased firing frequencies for M1 neurons, including both pyramidal neurons and interneurons, along with heightened beta-band oscillatory activity and stronger coupling between beta-band oscillations and interneurons. These findings enhance our understanding of the mechanisms underlying fatigue, offering insights into behavioural, excitability, and oscillatory changes. The results of this study could pave the way for the development of novel intervention strategies to combat fatigue.
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Affiliation(s)
- Xudong Zhao
- Exercise Physiology and Neurobiology Lab, College of Physical Education and Sports, Beijing Normal University, No. 19, Xinjiekou Street, Beijing, 100875 China
| | - Hualin Wang
- Exercise Physiology and Neurobiology Lab, College of Physical Education and Sports, Beijing Normal University, No. 19, Xinjiekou Street, Beijing, 100875 China
| | - Ke Li
- Exercise Physiology and Neurobiology Lab, College of Physical Education and Sports, Beijing Normal University, No. 19, Xinjiekou Street, Beijing, 100875 China
| | - Shanguang Chen
- National Key Laboratory of Human Factors Engineering at China Astronaut Research and Training Center, Beijing, 100094 China
| | - Lijuan Hou
- Exercise Physiology and Neurobiology Lab, College of Physical Education and Sports, Beijing Normal University, No. 19, Xinjiekou Street, Beijing, 100875 China
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Melbaum S, Russo E, Eriksson D, Schneider A, Durstewitz D, Brox T, Diester I. Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding. Nat Commun 2022; 13:7420. [PMID: 36456557 PMCID: PMC9715555 DOI: 10.1038/s41467-022-35115-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 11/17/2022] [Indexed: 12/04/2022] Open
Abstract
Our knowledge about neuronal activity in the sensorimotor cortex relies primarily on stereotyped movements that are strictly controlled in experimental settings. It remains unclear how results can be carried over to less constrained behavior like that of freely moving subjects. Toward this goal, we developed a self-paced behavioral paradigm that encouraged rats to engage in different movement types. We employed bilateral electrophysiological recordings across the entire sensorimotor cortex and simultaneous paw tracking. These techniques revealed behavioral coupling of neurons with lateralization and an anterior-posterior gradient from the premotor to the primary sensory cortex. The structure of population activity patterns was conserved across animals despite the severe under-sampling of the total number of neurons and variations in electrode positions across individuals. We demonstrated cross-subject and cross-session generalization in a decoding task through alignments of low-dimensional neural manifolds, providing evidence of a conserved neuronal code.
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Affiliation(s)
- Svenja Melbaum
- Computer Vision Group, Department of Computer Science, University of Freiburg, 79110, Freiburg, Germany
- IMBIT//BrainLinks-BrainTools, University of Freiburg, Georges-Köhler-Allee 201, 79110, Freiburg, Germany
| | - Eleonora Russo
- Department of Psychiatry and Psychotherapy, University Medical Center, Johannes Gutenberg University, 55131, Mainz, Germany
- Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, 68159, Mannheim, Germany
| | - David Eriksson
- IMBIT//BrainLinks-BrainTools, University of Freiburg, Georges-Köhler-Allee 201, 79110, Freiburg, Germany
- Optophysiology Lab, Faculty of Biology, University of Freiburg, 79110, Freiburg, Germany
| | - Artur Schneider
- IMBIT//BrainLinks-BrainTools, University of Freiburg, Georges-Köhler-Allee 201, 79110, Freiburg, Germany
- Optophysiology Lab, Faculty of Biology, University of Freiburg, 79110, Freiburg, Germany
| | - Daniel Durstewitz
- Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, 68159, Mannheim, Germany
| | - Thomas Brox
- Computer Vision Group, Department of Computer Science, University of Freiburg, 79110, Freiburg, Germany
- IMBIT//BrainLinks-BrainTools, University of Freiburg, Georges-Köhler-Allee 201, 79110, Freiburg, Germany
| | - Ilka Diester
- IMBIT//BrainLinks-BrainTools, University of Freiburg, Georges-Köhler-Allee 201, 79110, Freiburg, Germany.
- Optophysiology Lab, Faculty of Biology, University of Freiburg, 79110, Freiburg, Germany.
- Bernstein Center Freiburg, University of Freiburg, 79104, Freiburg, Germany.
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