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Bayer H, Bertoglio LJ, Maren S, Stern CAJ. Windows of change: Revisiting temporal and molecular dynamics of memory reconsolidation and persistence. Neurosci Biobehav Rev 2025; 174:106198. [PMID: 40354954 PMCID: PMC12119219 DOI: 10.1016/j.neubiorev.2025.106198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 03/16/2025] [Accepted: 05/04/2025] [Indexed: 05/14/2025]
Abstract
Retrieval can bring memories to a labile state, creating a window to modify its content during reconsolidation. Numerous studies have investigated this period to elucidate reconsolidation mechanisms, understand long-term memory persistence, and develop therapeutic strategies for memory-related psychiatric disorders. However, the temporal dynamics of post-retrieval memory processes have been largely overlooked, leading to mixed findings and hindering the development of targeted interventions. This review discusses retrieval-related cellular and molecular events and how they develop in series and parallel across time. Emerging evidence suggests that some mechanisms triggered after fear memory retrieval can influence either reconsolidation or persistence in different time windows. The temporal boundaries of these post-retrieval processes are still unclear. Further research integrating behavioral and molecular approaches to a deeper understanding of reconsolidation and persistence temporal dynamics is essential to address current debates, including which system/pathway offers the most effective therapeutic window of opportunity.
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Affiliation(s)
- Hugo Bayer
- Texas A&M Institute for Neuroscience, Texas A&M University, College Station, TX, USA
- Beckman Institute for Advanced Science and Technology and Department of Psychology, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Leandro J. Bertoglio
- Departamento de Farmacologia, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Stephen Maren
- Beckman Institute for Advanced Science and Technology and Department of Psychology, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Cristina A. J. Stern
- Departamento de Farmacologia, Universidade Federal do Paraná, Curitiba, PR, Brazil
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Wellington NJ, Boųcas AP, Lagopoulos J, Quigley BL, Kuballa AV. Molecular pathways of ketamine: A systematic review of immediate and sustained effects on PTSD. Psychopharmacology (Berl) 2025; 242:1197-1243. [PMID: 40097854 DOI: 10.1007/s00213-025-06756-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Accepted: 02/03/2025] [Indexed: 03/19/2025]
Abstract
RATIONALE Existing studies predominantly focus on the molecular and neurobiological mechanisms underlying Ketamine's acute treatment effects on post-traumatic stress disorder (PTSD). This emphasis has largely overlooked its sustained therapeutic effects, which hold significant potential for the development of targeted interventions. OBJECTIVES This systematic review examines the pharmacokinetic and pharmacodynamic effects of ketamine on PTSD, differentiating between immediate and sustained molecular effects. METHOD A comprehensive search across databases (Web of Science, Scopus, Global Health, PubMed) and grey literature yielded 317 articles, where 29 studies met the inclusion criteria. These studies included preclinical models and clinical trials, through neurotransmitter regulation, gene expression, synaptic plasticity, and neural pathways (PROSPERO ID: CRD42024582874). RESULTS We found accumulating evidence that the immediate effects of ketamine, which involve changes in GABA, glutamate, and glutamine levels, trigger the re-regulation of BDNF, enhancing synaptic plasticity via pathways such as TrkB and PSD-95. Other molecular influences also include c-Fos, GSK-3, HDAC, HCN1, and the modulation of hormones like CHR and ACTH, alongside immune responses (IL-6, IL-1β, TNF-α). Sustained effects arise from neurotransmitter remodulations and involve prolonged changes in gene expression. These include mTOR-mediated BDNF expression, alterations in GSK-3β, FkBP5, GFAP, ERK phosphorylation, and epigenetic modifications (DNMT3, MeCP2, H3K27me3, mir-132, mir-206, HDAC). CONCLUSION These molecular changes promote long-term synaptic stability and re-regulation in key brain regions, contributing to prolonged therapeutic benefits. Understanding the sustained molecular and epigenetic mechanisms behind ketamine's effects is critical for developing safe and effective personalised treatments, potentially leading to more effective recovery.
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Affiliation(s)
- Nathan J Wellington
- National PTSD Research Centre, Thompson Institute, University of the Sunshine Coast (UniSC), Birtinya, QLD, Australia.
- School of Health, UniSC, Sippy Downs, QLD, Australia.
- Centre for Bioinnovation, UniSC, Sippy Downs, QLD, Australia.
