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Nie YM, Udayan A, DiLiberto E, Feingold R, Chadman KK. Call category classification of the isolation-induced ultrasonic vocalizations emitted by BTBR T +Itpr3 tf/J mouse pups exposed to different perinatal diets. Brain Res 2025:149690. [PMID: 40379075 DOI: 10.1016/j.brainres.2025.149690] [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: 08/30/2024] [Revised: 04/16/2025] [Accepted: 05/06/2025] [Indexed: 05/19/2025]
Abstract
Autism spectrum disorder (ASD) is characterized by deficits in social communication and repetitive behaviors/restricted interests that may be diagnosed as early as 2 years of age. This suggests that the pathology underlying the disorder is present during early development, including gestation. This early developmental period is affected by maternal nutrition. The effects of a perinatal high fat diet on neonatal ultrasonic vocalizations (USVs) were examined in the BTBR mouse model of ASD, and C57BL/6J mice. Three diets with varied levels of fats and carbohydrates were given to dams beginning 2 weeks prior to mating through weaning. Isolation-induced USVs were recorded from the offspring at P4, P6, and P8. The spectrograms were sorted into call categories using neural networks trained with DeepSqueak. The number, duration, frequency, and power for each call category were evaluated for effects of maternal diet, age, and strain. The BTBR pups made significantly more calls than the B6 pups, regardless of diet, age, sex, or call type. The high fat diet (HFD) affected the BTBR mice more than the B6 mice, significantly increasing both the weight of the pups and the overall number of calls. Maternal diet had only small effects on the call category usage. This analysis provides information about the duration, principle frequency, and power of the different call categories employed by the BTBR and B6 pups.
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Affiliation(s)
- Yan Mei Nie
- Department of Developmental Neurobiology, New York State Institute for Basic Research in Developmental Disabilities, 1050 Forest Hill Rd, Staten Island, NY 10314, USA; Center for Developmental Neuroscience, College of Staten Island, City University of New York, Staten Island, NY 10314, USA; Gordon F. Derner School of Psychology, Adelphi University, Hy Weinberg Center, 220, Garden City, NY 11530, USA
| | - Aishwarya Udayan
- Department of Developmental Neurobiology, New York State Institute for Basic Research in Developmental Disabilities, 1050 Forest Hill Rd, Staten Island, NY 10314, USA; Macaulay Honors College, College of Staten Island, City University of New York, Staten Island, NY 10314, USA
| | - Elizabeth DiLiberto
- Department of Developmental Neurobiology, New York State Institute for Basic Research in Developmental Disabilities, 1050 Forest Hill Rd, Staten Island, NY 10314, USA; Macaulay Honors College, College of Staten Island, City University of New York, Staten Island, NY 10314, USA
| | - Robert Feingold
- Department of Developmental Neurobiology, New York State Institute for Basic Research in Developmental Disabilities, 1050 Forest Hill Rd, Staten Island, NY 10314, USA; Center for Developmental Neuroscience, College of Staten Island, City University of New York, Staten Island, NY 10314, USA
| | - Kathryn K Chadman
- Department of Developmental Neurobiology, New York State Institute for Basic Research in Developmental Disabilities, 1050 Forest Hill Rd, Staten Island, NY 10314, USA.
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Wang T, Homberg JR, Boreggio L, Samina MCF, Castro RCR, Kolk SM, Alenina N, Bader M, Dai J, Wöhr M. Socio-affective communication in Tph2-deficient rat pups: communal nesting aggravates growth retardation despite ameliorating maternal affiliation deficits. Mol Autism 2024; 15:50. [PMID: 39614401 PMCID: PMC11606121 DOI: 10.1186/s13229-024-00629-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: 07/10/2024] [Accepted: 10/30/2024] [Indexed: 12/01/2024] Open
Abstract
BACKGROUND A lack of serotonin (also known as 5-hydroxytryptamine, 5-HT) in the brain due to deficiency of the rate-limiting enzyme in 5-HT synthesis, tryptophan hydroxylase 2 (TPH2), was recently reported to result in impaired maternal affiliation across species, including mice, rats, and monkeys. In rodents, this was reflected in a lack of preference for maternal odors and reduced levels of isolation-induced ultrasonic vocalizations (USV), possibly contributing to a severe growth retardation phenotype. METHODS Here, we tested whether growth retardation, maternal affiliation deficits, and/or impairments in socio-affective communication caused by Tph2 deficiency can be rescued through early social enrichment in rats. To this aim, we compared male and female Tph2-/- knockout and Tph2+/- heterozygous rat pups to Tph2+/+ wildtype littermate controls, with litters being randomly assigned to standard nesting (SN; one mother with her litter) or communal nesting (CN; two mothers with their two litters). RESULTS Our results show that Tph2 deficiency causes severe growth retardation, together with moderate impairments in somatosensory reflexes and thermoregulatory capabilities, partially aggravated by CN. Tph2 deficiency further led to deficits in socio-affective communication, as evidenced by reduced emission of isolation-induced USV, associated with changes in acoustic features, clustering of subtypes, and temporal organization. Although CN did not rescue the impairments in socio-affective communication, CN ameliorated the maternal affiliation deficit caused by Tph2 deficiency in the homing test. To close the communicative loop between mother and pup, we assessed maternal preference and showed that mothers display a preference for Tph2+/+ controls over Tph2-/- pups, particularly under CN conditions. This is consistent with the aggravated growth phenotype in Tph2-/- pups exposed to the more competitive CN environment. CONCLUSION Together, this indicates that CN aggravates growth retardation despite ameliorating maternal affiliation deficits in Tph2-deficient rat pups, possibly due to reduced and acoustically altered isolation-induced USV, hindering efficient socio-affective communication between mother and pup.
