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Sagarkar S, Bhat N, Rotti D, Subhedar NK. AMPA and NMDA receptors in dentate gyrus mediate memory for sucrose in two port discrimination task. Hippocampus 2024; 34:342-356. [PMID: 38780087 DOI: 10.1002/hipo.23609] [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: 06/19/2023] [Revised: 03/30/2024] [Accepted: 04/17/2024] [Indexed: 05/25/2024]
Abstract
Although the phenomenon of memory formation and recall associated with the use of psychotropic drugs has been extensively studied, mechanisms underlying memories for natural reward have not been clarified. Herein, we test the hypothesis that glutamatergic receptors in the dentate gyrus play a role in memories associated with sucrose. We used pellet self-administration protocol to generate memories in two-port nose-poke discrimination task using male Wistar rats. During non-rewarded probe trial, the conditioned animals readily discriminated the active port versus inactive port and showed massive increase in mRNA expression of AMPA receptor subunit genes (gria2, gria3) as well as c-Fos protein in the DG. Access to sweet pellet further enhanced c-Fos expression in the DG. However, animals pre-treated with AMPA receptor antagonist CNQX (intra-DG), on exposure to operant chamber (no pellet), showed decreased discrimination as well as c-Fos expression. We suggest that AMPA receptors in DG mediate recall and consolidation of memories associated with sucrose consumption. CNQX pre-treated animals, if presented with sweet pellet on nose poke, exhibited high discrimination index coupled with increased c-Fos expression. In these CNQX treated rats, the DI was again decreased following administration of NMDA receptor antagonist AP5. We suggest that, although AMPA receptors are blocked, the access to sweet pellet may induce surge of glutamate in the DG, which in turn may reinstate memories via activation of erstwhile silent synapses in NMDA dependant manner.
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MESH Headings
- Animals
- Male
- Rats
- 6-Cyano-7-nitroquinoxaline-2,3-dione/pharmacology
- Conditioning, Operant/drug effects
- Conditioning, Operant/physiology
- Dentate Gyrus/drug effects
- Dentate Gyrus/metabolism
- Discrimination Learning/drug effects
- Discrimination Learning/physiology
- Discrimination, Psychological/drug effects
- Discrimination, Psychological/physiology
- Excitatory Amino Acid Antagonists/pharmacology
- Memory/physiology
- Memory/drug effects
- Proto-Oncogene Proteins c-fos/metabolism
- Rats, Wistar
- Receptors, AMPA/metabolism
- Receptors, AMPA/antagonists & inhibitors
- Receptors, N-Methyl-D-Aspartate/metabolism
- Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors
- RNA, Messenger/metabolism
- Self Administration
- Sucrose/administration & dosage
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Affiliation(s)
- Sneha Sagarkar
- Department of Zoology, Savitribai Phule Pune University, Pune, India
| | - Nagashree Bhat
- Department of Zoology, Savitribai Phule Pune University, Pune, India
| | - Deepa Rotti
- Department of Zoology, Savitribai Phule Pune University, Pune, India
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2
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Vandael D, Jonas P. Structure, biophysics, and circuit function of a "giant" cortical presynaptic terminal. Science 2024; 383:eadg6757. [PMID: 38452088 DOI: 10.1126/science.adg6757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 01/19/2024] [Indexed: 03/09/2024]
Abstract
The hippocampal mossy fiber synapse, formed between axons of dentate gyrus granule cells and dendrites of CA3 pyramidal neurons, is a key synapse in the trisynaptic circuitry of the hippocampus. Because of its comparatively large size, this synapse is accessible to direct presynaptic recording, allowing a rigorous investigation of the biophysical mechanisms of synaptic transmission and plasticity. Furthermore, because of its placement in the very center of the hippocampal memory circuit, this synapse seems to be critically involved in several higher network functions, such as learning, memory, pattern separation, and pattern completion. Recent work based on new technologies in both nanoanatomy and nanophysiology, including presynaptic patch-clamp recording, paired recording, super-resolution light microscopy, and freeze-fracture and "flash-and-freeze" electron microscopy, has provided new insights into the structure, biophysics, and network function of this intriguing synapse. This brings us one step closer to answering a fundamental question in neuroscience: how basic synaptic properties shape higher network computations.