- Sunshine Coast Hospital and Health Service, Sunshine Coast Health Institute, Birtinya, QLD, Australia.
| | - Ana P Boųcas
- National PTSD Research Centre, Thompson Institute, University of the Sunshine Coast (UniSC), Birtinya, QLD, Australia
| | - Jim Lagopoulos
- Thompson Brain and Mind Healthcare, Maroochydore, QLD, Australia
| | - Bonnie L Quigley
- National PTSD Research Centre, Thompson Institute, University of the Sunshine Coast (UniSC), Birtinya, QLD, Australia
- Centre for Bioinnovation, UniSC, Sippy Downs, QLD, Australia
- Sunshine Coast Hospital and Health Service, Sunshine Coast Health Institute, Birtinya, QLD, Australia
| | - Anna V Kuballa
- School of Health, UniSC, Sippy Downs, QLD, Australia
- Centre for Bioinnovation, UniSC, Sippy Downs, QLD, Australia
- Sunshine Coast Hospital and Health Service, Sunshine Coast Health Institute, Birtinya, QLD, Australia
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Li J, Jiang Y, Cheng D, Cheng J, Hu J, Wang X, Yuan TF. Psychedelics for treating psychiatric disorders: from circuit mechanisms to applications. Sci Bull (Beijing) 2025; 70:1559-1563. [PMID: 39672711 DOI: 10.1016/j.scib.2024.11.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2024]
Affiliation(s)
- Jie Li
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorder, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine and School of Psychology, Shanghai 200030, China
| | - Yuting Jiang
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorder, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine and School of Psychology, Shanghai 200030, China
| | - Dan Cheng
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorder, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine and School of Psychology, Shanghai 200030, China
| | - Jianjun Cheng
- iHuman Institute and School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Ji Hu
- School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China.
| | - Xiaohui Wang
- Laboratory of Chemical Biology, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China; School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230026, China.
| | - Ti-Fei Yuan
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorder, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine and School of Psychology, Shanghai 200030, China; Co-Innovation Center of Neuroregeneration, Nantong University, Nantong 226019, China.
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Boese M, Berman R, Radford K, Johnson LR, Choi K. Effects of ketamine on fear memory extinction: a review of preclinical literature. Front Neurosci 2025; 19:1546460. [PMID: 40370666 PMCID: PMC12076524 DOI: 10.3389/fnins.2025.1546460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 04/07/2025] [Indexed: 05/16/2025] Open
Abstract
Introduction Ketamine, a multimodal dissociative anesthetic, is widely used as a trauma analgesic in emergency situations. Ketamine is also used to treat psychiatric disorders due to its broad application potential, including treatment-resistant major depression. However, its impacts on the development of post-traumatic stress disorder (PTSD) and its potential as a treatment for PTSD are controversial. PTSD is marked by persistent and intrusive memories of traumatic event(s) and re-experiencing of the traumatic memories when exposed to trauma-related stimuli. Individuals with PTSD are often treated with prolonged exposure therapy (PE), in which they are gradually exposed to stimuli that remind them of the previous traumatic memory. If successful, they may learn that the previously traumatic stimuli are no longer threatening, a process known as fear extinction. Although fear extinction can be studied in laboratory animals, previous preclinical literature on the effects of ketamine on fear extinction has been inconsistent. Methods Thus, we summarized the existing preclinical literature examining effects of ketamine on fear extinction and its potential molecular mechanisms. Results Studies found that ketamine may enhance, impair, have no effect, or have mixed effects on fear extinction. These discrepancies may be attributed to differences in dosage, route, and timing of ketamine administration. Discussion We conclude the review with recommendations for future research on ketamine and PTSD such as the inclusion of more female subjects, clinically relevant doses and routes of ketamine administration, and more comprehensive behavioral assays that are relevant to PTSD in humans to enhance translation between preclinical and clinical research.
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Affiliation(s)
- Martin Boese
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University, Bethesda, MD, United States
| | - Rina Berman
- Center for the Study of Traumatic Stress, Uniformed Services University, Bethesda, MD, United States
| | - Kennett Radford
- Walter Reed National Military Medical Center, Bethesda, MD, United States
| | - Luke R. Johnson
- Center for the Study of Traumatic Stress, Uniformed Services University, Bethesda, MD, United States
- School of Psychological Sciences, College of Health and Medicine, University of Tasmania, Hobart, TAS, Australia
- Department of Psychiatry, Uniformed Services University, Bethesda, MD, United States
| | - Kwang Choi
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University, Bethesda, MD, United States
- Center for the Study of Traumatic Stress, Uniformed Services University, Bethesda, MD, United States
- Department of Psychiatry, Uniformed Services University, Bethesda, MD, United States
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Li H, Zhao Z, Jiang S, Wu H. Brain circuits that regulate social behavior. Mol Psychiatry 2025:10.1038/s41380-025-03037-6. [PMID: 40287553 DOI: 10.1038/s41380-025-03037-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Revised: 04/16/2025] [Accepted: 04/17/2025] [Indexed: 04/29/2025]
Abstract
Social interactions are essential for the survival of individuals and the reproduction of populations. Social stressors, such as social defeat and isolation, can lead to emotional disorders and cognitive impairments. Furthermore, dysfunctional social behaviors are hallmark symptoms of various neuropsychiatric disorders, including autism spectrum disorder (ASD) and post-traumatic stress disorder (PTSD). Consequently, understanding the neural circuit mechanisms underlying social behaviors has become a major focus in neuroscience. Social behaviors, which encompass a wide range of expressions and phases, are regulated by complex neural networks. In this review, we summarize recent progress in identifying the circuits involved in different types of social behaviors, including general social investigation, social preference, mating, aggression, parenting, prosocial behaviors, and dominance behaviors. We also outline the circuit mechanisms associated with social deficits in neuropsychiatric disorders, such as ASD, schizophrenia, and PTSD. Given the pivotal role of rodents in social behavior research, our review primarily focuses on neural circuits in these animals. Finally, we propose future research directions, including the development of specific behavioral paradigms, the identification of circuits involved in motor output, the integration of activity, transcriptome, and connectome data, the multifunctional roles of neurons with multiple targets, and the interactions among multiple brain regions.
