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Li H, Li F, Chen Z, Wu E, Dai X, Li D, An H, Zeng S, Wang C, Yang L, Long C. Glutamatergic CYLD deletion leads to aberrant excitatory activity in the basolateral amygdala: association with enhanced cued fear expression. Neural Regen Res 2025; 20:3259-3272. [PMID: 39715097 PMCID: PMC11881721 DOI: 10.4103/nrr.nrr-d-24-00054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 03/30/2024] [Accepted: 05/06/2024] [Indexed: 12/25/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202511000-00029/figure1/v/2024-12-20T164640Z/r/image-tiff Neuronal activity, synaptic transmission, and molecular changes in the basolateral amygdala play critical roles in fear memory. Cylindromatosis (CYLD) is a deubiquitinase that negatively regulates the nuclear factor kappa-B pathway. CYLD is well studied in non-neuronal cells, yet under-investigated in the brain, where it is highly expressed. Emerging studies have shown involvement of CYLD in the remodeling of glutamatergic synapses, neuroinflammation, fear memory, and anxiety- and autism-like behaviors. However, the precise role of CYLD in glutamatergic neurons is largely unknown. Here, we first proposed involvement of CYLD in cued fear expression. We next constructed transgenic model mice with specific deletion of Cyld from glutamatergic neurons. Our results show that glutamatergic CYLD deficiency exaggerated the expression of cued fear in only male mice. Further, loss of CYLD in glutamatergic neurons resulted in enhanced neuronal activation, impaired excitatory synaptic transmission, and altered levels of glutamate receptors accompanied by over-activation of microglia in the basolateral amygdala of male mice. Altogether, our study suggests a critical role of glutamatergic CYLD in maintaining normal neuronal, synaptic, and microglial activation. This may contribute, at least in part, to cued fear expression.
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Affiliation(s)
- Huidong Li
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
- School of Life Sciences, Guangzhou University, Guangzhou, Guangdong Province, China
| | - Faqin Li
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
| | - Zhaoyi Chen
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
| | - Erwen Wu
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
| | - Xiaoxi Dai
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
| | - Danni Li
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
| | - Haojie An
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
| | - Shiyi Zeng
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
| | - Chunyan Wang
- Guangdong Provincial Key Laboratory of Major Obstetric Diseases, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, China
| | - Li Yang
- School of Life Sciences, Guangzhou University, Guangzhou, Guangdong Province, China
| | - Cheng Long
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong Province, China
- South China Normal University-Panyu Central Hospital Joint Laboratory of Translational Medical Research, Panyu Central Hospital, Guangzhou, Guangdong Province, China
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Poggi G, Portalés A, Robert M, Hofer C, Schmid S, Kúkeľová D, Sigrist H, Just S, Hengerer B, Pryce CR. Chronic social stress induces generalized hyper-sensitivity to aversion: A mouse model with translational validity for understanding and treating negative valence disorders. Neuropharmacology 2025; 273:110430. [PMID: 40154946 DOI: 10.1016/j.neuropharm.2025.110430] [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: 01/22/2025] [Revised: 03/03/2025] [Accepted: 03/24/2025] [Indexed: 04/01/2025]
Abstract
The RDoC framework focuses on neurobehavioral processes often dysfunctional in mental disorders and commensurate with translational research. Generalized hyper-sensitivity to aversion/threat is common in various stress-related emotional disorders; increased Pavlovian aversion learning-memory (PAL, PAM) provides a translational paradigm for its study. Here we present the development and application of a mouse model for the study of generalized hyper-sensitivity to aversion/threat. In male adult mice, chronic exposure to social aversion (chronic social stress, CSS) leads, relative to controls (CON), to increased acquisition and expression of tone-footshock conditioned freezing behavior. The altered neurobehavioral state of CSS mice is expected to involve structure-function changes in amygdala: in CSS mice, higher levels of both PAL and PAM freezing behavior co-occurred with fewer lateral/basal amygdala glutamate neurons expressing the immediate early-gene protein c-Fos. A current antidepressant, SSRI escitalopram, reversed excessive PAM freezing behavior in CSS mice with sub-chronic dosing. The model was applied to investigate 3 compounds with novel mechanisms of action: indoleamine dioxygenase 1 (IDO 1) inhibition, somatostatin receptor 4 (SSTR4) agonism, and transient receptor potential canonical channels 4 and 5 (TRPC4/5) inhibition. For each, there was evidence for attenuation of excessive PAL and/or PAM in CSS mice. Preclinical validation of TRPC4/5 channels inhibition contributed to the decision to investigate, and accurately predicted, clinical efficacy, measured as reduced amygdala and emotional reactivities to aversion in major depressive disorder. Future work will focus on (back-)translational studies that address stress-induced changes in amygdala reactivity and aversion processing, their underlying etio-pathophysiological causes, and neuropharmacological responsiveness.
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Affiliation(s)
- Giulia Poggi
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - Adrián Portalés
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - Mélisse Robert
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - Céline Hofer
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - Sophie Schmid
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - Diana Kúkeľová
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - Hannes Sigrist
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - Stefan Just
- Department of CNS Diseases Research, Boehringer Ingelheim Pharma GmbH & Co KG, Biberach, Germany
| | - Bastian Hengerer
- Department of CNS Diseases Research, Boehringer Ingelheim Pharma GmbH & Co KG, Biberach, Germany
| | - Christopher R Pryce
- Preclinical Laboratory, Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland; Neuroscience Center Zurich, Zurich, Switzerland.
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Ubri CE, Farrugia AM, Cohen AS. Mild Traumatic Brain Injury Impairs Fear Extinction and Network Excitability in the Infralimbic Cortex. J Neurotrauma 2025. [PMID: 40401451 DOI: 10.1089/neu.2025.0046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2025] Open
Abstract
Traumatic brain injury (TBI) is a leading cause of morbidity and disability, with mild TBI (concussions) representing over 80% of cases. Although often considered benign, mild TBI is associated with persistent neuropsychiatric conditions, including post-traumatic stress disorder, anxiety, and depression. A hallmark of these conditions is impaired fear extinction (FE), the process by which learned fear responses are inhibited in safe contexts. This dysfunction contributes to maladaptive fear expression and is linked to altered neurocircuitry, particularly in the infralimbic cortex (IL), a key region in FE. Despite extensive evidence of impaired FE in patients with mild TBI and animal models, the specific mechanisms underlying this deficit remain poorly understood. This study aimed to address this gap by combining cued-FE behavior, local field potential recordings, and whole-cell patch-clamp techniques to investigate how mild TBI affects IL network activity and excitability in a mouse model of TBI. Our results demonstrate that mild lateral fluid percussion injury significantly impairs FE memory, as evidenced by an elevated cued-fear response during extinction testing 10 days post-injury. Field potential recordings revealed decreased activation of the IL network in both layers II/III and V, which was consistent with the observed behavioral deficits. Further analysis of synaptic physiology revealed an imbalance in excitatory and inhibitory neurotransmission (E/I imbalance) in the IL, characterized by reduced excitatory input and enhanced inhibitory input to neurons in both layers. Moreover, intrinsic excitability was altered in IL neurons after mild TBI. This study provides novel insights into how mild TBI disrupts the neurocircuitry underlying FE, specifically by suppressing IL excitability. These results highlight the importance of understanding the mechanistic disruptions in IL activity for developing therapeutic strategies to address fear-based disorders in patients with mild TBI.
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Affiliation(s)
- Catherine E Ubri
- Department of Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department and Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Anthony M Farrugia
- Department and Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Akiva S Cohen
- Department of Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department and Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Wang X, Yue Z, Shi L, He W, Shao L, Liu Y, Zhang J, Bi S, Deng T, Yuan F, Wang S. Activation of Centromedial Amygdala GABAergic Neurons Produces Hypotension in Mice. Neurosci Bull 2025; 41:759-774. [PMID: 39581900 PMCID: PMC12014883 DOI: 10.1007/s12264-024-01317-9] [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: 06/29/2024] [Accepted: 08/27/2024] [Indexed: 11/26/2024] Open
Abstract
The central amygdala (CeA) is a crucial modulator of emotional, behavioral, and autonomic functions, including cardiovascular responses. Despite its importance, the specific circuit by which the CeA modulates blood pressure remains insufficiently explored. Our investigations demonstrate that photostimulation of GABAergic neurons in the centromedial amygdala (CeMGABA), as opposed to those in the centrolateral amygdala (CeL), produces a depressor response in both anesthetized and freely-moving mice. In addition, activation of CeMGABA axonal terminals projecting to the nucleus tractus solitarius (NTS) significantly reduces blood pressure. These CeMGABA neurons form synaptic connections with NTS neurons, allowing for the modulation of cardiovascular responses by influencing the caudal or rostral ventrolateral medulla. Furthermore, CeMGABA neurons targeting the NTS receive dense inputs from the CeL. Consequently, stimulation of CeMGABA neurons elicits hypotension through the CeM-NTS circuit, offering deeper insights into the cardiovascular responses associated with emotions and behaviors.
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Affiliation(s)
- Xiaoyi Wang
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Ziteng Yue
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Luo Shi
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Wei He
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Liuqi Shao
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Yuhang Liu
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Jinye Zhang
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Shangyu Bi
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Tianjiao Deng
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China
| | - Fang Yuan
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China.
- Hebei Key Laboratory of Neurophysiology, Shijiazhuang, 050017, China.
| | - Sheng Wang
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, 050017, China.
- Hebei Key Laboratory of Neurophysiology, Shijiazhuang, 050017, China.
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Kramer P, Nguyen L, Kinchington PR. Estrogens produced within the central amygdala inhibit varicella zoster-induced orofacial pain. J Neuroendocrinol 2025; 37:e70012. [PMID: 40016124 PMCID: PMC12045675 DOI: 10.1111/jne.70012] [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: 08/19/2024] [Revised: 01/29/2025] [Accepted: 02/16/2025] [Indexed: 03/01/2025]
Abstract
Varicella zoster virus (VZV) causes chicken pox, and reactivation of this virus later in life causes shingles. Previous work demonstrated that estrogens could reduce VZV-induced orofacial pain and affect gene expression in the central amygdala. It is known that the central amygdala processes pain signals from the orofacial region and that estrogens produced by the enzyme aromatase within the central amygdala regulate neuronal function. Based on the previous studies, it was hypothesized estrogens produced within the central amygdala attenuate VZV-induced orofacial pain. To address this hypothesis, male Long-Evans rats were implanted with cannulas terminating in the central amygdala. Through these cannulas, the aromatase inhibitor letrozole or estrogen receptor alpha (ERα) agonist, 4,4',4″-(4-propyl-[1H]-pyrazole-1,3,5-triyl)trisphenol (PPT), was infused in the central amygdala. The whisker pad of each rat was injected with either MeWo cells or MeWo cells containing VZV. One week after VZV injection, letrozole or PPT was infused into the central amygdala, followed by measuring pain behavior, GABA release, and estradiol concentrations. Tissues in the orofacial pain pathway were isolated, and neuronal activity was quantitated by counting c-Fos-positive neurons. Letrozole significantly increased the pain response and decreased GABA release. Letrozole also decreased estradiol within the central amygdala. Infusion of PPT reduced pain and increased GABA release. Moreover, letrozole increased the number of active neurons in the lateral parabrachial nucleus and spinal trigeminal nucleus, while PPT reduced the number of active neurons in the trigeminal ganglia, lateral parabrachial nucleus, and spinal trigeminal nucleus. The results suggest aromatase-derived estradiol interacts with ERα within the central amygdala to attenuate VZV-induced pain by increasing GABA release and reducing neuronal activity in the pain pathway.
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Affiliation(s)
- Phillip Kramer
- Department of Biomedical SciencesTexas A&M University College of DentistryDallasTexasUSA
| | - Lauren Nguyen
- Department of Biomedical SciencesTexas A&M University College of DentistryDallasTexasUSA
| | - Paul R. Kinchington
- Departments of Ophthalmology and of Molecular Microbiology and GeneticsUniversity of PittsburghPittsburghPennsylvaniaUSA
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Contesse T, Gomes-Ribeiro J, Royon L, Fofo H, Braine A, Glangetas C, Zhang S, Barbano MF, Soiza-Reilly M, Georges F, Barik J, Fernandez SP. Social stress increases anxiety by GluA1-dependent synaptic strengthening of ventral tegmental area inputs to the basolateral amygdala. Biol Psychiatry 2025:S0006-3223(25)01121-7. [PMID: 40245975 DOI: 10.1016/j.biopsych.2025.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 03/17/2025] [Accepted: 04/06/2025] [Indexed: 04/19/2025]
Abstract
BACKGROUND Brain defensive mechanisms evolved to maintain low levels of state anxiety. However, risk factors such as stress exposure shifts activity within defensive circuits, resulting in increased anxiety. The amygdala is a crucial node for maintaining adaptive anxiety levels, and amygdala hyperactivity can lead to pathological anxiety through mechanisms that are not well understood. METHODS We used chronic social defeat stress (CSD) in mice. We combined anatomical tracing methods, patch-clamp recordings and optogenetics to probe how synaptic inputs from the ventral tegmental area (VTA) to the basolateral amygdala (BLA) are affected by CSD. We performed in vivo fiber photometry recordings to track inputs onto basolateral amygdala. Array tomography and electron microscopy were used to unravel the structural composition of VTA-BLA synapses. RESULTS We identified the VTA as a source of glutamatergic inputs to the BLA potentiated by stress. In turn, inputs from mPFC were not potentiated. BLA-projecting VTA glutamatergic neurons are activated by social stress, increasing their excitability and synaptic strength. In vivo potentiation of VTA glutamatergic inputs in the BLA is sufficient to increase anxiety. We showed that stress-induced synaptic strengthening is mediated by insertion of GluA1-containing AMPA receptors. Impeding GluA1 subunit trafficking in BLA neurons with VTA upstream inputs prevents stress-induced increase in synaptic firing and anxiety. CONCLUSIONS Potentiation of VTA inputs increases synaptic integration, enhancing amygdala activity and promoting maladaptive anxiety. Understanding the impact of amygdala hyperactivity could lead to targeted therapies, restoring circuit balance and offering new precision medicine approaches for anxiety disorders.