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Affiliation(s)
- David Vandael
- Institute of Science and Technology Austria (ISTA), A-3400 Klosterneuburg, Austria
| | - Peter Jonas
- Institute of Science and Technology Austria (ISTA), A-3400 Klosterneuburg, Austria
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Kang SJ, Kim JH, Kim DI, Roberts BZ, Han S. A pontomesencephalic PACAPergic pathway underlying panic-like behavioral and somatic symptoms in mice. Nat Neurosci 2024; 27:90-101. [PMID: 38177337 PMCID: PMC11195305 DOI: 10.1038/s41593-023-01504-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 10/19/2023] [Indexed: 01/06/2024]
Abstract
Panic disorder is characterized by uncontrollable fear accompanied by somatic symptoms that distinguish it from other anxiety disorders. Neural mechanisms underlying these unique symptoms are not completely understood. Here, we report that the pituitary adenylate cyclase-activating polypeptide (PACAP)-expressing neurons in the lateral parabrachial nucleus projecting to the dorsal raphe are crucial for panic-like behavioral and physiological alterations. These neurons are activated by panicogenic stimuli but inhibited in conditioned fear and anxiogenic conditions. Activating these neurons elicits strong defensive behaviors and rapid cardiorespiratory increase without creating aversive memory, whereas inhibiting them attenuates panic-associated symptoms. Chemogenetic or pharmacological inhibition of downstream PACAP receptor-expressing dorsal raphe neurons abolishes panic-like symptoms. The pontomesencephalic PACAPergic pathway is therefore a likely mediator of panicogenesis, and may be a promising therapeutic target for treating panic disorder.
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Affiliation(s)
- Sukjae J Kang
- Peptide Biology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Jong-Hyun Kim
- Peptide Biology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
- Center for Cognition and Sociality, Institute for Basic Science, Daejeon, Republic of Korea
| | - Dong-Il Kim
- Peptide Biology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Benjamin Z Roberts
- Peptide Biology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
- Neuroscience Graduate Program, University of California San Diego, La Jolla, CA, USA
| | - Sung Han
- Peptide Biology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA.
- Neuroscience Graduate Program, University of California San Diego, La Jolla, CA, USA.
- Center for Neuroscience Imaging Research, Institute for Basic Science, Suwon, Republic of Korea.
- Department of Biomedical Engineering, Sungkyunkwan University, Suwon, Republic of Korea.
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Dai ZH, Xu X, Chen WQ, Nie LN, Liu Y, Sui N, Liang J. The role of hippocampus in memory reactivation: an implication for a therapeutic target against opioid use disorder. CURRENT ADDICTION REPORTS 2022; 9:67-79. [PMID: 35223369 PMCID: PMC8857535 DOI: 10.1007/s40429-022-00407-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/16/2022] [Indexed: 12/29/2022]
Abstract
Purpose of the review The abuse of opioids induces many terrible problems in human health and social stability. For opioid-dependent individuals, withdrawal memory can be reactivated by context, which is then associated with extremely unpleasant physical and emotional feelings during opioid withdrawal. The reactivation of withdrawal memory is considered one of the most important reasons for opioid relapse, and it also allows for memory modulation based on the reconsolidation phenomenon. However, studies exploring withdrawal memory modulation during the reconsolidation window are lacking. By summarizing the previous findings about the reactivation of negative emotional memories, we are going to suggest potential neural regions and systems for modulating opioid withdrawal memory. Recent findings Here, we first present the role of memory reactivation in its modification, discuss how the hippocampus participates in memory reactivation, and discuss the importance of noradrenergic signaling in the hippocampus for memory reactivation. Then, we review the engagement of other limbic regions receiving noradrenergic signaling in memory reactivation. We suggest that noradrenergic signaling targeting hippocampus neurons might play a potential role in strengthening the disruptive effect of withdrawal memory extinction by facilitating the degree of memory reactivation. Summary This review will contribute to a better understanding of the mechanisms underlying reactivation-dependent memory malleability and will provide new therapeutic avenues for treating opioid use disorders.
