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McGraw M, Christensen C, Nelson H, Li AJ, Qualls-Creekmore E. Divergent changes in social stress-induced motivation in male and female mice. Physiol Behav 2025; 291:114787. [PMID: 39710132 DOI: 10.1016/j.physbeh.2024.114787] [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: 08/05/2024] [Revised: 11/01/2024] [Accepted: 12/20/2024] [Indexed: 12/24/2024]
Abstract
Exposure to stressors has been shown to dysregulate motivated behaviors in a bidirectional manner over time. The relationship between stress and motivation is relevant to psychological disorders, including depression, binge eating, and substance use disorder; however, this relationship is not well characterized, especially in females, despite their increased risk of these disorders. Social defeat stress is a common model to study stress-induced motivation changes, however, historically this model excluded females due to lack of female-to-female aggression and unreliable male-to-female aggression. Additionally, changes in motivation are often assessed well after stress exposure ends, potentially missing or occluding changes to motivation during stress. Recently, the chronic non-discriminatory social defeat stress (CNSDS) model has demonstrated social defeat of male and female C57BL/6J mice by simultaneously exposing both mice to an aggressive male CD-1 mouse. Here we use this model to directly compare changes in the motivated behavior of male and female mice during and following chronic stress. We hypothesized that motivated behavioral responses would be dysregulated during stress and that the effects would worsen as the stress exposure continued. To monitor motivated behavior, mice had access to a Feeding Experimental Device.3 (FED3), a home cage device for operant responding. Operant responding was monitored prior to, during, and after stress by measuring nose pokes for sucrose pellets on a modified progressive ratio schedule of reinforcement. Our results demonstrated divergent behavioral outcomes between males and female mice in response to stress; where male mice increased motivated behavior during stress only, whereas female mice exhibited a decrease in motivation during and after stress. This study highlights the need to investigate the effects of stress-induced motivation over time, as well as the increased need to understand differences in the stress response in females.
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Affiliation(s)
- Megan McGraw
- Department of Integrative Physiology and Neuroscience, Washington State University, Pullman, WA, USA
| | - Cooper Christensen
- Department of Integrative Physiology and Neuroscience, Washington State University, Pullman, WA, USA
| | - Hailey Nelson
- Department of Integrative Physiology and Neuroscience, Washington State University, Pullman, WA, USA
| | - Ai-Jun Li
- Department of Integrative Physiology and Neuroscience, Washington State University, Pullman, WA, USA
| | - Emily Qualls-Creekmore
- Department of Integrative Physiology and Neuroscience, Washington State University, Pullman, WA, USA.
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2
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Park SB, Lur G. Repeated exposure to multiple concurrent stressors alters visual processing in the adult posterior parietal cortex. Neurobiol Stress 2024; 31:100660. [PMID: 39100726 PMCID: PMC11296072 DOI: 10.1016/j.ynstr.2024.100660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/25/2024] [Accepted: 06/29/2024] [Indexed: 08/06/2024] Open
Abstract
Chronic stress is well known to erode cognitive functions. Yet, our understanding of how repeated stress exposure impacts one of the fundamental bases of cognition: sensory processing, remains limited. The posterior parietal cortex (PPC) is a high order visual region, known for its role in visually guided decision making, multimodal integration, attention, and working memory. Here, we used functional measures to determine how repeated exposure to multiple concurrent stressors (RMS) affects sensory processing in the PPC in adult male mice. A longitudinal experimental design, repeatedly surveying the same population of neurons using in vivo two-photon imaging, revealed that RMS disrupts the balanced turnover of visually responsive cells in layer 2/3 of the PPC. Across the population, RMS-induced changes in visual responsiveness followed a bimodal distribution suggesting idiosyncratic stress effects. In cells that maintained their responsiveness across recording sessions, we found that stress reduced visual response magnitudes and feature selectivity. While we did not observe stress-induced elimination of excitatory synapses, noise correlation statistics indicated that RMS altered visual input to the neuronal population. The impact of RMS was restricted to visually evoked responses and was not evident in neuronal activity associated with locomotion onset. Together, our results indicate that despite no apparent synaptic reorganization, stress exposure in adulthood can disrupt sensory processing in the PPC, with the effects showing remarkable individual variation.
