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Malyshev AV, Pavshintcev VV, Mitkin NA, Sukhanova IA, Gedzun VR, Zlobin AS, Doronin II, Babkin GA, Sawyer TK. The novel peptide LCGM-10 attenuates metabotropic glutamate receptor 5 activity and demonstrates behavioral effects in animal models. Front Behav Neurosci 2024; 18:1333258. [PMID: 38385004 PMCID: PMC10879279 DOI: 10.3389/fnbeh.2024.1333258] [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] [Received: 11/04/2023] [Accepted: 01/24/2024] [Indexed: 02/23/2024] Open
Abstract
We employed a structural bioinformatics approach to develop novel peptides with predicted affinity to the binding site for negative allosteric modulators (NAMs) of metabotropic glutamate receptor 5 (mGluR5). Primary screening in zebrafish (Danio rerio) revealed a stimulatory effect of two peptides, LCGM-10 and LCGM-15. Target validation studies using calcium ion flux imaging and a luciferase reporter assay confirmed mGluR5 as the target. LCGM-10 showed greater potency than LCGM-15; it was comparable to that of the mGluR5 NAM 2-methyl-6-(phenylethynyl) pyridine (MPEP). Rodent behavioral screening in the open field and elevated plus maze revealed increased locomotor activity in both tests after acute LCGM-10 treatment, supported by further analysis of home cage spontaneous locomotor activity (SLA). The stimulating effect of a single LCGM-10 administration on SLA was evident up to 60 min after administration and was not accompanied by hypokinetic rebound observed for caffeine. According to our results, LCGM-10 has therapeutic potential to treat hypo- and dyskinesias of various etiologies. Further investigation of LCGM-10 effects in the delay discounting model of impulsive choice in rats revealed reduced trait impulsivity after single and chronic administrations, suggesting potential implication for attention deficit hyperactivity disorder, obsessive compulsive disorder, and addictions.
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Miyazaki Y, Kobayashi K, Murata T. Behavioral changes of food allergic model mice during light and dark period. J Pharmacol Sci 2023; 153:113-118. [PMID: 37770152 DOI: 10.1016/j.jphs.2023.08.005] [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: 04/06/2023] [Revised: 08/13/2023] [Accepted: 08/23/2023] [Indexed: 10/03/2023] Open
Abstract
Although an animal model of food allergy has been used to investigate its progression mechanism, most researcher could not assess its symptoms for long especially under dark environment. We assessed the behavioral changes of food allergic mice using an image analysis system to track a mouse under both light and dark environments. Mice were sensitized with intraperitoneal ovalbumin (OVA) injections and challenged ten times with oral OVA administration. The OVA challenges induced weight loss and diarrhea. We assessed their behavior and found that the OVA challenges decreased their total moving distance during the dark period. We also revealed that the OVA challenges increased the inactive time of mice during the dark period. Interestingly, these changes were not observed or very small during the light period. We next assessed the location of mice in the home-cage and found that the OVA challenges increased the time when mice stayed at corners and decreased the time at the center during the dark period. These observations suggest mental abnormality of mice. Indeed, the OVA challenges increased the immobility time of mice in the tail suspension test. Thus, food allergic mice exhibited reduced activity and might exhibit psychological symptoms during dark period.
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Affiliation(s)
- Yusuke Miyazaki
- Department of Animal Radiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Koji Kobayashi
- Department of Food and Animal Systemics, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Takahisa Murata
- Department of Animal Radiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan; Department of Food and Animal Systemics, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan; Department of Veterinary Pharmacology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan.