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Affiliation(s)
- Thomas Contesse
- Université Côte d'Azur, Nice, France; Institut de Pharmacologie Moléculaire & Cellulaire, CNRS UMR7275, Valbonne, France; Inserm U1323
| | - Joana Gomes-Ribeiro
- Université Côte d'Azur, Nice, France; Institut de Pharmacologie Moléculaire & Cellulaire, CNRS UMR7275, Valbonne, France; Inserm U1323
| | - Lea Royon
- Université Côte d'Azur, Nice, France; Institut de Pharmacologie Moléculaire & Cellulaire, CNRS UMR7275, Valbonne, France; Inserm U1323
| | - Hugo Fofo
- Université Côte d'Azur, Nice, France; Institut de Pharmacologie Moléculaire & Cellulaire, CNRS UMR7275, Valbonne, France; Inserm U1323
| | - Anaelle Braine
- Université de Bordeaux, CNRS, IMN, UMR 5293, F-33000 Bordeaux, France
| | | | - Shiliang Zhang
- Confocal and Electron Microscopy Core, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, 21224, USA
| | - M Flavia Barbano
- Integrative Neuroscience Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD 21224, USA
| | - Mariano Soiza-Reilly
- Instituto de Fisiología, Biología Molecular y Neurociencias (IFIBYNE), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos AiresC1428EGA, Argentina
| | - François Georges
- Université de Bordeaux, CNRS, IMN, UMR 5293, F-33000 Bordeaux, France
| | - Jacques Barik
- Université Côte d'Azur, Nice, France; Institut de Pharmacologie Moléculaire & Cellulaire, CNRS UMR7275, Valbonne, France; Inserm U1323.
| | - Sebastian P Fernandez
- Université Côte d'Azur, Nice, France; Institut de Pharmacologie Moléculaire & Cellulaire, CNRS UMR7275, Valbonne, France; Inserm U1323.
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Wang X, Bi S, Yue Z, Chen X, Liu Y, Deng T, Shao L, Jing X, Wang C, Wang Y, He W, Yu H, Shi L, Yuan F, Wang S. GABAergic neurons in central amygdala contribute to orchestrating anxiety-like behaviors and breathing patterns. Nat Commun 2025; 16:3544. [PMID: 40229297 PMCID: PMC11997173 DOI: 10.1038/s41467-025-58791-6] [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: 03/10/2024] [Accepted: 04/02/2025] [Indexed: 04/16/2025] Open
Abstract
Anxiety is characterized by dysregulated respiratory reactivity to emotional stimuli. The central amygdala (CeA) is a pivotal structure involved in processing emotional alterations, but its involvement in orchestrating anxiety-like behaviors and specific breathing patterns remains largely unexplored. Our findings demonstrate that the acute restraint stress (ARS) induces anxiety-like behaviors in mice, marked by prolonged grooming time and faster respiratory frequency (RF). Conversely, silencing GABAergic CeA neurons reduces post-ARS anxiety-like behaviors, as well as the associated increases in grooming time and RF. In actively behaving mice, stimulation of GABAergic CeA neurons elicits anxiety-like behaviors, concurrently prolongs grooming time, accelerates RF through a CeA-thalamic paraventricular nucleus (PVT) circuit. In either behaviorally quiescent or anesthetized mice, stimulation of these neurons significantly increases RF but does not induce anxiety-like behaviors through the CeA-lateral parabrachial nucleus (LPBN) circuit. Collectively, GABAergic CeA neurons are instrumental in orchestrating anxiety-like behaviors and breathing patterns primarily through the CeA-PVT and CeA-LPBN circuits, respectively.
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Affiliation(s)
- Xiaoyi Wang
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Shangyu Bi
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Ziteng Yue
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Xinxin Chen
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Yuhang Liu
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Tianjiao Deng
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Liuqi Shao
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Xinyi Jing
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Cuidie Wang
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Yakun Wang
- Department of Sleep Medicine, Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Wei He
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Hongxiao Yu
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Luo Shi
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China
| | - Fang Yuan
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China.
- Hebei Key Laboratory of Neurophysiology, Shijiazhuang, China.
| | - Sheng Wang
- Department of Neurobiology, Hebei Medical University, Shijiazhuang, China.
- Hebei Key Laboratory of Neurophysiology, Shijiazhuang, China.
- The Key Laboratory of Neural and Vascular Biology, Ministry of Education, Shijiazhuang, China.
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8
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Trent S, Abdullah MH, Parwana K, Valdivieso MA, Hassan Z, Müller CP. Fear conditioning: Insights into learning, memory and extinction and its relevance to clinical disorders. Prog Neuropsychopharmacol Biol Psychiatry 2025; 138:111310. [PMID: 40056965 DOI: 10.1016/j.pnpbp.2025.111310] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 02/26/2025] [Accepted: 03/02/2025] [Indexed: 03/15/2025]
Abstract
Fear, whether innate or learned, is an essential emotion required for survival. The learning, and subsequent memory, of fearful events enhances our ability to recognise and respond to threats, aiding adaptation to new, ever-changing environments. Considerable research has leveraged associative learning protocols such as contextual or auditory forms of fear conditioning in rodents, to understand fear learning, memory consolidation and extinction phases of memory. Such assays have led to detailed characterisation of the underlying neurocircuitry and neurobiology supporting fear learning processes. Given fear processing is conserved across rodents and humans, fear conditioning experiments provide translational insights into fundamental memory processes and fear-related pathologies. This review examines associative learning protocols used to measure fear learning, memory and extinction, before providing an overview on the underlying complex neurocircuitry including the amygdala, hippocampus and medial prefrontal cortex. This is followed by an in-depth commentary on the neurobiology, particularly synaptic plasticity mechanisms, which regulate fear learning, memory and extinction. Next, we consider how fear conditioning assays in rodents can inform our understanding of disrupted fear memory in human disorders such as post-traumatic stress disorder (PTSD), anxiety and psychiatric disorders including schizophrenia. Lastly, we critically evaluate fear conditioning protocols, highlighting some of the experimental and theoretical limitations and the considerations required when conducting such assays, alongside recent methodological advancements in the field. Overall, rodent-based fear conditioning assays remain central to making progress in uncovering fundamental memory phenomena and understanding the aetiological mechanisms that underpin fear associated disorders, alongside the development of effective therapeutic strategies.
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Affiliation(s)
- Simon Trent
- School of Life Sciences, Faculty of Natural Sciences, Huxley Building, Keele University, Keele ST5 5BG, UK.
| | | | - Krishma Parwana
- School of Life Sciences, Faculty of Natural Sciences, Huxley Building, Keele University, Keele ST5 5BG, UK
| | - Maria Alcocer Valdivieso
- School of Life Sciences, Faculty of Natural Sciences, Huxley Building, Keele University, Keele ST5 5BG, UK
| | - Zurina Hassan
- Centre for Drug Research, Universiti Malaysia (USM), 11800 Penang, Malaysia
| | - Christian P Müller
- Department of Psychiatry and Psychotherapy, University Clinic, Friedrich-Alexander-University of Erlangen-Nürnberg, Schwabachanlage 6, 91054 Erlangen, Germany; Institute of Psychopharmacology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
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9
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Grabenhorst F, Báez-Mendoza R. Dynamic coding and sequential integration of multiple reward attributes by primate amygdala neurons. Nat Commun 2025; 16:3119. [PMID: 40169589 PMCID: PMC11962072 DOI: 10.1038/s41467-025-58270-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 03/12/2025] [Indexed: 04/03/2025] Open
Abstract
The value of visual stimuli guides learning, decision-making, and motivation. Although stimulus values often depend on multiple attributes, how neurons extract and integrate distinct value components from separate cues remains unclear. Here we recorded the activity of amygdala neurons while two male monkeys viewed sequential cues indicating the probability and magnitude of expected rewards. Amygdala neurons frequently signaled reward probability in an abstract, stimulus-independent code that generalized across cue formats. While some probability-coding neurons were insensitive to magnitude information, signaling 'pure' probability rather than value, many neurons showed biphasic responses that signaled probability and magnitude in a dynamic (temporally-patterned) and flexible (reversible) value code. Specific amygdala neurons integrated these reward attributes into risk signals that quantified the variance of expected rewards, distinct from value. Population codes were accurate, mutually transferable between value components, and expressed differently across amygdala nuclei. Our findings identify amygdala neurons as a substrate for the sequential integration of multiple reward attributes into value and risk.
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Affiliation(s)
- Fabian Grabenhorst
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
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10
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Zafiri D, Salinas-Hernández XI, De Biasi ES, Rebelo L, Duvarci S. Dopamine prediction error signaling in a unique nigrostriatal circuit is critical for associative fear learning. Nat Commun 2025; 16:3066. [PMID: 40157963 PMCID: PMC11954928 DOI: 10.1038/s41467-025-58382-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 03/13/2025] [Indexed: 04/01/2025] Open
Abstract
Learning by experience that certain cues in the environment predict danger is crucial for survival. How dopamine (DA) circuits drive this form of associative learning is not fully understood. Here, in male mice, we demonstrate that DA neurons projecting to a unique subregion of the dorsal striatum, the posterior tail of the striatum (TS), encode a prediction error (PE) signal during associative fear learning. These DA neurons are necessary specifically during acquisition of fear learning, but not once the fear memory is formed, and are not required for forming cue-reward associations. Notably, temporally-precise inhibition or excitation of DA terminals in TS impairs or enhances fear learning, respectively. Furthermore, neuronal activity in TS is crucial for the acquisition of associative fear learning and learning-induced activity patterns in TS critically depend on DA input. Together, our results reveal that DA PE signaling in a non-canonical nigrostriatal circuit is important for driving associative fear learning.
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Affiliation(s)
- Daphne Zafiri
- Institute of Neurophysiology, Neuroscience Center, Goethe University, Frankfurt, Germany
| | | | - Eloah S De Biasi
- Institute of Neurophysiology, Neuroscience Center, Goethe University, Frankfurt, Germany
| | - Leonor Rebelo
- Institute of Neurophysiology, Neuroscience Center, Goethe University, Frankfurt, Germany
| | - Sevil Duvarci
- Institute of Neurophysiology, Neuroscience Center, Goethe University, Frankfurt, Germany.
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11
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Kuznetsov A. Dopamine modulation of basolateral amygdala activity and function. J Comput Neurosci 2025:10.1007/s10827-025-00897-3. [PMID: 40106071 DOI: 10.1007/s10827-025-00897-3] [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: 07/27/2024] [Revised: 02/09/2025] [Accepted: 02/10/2025] [Indexed: 03/22/2025]
Abstract
The basolateral amygdala (BLA) is central to emotional processing, fear learning, and memory. Dopamine (DA) significantly influences BLA function, yet its precise effects are not clear. We present a mathematical model exploring how DA modulation of BLA activity depends on the network's current state. Specifically, we model the firing rates of interconnected neural groups in the BLA and their responses to external stimuli and DA modulation. BLA projection neurons are separated into two groups according to their responses-fear and safety. These groups are connected by mutual inhibition though interneurons. We contrast 'differentiated' BLA states, where fear and safety projection neurons exhibit distinct activity levels, with 'non-differentiated' states. We posit that differentiated states support selective responses and short-term emotional memory. On the other hand, non-differentiated states represent either the case in which BLA is disengaged, or the activation of the fear and safety neurons is at a similar moderate or high level. We show that, while DA further disengages BLA in the low activity state, it destabilizes the moderate activity non-differentiated BLA state. We show that in the latter non-differentiated state the BLA is hypersensitive, and the polarity of its responses (fear or safety) to salient stimuli is highly random. We hypothesize that this non-differentiated state is related to anxiety and Post-Traumatic Stress Disorder (PTSD).
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Affiliation(s)
- Alexey Kuznetsov
- Department of Mathematical Sciences, Indiana University Indianapolis, Indianapolis, IN, USA.
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12
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Wong FS, Thomas AB, Killcross S, Laurent V, Westbrook RF, Holmes NM. Integration of sensory and fear memories in the rat medial temporal lobe. eLife 2025; 13:RP101965. [PMID: 40106328 PMCID: PMC11922503 DOI: 10.7554/elife.101965] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2025] Open
Abstract
Wong et al., 2019 used a sensory preconditioning protocol to examine how sensory and fear memories are integrated in the rat medial temporal lobe. In this protocol, rats integrate a sound-light (sensory) memory that forms in stage 1 with a light-shock (fear) memory that forms in stage 2 to generate fear responses (freezing) across test presentations of the sound in stage 3. Here, we advance this research by showing that (1) how/when rats integrate the sound-light and light-shock memories (online in stage 2 or at test in stage 3) changes with the number of sound-light pairings in stage 1; and (2) regardless of how/when it occurs, the integration requires communication between two regions of the medial temporal lobe: the perirhinal cortex and basolateral amygdala complex. Thus, 'event familiarity' determines how/when sensory and fear memories are integrated but not the circuitry by which the integration occurs: this remains the same.
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Affiliation(s)
- Francesca S Wong
- School of Psychology, University of New South WalesSydneyAustralia
| | - Alina B Thomas
- School of Psychology, University of New South WalesSydneyAustralia
| | - Simon Killcross
- School of Psychology, University of New South WalesSydneyAustralia
| | - Vincent Laurent
- School of Psychology, University of New South WalesSydneyAustralia
| | - R Fred Westbrook
- School of Psychology, University of New South WalesSydneyAustralia
| | - Nathan M Holmes
- School of Psychology, University of New South WalesSydneyAustralia
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13
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Zhang Y, Shi S, Mao E, Chen Y, Chen J, Tian M, Huang F, Cai Z, Li Y, Kou Z. Tac1-expressing neurons in the central amygdala predominantly mediate histamine-induced itch by receiving inputs from parabrachial Tac1-expressing neurons. Brain Res 2025; 1851:149492. [PMID: 39914640 DOI: 10.1016/j.brainres.2025.149492] [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: 11/29/2024] [Revised: 01/31/2025] [Accepted: 02/02/2025] [Indexed: 02/12/2025]
Abstract
Itch is a distinct and bothersome sensation closely associated with a strong urge to scratch. Both the parabrachial nucleus (PBN) and the central amygdala (CeA) are responsive to itch stimuli and contain neurons that express tachykinin 1 (Tac1), which are known for their significant involvement in itch-induced scratching at both spinal and supraspinal levels. Significantly, the PBN neurons project their axons to form close connections with the CeA neurons. However, the role of the PBNTac1-CeATac1 pathway in modulating itch remains to be determined. We utilized immunohistochemistry, fiber photometry, chemogenetic, and behavioral techniques to investigate the role of the PBNTac1-CeATac1 pathway in itch. Our results indicate that neurons in the CeA can be more activated by acute itch than chronic itch. Notably, in response to acute itch stimuli, both CeATac1 and PBNTac1 neurons were specifically activated by histamine (His)-induced itch. Furthermore, the Tac1-positive terminals from the PBNTac1 neurons formed close connections with CeATac1 neurons. We also demonstrated that activating the PBNTac1-CeA pathway using a chemogenetic approach could increase scratching behaviors in His-induced itch, other than chloroquine (CQ)-induced itch. Conversely, inhibiting the PBNTac1-CeA pathway decreased scratching behaviors in mice with His-induced itch. Taken together, these results suggest that the PBNTac1-CeATac1 pathway may play a specific role in modulating His-induced acute itch.