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Affiliation(s)
- Soo Bin Park
- Department of Neurobiology and Behavior, University of California, Irvine, CA USA, 92697
| | - Gyorgy Lur
- Department of Neurobiology and Behavior, University of California, Irvine, CA USA, 92697
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3
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Holloway AL, Lerner TN. Hidden variables in stress neurobiology research. Trends Neurosci 2024; 47:9-17. [PMID: 37985263 PMCID: PMC10842876 DOI: 10.1016/j.tins.2023.10.006] [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: 07/03/2023] [Revised: 10/11/2023] [Accepted: 10/31/2023] [Indexed: 11/22/2023]
Abstract
Among the central goals of stress neurobiology research is to understand the mechanisms by which stressors change neural circuit function to precipitate or exacerbate psychiatric symptoms. Yet despite decades of effort, psychiatric medications that target the biological substrates of the stress response are largely lacking. We propose that the clinical advancement of stress response-based therapeutics for psychiatric disorders may be hindered by 'hidden variables' in stress research, including considerations of behavioral study design (stressors and outcome measures), individual variability, sex differences, and the interaction of the body's stress hormone system with endogenous circadian and ultradian rhythms. We highlight key issues and suggest ways forward in stress neurobiology research that may improve the ability to assess stress mechanisms and translate preclinical findings.
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Affiliation(s)
- Ashley L Holloway
- Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Northwestern University Interdepartmental Neuroscience Program (NUIN), Evanston, IL, USA
| | - Talia N Lerner
- Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Northwestern University Interdepartmental Neuroscience Program (NUIN), Evanston, IL, USA.
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4
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Boyle CC, Bower JE, Eisenberger NI, Irwin MR. Stress to inflammation and anhedonia: Mechanistic insights from preclinical and clinical models. Neurosci Biobehav Rev 2023; 152:105307. [PMID: 37419230 DOI: 10.1016/j.neubiorev.2023.105307] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 06/30/2023] [Accepted: 07/04/2023] [Indexed: 07/09/2023]
Abstract
Anhedonia, as evidenced by impaired pleasurable response to reward, reduced reward motivation, and/or deficits in reward-related learning, is a common feature of depression. Such deficits in reward processing are also an important clinical target as a risk factor for depression onset. Unfortunately, reward-related deficits remain difficult to treat. To address this gap and inform the development of effective prevention and treatment strategies, it is critical to understand the mechanisms that drive impairments in reward function. Stress-induced inflammation is a plausible mechanism of reward deficits. The purpose of this paper is to review evidence for two components of this psychobiological pathway: 1) the effects of stress on reward function; and 2) the effects of inflammation on reward function. Within these two areas, we draw upon preclinical and clinical models, distinguish between acute and chronic effects of stress and inflammation, and address specific domains of reward dysregulation. By addressing these contextual factors, the review reveals a nuanced literature which might be targeted for additional scientific inquiry to inform the development of precise interventions.
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Affiliation(s)
- Chloe C Boyle
- Norman Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, UCLA, USA.
| | - Julienne E Bower
- Norman Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, UCLA, USA; Department of Psychology, UCLA, Los Angeles, CA, USA
| | | | - Michael R Irwin
- Norman Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, UCLA, USA
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5
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Mize JL. Depression, anxiety, and stress symptoms and coping strategies in the context of the sudden course modality shift in the Spring 2020 semester. CURRENT PSYCHOLOGY 2023:1-12. [PMID: 37359699 PMCID: PMC10097514 DOI: 10.1007/s12144-023-04566-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/14/2023] [Indexed: 06/28/2023]
Abstract
The COVID-19 pandemic created a host of difficulties for college students. There is research noting the unique vulnerability of this population's DASS symptoms and further connections of coping strategies. The current study aims to provide a snapshot of this unique time in higher education by examining the relationship between perceived difficulty, retrospectively, in the Spring 2020 semester and DASS symptoms in the Fall 2020 semester, and moderators of coping strategies in a sample of USA university students (n = 248; Mage = 21.08, SD = 4.63; 79.3% = Female). The results yielded a clear predictor relationship between perceived difficulty and symptoms of DASS. However, only problem-solving coping strategy proved a significant moderator for stress; surprisingly, problem-solving coping appeared to exacerbate the relationship. Implications for clinicians and higher education are discussed.