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Affiliation(s)
- Zhong-hua Dai
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Xing Xu
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Wei-qi Chen
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
- Sino-Danish College, University of Chinese Academy of Sciences, Beijing, China
| | - Li-na Nie
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Ying Liu
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Nan Sui
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Jing Liang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
- Sino-Danish College, University of Chinese Academy of Sciences, Beijing, China
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5
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Cho HY, Shin W, Lee HS, Lee Y, Kim M, Oh JP, Han J, Jeong Y, Suh B, Kim E, Han JH. Turnover of fear engram cells by repeated experience. Curr Biol 2021; 31:5450-5461.e4. [PMID: 34687608 DOI: 10.1016/j.cub.2021.10.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 09/07/2021] [Accepted: 10/01/2021] [Indexed: 10/20/2022]
Abstract
A sparse population of neurons active during a learning event has been identified as memory engram cells. However, cells that are recruited to support memory when experience is repeated have been scarcely explored. Evidence from previous studies provides contradictory views. To address these questions, we employed learning-dependent cell labeling in the lateral amygdala (LA) and applied electrophysiological recording, spine imaging, and optogenetic tools to the labeled neurons with or without retraining. We found that engram cells established from original fear learning became dispensable for memory retrieval specifically with relearning, and this correlated with a reduction of synaptic transmission and loss of dendritic spines in these neurons. Despite such decreased connectivity, direct activation of these neurons resulted in fear-memory recall. We further identified that repeated memory was encoded in neurons active during relearning. These results suggest a shift in neuronal ensembles encoding fear memory in the LA by relearning through disconnection of the existing engram neurons established from original experience.
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Affiliation(s)
- Hye-Yeon Cho
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Wangyong Shin
- Center for Synaptic Brain Dysfunctions, Institute for Basic Science (IBS), Daejeon 34141, Korea
| | - Han-Sol Lee
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Yeji Lee
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Mujun Kim
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Jung-Pyo Oh
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Junho Han
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Yire Jeong
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Boin Suh
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea
| | - Eunjoon Kim
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; Center for Synaptic Brain Dysfunctions, Institute for Basic Science (IBS), Daejeon 34141, Korea
| | - Jin-Hee Han
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea; KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Daejeon 34141, Korea.
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Jeong Y, Cho HY, Kim M, Oh JP, Kang MS, Yoo M, Lee HS, Han JH. Synaptic plasticity-dependent competition rule influences memory formation. Nat Commun 2021; 12:3915. [PMID: 34168140 PMCID: PMC8225794 DOI: 10.1038/s41467-021-24269-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 06/10/2021] [Indexed: 11/08/2022] Open
Abstract
Memory is supported by a specific collection of neurons distributed in broad brain areas, an engram. Despite recent advances in identifying an engram, how the engram is created during memory formation remains elusive. To explore the relation between a specific pattern of input activity and memory allocation, here we target a sparse subset of neurons in the auditory cortex and thalamus. The synaptic inputs from these neurons to the lateral amygdala (LA) are not potentiated by fear conditioning. Using an optogenetic priming stimulus, we manipulate these synapses to be potentiated by the learning. In this condition, fear memory is preferentially encoded in the manipulated cell ensembles. This change, however, is abolished with optical long-term depression (LTD) delivered shortly after training. Conversely, delivering optical long-term potentiation (LTP) alone shortly after fear conditioning is sufficient to induce the preferential memory encoding. These results suggest a synaptic plasticity-dependent competition rule underlying memory formation.
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Affiliation(s)
- Yire Jeong
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
| | - Hye-Yeon Cho
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
| | - Mujun Kim
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
| | - Jung-Pyo Oh
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
| | - Min Soo Kang
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
| | - Miran Yoo
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
| | - Han-Sol Lee
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea
| | - Jin-Hee Han
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea.
- KAIST Institute for the BioCentury (KIB), Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, Korea.