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Affiliation(s)
- Tianhua Wang
- Faculty of Psychology, Experimental and Biological Psychology, Philipps-Universität Marburg, Behavioral Neuroscience, 35032, Marburg, Germany
- Philipps-Universität Marburg, Center for Mind, Brain, and Behavior (CMBB), 35032, Marburg, Germany
| | - Judith R Homberg
- Department of Cognitive Neuroscience, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behaviour, 6525 EN, Nijmegen, The Netherlands
| | - Laura Boreggio
- Molecular Biology of Peptide Hormones, Max-Delbrück-Centrum Für Molekulare Medizin (MDC), 13125, Berlin, Germany
| | - Marta C F Samina
- Radboud University, Donders Institute for Brain, Cognition, and Behaviour, 6525 AJ, Nijmegen, The Netherlands
| | - Rogério C R Castro
- Department of Cognitive Neuroscience, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behaviour, 6525 EN, Nijmegen, The Netherlands
| | - Sharon M Kolk
- Radboud University, Donders Institute for Brain, Cognition, and Behaviour, 6525 AJ, Nijmegen, The Netherlands
| | - Natalia Alenina
- Molecular Biology of Peptide Hormones, Max-Delbrück-Centrum Für Molekulare Medizin (MDC), 13125, Berlin, Germany
- German Center for Cardiovascular Research (DZHK), partner site Berlin, 10785, Berlin, Germany
| | - Michael Bader
- Molecular Biology of Peptide Hormones, Max-Delbrück-Centrum Für Molekulare Medizin (MDC), 13125, Berlin, Germany
- German Center for Cardiovascular Research (DZHK), partner site Berlin, 10785, Berlin, Germany
- Charité University Medicine Berlin, 10117, Berlin, Germany
- Institute for Biology, University of Lübeck, 23562, Lübeck, Germany
| | - Jinye Dai
- Department of Pharmacological Sciences and Department of Neuroscience, Mount Sinai, Icahn School of Medicine, Friedman Brain Institute, New York, 10029, USA
| | - Markus Wöhr
- Faculty of Psychology, Experimental and Biological Psychology, Philipps-Universität Marburg, Behavioral Neuroscience, 35032, Marburg, Germany.
- Philipps-Universität Marburg, Center for Mind, Brain, and Behavior (CMBB), 35032, Marburg, Germany.
- Faculty of Psychology and Educational Sciences, Research Unit Brain and Cognition, Laboratory of Biological Psychology, Social and Affective Neuroscience Research Group, KU Leuven, Tiensestraat 102 - Bus 3714, 3000, Louvain, Belgium.
- KU Leuven, Leuven Brain Institute, 3000, Louvain, Belgium.
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Möhrle D, Murari K, Rho JM, Cheng N. Vocal communication in asocial BTBR mice is more malleable by a ketogenic diet in juveniles than adults. Neuroscience 2024; 561:43-64. [PMID: 39413868 DOI: 10.1016/j.neuroscience.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: 04/10/2024] [Revised: 08/28/2024] [Accepted: 10/01/2024] [Indexed: 10/18/2024]
Abstract
Deficits in social communication and language development are a hallmark of autism spectrum disorder currently with no effective approaches to reduce the negative impact. Interventional studies using animal models have been very limited in demonstrating improved vocal communication. Autism has been proposed to involve metabolic dysregulation. Ketogenic diet (KD) is a metabolism-based therapy for medically intractable epilepsy, and its applications in other neurological conditions have been increasingly tested. However, how KD would affect vocal communication has not been explored. The BTBR mouse strain is widely used to model asocial phenotypes. They display robust and pronounced deficits in vocalization during social interaction, and have metabolic changes implicated in autism. We investigated the effects of KD on ultrasonic vocalizations (USVs) in juvenile and adult BTBR mice during male-female social encounters. After a brief treatment with KD, the number, spectral bandwidth, and much of the temporal structure of USVs were robustly closer to control levels in both juvenile and adult BTBR mice. Composition of call categories and transitioning between individual call subtypes were more effectively altered to more closely align with the control group in juvenile BTBR mice. Together, our data provide further support to the hypothesis that metabolism-based dietary intervention could modify disease expression, including core symptoms, in autism. Future studies should tease apart the molecular mechanisms of KD's effects on vocalization.