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Affiliation(s)
- Jerry L. Mize
- Department of Psychology, George Mason University, 4400 University Drive, Fairfax, VA 22030 USA
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6
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Wang Y, Bai Y, Xiao X, Wang L, Wei G, Guo M, Song X, Tian Y, Ming D, Yang J, Zheng C. Low-intensity focused ultrasound stimulation reverses social avoidance behavior in mice experiencing social defeat stress. Cereb Cortex 2022; 32:5580-5596. [PMID: 35188969 DOI: 10.1093/cercor/bhac037] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/19/2022] [Accepted: 01/20/2022] [Indexed: 01/25/2023] Open
Abstract
The excitatory neurons of the medial prefrontal cortex (mPFC) respond to social stimuli. However, little is known about how the neural activity is altered during social avoidance, and whether it could act as a target of low-intensity focused ultrasound stimulation (LIFUS) to rescue social deficits. The present study aimed to investigate the mechanisms of neuronal activities and inflammatory responses underlying the effect of LIFUS on social avoidance. We found that chronic LIFUS stimulation can effectively improve social avoidance in the defeated mice. Calcium imaging recordings by fiber photometry in the defeated mice showed inhibited ensemble activity during social behaviors. LIFUS instantaneously triggered the mPFC neuronal activities, and chronic LIFUS significantly enhanced their neuronal excitation related to social interactions. We further found that the excessive activation of microglial cells and the overexpression of the inflammation signaling, i.e. Toll-like receptors(TLR4)/nuclear factor-kappaB(NF-КB), in mPFC were significantly inhibited by LIFUS. These results suggest that the LIFUS may inhibit social avoidance behavior by reducing activation of the inflammatory response, increasing neuronal excitation, and protecting the integrity of the neuronal structure in the mPFC. Our findings raised the possibility of LIFUS being applied as novel neuromodulation for social avoidance treatment in neuropsychiatric diseases.
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Affiliation(s)
- Yimeng Wang
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China
| | - Yang Bai
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China
| | - Xi Xiao
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China.,Tianjin Key Laboratory of Brain Science and Neuroengineering, Tianjin 300072, China
| | - Ling Wang
- Tianjin Key Laboratory of Brain Science and Neuroengineering, Tianjin 300072, China.,School of Precision Instruments and Optoelectronics Engineering, Department of Biomedical Engineering, Tianjin University, #92 Weijin Road, Tianjin 300072, China
| | - Ganjiang Wei
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China
| | - Mingkun Guo
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China
| | - Xizi Song
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China.,Tianjin Key Laboratory of Brain Science and Neuroengineering, Tianjin 300072, China
| | - Yutao Tian
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China.,Tianjin Key Laboratory of Brain Science and Neuroengineering, Tianjin 300072, China
| | - Dong Ming
- Academy of Medical Engineering and Translational Medicine, Tianjin University, #92 Weijin Road, Tianjin 300072, China.,Tianjin Key Laboratory of Brain Science and Neuroengineering, Tianjin 300072, China.,School of Precision Instruments and Optoelectronics Engineering, Department of Biomedical Engineering, Tianjin University, #92 Weijin Road, Tianjin 300072, China
| | - Jiajia Yang
- Tianjin Key Laboratory of Brain Science and Neuroengineering, Tianjin 300072, China.,School of Precision Instruments and Optoelectronics Engineering, Department of Biomedical Engineering, Tianjin University, #92 Weijin Road, Tianjin 300072, China
| | - Chenguang Zheng
- Tianjin Key Laboratory of Brain Science and Neuroengineering, Tianjin 300072, China.,School of Precision Instruments and Optoelectronics Engineering, Department of Biomedical Engineering, Tianjin University, #92 Weijin Road, Tianjin 300072, China
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7