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3
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Kulbe JR, Le AA, Mante M, Florio J, Laird AE, Swinton MK, Rissman RA, Fields JA. GP120 and tenofovir alafenamide alter cannabinoid receptor 1 expression in hippocampus of mice. J Neurovirol 2023; 29:564-576. [PMID: 37801175 PMCID: PMC10645617 DOI: 10.1007/s13365-023-01155-x] [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: 03/06/2023] [Revised: 06/05/2023] [Accepted: 06/21/2023] [Indexed: 10/07/2023]
Abstract
Central nervous system (CNS) dysfunction remains prevalent in people with HIV (PWH) despite effective antiretroviral therapy (ART). There is evidence that low-level HIV infection and ART drugs may contribute to CNS damage in the brain of PWH with suppressed viral loads. As cannabis is used at a higher rate in PWH compared to the general population, there is interest in understanding how HIV proteins and ART drugs interact with the endocannabinoid system (ECS) and inflammation in the CNS. Therefore, we investigated the effects of the HIV envelope protein gp120 and tenofovir alafenamide (TAF) on cannabinoid receptor 1 (CB1R), glial fibrillary acidic protein (GFAP), and IBA1 in the brain and on locomotor activity in mice. The gp120 transgenic (tg) mouse model was administered TAF daily for 30 days and then analyzed using the open field test before being euthanized, and their brains were analyzed for CB1R, GFAP, and IBA1 expression using immunohistochemical approaches. CB1R expression levels were significantly increased in CA1, CA2/3, and dentate gyrus of gp120tg mice compared to wt littermates; TAF reversed these effects. As expected, TAF showed a medium effect of enhancing GFAP in the frontal cortex of gp120tg mice in the frontal cortex. TAF had minimal effect on IBA1 signal. TAF showed medium to large effects on fine movements, rearing, total activity, total distance, and lateral activity in the open-field test. These findings suggest that TAF may reverse gp120-induced effects on CB1R expression and, unlike tenofovir disoproxil fumarate (TDF), may not affect gliosis in the brain.
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Affiliation(s)
| | - Alexandra Anh Le
- University of California, San Diego Department of Psychiatry, San Diego, CA, USA
| | - Michael Mante
- University of California, San Diego Department of Neurosciences, San Diego, CA, USA
| | - Jazmin Florio
- University of California, San Diego Department of Neurosciences, San Diego, CA, USA
| | - Anna Elizabeth Laird
- University of California, San Diego Department of Psychiatry, San Diego, CA, USA
| | - Mary K Swinton
- University of California, San Diego Department of Psychiatry, San Diego, CA, USA
| | - Robert A Rissman
- University of California, San Diego Department of Neurosciences, San Diego, CA, USA
- Department of Physiology and Neuroscience, Keck School of Medicine of USC, Alzheimer's Therapeutic Research Institute, San Diego, CA, USA
| | - Jerel Adam Fields
- University of California, San Diego Department of Psychiatry, San Diego, CA, USA.
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Bhaskaran S, Kumar G, Thadathil N, Piekarz KM, Mohammed S, Lopez SD, Qaisar R, Walton D, Brown JL, Murphy A, Smith N, Saunders D, Beckstead MJ, Plafker S, Lewis TL, Towner R, Deepa SS, Richardson A, Axtell RC, Van Remmen H. Neuronal deletion of MnSOD in mice leads to demyelination, inflammation and progressive paralysis that mimics phenotypes associated with progressive multiple sclerosis. Redox Biol 2023; 59:102550. [PMID: 36470129 PMCID: PMC9720104 DOI: 10.1016/j.redox.2022.102550] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/17/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022] Open
Abstract
Neuronal oxidative stress has been implicated in aging and neurodegenerative disease. Here we investigated the impact of elevated oxidative stress induced in mouse spinal cord by deletion of Mn-Superoxide dismutase (MnSOD) using a neuron specific Cre recombinase in Sod2 floxed mice (i-mn-Sod2 KO). Sod2 deletion in spinal cord neurons was associated with mitochondrial alterations and peroxide generation. Phenotypically, i-mn-Sod2 KO mice experienced hindlimb paralysis and clasping behavior associated with extensive demyelination and reduced nerve conduction velocity, axonal degeneration, enhanced blood brain barrier permeability, elevated inflammatory cytokines, microglia activation, infiltration of neutrophils and necroptosis in spinal cord. In contrast, spinal cord motor neuron number, innervation of neuromuscular junctions, muscle mass, and contractile function were not altered. Overall, our findings show that loss of MnSOD in spinal cord promotes a phenotype of demyelination, inflammation and progressive paralysis that mimics phenotypes associated with progressive multiple sclerosis.
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Affiliation(s)
- Shylesh Bhaskaran
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA
| | - Gaurav Kumar
- Arthritis & Clinical Immunology, Oklahoma Medical Research Foundation, OK, USA
| | - Nidheesh Thadathil
- Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, OK, USA
| | - Katarzyna M Piekarz
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA
| | - Sabira Mohammed
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | | | - Rizwan Qaisar
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA
| | - Dorothy Walton
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA
| | - Jacob L Brown
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA; Oklahoma City VA Medical Center, Oklahoma City, OK, USA
| | - Ashley Murphy
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA
| | - Nataliya Smith
- Advanced Magnetic Resonance Center, Oklahoma Medical Research Foundation, OK, USA
| | - Debra Saunders
- Advanced Magnetic Resonance Center, Oklahoma Medical Research Foundation, OK, USA
| | - Michael J Beckstead
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA; Oklahoma City VA Medical Center, Oklahoma City, OK, USA
| | - Scott Plafker
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA
| | - Tommy L Lewis
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA
| | - Rheal Towner
- Advanced Magnetic Resonance Center, Oklahoma Medical Research Foundation, OK, USA
| | - Sathyaseelan S Deepa
- Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, OK, USA; Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Arlan Richardson
- Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, OK, USA; Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Oklahoma City VA Medical Center, Oklahoma City, OK, USA
| | - Robert C Axtell
- Arthritis & Clinical Immunology, Oklahoma Medical Research Foundation, OK, USA.