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Affiliation(s)
- Yingning Zhang
- Department of Human Anatomy, Baotou Medical College, Baotou 014040 China; Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China
| | - Sujuan Shi
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China
| | - E Mao
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China
| | - Yuling Chen
- Department of Human Anatomy, Baotou Medical College, Baotou 014040 China; Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China
| | - Jing Chen
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China
| | - Miao Tian
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China
| | - Fensheng Huang
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China
| | - Zhiping Cai
- Department of Human Anatomy, Baotou Medical College, Baotou 014040 China.
| | - Yunqing Li
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China; Department of Human Anatomy, Basic Medical College, Zunyi Medical University, Zunyi 563006 China; Department of Anatomy, College of Basic Medicine, Dali University, Dali 671000 China.
| | - Zhenzhen Kou
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, The Fourth Military Medical University, Xi'an 710032 China; Department of Anatomy, College of Basic Medicine, Dali University, Dali 671000 China.
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14
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Katori S, Nishizumi H, Noguchi-Katori Y, Sakano H. Separation of pups from their mother mice enhances odor associative learning at the late lactation stage. Sci Rep 2025; 15:6700. [PMID: 40000775 PMCID: PMC11861599 DOI: 10.1038/s41598-025-90821-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
During lactation, mammalian pups rely on the dam for survival and associative learning related to maternal stimuli. This study investigates how maternal preference shifts during the late lactation period in mouse pups. Pups conditioned with odorized dams during this period exhibited distinct preferences: those exposed to 4-methylthiazole (4MT) preferred it, while controls avoided it, and eugenol (EG)-conditioned pups showed no response. Interestingly, dams painted with 4MT displayed reduced maternal care compared to EG- or oil-painted dams. To separate maternal presence from odor experience, pups were exposed to 4MT or EG without the dam. Odor-preference learning occurred only when pups remained with their siblings but failed when separated from both the dam and all of their siblings. These findings suggest that dam separation in the presence of siblings facilitates odor-preference learning, indicating a developmental shift towards reduced dam reliance and preparation for independence.
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Affiliation(s)
- Shota Katori
- Department of Brain Function, School of Medical Sciences, University of Fukui, Matsuoka, Fukui, 910-1193, Japan
- KOKORO-Biology Group, Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka, 565-0871, Japan
| | - Hirofumi Nishizumi
- Department of Brain Function, School of Medical Sciences, University of Fukui, Matsuoka, Fukui, 910-1193, Japan
| | - Yukiko Noguchi-Katori
- Department of Brain Function, School of Medical Sciences, University of Fukui, Matsuoka, Fukui, 910-1193, Japan
| | - Hitoshi Sakano
- Department of Brain Function, School of Medical Sciences, University of Fukui, Matsuoka, Fukui, 910-1193, Japan.
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15
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Zhao Y, Mei Y, Sun J, Tian Y. A Supramolecular Fluorescent Chemosensor Enabling Specific and Rapid Quantification of Norepinephrine Dynamics. J Am Chem Soc 2025; 147:5025-5034. [PMID: 39882873 DOI: 10.1021/jacs.4c14727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2025]
Abstract
Host-guest supramolecular fluorescence probes have garnered significant attention in the detection and sensing of bioactive molecules due to their functionalization potential, adjustable physical properties, and high specificity. However, such probes that reliably, rapidly, and specifically measure neurotransmitter dynamics at the cellular and in vivo level have yet to be reported. Herein, we present a supramolecular fluorescent chemosensor designed for norepinephrine (NE) detection, showing an exceptional response and specificity through host-guest complexation. Multiple covalent/noncovalent interactions, molecular-folding, and confinement effect in the system synergistically enhance selectivity and accelerate reaction kinetics down to 190 ms. Our chemosensor enables real-time quantification and imaging of NE across various models including neuronal cytomembranes, brain tissues, and zebrafish. Notably, we successfully monitored NE levels in 26 brain regions of freely moving mice under fear-induced stress, revealing elevated concentrations of NE in these regions associated with emotional processing. Thus, our chemosensor is a robust tool for measuring neurotransmitter dynamics in diverse model organisms.
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Affiliation(s)
- Yudan Zhao
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, Dongchuan Road 500, Shanghai 200241, P. R. China
| | - Yuxiao Mei
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, Dongchuan Road 500, Shanghai 200241, P. R. China
| | - Jing Sun
- Shanghai Engineering Research Center of Molecular Therapeutics and New Drug Development, School of Chemistry and Molecular Engineering, East China Normal University, Dongchuan Road 500, Shanghai 200241, P. R. China
| | - Yang Tian
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, Dongchuan Road 500, Shanghai 200241, P. R. China
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16
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Tomita K, Yamanaka K, Nguyen TV, Kim J, Pham LT, Kobayashi T, Gouraud SS, Waki H. Potential role of signal transducer and activator of transcription 3 in the amygdala in mitigating stress-induced high blood pressure via exercise in rats. Acta Physiol (Oxf) 2025; 241:e14274. [PMID: 39801202 DOI: 10.1111/apha.14274] [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: 08/26/2024] [Revised: 10/21/2024] [Accepted: 01/01/2025] [Indexed: 05/02/2025]
Abstract
AIM Chronic stress elevates blood pressure, whereas regular exercise exerts antistress and antihypertensive effects. However, the mechanisms of stress-induced hypertension and preventive effects through exercise remain unknown. Thus, we investigated the molecular basis involved in autonomic blood pressure regulation within the amygdala. METHODS The effects of a 3-week restraint stress and daily voluntary exercise against stress on cardiovascular parameters and gene expression profiles in the amygdala were examined using a microarray method. Candidate genes were selected from differentially expressed genes; the localization of their expression within the central nucleus of the amygdala and their roles in cardiovascular regulation were examined using small-interfering RNA transfection and radiotelemetry. RESULTS Chronic restraint stress caused an increase in blood pressure levels; however, with voluntary exercise, the blood pressure levels remained comparable to those of the controls. Compared with the controls, chronic restraint stress decreased signal transducer and activator of transcription 3 expression in the amygdala, whereas voluntary exercise improved its expression to normal levels. Immunohistochemical staining revealed the expression of signal transducer and activator of transcription 3 in neurons of the amygdala; inhibition of this expression using small-interfering RNA increased the arterial pressure. However, spontaneous baroreflex gain and low- and high-frequency components of heart rate variability remained unaffected by the inhibition of signal transducer and activator of transcription 3. CONCLUSION In the amygdala, signal transducer and activator of transcription 3 regulates the blood pressure levels and is possibly involved in blood pressure elevation in response to chronic stress and its improvement by voluntary exercise.
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Affiliation(s)
- Keisuke Tomita
- Department of Physiology, Graduate School of Health and Sports Science, Juntendo University, Chiba, Japan
| | - Ko Yamanaka
- Department of Physiology, Graduate School of Health and Sports Science, Juntendo University, Chiba, Japan
| | - Thu Van Nguyen
- Department of Physiology, Graduate School of Health and Sports Science, Juntendo University, Chiba, Japan
| | - Jimmy Kim
- Department of Physiology, Graduate School of Health and Sports Science, Juntendo University, Chiba, Japan
| | - Linh Thuy Pham
- Department of Physiology, Graduate School of Health and Sports Science, Juntendo University, Chiba, Japan
| | - Toru Kobayashi
- Department of Physiology, Graduate School of Health and Sports Science, Juntendo University, Chiba, Japan
| | - Sabine S Gouraud
- College of Liberal Arts, International Christian University, Tokyo, Japan
| | - Hidefumi Waki
- Department of Physiology, Graduate School of Health and Sports Science, Juntendo University, Chiba, Japan
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17
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Zhang H, Zheng Z, Chen X, Xu L, Guo C, Wang J, Cui Y, Yang F. RADICAL: a rationally designed ion channel activated by ligand for chemogenetics. Protein Cell 2025; 16:136-142. [PMID: 39225378 PMCID: PMC11786721 DOI: 10.1093/procel/pwae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 08/21/2024] [Indexed: 09/04/2024] Open
Affiliation(s)
- Heng Zhang
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China
- Kidney Disease Center of the First Affiliated Hospital and Department of Biophysics, Zhejiang University School of Medicine, Hangzhou 311121, China
| | - Zhiwei Zheng
- Department of Neurobiology, Department of Neurology of Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
- NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Research and Brain–Machine Integration, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou 310058, China
| | - Xiaoying Chen
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China
- Kidney Disease Center of the First Affiliated Hospital and Department of Biophysics, Zhejiang University School of Medicine, Hangzhou 311121, China
| | - Lizhen Xu
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China
- Kidney Disease Center of the First Affiliated Hospital and Department of Biophysics, Zhejiang University School of Medicine, Hangzhou 311121, China
| | - Chen Guo
- Department of Neurobiology, Department of Neurology of Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
- NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Research and Brain–Machine Integration, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou 310058, China
| | - Jiawei Wang
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China
- Kidney Disease Center of the First Affiliated Hospital and Department of Biophysics, Zhejiang University School of Medicine, Hangzhou 311121, China
| | - Yihui Cui
- Department of Neurobiology, Department of Neurology of Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
- NHC and CAMS Key Laboratory of Medical Neurobiology, MOE Frontier Science Center for Brain Research and Brain–Machine Integration, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou 310058, China
| | - Fan Yang
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China
- Kidney Disease Center of the First Affiliated Hospital and Department of Biophysics, Zhejiang University School of Medicine, Hangzhou 311121, China
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18
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Aksoy-Aksel A, Ferraguti F, Holmes A, Lüthi A, Ehrlich I. Amygdala intercalated cells form an evolutionarily conserved system orchestrating brain networks. Nat Neurosci 2025; 28:234-247. [PMID: 39672964 DOI: 10.1038/s41593-024-01836-8] [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: 02/28/2024] [Accepted: 11/01/2024] [Indexed: 12/15/2024]
Abstract
The amygdala attributes valence and emotional salience to environmental stimuli and regulates how these stimuli affect behavior. Within the amygdala, a distinct class of evolutionarily conserved neurons form the intercalated cell (ITC) clusters, mainly located around the boundaries of the lateral and basal nuclei. Here, we review the anatomical, physiological and molecular characteristics of ITCs, and detail the organization of ITC clusters and their connectivity with one another and other brain regions. We describe how ITCs undergo experience-dependent plasticity and discuss emerging evidence demonstrating how ITCs are innervated and functionally regulated by neuromodulatory systems. We summarize recent findings showing that experience alters the balance of activity between different ITC clusters, thereby determining prevailing behavioral output. Finally, we propose a model in which ITCs form a key system for integrating divergent inputs and orchestrating brain-wide circuits to generate behavioral states attuned to current environmental circumstances and internal needs.
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Affiliation(s)
- Ayla Aksoy-Aksel
- Department of Neurobiology, Institute of Biomaterials and Biomolecular Systems, University of Stuttgart, Stuttgart, Germany
- NMI Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany
| | - Francesco Ferraguti
- Department of Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
- Department of Biomedical, Metabolic and Neural Sciences, Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy
| | - Andrew Holmes
- Laboratory of Behavioral and Genomic Neuroscience, National Institute on Alcohol Abuse and Alcoholism, NIH, Bethesda, MD, USA
| | - Andreas Lüthi
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Ingrid Ehrlich
- Department of Neurobiology, Institute of Biomaterials and Biomolecular Systems, University of Stuttgart, Stuttgart, Germany.
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19
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Johnson ST, Grabenhorst F. The amygdala and the pursuit of future rewards. Front Neurosci 2025; 18:1517231. [PMID: 39911407 PMCID: PMC11794525 DOI: 10.3389/fnins.2024.1517231] [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: 10/25/2024] [Accepted: 12/27/2024] [Indexed: 02/07/2025] Open
Abstract
The successful pursuit of future rewards requires forming an internal goal, followed by planning, decision-making, and progress-tracking over multiple steps. The initial step-forming goals and the plans for obtaining them-involves the subjective valuation of an anticipated reward, considering both the reward's properties and associated delay and physical-effort costs. Recent findings indicate individuals similarly evaluate cognitive effort over time (Johnson and Most, 2023). Success and failure in these processes have been linked to differential life outcomes and psychiatric conditions. Here we review evidence from single-neuron recordings and neuroimaging studies that implicate the amygdala-a brain structure long associated with cue-reactivity and emotion-in decision-making and the planned pursuit of future rewards (Grabenhorst et al., 2012, 2016, 2019, 2023;Hernadi et al., 2015;Zangemeister et al., 2016). The main findings are that, in behavioral tasks in which future rewards can be pursued through planning and stepwise decision-making, amygdala neurons prospectively encode the value of anticipated rewards and related behavioral plans. Moreover, amygdala neurons predict the stepwise choices to pursue these rewards, signal progress toward goals, and distinguish internally generated (i.e., self-determined) choices from externally imposed actions. Importantly, amygdala neurons integrate the subjective value of a future reward with delay and effort costs inherent in pursuing it. This neural evidence identifies three key computations of the primate amygdala that underlie the pursuit of future rewards: (1) forming a self-determined internal goal based on subjective reward-cost valuations, (2) defining a behavioral plan for obtaining the goal, (3) executing this plan through stepwise decision-making and progress-tracking. Based on this framework, we suggest that amygdala neurons constitute vulnerabilities for dysfunction that contribute to maladaptive reward pursuit in psychiatric and behavioral conditions. Consequently, amygdala neurons may also represent potential targets for behavioral-change interventions that aim to improve individual decision-making.
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Affiliation(s)
| | - Fabian Grabenhorst
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
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20
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Lesuis SL, Park S, Hoorn A, Rashid AJ, Mocle AJ, Salter EW, Vislavski S, Gray MT, Torelli AM, DeCristofaro A, Driever WPF, van der Stelt M, Zweifel LS, Collingridge GL, Lefebvre JL, Walters BJ, Frankland PW, Hill MN, Josselyn SA. Stress disrupts engram ensembles in lateral amygdala to generalize threat memory in mice. Cell 2025; 188:121-140.e20. [PMID: 39549697 PMCID: PMC11726195 DOI: 10.1016/j.cell.2024.10.034] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 08/25/2024] [Accepted: 10/17/2024] [Indexed: 11/18/2024]
Abstract
Stress induces aversive memory overgeneralization, a hallmark of many psychiatric disorders. Memories are encoded by a sparse ensemble of neurons active during an event (an engram ensemble). We examined the molecular and circuit processes mediating stress-induced threat memory overgeneralization in mice. Stress, acting via corticosterone, increased the density of engram ensembles supporting a threat memory in lateral amygdala, and this engram ensemble was reactivated by both specific and non-specific retrieval cues (generalized threat memory). Furthermore, we identified a critical role for endocannabinoids, acting retrogradely on parvalbumin-positive (PV+) lateral amygdala interneurons in the formation of a less-sparse engram and memory generalization induced by stress. Glucocorticoid receptor antagonists, endocannabinoid synthesis inhibitors, increasing PV+ neuronal activity, and knocking down cannabinoid receptors in lateral amygdala PV+ neurons restored threat memory specificity and a sparse engram in stressed mice. These findings offer insights into stress-induced memory alterations, providing potential therapeutic avenues for stress-related disorders.
