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Disse GD, Nandakumar B, Pauzin FP, Blumenthal GH, Kong Z, Ditterich J, Moxon KA. Neural ensemble dynamics in trunk and hindlimb sensorimotor cortex encode for the control of postural stability. Cell Rep 2023; 42:112347. [PMID: 37027302 DOI: 10.1016/j.celrep.2023.112347] [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: 10/22/2022] [Revised: 02/09/2023] [Accepted: 03/21/2023] [Indexed: 04/08/2023] Open
Abstract
The cortex has a disputed role in monitoring postural equilibrium and intervening in cases of major postural disturbances. Here, we investigate the patterns of neural activity in the cortex that underlie neural dynamics during unexpected perturbations. In both the primary sensory (S1) and motor (M1) cortices of the rat, unique neuronal classes differentially covary their responses to distinguish different characteristics of applied postural perturbations; however, there is substantial information gain in M1, demonstrating a role for higher-order computations in motor control. A dynamical systems model of M1 activity and forces generated by the limbs reveals that these neuronal classes contribute to a low-dimensional manifold comprised of separate subspaces enabled by congruent and incongruent neural firing patterns that define different computations depending on the postural responses. These results inform how the cortex engages in postural control, directing work aiming to understand postural instability after neurological disease.
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Affiliation(s)
- Gregory D Disse
- Neuroscience Graduate Group, University of California, Davis, Davis, CA 95616, USA; Biomedical Engineering, University of California, Davis, Davis, CA 95616, USA
| | | | - Francois P Pauzin
- Biomedical Engineering, University of California, Davis, Davis, CA 95616, USA
| | - Gary H Blumenthal
- School of Biomedical Engineering Science and Health Systems, Drexel University, Philadelphia, PA 19104, USA
| | - Zhaodan Kong
- Mechanical and Aerospace Engineering, University of California, Davis, Davis, CA 95616, USA
| | - Jochen Ditterich
- Neuroscience Graduate Group, University of California, Davis, Davis, CA 95616, USA; Neurobiology, Physiology and Behavior, University of California, Davis, Davis, CA 95616, USA
| | - Karen A Moxon
- Neuroscience Graduate Group, University of California, Davis, Davis, CA 95616, USA; Biomedical Engineering, University of California, Davis, Davis, CA 95616, USA.
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Wu W, Nguyen T, Ordaz JD, Zhang YP, Liu NK, Hu X, Liu Y, Ping X, Han Q, Wu X, Qu W, Gao S, Shields CB, Jin X, Xu XM. Transhemispheric remodeling the motor cortex promotes forelimb recovery after mouse spinal cord injury. JCI Insight 2022; 7:158150. [PMID: 35552276 PMCID: PMC9309060 DOI: 10.1172/jci.insight.158150] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 05/10/2022] [Indexed: 11/28/2022] Open
Abstract
Understanding the reorganization of neural circuits spared after spinal cord injury in the motor cortex and spinal cord would provide insights for developing therapeutics. Using optogenetic mapping, we demonstrated a transhemispheric recruitment of neural circuits in the contralateral cortical M1/M2 area to improve the impaired forelimb function after a cervical 5 right-sided hemisection in mice, a model mimicking the human Brown-Séquard syndrome. This cortical reorganization can be elicited by a selective cortical optogenetic neuromodulation paradigm. Areas of whisker, jaw, and neck, together with the rostral forelimb area, on the motor cortex ipsilateral to the lesion were engaged to control the ipsilesional forelimb in both stimulation and nonstimulation groups 8 weeks following injury. However, significant functional benefits were only seen in the stimulation group. Using anterograde tracing, we further revealed a robust sprouting of the intact corticospinal tract in the spinal cord of those animals receiving optogenetic stimulation. The intraspinal corticospinal axonal sprouting correlated with the forelimb functional recovery. Thus, specific neuromodulation of the cortical neural circuits induced massive neural reorganization both in the motor cortex and spinal cord, constructing an alternative motor pathway in restoring impaired forelimb function.
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Affiliation(s)
- Wei Wu
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Tyler Nguyen
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Josue D Ordaz
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Yi Ping Zhang
- Department of Neurological Surgery, Norton Neuroscience Institute, Norton Healthcare, Louisville, United States of America
| | - Nai-Kui Liu
- Neurological Department of Neurological Surgery, Indiana University Medical Center, Indianapolis, United States of America
| | - Xinhua Hu
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, United States of America
| | - Yuxiang Liu
- Department of Mechanical & Materials Engineering, Worcester Polytechnic Institute, Worcester, United States of America
| | - Xingjie Ping
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Qi Han
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Xiangbing Wu
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Wenrui Qu
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Sujuan Gao
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, United States of America
| | - Christopher B Shields
- Norton Neuroscience Institute, Norton Healthcare, Louisville, United States of America
| | - Xiaoming Jin
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
| | - Xiao-Ming Xu
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, United States of America
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