| | - Holly Van Remmen
- Aging & Metabolism Research Program, Oklahoma Medical Research Foundation, OK, USA; Oklahoma City VA Medical Center, Oklahoma City, OK, USA.
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Ozawa T, Kaseda K, Ichitani Y, Yamada K. Caffeine facilitates extinction of auditory fear conditioning in rats. Neuropsychopharmacol Rep 2022; 42:521-525. [PMID: 35960195 PMCID: PMC9773722 DOI: 10.1002/npr2.12287] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 07/22/2022] [Accepted: 07/25/2022] [Indexed: 01/03/2023] Open
Abstract
Caffeine is the most widely consumed psychostimulant drug which could affect learning and memory acting through central adenosine receptors. Although caffeine has been suggested to impair the acquisition and the expression of auditory fear conditioning, its effect on the extinction has not been elucidated. To address this issue, in the present study, we investigated whether caffeine affects the extinction of conditioned fear in an auditory fear conditioning paradigm. During conditioning, rats received pairings of auditory cues (conditioned stimulus, CS) and foot shocks (unconditioned stimulus). On the next day, the rats were intraperitoneally administrated saline or caffeine (5 or 10 mg/kg) and then subjected to the extinction training, in which CSs were repeatedly presented without the foot shocks. Twenty-four hours later, the rats were re-exposed to the presentations of CSs (retrieval test). We found an acute caffeine administration dose-dependently decreased freezing rates during the presentations of CS in the extinction training. Furthermore, caffeine-treated animals showed lower conditioned freezing responses in the retrieval test. These findings suggest that caffeine facilitates the extinction of conditioned fear.
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Affiliation(s)
- Takaaki Ozawa
- Institute of Psychology and Behavioral NeuroscienceUniversity of TsukubaIbarakiJapan,Laboratory for Advanced Brain Functions, Institute for Protein ResearchOsaka UniversityOsakaJapan
| | - Kodai Kaseda
- Institute of Psychology and Behavioral NeuroscienceUniversity of TsukubaIbarakiJapan,Laboratory for Glia‐Neuron Circuit DynamicsRIKEN Center for Brain ScienceSaitamaJapan,Department of Life Science and Medical Bio‐ScienceWaseda UniversityTokyoJapan
| | - Yukio Ichitani
- Institute of Psychology and Behavioral NeuroscienceUniversity of TsukubaIbarakiJapan,Faculty of Applied PsychologyTokyo Seitoku UniversityTokyoJapan
| | - Kazuo Yamada
- Institute of Psychology and Behavioral NeuroscienceUniversity of TsukubaIbarakiJapan
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Kwon V, Cai P, Dixon CT, Hamlin V, Spencer CG, Rojas AM, Hamilton M, Shiau CE. Peripheral NOD-like receptor deficient inflammatory macrophages trigger neutrophil infiltration into the brain disrupting daytime locomotion. Commun Biol 2022; 5:464. [PMID: 35577844 PMCID: PMC9110401 DOI: 10.1038/s42003-022-03410-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 04/25/2022] [Indexed: 11/09/2022] Open
Abstract
Inflammation is known to disrupt normal behavior, yet the underlying neuroimmune interactions remain elusive. Here, we investigated whether inappropriate macrophage-evoked inflammation alters CNS control of daily-life animal locomotion using a set of zebrafish mutants selected for specific macrophage dysfunction and microglia deficiency. Large-scale genetic and computational analyses revealed that NOD-like receptor nlrc3l mutants are capable of normal motility and visuomotor response, but preferentially swim less in the daytime, suggesting possible low motivation rather than physical impairment. Examining their brain activities and structures implicates impaired dopaminergic descending circuits, where neutrophils abnormally infiltrate. Furthermore, neutrophil depletion recovered daytime locomotion. Restoring wild-type macrophages reversed behavioral and neutrophil aberrations, while three other microglia-lacking mutants failed to phenocopy nlrc3l mutants. Overall, we reveal how peripheral inflammatory macrophages with elevated pro-inflammatory cues (including il1β, tnfα, cxcl8a) in the absence of microglia co-opt neutrophils to infiltrate the brain, thereby potentially enabling local circuitry modulation affecting daytime locomotion.