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Affiliation(s)
- Dorit Möhrle
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada.
| | - Kartikeya Murari
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada; Department of Electrical and Software Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada.
| | - Jong M Rho
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
| | - Ning Cheng
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada.
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Miranda R, Ceschi L, Le Verger D, Nagapin F, Edeline JM, Chaussenot R, Vaillend C. Social and emotional alterations in mice lacking the short dystrophin-gene product, Dp71. BEHAVIORAL AND BRAIN FUNCTIONS : BBF 2024; 20:21. [PMID: 39182120 PMCID: PMC11344925 DOI: 10.1186/s12993-024-00246-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 08/05/2024] [Indexed: 08/27/2024]
Abstract
BACKGROUND The Duchenne and Becker muscular dystrophies (DMD, BMD) are neuromuscular disorders commonly associated with diverse cognitive and behavioral comorbidities. Genotype-phenotype studies suggest that severity and risk of central defects in DMD patients increase with cumulative loss of different dystrophins produced in CNS from independent promoters of the DMD gene. Mutations affecting all dystrophins are nevertheless rare and therefore the clinical evidence on the contribution of the shortest Dp71 isoform to cognitive and behavioral dysfunctions is limited. In this study, we evaluated social, emotional and locomotor functions, and fear-related learning in the Dp71-null mouse model specifically lacking this short dystrophin. RESULTS We demonstrate the presence of abnormal social behavior and ultrasonic vocalization in Dp71-null mice, accompanied by slight changes in exploratory activity and anxiety-related behaviors, in the absence of myopathy and alterations of learning and memory of aversive cue-outcome associations. CONCLUSIONS These results support the hypothesis that distal DMD gene mutations affecting Dp71 may contribute to the emergence of social and emotional problems that may relate to the autistic traits and executive dysfunctions reported in DMD. The present alterations in Dp71-null mice may possibly add to the subtle social behavior problems previously associated with the loss of the Dp427 dystrophin, in line with the current hypothesis that risk and severity of behavioral problems in patients increase with cumulative loss of several brain dystrophin isoforms.
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Affiliation(s)
- Rubén Miranda
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91400, Saclay, France.
- Department of Psychobiology and Methodology in Behavioral Sciences, Universidad Complutense de Madrid, Ciudad Universitaria, 28040, Madrid, Spain.
| | - Léa Ceschi
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91400, Saclay, France
| | - Delphine Le Verger
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91400, Saclay, France
| | - Flora Nagapin
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91400, Saclay, France
| | - Jean-Marc Edeline
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91400, Saclay, France
| | - Rémi Chaussenot
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91400, Saclay, France
| | - Cyrille Vaillend
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91400, Saclay, France.
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Hagena H, Manahan-Vaughan D. Interplay of hippocampal long-term potentiation and long-term depression in enabling memory representations. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230229. [PMID: 38853558 PMCID: PMC11343234 DOI: 10.1098/rstb.2023.0229] [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: 01/08/2024] [Revised: 04/22/2024] [Accepted: 05/07/2024] [Indexed: 06/11/2024] Open
Abstract
Hippocampal long-term potentiation (LTP) and long-term depression (LTD) are Hebbian forms of synaptic plasticity that are widely believed to comprise the physiological correlates of associative learning. They comprise a persistent, input-specific increase or decrease, respectively, in synaptic efficacy that, in rodents, can be followed for days and weeks in vivo. Persistent (>24 h) LTP and LTD exhibit distinct frequency-dependencies and molecular profiles in the hippocampal subfields. Moreover, causal and genetic studies in behaving rodents indicate that both LTP and LTD fulfil specific and complementary roles in the acquisition and retention of spatial memory. LTP is likely to be responsible for the generation of a record of spatial experience, which may serve as an associative schema that can be re-used to expedite or facilitate subsequent learning. In contrast, LTD may enable modification and dynamic updating of this representation, such that detailed spatial content information is included and the schema is rendered unique and distinguishable from other similar representations. Together, LTP and LTD engage in a dynamic interplay that supports the generation of complex associative memories that are resistant to generalization. This article is part of a discussion meeting issue 'Long-term potentiation: 50 years on'.