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Affiliation(s)
- Sylvie L Lesuis
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada; Cellular and Computational Neuroscience, Swammerdam Institute for Life Science, Amsterdam Neuroscience, University of Amsterdam, 1090 GE Amsterdam, the Netherlands
| | - Sungmo Park
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada
| | - Annelies Hoorn
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada; Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Asim J Rashid
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada
| | - Andrew J Mocle
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada; Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Eric W Salter
- Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada; Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, and TANZ Centre for Research in Neurodegenerative Diseases, 600 University Avenue, Toronto, ON M5G 1X5, Canada
| | - Stefan Vislavski
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada
| | - Madison T Gray
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada; Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Angelica M Torelli
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada
| | - Antonietta DeCristofaro
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada
| | - Wouter P F Driever
- Department of Molecular Physiology, Leiden Institute of Chemistry, Leiden University and Oncode Institute, Einsteinweg 55, Leiden 2333 CC, the Netherlands
| | - Mario van der Stelt
- Department of Molecular Physiology, Leiden Institute of Chemistry, Leiden University and Oncode Institute, Einsteinweg 55, Leiden 2333 CC, the Netherlands
| | - Larry S Zweifel
- Department of Pharmacology, University of Washington, Seattle, WA 98195, USA; Department of Psychiatry and Behavioral Sciences, University of Washington, 2815 Eastlake Ave E Suite 200, Seattle, WA 98102, USA
| | - Graham L Collingridge
- Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada; Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, and TANZ Centre for Research in Neurodegenerative Diseases, 600 University Avenue, Toronto, ON M5G 1X5, Canada
| | - Julie L Lefebvre
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada; Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Brandon J Walters
- Department of Cell and Systems Biology, University of Toronto Mississauga, 3359 Mississauga Rd, Mississauga, ON L5L 1C6, Canada
| | - Paul W Frankland
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada; Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada; Department of Psychology, University of Toronto, Toronto, ON M5S 1A8, Canada.
| | - Matthew N Hill
- Hotchkiss Brain Institute, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada.
| | - Sheena A Josselyn
- Program in Neurosciences & Mental Health, Hospital for Sick Children, 555 University Ave., Toronto, ON M5G 1X8, Canada; Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada; Department of Psychology, University of Toronto, Toronto, ON M5S 1A8, Canada.
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21
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Kürzinger B, Schindler S, Meffert M, Rosenhahn A, Trampel R, Turner R, Schoenknecht P. Basolateral amygdala volume in affective disorders using 7T MRI in vivo. Front Psychiatry 2025; 15:1404594. [PMID: 39834577 PMCID: PMC11744004 DOI: 10.3389/fpsyt.2024.1404594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 10/29/2024] [Indexed: 01/22/2025] Open
Abstract
Background The basolateral complex of the amygdala is a crucial neurobiological site for Pavlovian conditioning. Investigations into volumetric alterations of the basolateral amygdala in individuals with major depressive disorder (MDD) have yielded conflicting results. These may be reconciled in an inverted U-shape allostatic growth trajectory. This hypothesized trajectory unfolds with an initial phase of volumetric expansion, driven by enhanced dendritic arborization and synaptic plasticity. The increase in volume is followed by a reduction phase, as glucocorticoid exposure cumulatively results in excitotoxic damage, reflecting allostatic load. Methods 7T magnetic resonance brain imaging was conducted on a total of 84 participants (mean age 38 ± 12 years), comprising 20 unmedicated and 20 medicated individuals with MDD, 21 individuals suffering from bipolar disorder and 23 healthy controls. We employed FreeSurfer 7.3.2 for automatic high-resolution segmentation of nine amygdala subnuclei. We conducted analyses of covariance, with volumes of the basolateral complex, the lateral nucleus and, exploratively, the whole amygdala, as dependent variables, while controlling for the total intracranial volume and sex. Quadratic regressions were computed within the MDD group and in relevant subgroups to investigate the presence of a U-shaped relationship between the number of preceding major depressive episodes or the duration of the disease since the first episode and the dependent variables. Results Diagnostic groups did not exhibit statistically significant differences in the volumes of the basolateral amygdala (left F (3,75) = 0.66, p >.05; right F (3,76) = 1.80, p >.05), the lateral nucleus (left F (3,75) = 1.22, p >.05; right F (3,76) = 2.30, p >.05)), or the whole amygdala (left F (3,75) = 0.48, p >.05; right F (3,76) = 1.58, p >.05). No quadratic associations were observed between surrogate parameters of disease progression and any of the examined amygdala volumes. There were no significant correlations between subregion volumes and clinical characteristics. Conclusion We found no evidence for the hypothesis of an inverted U-shaped volumetric trajectory of the basolateral amygdala in MDD. Future research with larger sample sizes, including the measurement of genetic and epigenetic markers, will hopefully further elucidate this compelling paradigm.
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Affiliation(s)
- Benedikt Kürzinger
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
| | - Stephanie Schindler
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
| | - Martin Meffert
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
| | - Anja Rosenhahn
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
| | - Robert Trampel
- Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Robert Turner
- Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Peter Schoenknecht
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
- Out-patient Department for Sexual-therapeutic Prevention and Forensic Psychiatry, University Hospital Leipzig, Leipzig, Germany
- Department of Psychiatry, Psychotherapy and Psychosomatic, Saxon State Hospital Altscherbitz, Schkeuditz, Germany
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22
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Ben-Zion Z, Levy I. Representation of Anticipated Rewards and Punishments in the Human Brain. Annu Rev Psychol 2025; 76:197-226. [PMID: 39418537 PMCID: PMC11930275 DOI: 10.1146/annurev-psych-022324-042614] [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] [Indexed: 10/19/2024]
Abstract
Subjective value is a core concept in neuroeconomics, serving as the basis for decision making. Despite the extensive literature on the neural encoding of subjective reward value in humans, the neural representation of punishment value remains relatively understudied. This review synthesizes current knowledge on the neural representation of reward value, including methodologies, involved brain regions, and the concept of a common currency representation of diverse reward types in decision-making and learning processes. We then critically examine existing research on the neural representation of punishment value, highlighting conceptual and methodological challenges in human studies and insights gained from animal research. Finally, we explore how individual differences in reward and punishment processing may be linked to various mental illnesses, with a focus on stress-related psychopathologies. This review advocates for the integration of both rewards and punishments within value-based decision-making and learning frameworks, leveraging insights from cross-species studies and utilizing ecological gamified paradigms to reflect real-life scenarios.
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Affiliation(s)
- Ziv Ben-Zion
- Department of Psychiatry, Yale School of Medicine, Yale University, New Haven, Connecticut, USA
- VA Connecticut Healthcare System, U.S. Department of Veterans Affairs, West Haven, Connecticut, USA
- Department of Comparative Medicine, Yale School of Medicine, Yale University, New Haven, Connecticut, USA;
- Clinical Neuroscience Division, National Center for PTSD, U.S. Department of Veterans Affairs, Orange, Connecticut, USA
| | - Ifat Levy
- Wu Tsai Institute, Yale University, New Haven, Connecticut, USA
- Department of Neuroscience, Yale School of Medicine, Yale University, New Haven, Connecticut, USA
- Department of Psychology, Yale University, New Haven, Connecticut, USA
- Department of Comparative Medicine, Yale School of Medicine, Yale University, New Haven, Connecticut, USA;
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23
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Embang JEG, Tan YHV, Ng YX, Loyola GJP, Wong LW, Guo Y, Dong Y. Role of sleep and neurochemical biomarkers in synaptic plasticity related to neurological and psychiatric disorders: A scoping review. J Neurochem 2025; 169:e16270. [PMID: 39676063 DOI: 10.1111/jnc.16270] [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: 05/08/2024] [Revised: 10/23/2024] [Accepted: 10/29/2024] [Indexed: 12/17/2024]
Abstract
Sleep is vital for maintaining physical and mental well-being, impacting cognitive functions like memory and learning through neuroplasticity. Sleep disturbances prevalent in neurological and psychiatric disorders exacerbate cognitive decline, imposing societal burdens. Exploring the relationship between sleep and neuroplasticity elucidates the mechanisms influencing cognition, particularly amidst the prevalent sleep disturbances in these clinical populations. While existing reviews provide valuable insights, gaps remain in understanding the neurophysiological mechanisms underlying sleep and cognitive function. This scoping review aims to investigate the characteristic patterns of sleep parameters and neurochemical biomarkers in reflecting neuroplasticity changes related to neurological and psychiatric disorders and to explore how these markers interact and influence cognition at the molecular level. Studies involving adults and older adults were included, excluding animal models and the paediatric population. Selected studies explored the relationship between sleep parameter or neurochemical biomarker changes and cognitive impairment, reflecting underlying neuroplasticity changes. Peer-reviewed articles, clinical trials, theses, and dissertations in English were included while excluding secondary research and non-peer-reviewed sources. A three-step search strategy was executed following the updated Joanna Briggs Institute methodology for scoping reviews. Published studies were retrieved from nine databases, grey literature, expert recommendations, and hand-searching of the included studies' bibliography. A basic qualitative content synthesis of 34 studies was conducted per JBI's scoping review guidance. Slow-wave and Rapid-Eye Movement sleep, sleep spindles, sleep cycle disruption, K-Complex(KC) density, Hippocampal sEEG, BDNF, IL-6, iNOS mRNA expression, plasma serotonin, CSF Aβ-42, t-tau and p-tau proteins, and serum cortisol revealed associations with cognitive dysfunction. Examining the relationship between sleep parameters, neurochemical biomarkers, and cognitive function reveals neuronal mechanisms that guide potential therapeutic interventions and enhance quality patient care.
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Affiliation(s)
- Johann Emilio Gonzales Embang
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
- Division of Nursing, National University Hospital, Singapore City, Singapore
- National University Health System, Singapore City, Singapore
| | - Ying Hui Valerie Tan
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
- Division of Nursing, National University Hospital, Singapore City, Singapore
- National University Health System, Singapore City, Singapore
| | - Yu Xuan Ng
- National University Health System, Singapore City, Singapore
- Division of Nursing, Alexandra Hospital, Singapore City, Singapore
| | - Gerard Jude Ponce Loyola
- College of Medicine, University of the Philippines, Manila, Philippines
- Philippine General Hospital, Manila, Philippines
| | - Lik-Wei Wong
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
| | - Yuqing Guo
- Sue & Bill Gross School of Nursing, University of California, Irvine, California, USA
| | - Yanhong Dong
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
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24
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Furriel BCRS, Furriel GP, Cunha Xavier Pinto M, Lemos RP. Computational modeling of fear and stress responses: validation using consolidated fear and stress protocols. Front Syst Neurosci 2024; 18:1454336. [PMID: 39776892 PMCID: PMC11703847 DOI: 10.3389/fnsys.2024.1454336] [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: 06/25/2024] [Accepted: 11/26/2024] [Indexed: 01/11/2025] Open
Abstract
Dysfunction in fear and stress responses is intrinsically linked to various neurological diseases, including anxiety disorders, depression, and Post-Traumatic Stress Disorder. Previous studies using in vivo models with Immediate-Extinction Deficit (IED) and Stress Enhanced Fear Learning (SEFL) protocols have provided valuable insights into these mechanisms and aided the development of new therapeutic approaches. However, assessing these dysfunctions in animal subjects using IED and SEFL protocols can cause significant pain and suffering. To advance the understanding of fear and stress, this study presents a biologically and behaviorally plausible computational architecture that integrates several subregions of key brain structures, such as the amygdala, hippocampus, and medial prefrontal cortex. Additionally, the model incorporates stress hormone curves and employs spiking neural networks with conductance-based integrate-and-fire neurons. The proposed approach was validated using the well-established Contextual Fear Conditioning paradigm and subsequently tested with IED and SEFL protocols. The results confirmed that higher intensity aversive stimuli result in more robust and persistent fear memories, making extinction more challenging. They also underscore the importance of the timing of extinction and the significant influence of stress. To our knowledge, this is the first instance of computational modeling being applied to IED and SEFL protocols. This study validates our computational model's complexity and biological realism in analyzing responses to fear and stress through fear conditioning, IED, and SEFL protocols. Rather than providing new biological insights, the primary contribution of this work lies in its methodological innovation, demonstrating that complex, biologically plausible neural architectures can effectively replicate established findings in fear and stress research. By simulating protocols typically conducted in vivo-often involving significant pain and suffering-in an insilico environment, our model offers a promising tool for studying fear-related mechanisms. These findings support the potential of computational models to reduce the reliance on animal testing while setting the stage for new therapeutic approaches.
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Affiliation(s)
- Brunna Carolinne Rocha Silva Furriel
- Instituto Federal de Goiás, Goiânia, Brazil
- Universidade Federal de Goias, School of Electrical, Mechanical and Computer Engineering, Goiânia, Brazil
- Imaging Research Center, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | | | - Rodrigo Pinto Lemos
- Universidade Federal de Goias, School of Electrical, Mechanical and Computer Engineering, Goiânia, Brazil
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25
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Duvarci S. Dopaminergic circuits controlling threat and safety learning. Trends Neurosci 2024; 47:1014-1027. [PMID: 39472156 DOI: 10.1016/j.tins.2024.10.001] [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: 07/05/2024] [Revised: 09/11/2024] [Accepted: 10/06/2024] [Indexed: 12/12/2024]
Abstract
The ability to learn from experience that certain cues and situations are associated with threats or safety is crucial for survival and adaptive behavior. Understanding the neural substrates of threat and safety learning has high clinical significance because deficits in these forms of learning characterize anxiety disorders. Traditionally, dopamine neurons were thought to uniformly support reward learning by signaling reward prediction errors. However, the dopamine system is functionally more diverse than was initially appreciated and is also critical for processing threat and safety. In this review, I highlight recent studies demonstrating that dopamine neurons generate prediction errors for threat and safety, and describe how dopamine projections to the amygdala, medial prefrontal cortex (mPFC), and striatum regulate associative threat and safety learning.
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Affiliation(s)
- Sevil Duvarci
- Institute of Neurophysiology, Neuroscience Center, Goethe University, Frankfurt, Germany.
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26
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Romero LR, Acharya N, Nabás JF, Marín I, Andero R. Sex Differences in Neural Circuits Underlying Fear Processing. Curr Top Behav Neurosci 2024. [PMID: 39587012 DOI: 10.1007/7854_2024_543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2024]
Abstract
Neural circuitry involved in anxiety and fear-related disorders exhibits strong sexual modulation. A limited number of studies integrating female and male data have revealed differences in neural networks, and distinct interconnectivity between these brain areas. Despite the efforts to incorporate female or mixed-sex data, there is compelling evidence that sex, as a biological variable, significantly influences fear processing. This chapter presents primary findings on sex differences in fear circuitry. It is imperative to consider this factor to ensure scientific research's integrity and understand how fear is processed in the central nervous system.