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Affiliation(s)
- Victoria Kwon
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Peiwen Cai
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Cameron T Dixon
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Victoria Hamlin
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Caroline G Spencer
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alison M Rojas
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Matthew Hamilton
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Celia E Shiau
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. .,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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7
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An assessment of the spontaneous locomotor activity of BALB/c mice. J Pharmacol Sci 2022; 149:46-52. [DOI: 10.1016/j.jphs.2022.03.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 02/21/2022] [Accepted: 03/15/2022] [Indexed: 11/18/2022] Open
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Sakamoto N, Kobayashi K, Yamamoto T, Masuko S, Yamamoto M, Murata T. Automated Grooming Detection of Mouse by Three-Dimensional Convolutional Neural Network. Front Behav Neurosci 2022; 16:797860. [PMID: 35185488 PMCID: PMC8847608 DOI: 10.3389/fnbeh.2022.797860] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/03/2022] [Indexed: 11/13/2022] Open
Abstract
Grooming is a common behavior for animals to care for their fur, maintain hygiene, and regulate body temperature. Since various factors, including stressors and genetic mutations, affect grooming quantitatively and qualitatively, the assessment of grooming is important to understand the status of experimental animals. However, current grooming detection methods are time-consuming, laborious, and require specialized equipment. In addition, they generally cannot discriminate grooming microstructures such as face washing and body licking. In this study, we aimed to develop an automated grooming detection method that can distinguish facial grooming from body grooming by image analysis using artificial intelligence. Mouse behavior was recorded using a standard hand camera. We carefully observed videos and labeled each time point as facial grooming, body grooming, and not grooming. We constructed a three-dimensional convolutional neural network (3D-CNN) and trained it using the labeled images. Since the output of the trained 3D-CNN included unlikely short grooming bouts and interruptions, we set posterior filters to remove them. The performance of the trained 3D-CNN and filters was evaluated using a first-look dataset that was not used for training. The sensitivity of facial and body grooming detection reached 81.3% and 91.9%, respectively. The positive predictive rates of facial and body grooming detection were 83.5% and 88.5%, respectively. The number of grooming bouts predicted by our method was highly correlated with human observations (face: r = 0.93, body: r = 0.98). These results highlight that our method has sufficient ability to distinguish facial grooming and body grooming in mice.
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Affiliation(s)
- Naoaki Sakamoto
- Department of Animal Radiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Koji Kobayashi
- Department of Animal Radiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Teruko Yamamoto
- Department of Animal Radiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Sakura Masuko
- Department of Animal Radiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Masahito Yamamoto
- Autonomous Systems Engineering Laboratory, Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan
| | - Takahisa Murata
- Department of Animal Radiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
- *Correspondence: Takahisa Murata,
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Automated detection of mouse scratching behaviour using convolutional recurrent neural network. Sci Rep 2021; 11:658. [PMID: 33436724 PMCID: PMC7803777 DOI: 10.1038/s41598-020-79965-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 12/07/2020] [Indexed: 02/03/2023] Open
Abstract
Scratching is one of the most important behaviours in experimental animals because it can reflect itching and/or psychological stress. Here, we aimed to establish a novel method to detect scratching using deep neural network. Scratching was elicited by injecting a chemical pruritogen lysophosphatidic acid to the back of a mouse, and behaviour was recorded using a standard handy camera. Images showing differences between two consecutive frames in each video were generated, and each frame was manually labelled as showing scratching behaviour or not. Next, a convolutional recurrent neural network (CRNN), composed of sequential convolution, recurrent, and fully connected blocks, was constructed. The CRNN was trained using the manually labelled images and then evaluated for accuracy using a first-look dataset. Sensitivity and positive predictive rates reached 81.6% and 87.9%, respectively. The predicted number and durations of scratching events correlated with those of the human observation. The trained CRNN could also successfully detect scratching in the hapten-induced atopic dermatitis mouse model (sensitivity, 94.8%; positive predictive rate, 82.1%). In conclusion, we established a novel scratching detection method using CRNN and showed that it can be used to study disease models.
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