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Sun X, Li L, Huang L, Li Y, Wang L, Wei Q. Harnessing spinal circuit reorganization for targeted functional recovery after spinal cord injury. Neurobiol Dis 2025; 207:106854. [PMID: 40010611 DOI: 10.1016/j.nbd.2025.106854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Revised: 02/13/2025] [Accepted: 02/23/2025] [Indexed: 02/28/2025] Open
Abstract
Spinal cord injury (SCI) disrupts the communication between the brain and spinal cord, resulting in the loss of motor function below the injury site. However, spontaneous structural and functional plasticity occurs in neural circuits after SCI, with unaffected synaptic inputs forming new connections and detour pathways to support recovery. The review discusses various mechanisms of circuit reorganization post-SCI, including supraspinal pathways, spinal interneurons, and spinal central pattern generators. Functional recovery may rely on maintaining a balance between excitatory and inhibitory neural activity, as well as enhancing proprioceptive input, which plays a key role in limb stability. The review emphasizes the importance of endogenous neuronal regeneration, neuromodulation therapies (such as electrical stimulation) and proprioception in SCI treatment. Future research should integrate advanced technologies such as gene targeting, imaging, and single-cell mapping to better understand the mechanisms underpinning SCI recovery, aiming to identify key neuronal subpopulations for targeted reconstruction and enhanced functional recovery. By harnessing spinal circuit reorganization, these efforts hold the potential to pave the way for more precise and effective strategies for functional recovery after SCI.
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Affiliation(s)
- Xin Sun
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China; Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, PR China
| | - Lijuan Li
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China; Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, PR China
| | - Liyi Huang
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China; Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, PR China
| | - Yangan Li
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China; Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, PR China
| | - Lu Wang
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China; Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, PR China
| | - Quan Wei
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China; Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, PR China.
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Ishimoto K, Moreau C, Herault J. Robust undulatory locomotion through neuromechanical adjustments in a dissipative medium. J R Soc Interface 2025; 22:20240688. [PMID: 39876791 PMCID: PMC11775665 DOI: 10.1098/rsif.2024.0688] [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: 05/02/2024] [Revised: 11/15/2024] [Accepted: 11/19/2024] [Indexed: 01/31/2025] Open
Abstract
Dissipative environments are ubiquitous in nature, from microscopic swimmers in low-Reynolds-number fluids to macroscopic animals in frictional media. In this study, we consider a mathematical model of a slender elastic locomotor with an internal rhythmic neural pattern generator to examine various undulatory locomotion such as Caenorhabditis elegans swimming and crawling behaviours. By using local mechanical load as mechanosensory feedback, we have found that undulatory locomotion robustly emerges in different rheological media. This progressive behaviour is then characterized as a global attractor through dynamical systems analysis with a Poincaré section. Furthermore, by controlling the mechanosensation, we were able to design the dynamical systems to manoeuvre with progressive, reverse and turning motions as well as apparently random, complex behaviours, reminiscent of those experimentally observed in C. elegans. The mechanisms found in this study, together with our dynamical systems methodology, are useful for deciphering complex animal adaptive behaviours and designing robots capable of locomotion in a wide range of dissipative environments.
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Affiliation(s)
- Kenta Ishimoto
- Research Institute for Mathematical Sciences, Kyoto University, Kyoto606-8502, Japan
| | - Clément Moreau
- Nantes Université, École Centrale Nantes, IMT Atlantique, CNRS, LS2N, UMR 6004, NantesF-44000, France
| | - Johann Herault
- Nantes Université, École Centrale Nantes, IMT Atlantique, CNRS, LS2N, UMR 6004, NantesF-44000, France
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Kastalskiy IA, Gordleeva SY, Hramov AE, Kazantsev VB. Bridging nonlinear dynamics and physiology: Implications for CPGs and biomimetic robotics. Reply to comments on "Control of movement of underwater swimmers: Animals, simulated animates and swimming robots". Phys Life Rev 2024; 50:32-34. [PMID: 38838497 DOI: 10.1016/j.plrev.2024.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 05/20/2024] [Indexed: 06/07/2024]
Affiliation(s)
- I A Kastalskiy
- National Research Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Ave., Nizhny Novgorod, 603022, Russia; Moscow Institute of Physics and Technology, 9 Institutskiy Ln., Dolgoprudny, 141701, Moscow Region, Russia.