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Zhou WL, Kim K, Ali F, Pittenger ST, Calarco CA, Mineur YS, Ramakrishnan C, Deisseroth K, Kwan AC, Picciotto MR. Activity of a direct VTA to ventral pallidum GABA pathway encodes unconditioned reward value and sustains motivation for reward. SCIENCE ADVANCES 2022; 8:eabm5217. [PMID: 36260661 PMCID: PMC9581470 DOI: 10.1126/sciadv.abm5217] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 09/01/2022] [Indexed: 05/28/2023]
Abstract
Dopamine signaling from the ventral tegmental area (VTA) plays critical roles in reward-related behaviors, but less is known about the functions of neighboring VTA GABAergic neurons. We show here that a primary target of VTA GABA projection neurons is the ventral pallidum (VP). Activity of VTA-to-VP-projecting GABA neurons correlates consistently with size and palatability of the reward and does not change following cue learning, providing a direct measure of reward value. Chemogenetic stimulation of this GABA projection increased activity of a subset of VP neurons that were active while mice were seeking reward. Optogenetic stimulation of this pathway improved performance in a cue-reward task and maintained motivation to work for reward over days. This VTA GABA projection provides information about reward value directly to the VP, likely distinct from the prediction error signal carried by VTA dopamine neurons.
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Affiliation(s)
- Wen-Liang Zhou
- Department of Psychiatry, Yale University, 34 Park Street, New Haven, CT 06508, USA
| | - Kristen Kim
- Interdepartmental Neuroscience Program, Yale School of Medicine, New Haven, CT 06520, USA
| | - Farhan Ali
- Department of Psychiatry, Yale University, 34 Park Street, New Haven, CT 06508, USA
| | - Steven T. Pittenger
- Department of Psychiatry, Yale University, 34 Park Street, New Haven, CT 06508, USA
| | - Cali A. Calarco
- Interdepartmental Neuroscience Program, Yale School of Medicine, New Haven, CT 06520, USA
| | - Yann S. Mineur
- Department of Psychiatry, Yale University, 34 Park Street, New Haven, CT 06508, USA
| | - Charu Ramakrishnan
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Karl Deisseroth
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Alex C. Kwan
- Department of Psychiatry, Yale University, 34 Park Street, New Haven, CT 06508, USA
| | - Marina R. Picciotto
- Department of Psychiatry, Yale University, 34 Park Street, New Haven, CT 06508, USA
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
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8
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Pupil Correlates of Decision Variables in Mice Playing a Competitive Mixed-Strategy Game. eNeuro 2022; 9:ENEURO.0457-21.2022. [PMID: 35168951 PMCID: PMC8925722 DOI: 10.1523/eneuro.0457-21.2022] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/21/2021] [Accepted: 01/02/2022] [Indexed: 01/29/2023] Open
Abstract
In a competitive game involving an animal and an opponent, the outcome is contingent on the choices of both players. To succeed, the animal must continually adapt to competitive pressure, or else risk being exploited and lose out on rewards. In this study, we demonstrate that head-fixed male mice can be trained to play the iterative competitive game "matching pennies" against a virtual computer opponent. We find that the animals' performance is well described by a hybrid computational model that includes Q-learning and choice kernels. Comparing between matching pennies and a non-competitive two-armed bandit task, we show that the tasks encourage animals to operate at different regimes of reinforcement learning. To understand the involvement of neuromodulatory mechanisms, we measure fluctuations in pupil size and use multiple linear regression to relate the trial-by-trial transient pupil responses to decision-related variables. The analysis reveals that pupil responses are modulated by observable variables, including choice and outcome, as well as latent variables for value updating, but not action selection. Collectively, these results establish a paradigm for studying competitive decision-making in head-fixed mice and provide insights into the role of arousal-linked neuromodulation in the decision process.