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Affiliation(s)
| | - Neha Acharya
- Institut de Neurociències, Universistat Autònoma de Barcelona, Barcelona, Spain
| | | | - Ignacio Marín
- Institut de Neurociències, Universistat Autònoma de Barcelona, Barcelona, Spain
| | - Raül Andero
- Departament de Psicobiologia i Metodología de les Ciències de la Salut, Universistat Autònoma de Barcelona, Barcelona, Spain.
- Centro de investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.
- Unitat de Neurociència Translational, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT), Institut de Neurociències, Universistat Autònoma de Barcelona, Bellaterra, Spain.
- ICREA, Barcelona, Spain.
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27
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Seo K, Won S, Lee HY, Sin Y, Lee S, Park H, Kim YG, Yang SY, Kim DJ, Suk K, Koo JW, Baek M, Choi SY, Lee H. Astrocytic inhibition of lateral septal neurons promotes diverse stress responses. Nat Commun 2024; 15:10091. [PMID: 39572547 PMCID: PMC11582824 DOI: 10.1038/s41467-024-54376-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 11/05/2024] [Indexed: 11/24/2024] Open
Abstract
Inhibitory neuronal circuits within the lateral septum (LS) play a key role in regulating mood and stress responses. Even though glial cells can modulate these circuits, the impact of astrocytes on LS neural circuits and their functional interactions remains largely unexplored. Here, we demonstrate that astrocytes exhibit increased intracellular Ca²⁺ levels in response to aversive sensory and social stimuli in both male and female mice. This astrocytic Ca²⁺ elevation inhibits neighboring LS neurons by reducing excitatory synaptic transmissions through A1R-mediated signaling in both the dorsal (LSd) and intermediate LS (LSi) and enhancing inhibitory synaptic transmission via A2AR-mediated signaling in the LSi. At the same time, astrocytes reduce inhibitory tone on distant LS neurons. In the LSd, astrocytes promote social avoidance and anxiety, as well as increased heart rate in socially stressed male mice. In contrast, astrocytes in the LSi contribute to elevated heart rate and heightened blood corticosterone levels in unstressed male mice. These results suggest that the dynamic interactions between astrocytes and neurons within the LS modulate physiological and behavioral responses to stressful experiences.
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Affiliation(s)
- Kain Seo
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
- Convergence Research Advanced Centre for Olfaction, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Sanghyun Won
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
- Convergence Research Advanced Centre for Olfaction, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Hee-Yoon Lee
- Department of Physiology and Neuroscience, Dental Research Institute, Seoul National University School of Dentistry, Seoul, Republic of Korea
| | - Yeonju Sin
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Sangho Lee
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
- Convergence Research Advanced Centre for Olfaction, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Hyejin Park
- Laboratory Animal Resource Center, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Yong Geon Kim
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Seo Young Yang
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Dong-Jae Kim
- Laboratory Animal Resource Center, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Kyoungho Suk
- Department of Pharmacology, School of Medicine, Brain Science and Engineering Institute, Kyungpook National University, Daegu, Republic of Korea
| | - Ja Wook Koo
- Emotion, Cognition and Behavior Research Group, Korea Brain Research Institute (KBRI), Daegu, Republic of Korea
| | - Myungin Baek
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea
| | - Se-Young Choi
- Department of Physiology and Neuroscience, Dental Research Institute, Seoul National University School of Dentistry, Seoul, Republic of Korea.
| | - Hyosang Lee
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea.
- Convergence Research Advanced Centre for Olfaction, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, Republic of Korea.
- Korea Brain Research Institute (KBRI), Daegu, Republic of Korea.
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28
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Niu Y, Camacho MC, Wu S, Humphreys KL. The Impact of Early Life Experiences on Stress Neurobiology and the Development of Anxiety. Curr Top Behav Neurosci 2024. [PMID: 39531200 DOI: 10.1007/7854_2024_542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
We examine the association between stress exposure during early development (i.e., the prenatal period through the first two postnatal years) and variation in brain structure and function relevant to anxiety. Evidence of stress-related effects occurring in regions essential for emotional processing and regulation may increase susceptibility to anxiety.
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Affiliation(s)
- Yanbin Niu
- Vanderbilt University, Nashville, TN, USA
| | | | - Shuang Wu
- Vanderbilt University, Nashville, TN, USA
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29
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Ottenheimer DJ, Vitale KR, Ambroggi F, Janak PH, Saunders BT. Orbitofrontal Cortex Mediates Sustained Basolateral Amygdala Encoding of Cued Reward-Seeking States. J Neurosci 2024; 44:e0013242024. [PMID: 39353730 PMCID: PMC11561866 DOI: 10.1523/jneurosci.0013-24.2024] [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: 01/02/2024] [Revised: 09/04/2024] [Accepted: 09/27/2024] [Indexed: 10/04/2024] Open
Abstract
Basolateral amygdala (BLA) neurons are engaged by emotionally salient stimuli. An area of increasing interest is how BLA dynamics relate to evolving reward-seeking behavior, especially under situations of uncertainty or ambiguity. Here, we recorded the activity of individual BLA neurons in male rats across the acquisition and extinction of conditioned reward seeking. We assessed ongoing neural dynamics in a task where long reward cue presentations preceded an unpredictable, variably time reward delivery. We found that, with training, BLA neurons discriminated the CS+ and CS- cues with sustained cue-evoked activity that correlated with behavior and terminated only after reward receipt. BLA neurons were bidirectionally modulated, with a majority showing prolonged inhibition during cued reward seeking. Strikingly, population-level analyses revealed that neurons showing cue-evoked inhibitions and those showing excitations similarly represented the CS+ and behavioral state. This sustained population code rapidly extinguished in parallel with conditioned behavior. We next assessed the contribution of the orbitofrontal cortex (OFC), a major reciprocal partner to the BLA. Inactivation of the OFC while simultaneously recording in the BLA revealed a blunting of sustained cue-evoked activity in the BLA that accompanied reduced reward seeking. Optogenetic disruption of BLA activity and OFC terminals in the BLA also reduced reward seeking. Our data indicate that the BLA represents reward-seeking states via sustained, bidirectional cue-driven neural encoding. This code is regulated by cortical input and is important for the maintenance of vigilant reward-seeking behavior.
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Affiliation(s)
- David J Ottenheimer
- Department of Psychological and Brain Sciences, Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, Maryland 21218
- The Solomon H. Snyder Department of Neuroscience, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland 21205
- Center for the Neurobiology of Addiction, Pain, and Emotion, University of Washington, Seattle, Washington 98195
| | - Katherine R Vitale
- Neuroscience Graduate Program, University of California at San Francisco, San Francisco, California 94143
| | - Frederic Ambroggi
- Institut de Neurosciences de la Timone, Aix-Marseille Universite, CNRS, INT, Marseille 13005, France
| | - Patricia H Janak
- Department of Psychological and Brain Sciences, Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, Maryland 21218
- The Solomon H. Snyder Department of Neuroscience, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland 21205
| | - Benjamin T Saunders
- Department of Neuroscience, University of Minnesota, Minnesota, Minneapolis 55455
- Medical Discovery Team on Addiction, University of Minnesota, Minnesota, Minneapolis 55455
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30
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Chioino A, Sandi C. The Emerging Role of Brain Mitochondria in Fear and Anxiety. Curr Top Behav Neurosci 2024. [PMID: 39505817 DOI: 10.1007/7854_2024_537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2024]
Abstract
The functional complexity of brain circuits underlies the broad spectrum of behaviors, cognitive functions, and their associated disorders. Mitochondria, traditionally known for their role in cellular energy metabolism, are increasingly recognized as central to brain function and behavior. This review examines how mitochondria are pivotal in linking cellular energy processes with the functioning of neural circuits that govern fear and anxiety. Following an introductory section in which we summarize current knowledge about fear and anxiety neural circuits, we provide a brief summary of mitochondria fundamental roles (e.g., from energy production and calcium buffering to their involvement in reactive oxygen species (ROS) generation, mitochondrial dynamics, and signaling), particularly emphasizing their contribution to synaptic plasticity, neurodevelopment, and stress response mechanisms. The review's core focuses on the current state of knowledge regarding how mitochondrial function and dysfunction impact the neural substrates of fear and anxiety. Furthermore, we explore the implications of mitochondrial alterations in the context of posttraumatic stress disorder (PTSD) and anxiety disorders, underscoring the potential of mitochondrial pathways as new therapeutic targets. Integrating insights from genetic, biochemical, neurobiological, behavioral, and clinical studies, we propose a model in which mitochondrial function is critical for regulating the neural circuits that underpin fear and anxiety behaviors, highlighting how mitochondrial dysfunction can lead to their pathological manifestations. This integration emphasizes the potential for developing novel treatments targeting the biological roots of fear, anxiety, and related disorders. By merging mitochondrial biology with behavioral and circuit neuroscience, we enrich our neurobiological understanding of fear and anxiety, uncovering promising avenues for therapeutic intervention.
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Affiliation(s)
- Alessandro Chioino
- Laboratory of Behavioral Genetics, Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
- Synapsy Center for Neuroscience and Mental Health Research, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Carmen Sandi
- Laboratory of Behavioral Genetics, Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
- Synapsy Center for Neuroscience and Mental Health Research, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
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31
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Bennett CR, Weaver C, Coats HL, Hendricks-Ferguson VL. "Music Played a Role in Saving My Life and Getting Me Through All of This": A Descriptive Qualitative Study of Hope in Adolescents and Young Adults Living With Advanced Cancer. JOURNAL OF PEDIATRIC HEMATOLOGY/ONCOLOGY NURSING 2024; 41:399-407. [PMID: 39584715 DOI: 10.1177/27527530241286008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2024]
Abstract
Background: Adolescents and young adults (AYAs) living with advanced cancer may experience a heightened risk for existential distress. Addressing AYAs' hopes can stimulate a dialogue about their concerns, values, and goals, provide a path to holistically support their existential needs, and potentially alleviate their distress. This study aimed to evaluate hope's role in a sample of AYAs living with advanced cancer. Method: This study used a Husserlian phenomenology-informed descriptive qualitative research design to elicit AYAs' experiences with hope while living with advanced cancer. Participants were virtually recruited from an academic medical center and an online non-profit organization. Thematic analyses were performed across the data set to identify final themes. Results: Fifteen AYAs aged 12-21 years diagnosed with advanced hematological (80%) or solid (20%) malignancies participated in this study. A main theme of Simple Supports of Hope with a subtheme of Diversion was identified. Participants described music as a form of diversion, which supported their hope. Participants found listening to music calming and comforting and helped them cope with their distress. Performing music provided a creative outlet for negative feelings associated with cancer treatment. Participants reported creating music transformed and deintensified the treatment environment and helped spread hope to healthcare staff. Discussion: AYAs may intentionally use music to improve emotional expression, empowerment, connection, and coping strategies throughout the treatment process for cancer. Additional research needs to be conducted exploring the use of music interventions such as therapeutic songwriting or compositional music therapy to assist AYAs with building coping strategies during treatment for cancer.
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Affiliation(s)
- C Robert Bennett
- Division of Nursing Research, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Crystal Weaver
- Myrtle E. and Earl E. Walker College of Health Professions, Maryville University, Town and Country, MO, USA
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32
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Browne TJ, Smith KM, Gradwell MA, Dayas CV, Callister RJ, Hughes DI, Graham BA. Lateral lamina V projection neuron axon collaterals connect sensory processing across the dorsal horn of the mouse spinal cord. Sci Rep 2024; 14:26354. [PMID: 39487174 PMCID: PMC11530558 DOI: 10.1038/s41598-024-73620-4] [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: 02/01/2024] [Accepted: 09/19/2024] [Indexed: 11/04/2024] Open
Abstract
Spinal projection neurons (PNs) are defined by long axons that travel from their origin in the spinal cord to the brain where they relay sensory information from the body. The existence and function of a substantial axon collateral network, also arising from PNs and remaining within the spinal cord, is less well appreciated. Here we use a retrograde viral transduction strategy to characterise a novel subpopulation of deep dorsal horn spinoparabrachial neurons. Brainbow assisted analysis confirmed that virally labelled PN cell bodies formed a discrete cell column in the lateral part of Lamina V (LVlat) and the adjoining white matter. These PNs exhibited large dendritic territories biased to regions lateral and ventral to the cell body column and extending considerable rostrocaudal distances. Optogenetic activation of LVLat PNs confirmed this population mediates widespread signalling within spinal cord circuits, including activation in the superficial dorsal horn. This signalling was also demonstrated with patch clamp recordings during LVLat PN photostimulation, with a range of direct and indirect connections identified and evidence of a postsynaptic population of inhibitory interneurons. Together, these findings confirm a substantial role for PNs in local spinal sensory processing, as well as relay of sensory signals to the brain.
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Affiliation(s)
- Tyler J Browne
- School of Biomedical Sciences and Pharmacy, Faculty of Health, University of Newcastle, Callaghan, NSW, 2308, Australia.
- Hunter Medical Research Institute (HMRI), New Lambton Heights, NSW, Australia.
| | - Kelly M Smith
- Department of Neurobiology and the Pittsburgh Center for Pain Research, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Mark A Gradwell
- Department of Cell Biology and Neuroscience, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
- W.M. Keck Center for Collaborative Neuroscience, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Christopher V Dayas
- School of Biomedical Sciences and Pharmacy, Faculty of Health, University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute (HMRI), New Lambton Heights, NSW, Australia
| | - Robert J Callister
- School of Biomedical Sciences and Pharmacy, Faculty of Health, University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute (HMRI), New Lambton Heights, NSW, Australia
| | - David I Hughes
- Institute of Neuroscience Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Brett A Graham
- School of Biomedical Sciences and Pharmacy, Faculty of Health, University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute (HMRI), New Lambton Heights, NSW, Australia
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Liu J, Younk R, M Drahos L, S Nagrale S, Yadav S, S Widge A, Shoaran M. Neural decoding and feature selection methods for closed-loop control of avoidance behavior. J Neural Eng 2024; 21:056041. [PMID: 39419091 PMCID: PMC11523571 DOI: 10.1088/1741-2552/ad8839] [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: 05/21/2024] [Revised: 08/19/2024] [Accepted: 10/17/2024] [Indexed: 10/19/2024]
Abstract
Objective.Many psychiatric disorders involve excessive avoidant or defensive behavior, such as avoidance in anxiety and trauma disorders or defensive rituals in obsessive-compulsive disorders. Developing algorithms to predict these behaviors from local field potentials (LFPs) could serve as the foundational technology for closed-loop control of such disorders. A significant challenge is identifying the LFP features that encode these defensive behaviors.Approach.We analyzed LFP signals from the infralimbic cortex and basolateral amygdala of rats undergoing tone-shock conditioning and extinction, standard for investigating defensive behaviors. We utilized a comprehensive set of neuro-markers across spectral, temporal, and connectivity domains, employing SHapley Additive exPlanations for feature importance evaluation within Light Gradient-Boosting Machine models. Our goal was to decode three commonly studied avoidance/defensive behaviors: freezing, bar-press suppression, and motion (accelerometry), examining the impact of different features on decoding performance.Main results.Band power and band power ratio between channels emerged as optimal features across sessions. High-gamma (80-150 Hz) power, power ratios, and inter-regional correlations were more informative than other bands that are more classically linked to defensive behaviors. Focusing on highly informative features enhanced performance. Across 4 recording sessions with 16 subjects, we achieved an average coefficient of determination of 0.5357 and 0.3476, and Pearson correlation coefficients of 0.7579 and 0.6092 for accelerometry jerk and bar press rate, respectively. Utilizing only the most informative features revealed differential encoding between accelerometry and bar press rate, with the former primarily through local spectral power and the latter via inter-regional connectivity. Our methodology demonstrated remarkably low training/inference time and memory usage, requiring<310 ms for training,<0.051 ms for inference, and 16.6 kB of memory, using a single core of AMD Ryzen Threadripper PRO 5995WX CPU.Significance.Our results demonstrate the feasibility of accurately decoding defensive behaviors with minimal latency, using LFP features from neural circuits strongly linked to these behaviors. This methodology holds promise for real-time decoding to identify physiological targets in closed-loop psychiatric neuromodulation.