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Affiliation(s)
- Hardy Hagena
- Medical Faculty, Department of Neurophysiology, Ruhr University Bochum, Bochum44780, Germany
| | - Denise Manahan-Vaughan
- Medical Faculty, Department of Neurophysiology, Ruhr University Bochum, Bochum44780, Germany
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Xu QW, Larosa A, Wong TP. Roles of AMPA receptors in social behaviors. Front Synaptic Neurosci 2024; 16:1405510. [PMID: 39056071 PMCID: PMC11269240 DOI: 10.3389/fnsyn.2024.1405510] [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: 03/23/2024] [Accepted: 06/24/2024] [Indexed: 07/28/2024] Open
Abstract
As a crucial player in excitatory synaptic transmission, AMPA receptors (AMPARs) contribute to the formation, regulation, and expression of social behaviors. AMPAR modifications have been associated with naturalistic social behaviors, such as aggression, sociability, and social memory, but are also noted in brain diseases featuring impaired social behavior. Understanding the role of AMPARs in social behaviors is timely to reveal therapeutic targets for treating social impairment in disorders, such as autism spectrum disorder and schizophrenia. In this review, we will discuss the contribution of the molecular composition, function, and plasticity of AMPARs to social behaviors. The impact of targeting AMPARs in treating brain disorders will also be discussed.
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Affiliation(s)
- Qi Wei Xu
- Douglas Hospital Research Centre, Montreal, QC, Canada
| | - Amanda Larosa
- Douglas Hospital Research Centre, Montreal, QC, Canada
| | - Tak Pan Wong
- Douglas Hospital Research Centre, Montreal, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
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7
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Liu TT, Pascal LE, Bauer SR, Miles HN, Panksepp JB, Lloyd GL, Li L, DeFranco DB, Ricke WA. Age-Dependent Effects of Voluntary Wheel Running Exercise on Voiding Behavior and Potential Age-Related Molecular Mechanisms in Mice. J Gerontol A Biol Sci Med Sci 2024; 79:glae007. [PMID: 38198648 PMCID: PMC11079951 DOI: 10.1093/gerona/glae007] [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: 04/13/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Older men frequently develop lower urinary tract symptoms attributed to benign prostatic hyperplasia (LUTS/BPH). Risk factors for LUTS/BPH include sedentary lifestyle, anxiety/depression, obesity, and frailty, which all increase with age. Although physical exercise may reduce the progression and/or severity of LUTS/BPH, the age-related mechanisms responsible remain unknown. METHODS Voiding symptoms, body mass, and frailty were assessed after 4-weeks of voluntary wheel running in 2-month (n = 10) and 24-month (n = 8) old C57Bl/6J male mice. In addition, various social and individual behaviors were examined in these cohorts. Finally, cellular and molecular markers of inflammation and mitochondrial protein expression were assessed in prostate tissue and systemically. RESULTS Despite running less (aged vs young X¯ = 12.3 vs 30.6 km/week; p = .04), aged mice had reduced voiding symptoms (X¯ = 67.3 vs 23.7; p < .0001) after 1 week of exercise, which was sustained through week 4 (X¯ = 67.3 vs 21.5; p < .0001). Exercise did not affect voiding symptoms in young mice. Exercise also increased mobility and decreased anxiety in both young and aged mice (p < .05). Exercise decreased expression of a key mitochondrial protein (PINK1; p < .05) and inflammation within the prostate (CD68; p < .05 and plasminogen activator inhibitor-1; p < .05) and in the serum (p < .05). However, a frailty index (X¯ = 0.17 vs 0.15; p = .46) and grip strength (X¯ = 1.10 vs 1.19; p = .24) were unchanged after 4 weeks of exercise in aged mice. CONCLUSIONS Voluntary aerobic exercise improves voiding behavior and mobility, and decreases prostatic mitochondrial protein expression and inflammation in aged mice. This promising model could be used to evaluate molecular mechanisms of aerobic exercise as a novel lifestyle intervention for older men with LUTS/BPH.