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9
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Lemon C, Del Arco A. Intermittent social stress produces different short- and long-term effects on effort-based reward-seeking behavior. Behav Brain Res 2022; 417:113613. [PMID: 34600962 PMCID: PMC8670294 DOI: 10.1016/j.bbr.2021.113613] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 09/24/2021] [Accepted: 09/27/2021] [Indexed: 01/26/2023]
Abstract
Previous studies show that intermittent social defeat (ISD) stress increases self-administration of psychostimulants, which suggests that ISD promotes reward-seeking behavior and, ultimately, increases vulnerability to develop drug abuse. The present study investigates whether ISD alters cost/benefit evaluations to promote reward-seeking behavior and whether these alterations are time-dependent. Male rats performed two different tasks that assessed their motivation to seek and consume food rewards. An effort-discounting task in which rats chose between less and more effortful options (i.e., 1 lever-press versus 2, 5, 10 or 20 lever-presses) associated with low- and high-reward (i.e., 1 sugar pellet versus 3 sugar pellets), respectively; and a progressive ratio task in which rats had to increase their effort (more lever presses) to obtain a sugar pellet. ISD consisted of exposing animals to social defeat once every three days for ten days (4 stress episodes). Rats were tested 24-48 h after stress episodes, and 1 week and 6 weeks after the last stress episode. In the effort-discounting task, stressed animals showed a decrease in their preference for high rewards associated with more effort (i.e., 10 and 20 lever-presses). These effects were transient and not maintained one week after stress. In the progressive ratio task, stressed animals showed an increase in the number of lever presses to obtain rewards that emerged six weeks after the last stress episode. These results suggest different short- and long-term effects on the motivation for rewards after ISD and indicate temporal dynamic adaptations in the function of the brain reward system.
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Affiliation(s)
- Christopher Lemon
- HSERM, School of Applied Sciences, University of Mississippi, Oxford, MS
| | - Alberto Del Arco
- HSERM, School of Applied Sciences, University of Mississippi, Oxford, MS,Neurobiology and Anatomical Sciences, Medical School, University of Mississippi Medical Center, Jackson, MS,Department of Biomolecular Sciences, School of Pharmacy, University of Mississippi, Oxford, MS
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10
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A visuomotor microcircuit in frontal cortex. Nat Neurosci 2021; 24:1345-1347. [PMID: 34413511 DOI: 10.1038/s41593-021-00915-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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11
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Wang D, Li A, Dong K, Li H, Guo Y, Zhang X, Cai M, Li H, Zhao G, Yang Q. Lateral hypothalamus orexinergic inputs to lateral habenula modulate maladaptation after social defeat stress. Neurobiol Stress 2021; 14:100298. [PMID: 33569507 PMCID: PMC7859368 DOI: 10.1016/j.ynstr.2021.100298] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 01/11/2021] [Accepted: 01/18/2021] [Indexed: 01/15/2023] Open
Abstract
Social stress, a common stressor, causes multiple forms of physical and mental dysfunction. Prolonged exposure to social stress is associated with a higher risk of psychological disorders, including anxiety disorders and major depressive disorder (MDD). The orexinergic system is involved in the regulation of multiple motivated behaviors. The current study examined the regulatory effect of orexinergic projections from the lateral hypothalamic area (LHA) to the lateral habenula (LHb) in depression- and anxiety-like behaviors after chronic social defeat stress. When mice were defeated during social interaction, both orexinergic neurons in the LHA and glutamatergic neurons in the LHb were strongly activated, as indicated by the FosTRAP strategy. Infusion of orexin in the LHb significantly alleviated social avoidance and depression-like behaviors induced by chronic social defeat stress. Administration of an orexin receptor 2 antagonist in the LHb further aggravated the depressive phenotype. Photoactivation of orexinergic cell bodies in the LHA or terminals in the LHb relieved anxiety-like behaviors induced by chronic social defeat stress. Collectively, we identified the antidepressant and anxiolytic effects of the circuit from LHA orexinergic neurons to the LHb in response to chronic social stress, providing new evidence of the antidepressant properties of LHA orexin circuits.