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Zhang Y, Wang Z, Ju J, Liao J, Zhou Q. Elevated activity in the dorsal dentate gyrus reduces expression of fear memory after fear extinction training. J Psychiatry Neurosci 2021; 46:E390-E401. [PMID: 34077148 PMCID: PMC8327976 DOI: 10.1503/jpn.200151] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Effectively reducing the expression of certain aversive memories (fear or trauma memories) with extinction training is generally viewed to be therapeutically important. A deeper understanding of the biological basis for a more effective extinction process is also of high scientific importance. METHODS Our study involved intraventricular injection or local injection into the dorsal dentate gyrus of anti-neuregulin 1 antibodies (anti-NRG1) before fear extinction training, followed by testing the expression of fear memory 24 hours afterward or 9 days later. We used local injection of chemogenetic or optogenetic viruses into the dorsal dentate gyrus to manipulate the activity of the dorsal dentate gyrus and test the expression of fear memory. We also examined the effect of deep brain stimulation in the dorsal dentate gyrus on the expression of fear memory. RESULTS Mice that received intraventricular injection with anti-NRG1 antibodies exhibited lower expression of fear memory and increased density of activated excitatory neurons in the dorsal dentate gyrus. Injection of anti-NRG1 antibodies directly into the dorsal dentate gyrus also led to lower expression of fear memory and more activated neurons in the dorsal dentate gyrus. Inhibiting the activity of dorsal dentate gyrus excitatory neurons using an inhibitory designer receptor exclusively activated by designer drugs (DREADD) eliminated the effects of the anti-NRG1 antibodies. Enhancing the activity of the dorsal dentate gyrus with an excitatory DREADD or optogenetic stimulation resulted in lower expression of fear memory in mice that did not receive infusion of anti-NRG1 antibodies. Deep brain stimulation in the dorsal dentate gyrus effectively suppressed expression of fear memory, both during and after fear extinction training. LIMITATIONS The mechanism for the contribution of the dorsal dentate gyrus to the expression of fear memory needs further exploration. CONCLUSION Activation of the dorsal dentate gyrus may play an important role in modulating the expression of fear memory; its potential use in fear memory extinction is worthy of further exploration.
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Affiliation(s)
- Yujie Zhang
- From the Peking University, Shenzhen Graduate School, School of Chemical Biology and Biotechnology, State Key Laboratory of Chemical Oncogenomics, Key Laboratory of Chemical Genomics, Shenzhen 518055, Peoples R China (Zhang, Wang, Zhou); the Precision Medicine Centre, the Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China (Ju); and the Pediatric Neurology, Shenzhen Children’s Hospital, Shenzhen, 518038, China (Zhang, Liao)
| | - Zongliang Wang
- From the Peking University, Shenzhen Graduate School, School of Chemical Biology and Biotechnology, State Key Laboratory of Chemical Oncogenomics, Key Laboratory of Chemical Genomics, Shenzhen 518055, Peoples R China (Zhang, Wang, Zhou); the Precision Medicine Centre, the Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China (Ju); and the Pediatric Neurology, Shenzhen Children’s Hospital, Shenzhen, 518038, China (Zhang, Liao)
| | - Jun Ju
- From the Peking University, Shenzhen Graduate School, School of Chemical Biology and Biotechnology, State Key Laboratory of Chemical Oncogenomics, Key Laboratory of Chemical Genomics, Shenzhen 518055, Peoples R China (Zhang, Wang, Zhou); the Precision Medicine Centre, the Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China (Ju); and the Pediatric Neurology, Shenzhen Children’s Hospital, Shenzhen, 518038, China (Zhang, Liao)
| | - Jianxiang Liao
- From the Peking University, Shenzhen Graduate School, School of Chemical Biology and Biotechnology, State Key Laboratory of Chemical Oncogenomics, Key Laboratory of Chemical Genomics, Shenzhen 518055, Peoples R China (Zhang, Wang, Zhou); the Precision Medicine Centre, the Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China (Ju); and the Pediatric Neurology, Shenzhen Children’s Hospital, Shenzhen, 518038, China (Zhang, Liao)
| | - Qiang Zhou
- From the Peking University, Shenzhen Graduate School, School of Chemical Biology and Biotechnology, State Key Laboratory of Chemical Oncogenomics, Key Laboratory of Chemical Genomics, Shenzhen 518055, Peoples R China (Zhang, Wang, Zhou); the Precision Medicine Centre, the Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China (Ju); and the Pediatric Neurology, Shenzhen Children’s Hospital, Shenzhen, 518038, China (Zhang, Liao)
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