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Affiliation(s)
- Jinhan Liu
- Institute of Electrical and Micro Engineering, EPFL, Lausanne, Switzerland
- Neuro-X Institute, EPFL, Geneva, Switzerland
| | - Rebecca Younk
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America
| | - Lauren M Drahos
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America
| | - Sumedh S Nagrale
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America
| | - Shreya Yadav
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America
| | - Alik S Widge
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America
| | - Mahsa Shoaran
- Institute of Electrical and Micro Engineering, EPFL, Lausanne, Switzerland
- Neuro-X Institute, EPFL, Geneva, Switzerland
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34
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Franke J, Melzig CA, Benke C. Persistent defensive reactivity during extensive avoidance training as a potential mechanism for the perpetuation of safety behaviors. Sci Rep 2024; 14:25925. [PMID: 39472472 PMCID: PMC11522625 DOI: 10.1038/s41598-024-76175-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 10/11/2024] [Indexed: 11/02/2024] Open
Abstract
Safety behaviors are core features of anxiety-related disorders, specifically involving behaviors that do not completely terminate aversive situations, but rather prevent the risk of the occurrence of the expected aversive outcome (US). This study aimed to examine the dynamics of defensive reactivity associated with safety behaviors, both before and after their execution, and to investigate changes in these reactions following extensive training. Twenty-four healthy participants underwent a US-avoidance task as an experimental analog to model safety behavior, requiring a button press to avoid the US without terminating the associated warning cue (CS). Two CS+ were used, with one being devalued during a devaluation procedure to assess the formation of avoidance habits. Defensive reactivity was assessed using fear-potentiated startle (FPS) and skin conductance responses (SCR). Participants showed pronounced defensive reactivity to both CS + vs. CS- before the avoidance action, which decreased upon the opportunity to avoid the US. Contrarily, after the avoidance action, a re-emergence of defensive responses was observed as indicated by FPS and increased SCR. Only one participant showed signs of avoidance habit formation. The findings reveal a re-emergence of defensive reactivity following safety behaviors challenging the prevailing belief that relief is the primary sustaining factor of safety behavior.
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Affiliation(s)
- Joscha Franke
- Department of Clinical Psychology, Experimental Psychopathology and Psychotherapy, Institute of Psychology, Philipps University Marburg, Marburg, Germany
| | - Christiane A Melzig
- Department of Clinical Psychology, Experimental Psychopathology and Psychotherapy, Institute of Psychology, Philipps University Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University, Giessen, Germany
| | - Christoph Benke
- Department of Clinical Psychology, Experimental Psychopathology and Psychotherapy, Institute of Psychology, Philipps University Marburg, Marburg, Germany.
- Department of Clinical Psychology, Experimental Psychopathology and Psychotherapy, Institute of Psychology, Philipps University Marburg, Gutenbergstraße 18, Marburg, D-35037, Germany.
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Roelofs EF, Bas-Hoogendam JM, Winkler AM, van der Wee NJ, Vermeiren RRM. Longitudinal development of resting-state functional connectivity in adolescents with and without internalizing disorders. NEUROSCIENCE APPLIED 2024; 3:104090. [PMID: 39634556 PMCID: PMC11615185 DOI: 10.1016/j.nsa.2024.104090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
Longitudinal studies using resting-state functional magnetic resonance imaging (rs-fMRI) focused on adolescent internalizing psychopathology are scarce and have mostly investigated standardized treatment effects on functional connectivity (FC) of the full amygdala. The role of amygdala subregions and large resting-state networks had yet to be elucidated, and treatment is in practice often personalized. Here, longitudinal FC development of amygdala subregions and whole-brain networks are investigated in a clinically representative sample. Treatment-naïve adolescents with clinical depression and comorbid anxiety who started care-as-usual (n = 23; INT) and healthy controls (n = 24; HC) participated in rs-fMRI scans and questionnaires at baseline (before treatment) and after three months. Changes between and within groups over time in FC of the laterobasal amygdala (LBA), centromedial amygdala (CMA) and whole-brain networks derived from independent component analysis (ICA) were investigated. Groups differed significantly in FC development of the right LBA to the postcentral gyrus and the left LBA to the frontal pole. Within INT, FC to the frontal pole and postcentral gyrus changed over time while changes in FC of the right LBA were also linked to symptom change. No significant interactions were observed when considering FC from CMA bilateral seeds or within ICA-derived networks. Results in this cohort suggest divergent longitudinal development of FC from bilateral LBA subregions in adolescents with internalizing disorders compared to healthy peers, possibly reflecting nonspecific treatment effects. Moreover, associations were found with symptom change. These results highlight the importance of differentiation of amygdala subregions in neuroimaging research in adolescents.
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Affiliation(s)
- Eline F. Roelofs
- LUMC-Curium, Department of Child and Adolescent Psychiatry, Leiden University Medical Center, Leiden, the Netherlands
- Department of Psychiatry, Leiden University Medical Center, Leiden, the Netherlands
- Leiden Institute for Brain and Cognition, Leiden, the Netherlands
| | - Janna Marie Bas-Hoogendam
- Department of Psychiatry, Leiden University Medical Center, Leiden, the Netherlands
- Leiden Institute for Brain and Cognition, Leiden, the Netherlands
- Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, the Netherlands
| | - Anderson M. Winkler
- Section on Development and Affective Neuroscience (SDAN), Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, United States
- Division of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Brownsville, TX, United States
| | - Nic J.A. van der Wee
- Department of Psychiatry, Leiden University Medical Center, Leiden, the Netherlands
- Leiden Institute for Brain and Cognition, Leiden, the Netherlands
| | - Robert R.J. M. Vermeiren
- LUMC-Curium, Department of Child and Adolescent Psychiatry, Leiden University Medical Center, Leiden, the Netherlands
- Leiden Institute for Brain and Cognition, Leiden, the Netherlands
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36
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Arora I, Mal P, Arora P, Paul A, Kumar M. GABAergic implications in anxiety and related disorders. Biochem Biophys Res Commun 2024; 724:150218. [PMID: 38865810 DOI: 10.1016/j.bbrc.2024.150218] [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: 02/28/2024] [Revised: 05/05/2024] [Accepted: 06/02/2024] [Indexed: 06/14/2024]
Abstract
Evidence indicates that anxiety disorders arise from an imbalance in the functioning of brain circuits that govern the modulation of emotional responses to possibly threatening stimuli. The circuits under consideration in this context include the amygdala's bottom-up activity, which signifies the existence of stimuli that may be seen as dangerous. Moreover, these circuits encompass top-down regulatory processes that originate in the prefrontal cortex, facilitating the communication of the emotional significance associated with the inputs. Diverse databases (e.g., Pubmed, ScienceDirect, Web of Science, Google Scholar) were searched for literature using a combination of different terms e.g., "anxiety", "stress", "neuroanatomy", and "neural circuits", etc. A decrease in GABAergic activity is present in both anxiety disorders and severe depression. Research on cerebral functional imaging in depressive individuals has shown reduced levels of GABA within the cortical regions. Additionally, animal studies demonstrated that a reduction in the expression of GABAA/B receptors results in a behavioral pattern resembling anxiety. The amygdala consists of inhibitory networks composed of GABAergic interneurons, responsible for modulating anxiety responses in both normal and pathological conditions. The GABAA receptor has allosteric sites (e.g., α/γ, γ/β, and α/β) which enable regulation of neuronal inhibition in the amygdala. These sites serve as molecular targets for anxiolytic medications such as benzodiazepine and barbiturates. Alterations in the levels of naturally occurring regulators of these allosteric sites, along with alterations to the composition of the GABAA receptor subunits, could potentially act as mechanisms via which the extent of neuronal inhibition is diminished in pathological anxiety disorders.
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Affiliation(s)
- Indu Arora
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Pankaj Mal
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Poonam Arora
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Anushka Paul
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Manish Kumar
- Chitkara College of Pharmacy, Chitkara University, Punjab, India.
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37
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Diehl MM, Moscarello JM, Trask S. Behavioral outputs and overlapping circuits between conditional fear and active avoidance. Neurobiol Learn Mem 2024; 213:107943. [PMID: 38821256 PMCID: PMC11956751 DOI: 10.1016/j.nlm.2024.107943] [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: 03/08/2024] [Revised: 05/19/2024] [Accepted: 05/27/2024] [Indexed: 06/02/2024]
Abstract
Aversive learning can produce a wide variety of defensive behavioral responses depending on the circumstances, ranging from reactive responses like freezing to proactive avoidance responses. While most of this initial learning is behaviorally supported by an expectancy of an aversive outcome and neurally supported by activity within the basolateral amygdala, activity in other brain regions become necessary for the execution of defensive strategies that emerge in other aversive learning paradigms such as active avoidance. Here, we review the neural circuits that support both reactive and proactive defensive behaviors that are motivated by aversive learning, and identify commonalities between the neural substrates of these distinct (and often exclusive) behavioral strategies.
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Affiliation(s)
- Maria M Diehl
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, USA
| | | | - Sydney Trask
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA; Purdue Institute for Integrative Neuroscience, West Lafayette, IN, USA.
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38
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Hou WH, Jariwala M, Wang KY, Seewald A, Lin YL, Liou YC, Ricci A, Ferraguti F, Lien CC, Capogna M. Inhibitory fear memory engram in the mouse central lateral amygdala. Cell Rep 2024; 43:114468. [PMID: 39106862 DOI: 10.1016/j.celrep.2024.114468] [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: 01/04/2022] [Revised: 04/29/2024] [Accepted: 06/24/2024] [Indexed: 08/09/2024] Open
Abstract
Engrams, which are cellular substrates of memory traces, have been identified in various brain areas, including the amygdala. While most identified engrams are composed of excitatory, glutamatergic neurons, GABAergic inhibitory engrams have been relatively overlooked. Here, we report the identification of an inhibitory engram in the central lateral amygdala (CeL), a key area for auditory fear conditioning. This engram is primarily composed of GABAergic somatostatin-expressing (SST(+)) and, to a lesser extent, protein kinase C-δ-expressing (PKC-δ(+)) neurons. Fear memory is accompanied by a preferential enhancement of synaptic inhibition onto PKC-δ(+) neurons. Silencing this CeL GABAergic engram disinhibits the activity of targeted extra-amygdaloid areas, selectively increasing the expression of fear. Our findings define the behavioral function of an engram formed exclusively by GABAergic inhibitory neurons in the mammalian brain.
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Affiliation(s)
- Wen-Hsien Hou
- Department of Biomedicine, Aarhus University, Aarhus, Denmark; DANDRITE, The Danish Research Institute of Translational Neuroscience, Aarhus University, Aarhus, Denmark; Center for Proteins in Memory - PROMEMO, Danish National Research Foundation, Aarhus University, Aarhus, Denmark
| | - Meet Jariwala
- Department of Biomedicine, Aarhus University, Aarhus, Denmark; Center for Proteins in Memory - PROMEMO, Danish National Research Foundation, Aarhus University, Aarhus, Denmark
| | - Kai-Yi Wang
- Institute of Neuroscience, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Anna Seewald
- Department of Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
| | - Yu-Ling Lin
- Institute of Neuroscience, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yi-Chen Liou
- Institute of Neuroscience, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Alessia Ricci
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Francesco Ferraguti
- Department of Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
| | - Cheng-Chang Lien
- Institute of Neuroscience, National Yang Ming Chiao Tung University, Taipei, Taiwan; Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.
| | - Marco Capogna
- Department of Biomedicine, Aarhus University, Aarhus, Denmark; DANDRITE, The Danish Research Institute of Translational Neuroscience, Aarhus University, Aarhus, Denmark; Center for Proteins in Memory - PROMEMO, Danish National Research Foundation, Aarhus University, Aarhus, Denmark
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39
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Levitan D, Gilad A. Amygdala and Cortex Relationships during Learning of a Sensory Discrimination Task. J Neurosci 2024; 44:e0125242024. [PMID: 39025676 PMCID: PMC11340284 DOI: 10.1523/jneurosci.0125-24.2024] [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: 01/18/2024] [Revised: 06/09/2024] [Accepted: 06/14/2024] [Indexed: 07/20/2024] Open
Abstract
During learning of a sensory discrimination task, the cortical and subcortical regions display complex spatiotemporal dynamics. During learning, both the amygdala and cortex link stimulus information to its appropriate association, for example, a reward. In addition, both structures are also related to nonsensory parameters such as body movements and licking during the reward period. However, the emergence of the cortico-amygdala relationships during learning is largely unknown. To study this, we combined wide-field cortical imaging with fiber photometry to simultaneously record cortico-amygdala population dynamics as male mice learn a whisker-dependent go/no-go task. We were able to simultaneously record neuronal populations from the posterior cortex and either the basolateral amygdala (BLA) or central/medial amygdala (CEM). Prior to learning, the somatosensory and associative cortex responded during sensation, while amygdala areas did not show significant responses. As mice became experts, amygdala responses emerged early during the sensation period, increasing in the CEM, while decreasing in the BLA. Interestingly, amygdala and cortical responses were associated with task-related body movement, displaying significant responses ∼200 ms before movement initiation which led to licking for the reward. A correlation analysis between the cortex and amygdala revealed negative and positive correlation with the BLA and CEM, respectively, only in the expert case. These results imply that learning induces an involvement of the cortex and amygdala which may aid to link sensory stimuli with appropriate associations.