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Affiliation(s)
- Teresa T Liu
- Department of Urology, George M. O’Brien Center of Research Excellence, University of Wisconsin – Madison, Madison, Wisconsin, USA
| | - Laura E Pascal
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Scott R Bauer
- Department of Medicine, Urology, Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
- San Francisco VA Medical Center, San Francisco, California, USA
| | - Hannah N Miles
- Department of Urology, George M. O’Brien Center of Research Excellence, University of Wisconsin – Madison, Madison, Wisconsin, USA
- School of Pharmacy, University of Wisconsin – Madison, Madison, Wisconsin, USA
| | - Jules B Panksepp
- Waisman Center, University of Wisconsin – Madison, Madison, Wisconsin, USA
| | - Granville L Lloyd
- Division of Urology, Department of Surgery, Rocky Mountain Regional VA Medical Center, University of Colorado Anschutz School of Medicine, Aurora, Colorado, USA
| | - Lingjun Li
- School of Pharmacy, University of Wisconsin – Madison, Madison, Wisconsin, USA
- Department of Chemistry, University of Wisconsin – Madison, Madison, Wisconsin, USA
| | - Donald B DeFranco
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - William A Ricke
- Department of Urology, George M. O’Brien Center of Research Excellence, University of Wisconsin – Madison, Madison, Wisconsin, USA
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Simmons T, Hish G, Martin TL, Lester PA. Pharmacokinetic Evaluation of a Topical Extended-release Analgesic in Mice. JOURNAL OF THE AMERICAN ASSOCIATION FOR LABORATORY ANIMAL SCIENCE : JAALAS 2024; 63:581-586. [PMID: 38796302 PMCID: PMC11467868 DOI: 10.30802/aalas-jaalas-23-000117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/26/2024] [Accepted: 03/26/2024] [Indexed: 05/28/2024]
Abstract
Mice often undergo painful procedures and surgeries as part of biomedical research protocols. Buprenorphine, a partial μ-opioid receptor agonist and κ receptor antagonist, is commonly used to alleviate the pain associated with such procedures. Due to its pharmacokinetic profile, buprenorphine requires frequent dosing, resulting in handling stress that can impact animal welfare and study data. A long-acting transdermal buprenorphine formulation (LA-bup) was recently approved for use in cats to provide up to 4 d of postoperative analgesia. In this study, we characterized the pharmacokinetics of a single topical dosing of LA-bup in male and female CD-1 mice administered a 0.36-mg or 18-μL topical dose at select time points. Plasma buprenorphine concentrations were evaluated at 0.25, 0.5, 1, 1.5, 2, 4, 8, 24, 48, and 72 h (n = 3 mice/time point) and remained above the purported therapeutic threshold (1 ng/mL) from 1 to 24 h postadministration. Repeated daily dosing at 24 and 48 h demonstrated plasma levels above 1 ng/mL for up to 72 h with minimal accumulation or changes in maximal concentrations over time. Inadvertent transfer of the topical drug to nondosed mice in the same cage was evaluated by measuring plasma buprenorphine concentrations in nondosed mice cohoused with a single-dosed mouse. Male mice did not demonstrate transfer of drug via grooming or interactions, yet 2 out of 26 nondosed female mice had detectable buprenorphine plasma levels indicating a relatively low incidence of cross-ingestion in cohoused female mice. This study demonstrates that LA-bup is a promising analgesic in mice that could be used for tailored analgesia strategies, depending on the surgical model or duration of analgesic therapy.
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Affiliation(s)
- Taylor Simmons
- Refinement and Enrichment Advancements Laboratory (REAL), Unit for Laboratory Animal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Gerry Hish
- Refinement and Enrichment Advancements Laboratory (REAL), Unit for Laboratory Animal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Tara L Martin
- Refinement and Enrichment Advancements Laboratory (REAL), Unit for Laboratory Animal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Patrick A Lester
- Refinement and Enrichment Advancements Laboratory (REAL), Unit for Laboratory Animal Medicine, University of Michigan, Ann Arbor, Michigan
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Pantoja-Urbán AH, Richer S, Mittermaier A, Giroux M, Nouel D, Hernandez G, Flores C. Gains and Losses: Resilience to Social Defeat Stress in Adolescent Female Mice. Biol Psychiatry 2024; 95:37-47. [PMID: 37355003 PMCID: PMC10996362 DOI: 10.1016/j.biopsych.2023.06.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 05/29/2023] [Accepted: 06/12/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND Adolescence is a unique period of psychosocial growth during which social adversity can negatively influence mental health trajectories. Understanding how adolescent social stress impacts males and females and why some individuals are particularly affected is becoming increasingly urgent. Social defeat stress models for adolescent male mice have been effective in reproducing some physical/psychological aspects of bullying. Designing a model suitable for females has proven challenging. METHODS We report a version of the adolescent male accelerated social defeat stress (AcSD) paradigm adapted for females. Early adolescent C57BL/6J female mice (N = 107) were exposed to our modified AcSD procedure twice a day for 4 days and categorized as resilient or susceptible based on a social interaction test 24 hours later. Mice were then assessed for changes in Netrin-1/DCC guidance cue expression in dopamine systems, for inhibitory control in adulthood using the Go/No-Go task, or for alterations in dopamine connectivity organization in the matured prefrontal cortex. RESULTS Most adolescent females showed protection against stress-induced social avoidance, but in adulthood, these resilient females developed inhibitory control deficits and showed diminution of prefrontal cortex presynaptic dopamine sites. Female mice classified as susceptible were protected against cognitive and dopaminergic alterations. AcSD did not alter Netrin-1/DCC in early adolescent females, contrary to previous findings with males. CONCLUSIONS Preserving prosocial behavior in adolescent females may be important for survival advantage but seems to come at the price of developing persistent cognitive and dopamine deficiencies. The female AcSD paradigm produced findings comparable to those found in males, allowing mechanistic investigation in both sexes.