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Affiliation(s)
- Hao Li
- Department of Neurobiology, Beijing Institute of Basic Medical Sciences, Beijing, 100850, China
| | - Zhe Zhao
- Department of Neurobiology, Beijing Institute of Basic Medical Sciences, Beijing, 100850, China
| | - Shaofei Jiang
- Department of Neurobiology, Beijing Institute of Basic Medical Sciences, Beijing, 100850, China
| | - Haitao Wu
- Department of Neurobiology, Beijing Institute of Basic Medical Sciences, Beijing, 100850, China.
- Key Laboratory of Neuroregeneration, Co-innovation Center of Neuroregeneration, Nantong University, Nantong, 226019, China.
- Chinese Institute for Brain Research, Beijing, 102206, China.
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Cao Q, Xu X, Wang X, He F, Lin Y, Guo D, Bai W, Guo B, Zheng X, Liu T. Mesoscale brain-wide fluctuation analysis: revealing ketamine's rapid antidepressant across multiple brain regions. Transl Psychiatry 2025; 15:155. [PMID: 40253356 PMCID: PMC12009331 DOI: 10.1038/s41398-025-03375-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 03/16/2025] [Accepted: 04/07/2025] [Indexed: 04/21/2025] Open
Abstract
Depression has been linked to cortico-limbic brain regions, and ketamine is known for its rapid antidepressant effects. However, how these brain regions encode depression collaboratively and how ketamine regulates these regions to exert its prompt antidepressant effects through mesoscale brain-wide fluctuations remain elusive. In this study, we used a multidisciplinary approach, including multi-region in vivo recordings in mice, chronic social defeat stress (CSDS), and machine learning, to construct a Mesoscale Brain-Wide Fluctuation Analysis platform (MBFA-platform). This platform analyzes the mesoscale brain-wide fluctuations of multiple brain regions from the perspective of local field potential oscillations and network dynamics. The decoder results demonstrate that our MBFA platform can accurately classify the Control/CSDS and ketamine/saline-treated groups based on neural oscillation and network activities among the eight brain regions. We found that multiple-region LFPs patterns are disrupted in CSDS-induced social avoidance, with the basolateral amygdala playing a key role. Ketamine primarily exerts the compensatory effects through network dynamics, contributing to its rapid antidepressant effect. These findings highlight the MBFA platform as an interdisciplinary tool for revealing mesoscale brain-wide fluctuations underlying complex emotional pathologies, providing insights into the etiology of psychiatry. Furthermore, the platform's evaluation capabilities present a novel approach for psychiatric therapeutic interventions.
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Affiliation(s)
- Qingying Cao
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China
| | - Xiaojun Xu
- Bioland Laboratory, Guangdong Province, Guangzhou, China
| | - Xinyu Wang
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China
| | - Fengkai He
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China
| | - Yichao Lin
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China
| | - Dongyong Guo
- Department of Anesthesiology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Wenwen Bai
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China
| | - Baolin Guo
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Xuyuan Zheng
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China.
| | - Tiaotiao Liu
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China.