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Affiliation(s)
- David Levitan
- Department of Medical Neurobiology, Faculty of Medicine, The Institute for Medical Research Israel-Canada (IMRIC), The Hebrew University of Jerusalem, Jerusalem 9112102, Israel
| | - Ariel Gilad
- Department of Medical Neurobiology, Faculty of Medicine, The Institute for Medical Research Israel-Canada (IMRIC), The Hebrew University of Jerusalem, Jerusalem 9112102, Israel
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40
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Toivainen S, Petrella M, Xu L, Visser E, Weiss T, Vellere S, Zeier Z, Wahlestedt C, Barbier E, Domi E, Heilig M. Generation and Characterization of a Novel Prkcd-Cre Rat Model. J Neurosci 2024; 44:e0528242024. [PMID: 38977300 PMCID: PMC11308323 DOI: 10.1523/jneurosci.0528-24.2024] [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: 03/18/2024] [Revised: 06/20/2024] [Accepted: 06/25/2024] [Indexed: 07/10/2024] Open
Abstract
Activity of central amygdala (CeA) PKCδ expressing neurons has been linked to appetite regulation, anxiety-like behaviors, pain sensitivity, and addiction-related behaviors. Studies of the role that CeA PKCδ+ neurons play in these behaviors have largely been carried out in mice, and genetic tools that would allow selective manipulation of PKCδ+ cells in rats have been lacking. Here, we used a CRISPR/Cas9 strategy to generate a transgenic Prkcd-cre knock-in rat and characterized this model using anatomical, electrophysiological, and behavioral approaches in both sexes. In the CeA, Cre was selectively expressed in PKCδ+ cells. Anterograde projections of PKCδ+ neurons to cortical regions, subcortical regions, several hypothalamic nuclei, the amygdala complex, and midbrain dopaminergic regions were largely consistent with published mouse data. In a behavioral screen, we found no differences between Cre+ rats and Cre- wild-type littermates. Optogenetic stimulation of CeA PKCδ+ neurons in a palatable food intake assay resulted in an increased latency to first feeding and decreased total food intake, once again replicating published mouse findings. Lastly, using a real-time place preference task, we found that stimulation of PKCδ+ neurons promoted aversion, without affecting locomotor activity. Collectively, these findings establish the novel Prkcd-Cre rat line as a valuable tool that complements available mouse lines for investigating the functional role of PKCδ+ neurons.
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Affiliation(s)
- Sanne Toivainen
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
| | - Michele Petrella
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
| | - Li Xu
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
| | - Esther Visser
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
| | - Tamina Weiss
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
| | - Sofia Vellere
- School of Pharmacy, Center for Neuroscience, Pharmacology Unit, University of Camerino, Camerino 62032, Italy
| | - Zane Zeier
- Department of Psychiatry and Behavioral Sciences, Center for Therapeutic Innovation, University of Miami Miller School of Medicine, Miami, Florida 33136
| | - Claes Wahlestedt
- Department of Psychiatry and Behavioral Sciences, Center for Therapeutic Innovation, University of Miami Miller School of Medicine, Miami, Florida 33136
| | - Estelle Barbier
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
| | - Esi Domi
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
- School of Pharmacy, Center for Neuroscience, Pharmacology Unit, University of Camerino, Camerino 62032, Italy
| | - Markus Heilig
- Department of Clinical and Experimental Medicine, Linkoping University, Linkoping 58225, Sweden
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Domin H, Śmiałowska M. The diverse role of corticotropin-releasing factor (CRF) and its CRF1 and CRF2 receptors under pathophysiological conditions: Insights into stress/anxiety, depression, and brain injury processes. Neurosci Biobehav Rev 2024; 163:105748. [PMID: 38857667 DOI: 10.1016/j.neubiorev.2024.105748] [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: 03/06/2024] [Revised: 05/28/2024] [Accepted: 06/01/2024] [Indexed: 06/12/2024]
Abstract
Corticotropin-releasing factor (CRF, corticoliberin) is a neuromodulatory peptide activating the hypothalamic-pituitary-adrenal (HPA) axis, widely distributed in the central nervous system (CNS) in mammals. In addition to its neuroendocrine effects, CRF is essential in regulating many functions under physiological and pathophysiological conditions through CRF1 and CRF2 receptors (CRF1R, CRF2R). This review aims to present selected examples of the diverse and sometimes opposite effects of CRF and its receptor ligands in various pathophysiological states, including stress/anxiety, depression, and processes associated with brain injury. It seems interesting to draw particular attention to the fact that CRF and its receptor ligands exert different effects depending on the brain structures or subregions, likely stemming from the varied distribution of CRFRs in these regions and interactions with other neurotransmitters. CRFR-mediated region-specific effects might also be related to brain site-specific ligand binding and the associated activated signaling pathways. Intriguingly, different types of CRF molecules can also influence the diverse actions of CRF in the CNS.
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Affiliation(s)
- Helena Domin
- Maj Institute of Pharmacology, Polish Academy of Sciences, Department of Neurobiology, 12 Smętna Street, Kraków 31-343, Poland.
| | - Maria Śmiałowska
- Maj Institute of Pharmacology, Polish Academy of Sciences, Department of Neurobiology, 12 Smętna Street, Kraków 31-343, Poland
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42
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Santoni G, Astori S, Leleu M, Glauser L, Zamora SA, Schioppa M, Tarulli I, Sandi C, Gräff J. Chromatin plasticity predetermines neuronal eligibility for memory trace formation. Science 2024; 385:eadg9982. [PMID: 39052786 DOI: 10.1126/science.adg9982] [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: 02/03/2023] [Revised: 03/01/2024] [Accepted: 05/24/2024] [Indexed: 07/27/2024]
Abstract
Memories are encoded by sparse populations of neurons but how such sparsity arises remains largely unknown. We found that a neuron's eligibility to be recruited into the memory trace depends on its epigenetic state prior to encoding. Principal neurons in the mouse lateral amygdala display intrinsic chromatin plasticity, which when experimentally elevated favors neuronal allocation into the encoding ensemble. Such chromatin plasticity occurred at genomic regions underlying synaptic plasticity and was accompanied by increased neuronal excitability in single neurons in real time. Lastly, optogenetic silencing of the epigenetically altered neurons prevented memory expression, revealing a cell-autonomous relationship between chromatin plasticity and memory trace formation. These results identify the epigenetic state of a neuron as a key factor enabling information encoding.
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Affiliation(s)
- Giulia Santoni
- Laboratory of Neuroepigenetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Simone Astori
- Laboratory of Behavioural Genetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Marion Leleu
- Bioinformatics Competence Center, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Liliane Glauser
- Laboratory of Neuroepigenetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Simon A Zamora
- Laboratory of Neuroepigenetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Myriam Schioppa
- Laboratory of Neuroepigenetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
- The institute of Medical Sciences, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, UK
| | - Isabella Tarulli
- Laboratory of Neuroepigenetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Carmen Sandi
- Laboratory of Behavioural Genetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Johannes Gräff
- Laboratory of Neuroepigenetics, Brain Mind Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
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Jung JTK, Marques LS, Brambila CA, da Cruz Weber Fulco B, Nogueira CW, Zeni G. Social-Single Prolonged Stress affects contextual fear conditioning in male and female Wistar rats: Molecular insights in the amygdala. Prog Neuropsychopharmacol Biol Psychiatry 2024; 133:111021. [PMID: 38692472 DOI: 10.1016/j.pnpbp.2024.111021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 04/08/2024] [Accepted: 04/28/2024] [Indexed: 05/03/2024]
Abstract
Stress exposure can lead to post-traumatic stress disorder (PTSD) in male and female rats. Social-Single Prolonged Stress (SPS) protocol has been considered a potential PTSD model. This study aimed to pharmacologically validate the Social-SPS as a PTSD model in male and female rats. Male and female Wistar rats (60-day-old) were exposed to Social-SPS protocol and treated with fluoxetine (10 mg/Kg) or saline solution intraperitoneally 24 h before euthanasia. Two cohorts of animals were used; for cohort 1, male and female rats were still undisturbed until day 7 post-Social-SPS exposure, underwent locomotor and conditioned fear behaviors, and were euthanized on day 9. Animals of cohort 2 were subjected to the same protocol but were re-exposed to contextual fear behavior on day 14. Results showed that fluoxetine-treated rats gained less body weight than control and Social-SPS in both sexes. Social-SPS effectively increased the freezing time in male and female rats on day eight but not on day fourteen. Fluoxetine blocked the increase of freezing in male and female rats on day 8. Different mechanisms for fear behavior were observed in males, such as Social-SPS increased levels of glucocorticoid receptors and Beclin-1 in the amygdala. Social-SPS was shown to increase the levels of NMDA2A, GluR-1, PSD-95, and CAMKII in the amygdala of female rats. No alterations were observed in the amygdala of rats on day fourteen. The study revealed that Social-SPS is a potential PTSD protocol applicable to both male and female rats.
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MESH Headings
- Animals
- Male
- Female
- Fear/drug effects
- Fear/physiology
- Rats, Wistar
- Fluoxetine/pharmacology
- Amygdala/drug effects
- Amygdala/metabolism
- Stress, Psychological/metabolism
- Rats
- Disease Models, Animal
- Stress Disorders, Post-Traumatic/metabolism
- Stress Disorders, Post-Traumatic/psychology
- Conditioning, Classical/drug effects
- Conditioning, Classical/physiology
- Conditioning, Psychological/drug effects
- Conditioning, Psychological/physiology
- Selective Serotonin Reuptake Inhibitors/pharmacology
- Disks Large Homolog 4 Protein
- Receptors, AMPA
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Affiliation(s)
- Juliano Ten Kathen Jung
- Laboratory of Synthesis, Reactivity, Pharmacological and Toxicological Evaluation of Organochalcogen Compounds, Department of Biochemistry and Molecular Biology, Federal University of Santa Maria, Santa Maria, RS 97105-900, Brazil
| | - Luiza Souza Marques
- Laboratory of Synthesis, Reactivity, Pharmacological and Toxicological Evaluation of Organochalcogen Compounds, Department of Biochemistry and Molecular Biology, Federal University of Santa Maria, Santa Maria, RS 97105-900, Brazil
| | - Carlos Alexandre Brambila
- Laboratory of Synthesis, Reactivity, Pharmacological and Toxicological Evaluation of Organochalcogen Compounds, Department of Biochemistry and Molecular Biology, Federal University of Santa Maria, Santa Maria, RS 97105-900, Brazil
| | - Bruna da Cruz Weber Fulco
- Laboratory of Synthesis, Reactivity, Pharmacological and Toxicological Evaluation of Organochalcogen Compounds, Department of Biochemistry and Molecular Biology, Federal University of Santa Maria, Santa Maria, RS 97105-900, Brazil
| | - Cristina Wayne Nogueira
- Laboratory of Synthesis, Reactivity, Pharmacological and Toxicological Evaluation of Organochalcogen Compounds, Department of Biochemistry and Molecular Biology, Federal University of Santa Maria, Santa Maria, RS 97105-900, Brazil
| | - Gilson Zeni
- Laboratory of Synthesis, Reactivity, Pharmacological and Toxicological Evaluation of Organochalcogen Compounds, Department of Biochemistry and Molecular Biology, Federal University of Santa Maria, Santa Maria, RS 97105-900, Brazil.
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44
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Kramer PR, Hornung RS, Umorin M, Benson MD, Kinchington PR. Neurexin 3 Regulates Synaptic Connections Between Central Amygdala Neurons and Excitable Cells of the Lateral Parabrachial Nucleus in Rats with Varicella Zoster Induced Orofacial Pain. J Pain Res 2024; 17:2311-2324. [PMID: 38974829 PMCID: PMC11227312 DOI: 10.2147/jpr.s441706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 03/14/2024] [Indexed: 07/09/2024] Open
Abstract
Introduction Herpes Zoster in humans is the result of varicella zoster virus (VZV) infection. Injecting rats with varicella zoster virus produces pain similar to herpes zoster "shingles" pain in humans. . In a previous study, orofacial pain was induced by injecting the whisker pad of male rats with VZV and the pain response increased after attenuating neurexin 3 (Nrxn3) expression in the central amygdala. Neurons descend from the central amygdala to the lateral parabrachial nucleus and orofacial pain signals ascend to the lateral parabrachial nucleus. GABAergic neurons within the central amygdala regulate pain by inhibiting activity within the lateral parabrachial nucleus. Attenuating Nrxn3 expression in the central amygdala increased GABA release in the lateral parabrachial nucleus suggesting Nrxn3 controls pain by regulating GABA release. Nrxn3 can also control synaptic connections between neurons, and we hypothesized that Nrxn3 knockdown in the central amygdala would reduce the number of GABAergic synaptic connections in the lateral parabrachial nucleus and increase VZV associated pain. Methods To test this idea, the number of synaptic connections between GABAergic cells of the central amygdala and excitatory or dynorphin positive neurons within the lateral parabrachial nucleus were quantitated after infusion of a virus expressing synaptophysin. Synaptophysin is a synaptic vesicle protein that labels neuronal synaptic connections. These connections were measured in rats with and without whisker pad injection of VZV and knockdown of Nrxn3 within the central amygdala. Orofacial pain was measured using a place escape avoidance paradigm. Results GABAergic synaptic connections were reduced in the lateral parabrachial nucleus after Nrxn3 knockdown. Rats with a reduction in the number of connections had an increase in VZV associated orofacial pain. Immunostaining with the pain marker prodynorphin indicated that the reduction in GABAergic connections was primarily associated with prodynorphin positive neurons. Discussion The results suggest Nrxn3 reduces VZV associated orofacial pain, in part, by enhancing synaptic connections between GABA cells of the central amygdala and pain neurons within the lateral parabrachial nucleus.
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Affiliation(s)
- Phillip R Kramer
- Department of Biomedical Sciences, Texas A&M University School of Dentistry, Dallas, TX, USA
| | - Rebecca S Hornung
- Department of Biomedical Sciences, Texas A&M University School of Dentistry, Dallas, TX, USA
| | - Mikhail Umorin
- Department of Biomedical Sciences, Texas A&M University School of Dentistry, Dallas, TX, USA
| | - M Douglas Benson
- Department of Biomedical Sciences, Texas A&M University School of Dentistry, Dallas, TX, USA
| | - Paul R Kinchington
- Department of Ophthalmology and of Molecular Microbiology and Genetics, University of Pittsburgh, Pittsburgh, PA, USA
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45
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Abatis M, Perin R, Niu R, van den Burg E, Hegoburu C, Kim R, Okamura M, Bito H, Markram H, Stoop R. Fear learning induces synaptic potentiation between engram neurons in the rat lateral amygdala. Nat Neurosci 2024; 27:1309-1317. [PMID: 38871992 PMCID: PMC11239494 DOI: 10.1038/s41593-024-01676-6] [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: 06/29/2023] [Accepted: 05/07/2024] [Indexed: 06/15/2024]
Abstract
The lateral amygdala (LA) encodes fear memories by potentiating sensory inputs associated with threats and, in the process, recruits 10-30% of its neurons per fear memory engram. However, how the local network within the LA processes this information and whether it also plays a role in storing it are still largely unknown. Here, using ex vivo 12-patch-clamp and in vivo 32-electrode electrophysiological recordings in the LA of fear-conditioned rats, in combination with activity-dependent fluorescent and optogenetic tagging and recall, we identified a sparsely connected network between principal LA neurons that is organized in clusters. Fear conditioning specifically causes potentiation of synaptic connections between learning-recruited neurons. These findings of synaptic plasticity in an autoassociative excitatory network of the LA may suggest a basic principle through which a small number of pyramidal neurons could encode a large number of memories.