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Affiliation(s)
- Andrea Harée Pantoja-Urbán
- Integrated Program in Neuroscience, McGill University, Montreal, Québec, Canada; Douglas Mental Health University Institute, Montreal, Québec, Canada
| | - Samuel Richer
- Integrated Program in Neuroscience, McGill University, Montreal, Québec, Canada; Douglas Mental Health University Institute, Montreal, Québec, Canada
| | | | - Michel Giroux
- Douglas Mental Health University Institute, Montreal, Québec, Canada
| | - Dominique Nouel
- Douglas Mental Health University Institute, Montreal, Québec, Canada
| | | | - Cecilia Flores
- Douglas Mental Health University Institute, Montreal, Québec, Canada; Department of Psychiatry and Department of Neurology and Neurosurgery, McGill University, Montreal, Québec, Canada.
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Gal A, Raykin E, Giladi S, Lederman D, Kofman O, Golan HM. Temporal dynamics of isolation calls emitted by pups in environmental and genetic mouse models of autism spectrum disorder. Front Neurosci 2023; 17:1274039. [PMID: 37942134 PMCID: PMC10629105 DOI: 10.3389/fnins.2023.1274039] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/06/2023] [Indexed: 11/10/2023] Open
Abstract
Introduction Environmental and genetic factors contribute to the increased risk for neurodevelopmental disorders, including deficits in the development of social communication. In the mouse, ultrasonic vocalizations emitted by the pup stimulate maternal retrieval and potentiate maternal care. Therefore, isolation induced ultrasonic vocalization emitted by pups provides a means to evaluate deficits in communication during early development, before other ways of communication are apparent. Previous studies in our labs showed that gestational exposure to the pesticide chlorpyrifos (CPF) and the Methylenetetrahydrofolate (Mthfr)-knock-out mice are associated with impaired social preference, restricted or repetitive behavior and altered spectral properties of pups' ultrasonic vocalization. In this study, we explore the temporal dynamics of pups' vocalization in these Autism spectrum disorder (ASD) models. Methods We utilized the maternal potentiation protocol and analyzed the time course of pup vocalizations following isolation from the nest. Two models of ASD were studied: gestational exposure to the pesticide CPF and the Mthfr-knock-out mice. Results Vocalization emitted by pups of both ASD models were dynamically modified in quantity and spectral structure within each session and between the two isolation sessions. The first isolation session was characterized by a buildup of call quantity and significant effects of USV spectral structure variables, and the second isolation session was characterized by enhanced calls and vocalization time, but minute effect on USV properties. Moreover, in both models we described an increased usage of harmonic calls with time during the isolation sessions. Discussion Communication between two or more individuals requires an interplay between the two sides and depends on the response and the time since the stimulus. As such, the presence of dynamic changes in vocalization structure in the control pups, and the alteration observed in the pups of the ASD models, suggest impaired regulation of vocalization associated with the environmental and genetic factors. Last, we propose that temporal dynamics of ultrasonic vocalization communication should be considered in future analysis in rodent models of ASD to maximize the sensitivity of the study of vocalizations.
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Affiliation(s)
- Ayelet Gal
- Department of Physiology and Cell Biology, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Eynav Raykin
- Psychology Department, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Shaked Giladi
- Department of Physiology and Cell Biology, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Dror Lederman
- Faculty of Engineering, Holon Institute of Technology Holon, Holon, Israel
| | - Ora Kofman
- Psychology Department, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Hava M. Golan
- Department of Physiology and Cell Biology, Ben-Gurion University of the Negev, Beer Sheva, Israel
- National Center for Autism Research, Ben-Gurion University of the Negev, Beer Sheva, Israel
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11
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Bhatia S, Bodenstein D, Cheng AP, Wells PG. Altered Epigenetic Marks and Gene Expression in Fetal Brain, and Postnatal Behavioural Disorders, Following Prenatal Exposure of Ogg1 Knockout Mice to Saline or Ethanol. Cells 2023; 12:2308. [PMID: 37759530 PMCID: PMC10527575 DOI: 10.3390/cells12182308] [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: 06/30/2023] [Revised: 09/12/2023] [Accepted: 09/13/2023] [Indexed: 09/29/2023] Open
Abstract
Oxoguanine glycosylase 1 (OGG1) is widely known to repair the reactive oxygen species (ROS)-initiated DNA lesion 8-oxoguanine (8-oxoG), and more recently was shown to act as an epigenetic modifier. We have previously shown that saline-exposed Ogg1 -/- knockout progeny exhibited learning and memory deficits, which were enhanced by in utero exposure to a single low dose of ethanol (EtOH) in both Ogg1 +/+ and -/- progeny, but more so in Ogg1 -/- progeny. Herein, OGG1-deficient progeny exposed in utero to a single low dose of EtOH or its saline vehicle exhibited OGG1- and/or EtOH-dependent alterations in global histone methylation and acetylation, DNA methylation and gene expression (Tet1 (Tet Methylcytosine Dioxygenase 1), Nlgn3 (Neuroligin 3), Hdac2 (Histone Deacetylase 2), Reln (Reelin) and Esr1 (Estrogen Receptor 1)) in fetal brains, and behavioural changes in open field activity, social interaction and ultrasonic vocalization, but not prepulse inhibition. OGG1- and EtOH-dependent changes in Esr1 and Esr2 mRNA and protein levels were sex-dependent, as was the association of Esr1 gene expression with gene activation mark histone H3 lysine 4 trimethylation (H3K4me3) and gene repression mark histone H3 lysine 27 trimethylation (H3K27me3) measured via ChIP-qPCR. The OGG1-dependent changes in global epigenetic marks and gene/protein expression in fetal brains, and postnatal behavioural changes, observed in both saline- and EtOH-exposed progeny, suggest the involvement of epigenetic mechanisms in developmental disorders mediated by 8-oxoG and/or OGG1. Epigenetic effects of OGG1 may be involved in ESR1-mediated gene regulation, which may be altered by physiological and EtOH-enhanced levels of ROS formation, possibly contributing to sex-dependent developmental disorders observed in Ogg1 knockout mice. The OGG1- and EtOH-dependent associations provide a basis for more comprehensive mechanistic studies to determine the causal involvement of oxidative DNA damage and epigenetic changes in ROS-mediated neurodevelopmental disorders.