| | - S Y Gordleeva
- National Research Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Ave., Nizhny Novgorod, 603022, Russia; Moscow Institute of Physics and Technology, 9 Institutskiy Ln., Dolgoprudny, 141701, Moscow Region, Russia; Immanuel Kant Baltic Federal University, 14 A. Nevskogo St., Kaliningrad, 236016, Russia
| | - A E Hramov
- Immanuel Kant Baltic Federal University, 14 A. Nevskogo St., Kaliningrad, 236016, Russia; Saint Petersburg State University, 7-9 Universitetskaya Emb., Saint Petersburg, 199034, Russia
| | - V B Kazantsev
- National Research Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Ave., Nizhny Novgorod, 603022, Russia; Moscow Institute of Physics and Technology, 9 Institutskiy Ln., Dolgoprudny, 141701, Moscow Region, Russia; Immanuel Kant Baltic Federal University, 14 A. Nevskogo St., Kaliningrad, 236016, Russia
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Bejan A, Almahmoud H, Gunes U, Fakhari HE, Mardanpour P. Evolution and irreversibility: Two distinct phenomena and their distinct laws of nature. Phys Life Rev 2024; 50:103-116. [PMID: 39018894 DOI: 10.1016/j.plrev.2024.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 06/24/2024] [Indexed: 07/19/2024]
Abstract
To clarify the place of time direction of change in nature (time arrow), the present article shows why Evolution and Irreversibility are two distinct phenomena. Their distinct laws of nature are the Constructal Law and the Second Law, respectively. The demonstration is based on the simplest setting imaginable: a solid body moving in a pool of water. The view is holistic: the system selected for analysis is the body and the pool, not the body alone, and the phenomenon is the evolution of the image (configuration) of the whole. New is also the answer to the question of what flows in this evolving flow configuration. Along the way, important terms are defined: phenomenon, law, irreversibility, nature, design, freedom, theory versus empiricism, information, knowledge, selection, purpose, engine, refrigeration, and wheel. More complex natural settings for the demonstration are in the second part of the article: engines, refrigeration, heating and cooling, the wheel, and a pushed boat sliding on water.
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Affiliation(s)
- A Bejan
- Duke University, Durham, NC 27708-0200, USA.
| | | | - U Gunes
- Yildiz Technical University, Istanbul 34349, Türkiye
| | - H E Fakhari
- Florida International University, Miami, FL 33174, USA
| | - P Mardanpour
- Florida International University, Miami, FL 33174, USA
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Zhao J, Xue L, Mu Y, Ji P. From animal biology to simulated models and back: Comment on "control of movement of underwater swimmers: Animals, simulated animates and swimming robots" by Gordleeva et al. Phys Life Rev 2024; 49:17-18. [PMID: 38479308 DOI: 10.1016/j.plrev.2024.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 05/25/2024]
Affiliation(s)
- Jiajia Zhao
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200433, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education, Shanghai 200433, China
| | - Linuo Xue
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200433, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education, Shanghai 200433, China
| | - Yu Mu
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, 320 Yue-Yang Road, Shanghai 200031, China
| | - Peng Ji
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200433, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education, Shanghai 200433, China; MOE Frontiers Center for Brain Science, Fudan University, Shanghai 200433, China.
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Schöll E. Delayed feedback control of synchronization patterns: Comment on "Control of movement of underwater swimmers: Animals, simulated animates and swimming robots" by S.Yu. Gordleeva et al. Phys Life Rev 2024; 49:112-114. [PMID: 38574585 DOI: 10.1016/j.plrev.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 03/26/2024] [Indexed: 04/06/2024]
Affiliation(s)
- Eckehard Schöll
- Institute for Theoretical Physics, Technical University of Berlin, Germany; Bernstein Center for Computational Neuroscience Berlin, Germany; Potsdam Institute for Climate Impact Research, Germany.
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Pisarchik AN. Rotating waves and multistability in locomotion models: Comment on "Control of movement of underwater swimmers: Animals, simulated animates and swimming robots" by S.Yu. Gordleeva, I.A. Kastalskiy, Yu.A. Tsybina, A.V. Ermolaeva, A.E. Hramov, and V.B. Kazantsev. Phys Life Rev 2024; 49:4-6. [PMID: 38442458 DOI: 10.1016/j.plrev.2024.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 02/27/2024] [Indexed: 03/07/2024]
Affiliation(s)
- Alexander N Pisarchik
- Universidad Politécnica de Madrid, Center for Biomedical Technology, Campus de Montegancedo, Pozuelo de Alarcón, 28223, Madrid, Spain.
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Sar GK, Ghosh D. Concept of swarming and synchrony in aquatic animal movements: Comment on "Control of movement of underwater swimmers: Animals, simulated animates and swimming robots" by Gordleeva et al. Phys Life Rev 2024; 49:1-3. [PMID: 38442457 DOI: 10.1016/j.plrev.2024.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 02/27/2024] [Indexed: 03/07/2024]
Affiliation(s)
- Gourab Kumar Sar
- Physics and Applied Mathematics Unit, Indian Statistical Institute, 203 B. T. Road, Kolkata 700108, India.
| | - Dibakar Ghosh
- Physics and Applied Mathematics Unit, Indian Statistical Institute, 203 B. T. Road, Kolkata 700108, India.
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