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Moura CA, de Sousa-Silva AN, Soares ALM, de Oliveira Torres CI, Belchior H, da Silva Jr ED, Gavioli EC. Ketamine Reduces Avoidance Responses During Re-Exposition to Aversive Stimulus: Comparison Between ( S)-Isomer and Racemic Mixture. Brain Sci 2024; 14:1291. [PMID: 39766490 PMCID: PMC11674349 DOI: 10.3390/brainsci14121291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Revised: 12/12/2024] [Accepted: 12/20/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND/OBJECTIVES Recent studies have investigated the effects of ketamine on fear memory in animals. However, it is unclear if ketamine might affect avoidance memory and emotional behaviors concomitantly. In this study, we compared the effects of (R,S)- and (S)-ketamine in modulating avoidance responses, depression- and anxiety-related behaviors in stressed mice. METHODS Mice were previously exposed to inescapable footshock stress, and 24 h later, they were trained in the active avoidance task. (R,S)-ketamine or (S)-isomer was administered 1 h prior to re-exposition to the active avoidance task. Three hours after drug administration, mice were tested in the tail suspension, followed by the open field test. RESULTS Neither form of ketamine affected avoidance memory retrieval, while (S)-ketamine, and tangentially, (R,S) reduced avoidance responses during re-exposition to aversive stimulus. In the tail suspension test, (R,S)- and (S)-ketamine equally evoked antidepressant effects. In the open field test, the racemic mixture, but not (S)-ketamine, induced anxiolytic actions. CONCLUSIONS These findings reinforce the therapeutic potential of ketamine for the treatment of stress-related disorders, with (R,S)-ketamine being more effective in simultaneously inducing antidepressant and anxiolytic responses and reducing avoidance responses in stressed mice.
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Affiliation(s)
- Clarissa A. Moura
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal 59078-900, Brazil; (C.A.M.); (A.N.d.S.-S.); (A.L.M.S.); (C.I.d.O.T.); (E.D.d.S.J.)
| | - Anne N. de Sousa-Silva
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal 59078-900, Brazil; (C.A.M.); (A.N.d.S.-S.); (A.L.M.S.); (C.I.d.O.T.); (E.D.d.S.J.)
| | - Ana Lívia Mesquita Soares
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal 59078-900, Brazil; (C.A.M.); (A.N.d.S.-S.); (A.L.M.S.); (C.I.d.O.T.); (E.D.d.S.J.)
| | - Carina I. de Oliveira Torres
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal 59078-900, Brazil; (C.A.M.); (A.N.d.S.-S.); (A.L.M.S.); (C.I.d.O.T.); (E.D.d.S.J.)
| | - Hindiael Belchior
- Department of Physical Education, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, Campus Universitário—Lagoa Nova, Natal 59078-900, Brazil;
| | - Edilson D. da Silva Jr
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal 59078-900, Brazil; (C.A.M.); (A.N.d.S.-S.); (A.L.M.S.); (C.I.d.O.T.); (E.D.d.S.J.)
| | - Elaine C. Gavioli
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal 59078-900, Brazil; (C.A.M.); (A.N.d.S.-S.); (A.L.M.S.); (C.I.d.O.T.); (E.D.d.S.J.)
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Zheng Z, Liu Y, Mu R, Guo X, Feng Y, Guo C, Yang L, Qiu W, Zhang Q, Yang W, Dong Z, Qiu S, Dong Y, Cui Y. A small population of stress-responsive neurons in the hypothalamus-habenula circuit mediates development of depression-like behavior in mice. Neuron 2024; 112:3924-3939.e5. [PMID: 39389052 DOI: 10.1016/j.neuron.2024.09.012] [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: 12/11/2023] [Revised: 06/25/2024] [Accepted: 09/13/2024] [Indexed: 10/12/2024]
Abstract
Accumulating evidence has shown that various brain functions are associated with experience-activated neuronal ensembles. However, whether such neuronal ensembles are engaged in the pathogenesis of stress-induced depression remains elusive. Utilizing activity-dependent viral strategies in mice, we identified a small population of stress-responsive neurons, primarily located in the middle part of the lateral hypothalamus (mLH) and the medial part of the lateral habenula (LHbM). These neurons serve as "starter cells" to transmit stress-related information and mediate the development of depression-like behaviors during chronic stress. Starter cells in the mLH and LHbM form dominant connections, which are selectively potentiated by chronic stress. Silencing these connections during chronic stress prevents the development of depression-like behaviors, whereas activating these connections directly elicits depression-like behaviors without stress experience. Collectively, our findings dissect a core functional unit within the LH-LHb circuit that mediates the development of depression-like behaviors in mice.
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Affiliation(s)
- Zhiwei Zheng
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; Department of Neurology and International Institutes of Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu 322000, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Yiqin Liu
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; Department of Neurology and International Institutes of Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu 322000, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Ruiqi Mu
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Xiaonan Guo
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Yirong Feng
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Chen Guo
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Liang Yang
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Wenxi Qiu
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Qi Zhang
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China
| | - Wei Yang
- Department of Biophysics and Department of Neurology of the Fourth Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Zhaoqi Dong
- Department of Neurobiology, School of Basic Medical Sciences, Capital Medical University, Beijing 100069, China
| | - Shuang Qiu
- NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China
| | - Yiyan Dong
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; Department of Neurology and International Institutes of Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu 322000, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China.
| | - Yihui Cui
- Department of Psychiatry of Sir Run Shaw Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; Department of Neurology and International Institutes of Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu 322000, China; NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310058, China.
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