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Affiliation(s)
- Shama Bhatia
- Department of Pharmaceutical Sciences, Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (S.B.); (A.P.C.)
- Centre for Pharmaceutical Oncology, Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
| | - David Bodenstein
- Department of Pharmacology & Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada;
| | - Ashley P. Cheng
- Department of Pharmaceutical Sciences, Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (S.B.); (A.P.C.)
- Centre for Pharmaceutical Oncology, Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
| | - Peter G. Wells
- Department of Pharmaceutical Sciences, Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (S.B.); (A.P.C.)
- Centre for Pharmaceutical Oncology, Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
- Department of Pharmacology & Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada;
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12
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Powell SB, Swerdlow NR. The Relevance of Animal Models of Social Isolation and Social Motivation for Understanding Schizophrenia: Review and Future Directions. Schizophr Bull 2023; 49:1112-1126. [PMID: 37527471 PMCID: PMC10483472 DOI: 10.1093/schbul/sbad098] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
BACKGROUND AND HYPOTHESES Social dysfunction in schizophrenia includes symptoms of withdrawal and deficits in social skills, social cognition, and social motivation. Based on the course of illness, with social withdrawal occurring prior to psychosis onset, it is likely that the severity of social withdrawal/isolation contributes to schizophrenia neuropathology. STUDY DESIGN We review the current literature on social isolation in rodent models and provide a conceptual framework for its relationship to social withdrawal and neural circuit dysfunction in schizophrenia. We next review preclinical tasks of social behavior used in schizophrenia-relevant models and discuss strengths and limitations of existing approaches. Lastly, we consider new effort-based tasks of social motivation and their potential for translational studies in schizophrenia. STUDY RESULTS Social isolation rearing in rats produces profound differences in behavior, pharmacologic sensitivity, and neurochemistry compared to socially reared rats. Rodent models relevant to schizophrenia exhibit deficits in social behavior as measured by social interaction and social preference tests. Newer tasks of effort-based social motivation are being developed in rodents to better model social motivation deficits in neuropsychiatric disorders. CONCLUSIONS While experimenter-imposed social isolation provides a viable experimental model for understanding some biological mechanisms linking social dysfunction to clinical and neural pathology in schizophrenia, it bypasses critical antecedents to social isolation in schizophrenia, notably deficits in social reward and social motivation. Recent efforts at modeling social motivation using effort-based tasks in rodents have the potential to quantify these antecedents, identify models (eg, developmental, genetic) that produce deficits, and advance pharmacological treatments for social motivation.