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Affiliation(s)
- Dan Wang
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Ao Li
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Keyi Dong
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Huihui Li
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Yongxin Guo
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Xinxin Zhang
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Min Cai
- Department of Psychiatry, Xijing Hospital, Xi'an, Shaanxi, China
| | - Huiming Li
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Guangchao Zhao
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
| | - Qianzi Yang
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Xi'an, Shaanxi, China
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12
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Liao C, Kwan AC. Applying Reinforcement Learning to Rodent Stress Research. CHRONIC STRESS (THOUSAND OAKS, CALIF.) 2021; 5:2470547020984732. [PMID: 33598593 PMCID: PMC7863143 DOI: 10.1177/2470547020984732] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 12/10/2020] [Indexed: 11/16/2022]
Abstract
Rodent models are an invaluable tool for studying the pathophysiological mechanisms underlying stress and depressive disorders. However, the widely used behavioral assays to measure depressive-like states in rodents have serious limitations. In this commentary, we suggest that learning tasks, particularly those that can be analyzed with the framework of reinforcement learning, are ideal for assaying reward processing deficits relevant to depression. The key advantages of these tasks are their repeatable, quantifiable nature and the link to clinical studies. By optimizing the behavioral readout of stress-induced phenotypes in rodents, a reinforcement learning-based approach may help bridge the translational gap and advance antidepressant discovery.
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Affiliation(s)
- Clara Liao
- Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT, USA
| | - Alex C. Kwan
- Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA
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13
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Yang JH, Kwan AC. Secondary motor cortex: Broadcasting and biasing animal's decisions through long-range circuits. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2020; 158:443-470. [PMID: 33785155 PMCID: PMC8190828 DOI: 10.1016/bs.irn.2020.11.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Medial secondary motor cortex (MOs or M2) constitutes the dorsal aspect of the rodent medial frontal cortex. We previously proposed that the function of MOs is to link antecedent conditions, including sensory stimuli and prior choices, to impending actions. In this review, we focus on the long-range pathways between MOs and other cortical and subcortical regions. We highlight three circuits: (1) connections with visual and auditory cortices that are essential for predictive coding of perceptual inputs; (2) connections with motor cortex and brainstem that are responsible for top-down, context-dependent modulation of movements; (3) connections with retrosplenial cortex, orbitofrontal cortex, and basal ganglia that facilitate reward-based learning. Together, these long-range circuits allow MOs to broadcast choice signals for feedback and to bias decision-making processes.
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Affiliation(s)
- Jen-Hau Yang
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Alex C Kwan
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States; Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States.
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14
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Kietzman HW, Gourley SL. Cumulative Stress Burden on Motivated Action Revealed. Biol Psychiatry 2020; 88:514-516. [PMID: 32912424 PMCID: PMC7685200 DOI: 10.1016/j.biopsych.2020.07.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 07/13/2020] [Indexed: 12/15/2022]
Affiliation(s)
- Henry W Kietzman
- Medical Scientist Training Program, Emory University School of Medicine, Atlanta, Georgia; Departments of Pediatrics and Psychiatry, Emory University School of Medicine, Atlanta, Georgia; Graduate Training Program in Neuroscience, Emory University, Atlanta, Georgia; Center for Translational Social Neuroscience, Emory University, Atlanta, Georgia; Yerkes National Primate Research Center, Emory University, Atlanta, Georgia
| | - Shannon L Gourley
- Departments of Pediatrics and Psychiatry, Emory University School of Medicine, Atlanta, Georgia; Graduate Training Program in Neuroscience, Emory University, Atlanta, Georgia; Center for Translational Social Neuroscience, Emory University, Atlanta, Georgia; Yerkes National Primate Research Center, Emory University, Atlanta, Georgia.
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