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Affiliation(s)
- Marios Abatis
- Department of Psychiatry, Center for Psychiatric Neuroscience, University Hospital of Lausanne, Prilly-Lausanne, Switzerland
| | - Rodrigo Perin
- Brain-Mind Institute, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Ruifang Niu
- Department of Psychiatry, Center for Psychiatric Neuroscience, University Hospital of Lausanne, Prilly-Lausanne, Switzerland
| | - Erwin van den Burg
- Department of Psychiatry, Center for Psychiatric Neuroscience, University Hospital of Lausanne, Prilly-Lausanne, Switzerland
| | - Chloe Hegoburu
- Department of Psychiatry, Center for Psychiatric Neuroscience, University Hospital of Lausanne, Prilly-Lausanne, Switzerland
| | - Ryang Kim
- Department of Neurochemistry, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Michiko Okamura
- Department of Neurochemistry, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Haruhiko Bito
- Department of Neurochemistry, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Henry Markram
- Brain-Mind Institute, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Ron Stoop
- Department of Psychiatry, Center for Psychiatric Neuroscience, University Hospital of Lausanne, Prilly-Lausanne, Switzerland.
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Demaestri C, Pisciotta M, Altunkeser N, Berry G, Hyland H, Breton J, Darling A, Williams B, Bath KG. Central amygdala CRF+ neurons promote heightened threat reactivity following early life adversity in mice. Nat Commun 2024; 15:5522. [PMID: 38951506 PMCID: PMC11217353 DOI: 10.1038/s41467-024-49828-3] [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: 10/31/2023] [Accepted: 06/19/2024] [Indexed: 07/03/2024] Open
Abstract
Failure to appropriately predict and titrate reactivity to threat is a core feature of fear and anxiety-related disorders and is common following early life adversity (ELA). A population of neurons in the lateral central amygdala (CeAL) expressing corticotropin releasing factor (CRF) have been proposed to be key in processing threat of different intensities to mediate active fear expression. Here, we use in vivo fiber photometry to show that ELA results in sex-specific changes in the activity of CeAL CRF+ neurons, yielding divergent mechanisms underlying the augmented startle in ELA mice, a translationally relevant behavior indicative of heightened threat reactivity and hypervigilance. Further, chemogenic inhibition of CeAL CRF+ neurons selectively diminishes startle and produces a long-lasting suppression of threat reactivity. These findings identify a mechanism for sex-differences in susceptibility for anxiety following ELA and have broad implications for understanding the neural circuitry that encodes and gates the behavioral expression of fear.
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Affiliation(s)
- Camila Demaestri
- Doctoral Program in Neurobiology and Behavior, Columbia University, New York, USA
| | - Margaux Pisciotta
- Department of Neuroscience and Behavior, Barnard College of Columbia University, New York, NY, USA
| | - Naira Altunkeser
- Department of Neuroscience, Columbia University, New York, NY, USA
| | - Georgia Berry
- Division of Developmental Neuroscience, Research Foundation for Mental Hygiene, New York State Psychiatric Institute, New York, NY, USA
| | - Hannah Hyland
- Division of Developmental Neuroscience, Research Foundation for Mental Hygiene, New York State Psychiatric Institute, New York, NY, USA
| | - Jocelyn Breton
- Division of Developmental Neuroscience, Research Foundation for Mental Hygiene, New York State Psychiatric Institute, New York, NY, USA
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - Anna Darling
- Department of Neuroscience, Columbia University, New York, NY, USA
| | - Brenna Williams
- Doctoral Program in Cellular and Molecular Physiology & Biophysics, Columbia University, New York, NY, USA
| | - Kevin G Bath
- Division of Developmental Neuroscience, Research Foundation for Mental Hygiene, New York State Psychiatric Institute, New York, NY, USA.
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
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47
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Liu J, Younk R, Drahos LM, Nagrale SS, Yadav S, Widge AS, Shoaran M. Neural Decoding and Feature Selection Techniques for Closed-Loop Control of Defensive Behavior. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.06.597165. [PMID: 38895388 PMCID: PMC11185693 DOI: 10.1101/2024.06.06.597165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
Objective Many psychiatric disorders involve excessive avoidant or defensive behavior, such as avoidance in anxiety and trauma disorders or defensive rituals in obsessive-compulsive disorders. Developing algorithms to predict these behaviors from local field potentials (LFPs) could serve as foundational technology for closed-loop control of such disorders. A significant challenge is identifying the LFP features that encode these defensive behaviors. Approach We analyzed LFP signals from the infralimbic cortex and basolateral amygdala of rats undergoing tone-shock conditioning and extinction, standard for investigating defensive behaviors. We utilized a comprehensive set of neuro-markers across spectral, temporal, and connectivity domains, employing SHapley Additive exPlanations for feature importance evaluation within Light Gradient-Boosting Machine models. Our goal was to decode three commonly studied avoidance/defensive behaviors: freezing, bar-press suppression, and motion (accelerometry), examining the impact of different features on decoding performance. Main results Band power and band power ratio between channels emerged as optimal features across sessions. High-gamma (80-150 Hz) power, power ratios, and inter-regional correlations were more informative than other bands that are more classically linked to defensive behaviors. Focusing on highly informative features enhanced performance. Across 4 recording sessions with 16 subjects, we achieved an average coefficient of determination of 0.5357 and 0.3476, and Pearson correlation coefficients of 0.7579 and 0.6092 for accelerometry jerk and bar press rate, respectively. Utilizing only the most informative features revealed differential encoding between accelerometry and bar press rate, with the former primarily through local spectral power and the latter via inter-regional connectivity. Our methodology demonstrated remarkably low time complexity, requiring <110 ms for training and <1 ms for inference. Significance Our results demonstrate the feasibility of accurately decoding defensive behaviors with minimal latency, using LFP features from neural circuits strongly linked to these behaviors. This methodology holds promise for real-time decoding to identify physiological targets in closed-loop psychiatric neuromodulation.
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Affiliation(s)
- Jinhan Liu
- Institute of Electrical and Micro Engineering, EPFL, Lausanne, Switzerland
- Neuro-X Institute, EPFL, Geneva, Switzerland
| | - Rebecca Younk
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Lauren M Drahos
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Sumedh S Nagrale
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Shreya Yadav
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Alik S Widge
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
- These authors jointly supervised this work
| | - Mahsa Shoaran
- Institute of Electrical and Micro Engineering, EPFL, Lausanne, Switzerland
- Neuro-X Institute, EPFL, Geneva, Switzerland
- These authors jointly supervised this work
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48
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Kiyokawa Y, Ootaki M, Kambe Y, Tanaka KD, Kimura G, Tanikawa T, Takeuchi Y. Approach/Avoidance Behavior to Novel Objects is Correlated with the Serotonergic and Dopaminergic Systems in the Brown Rat (Rattus norvegicus). Neuroscience 2024; 549:110-120. [PMID: 38723837 DOI: 10.1016/j.neuroscience.2024.05.003] [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: 02/03/2024] [Revised: 04/21/2024] [Accepted: 05/02/2024] [Indexed: 05/18/2024]
Abstract
The brown rat (Rattus norvegicus) is known to show three types of behavioral responses to novel objects. Whereas some rats are indifferent to novel objects, neophobic and neophilic rats show avoidance and approach behavior, respectively. Here, we compared the dopaminergic, serotonergic, and noradrenergic systems immunohistochemically among these rats. Trapped wild rats and laboratory rats were first individually exposed to the novel objects in their home cage. Wild rats were divided into neophobic and indifferent rats depending on their behavioral responses. Similarly, laboratory rats were divided into neophilic and indifferent rats. Consistent with the behavioral differences, in the paraventricular nucleus of the hypothalamus, Fos expression in corticotropin-releasing hormone-containing neurons was higher in the neophobic rats than in the indifferent rats. In the anterior basal amygdala, the neophobic rats showed higher Fos expression than the indifferent rats. In the posterior basal amygdala, the neophobic and neophilic rats showed lower and higher Fos expressions than the indifferent rats, respectively. When we compared the neuromodulatory systems, in the dorsal raphe, the number of serotonergic neurons and Fos expression in serotonergic neurons increased linearly from neophobic to indifferent to neophilic rats. In the ventral tegmental area, Fos expression in dopaminergic neurons was higher in the neophilic rats than in the indifferent rats. These results demonstrate that approach/avoidance behavior to novel objects is correlated with the serotonergic and dopaminergic systems in the brown rat. We propose that the serotonergic system suppresses avoidance behavior while the dopaminergic system enhances approach behavior to novel objects.
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Affiliation(s)
- Yasushi Kiyokawa
- Laboratory of Veterinary Ethology, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan.
| | - Masato Ootaki
- Laboratory of Veterinary Ethology, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan
| | - Yoshikazu Kambe
- Technical Research Laboratory, Ikari Shodoku Co. Ltd, 1-12-3 Akanehama, Narashino-shi, Chiba 275-0024, Japan
| | - Kazuyuki D Tanaka
- Technical Research Laboratory, Ikari Shodoku Co. Ltd, 1-12-3 Akanehama, Narashino-shi, Chiba 275-0024, Japan
| | - Goro Kimura
- Technical Research Laboratory, Ikari Shodoku Co. Ltd, 1-12-3 Akanehama, Narashino-shi, Chiba 275-0024, Japan
| | - Tsutomu Tanikawa
- Technical Research Laboratory, Ikari Shodoku Co. Ltd, 1-12-3 Akanehama, Narashino-shi, Chiba 275-0024, Japan
| | - Yukari Takeuchi
- Laboratory of Veterinary Ethology, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan
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49
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Yamasaki T, Kiyokawa Y, Munetomo A, Takeuchi Y. Naloxone increases conditioned fear responses during social buffering in male rats. Eur J Neurosci 2024; 59:3256-3272. [PMID: 38644789 DOI: 10.1111/ejn.16343] [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: 05/15/2023] [Revised: 03/19/2024] [Accepted: 03/20/2024] [Indexed: 04/23/2024]
Abstract
Social buffering is the phenomenon in which the presence of an affiliative conspecific mitigates stress responses. We previously demonstrated that social buffering completely ameliorates conditioned fear responses in rats. However, the neuromodulators involved in social buffering are poorly understood. Given that opioids, dopamine, oxytocin and vasopressin play an important role in affiliative behaviour, here, we assessed the effects of the most well-known antagonists, naloxone (opioid receptor antagonist), haloperidol (dopamine D2 receptor antagonist), atosiban (oxytocin receptor antagonist) and SR49059 (vasopressin V1a receptor antagonist), on social buffering. In Experiment 1, fear-conditioned male subjects were intraperitoneally administered one of the four antagonists 25 min prior to exposure to a conditioned stimulus with an unfamiliar non-conditioned rat. Naloxone, but not the other three antagonists, increased freezing and decreased walking and investigation as compared with saline administration. In Experiment 2, identical naloxone administration did not affect locomotor activity, anxiety-like behaviour or freezing in an open-field test. In Experiment 3, after confirming that the same naloxone administration again increased conditioned fear responses, as done in Experiment 1, we measured Fos expression in 16 brain regions. Compared with saline, naloxone increased Fos expression in the paraventricular nucleus of the hypothalamus and decreased Fos expression in the nucleus accumbens shell, anterior cingulate cortex and insular cortex and tended to decrease Fos expression in the nucleus accumbens core. Based on these results, we suggest that naloxone blocks social buffering of conditioned fear responses in male rats.
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Affiliation(s)
- Takumi Yamasaki
- Laboratory of Veterinary Ethology, The University of Tokyo, Tokyo, Japan
| | - Yasushi Kiyokawa
- Laboratory of Veterinary Ethology, The University of Tokyo, Tokyo, Japan
| | - Arisa Munetomo
- Laboratory of Veterinary Ethology, The University of Tokyo, Tokyo, Japan
| | - Yukari Takeuchi
- Laboratory of Veterinary Ethology, The University of Tokyo, Tokyo, Japan
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50
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Duggins P, Eliasmith C. A scalable spiking amygdala model that explains fear conditioning, extinction, renewal and generalization. Eur J Neurosci 2024; 59:3093-3116. [PMID: 38616566 DOI: 10.1111/ejn.16338] [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: 09/07/2023] [Revised: 02/03/2024] [Accepted: 03/11/2024] [Indexed: 04/16/2024]
Abstract
The amygdala (AMY) is widely implicated in fear learning and fear behaviour, but it remains unclear how the many biological components present within AMY interact to achieve these abilities. Building on previous work, we hypothesize that individual AMY nuclei represent different quantities and that fear conditioning arises from error-driven learning on the synapses between AMY nuclei. We present a computational model of AMY that (a) recreates the divisions and connections between AMY nuclei and their constituent pyramidal and inhibitory neurons; (b) accommodates scalable high-dimensional representations of external stimuli; (c) learns to associate complex stimuli with the presence (or absence) of an aversive stimulus; (d) preserves feature information when mapping inputs to salience estimates, such that these estimates generalize to similar stimuli; and (e) induces a diverse profile of neural responses within each nucleus. Our model predicts (1) defensive responses and neural activities in several experimental conditions, (2) the consequence of artificially ablating particular nuclei and (3) the tendency to generalize defensive responses to novel stimuli. We test these predictions by comparing model outputs to neural and behavioural data from animals and humans. Despite the relative simplicity of our model, we find significant overlap between simulated and empirical data, which supports our claim that the model captures many of the neural mechanisms that support fear conditioning. We conclude by comparing our model to other computational models and by characterizing the theoretical relationship between pattern separation and fear generalization in healthy versus anxious individuals.
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Affiliation(s)
- Peter Duggins
- Centre for Theoretical Neuroscience, University of Waterloo, Waterloo, Ontario, Canada
- Department of Systems Design Engineering, University of Waterloo, Waterloo, Ontario, Canada
| | - Chris Eliasmith
- Centre for Theoretical Neuroscience, University of Waterloo, Waterloo, Ontario, Canada
- Department of Systems Design Engineering, University of Waterloo, Waterloo, Ontario, Canada
- Department of Philosophy, University of Waterloo, Waterloo, Ontario, Canada
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