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Affiliation(s)
- Susan B Powell
- Research Service, VA San Diego Healthcare System, La Jolla, CA, USA
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs VISN22 Mental Illness Research, Education and Clinical Center, La Jolla, CA, USA
| | - Neal R Swerdlow
- Research Service, VA San Diego Healthcare System, La Jolla, CA, USA
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs VISN22 Mental Illness Research, Education and Clinical Center, La Jolla, CA, USA
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13
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Panksepp JB, Lahvis GP. Sociability versus empathy in adolescent mice: Different or distinctive? LEARNING AND MOTIVATION 2023; 83:101892. [PMID: 37614811 PMCID: PMC10443922 DOI: 10.1016/j.lmot.2023.101892] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
Abstract
In recent years, a growing number of pre-clinical studies have made use of the social abilities of mice, asking how gene variants (e.g., null, transgenic or mutant alleles) give rise to abnormalities in neurodevelopment. Two distinct courses of research provide the foundation for these studies. One course has mostly focused on how we can assess "sociability" using metrics, often automated, to quantitate mouse approach and withdrawal responses to a variety of social stimuli. The other course has focused on psychobiological constructs that underlie the socio-emotional capacities of mice, including motivation, reward and empathy. Critically, we know little about how measures of mouse sociability align with their underlying socio-emotional capacities. In the present work, we compared the expression of sociability in adolescent mice from several strains versus a precisely defined behavioral model of empathy that makes use of a vicarious fear learning paradigm. Despite substantial strain-dependent variation within each behavioral domain, we found little evidence of a relationship between these social phenotypes (i.e., the rank order of strain differences was unique for each test). By contrast, emission of ultrasonic vocalizations was highly associated with sociability, suggesting that these two measures reflect the same underlying construct. Taken together, our results indicate that sociability and vicarious fear learning are not manifestations of a single, overarching social trait. These findings thus underscore the necessity for a robust and diverse set of measures when using laboratory mice to model the social dimensions of neuropsychiatric disorders.
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Affiliation(s)
- Jules B. Panksepp
- University of Wisconsin, Waisman Center, 1500 Highland Ave. Madison, WI, 53705, USA
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14
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Pavlov D, Gorlova A, Haque A, Cavalcante C, Svirin E, Burova A, Grigorieva E, Sheveleva E, Malin D, Efimochkina S, Proshin A, Umriukhin A, Morozov S, Strekalova T. Maternal Chronic Ultrasound Stress Provokes Immune Activation and Behavioral Deficits in the Offspring: A Mouse Model of Neurodevelopmental Pathology. Int J Mol Sci 2023; 24:11712. [PMID: 37511470 PMCID: PMC10380915 DOI: 10.3390/ijms241411712] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/09/2023] [Accepted: 07/16/2023] [Indexed: 07/30/2023] Open
Abstract
Neurodevelopmental disorders stemming from maternal immune activation can significantly affect a child's life. A major limitation in pre-clinical studies is the scarcity of valid animal models that accurately mimic these challenges. Among the available models, administration of lipopolysaccharide (LPS) to pregnant females is a widely used paradigm. Previous studies have reported that a model of 'emotional stress', involving chronic exposure of rodents to ultrasonic frequencies, induces neuroinflammation, aberrant neuroplasticity, and behavioral deficits. In this study, we explored whether this model is a suitable paradigm for maternal stress and promotes neurodevelopmental abnormalities in the offspring of stressed females. Pregnant dams were exposed to ultrasound stress for 21 days. A separate group was injected with LPS on embryonic days E11.5 and E12.5 to mimic prenatal infection. The behavior of the dams and their female offspring was assessed using the sucrose test, open field test, and elevated plus maze. Additionally, the three-chamber sociability test and Barnes maze were used in the offspring groups. ELISA and qPCR were used to examine pro-inflammatory changes in the blood and hippocampus of adult females. Ultrasound-exposed adult females developed a depressive-like syndrome, hippocampal overexpression of GSK-3β, IL-1β, and IL-6 and increased serum concentrations of IL-1β, IL-6, IL-17, RANTES, and TNFα. The female offspring also displayed depressive-like behavior, as well as cognitive deficits. These abnormalities were comparable to the behavioral changes induced by LPS. The ultrasound stress model can be a promising animal paradigm of neurodevelopmental pathology associated with prenatal 'emotional stress'.
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Affiliation(s)
- Dmitrii Pavlov
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 1N4, Canada
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
| | - Anna Gorlova
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
| | - Abrar Haque
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Carlos Cavalcante
- Department of Human Health and Science, MacEwan University, Edmonton, AB T5J 4S2, Canada
| | - Evgeniy Svirin
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
| | - Alisa Burova
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
| | - Elizaveta Grigorieva
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
| | - Elizaveta Sheveleva
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
| | - Dmitry Malin
- Laboratory of Psychiatric Neurobiology, Department of Normal Physiology, Institute of Molecular Medicine, Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Sofia Efimochkina
- Laboratory of Psychiatric Neurobiology, Department of Normal Physiology, Institute of Molecular Medicine, Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Andrey Proshin
- P.K. Anokhin Research Institute of Normal Physiology, 125315 Moscow, Russia
| | - Aleksei Umriukhin
- Laboratory of Psychiatric Neurobiology, Department of Normal Physiology, Institute of Molecular Medicine, Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Sergey Morozov
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
| | - Tatyana Strekalova
- Laboratory of Cognitive Dysfunctions, Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences, 125315 Moscow, Russia
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15
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Baggi D, Premoli M, Gnutti A, Bonini SA, Leonardi R, Memo M, Migliorati P. Extended performance analysis of deep-learning algorithms for mice vocalization segmentation. Sci Rep 2023; 13:11238. [PMID: 37433808 DOI: 10.1038/s41598-023-38186-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 07/04/2023] [Indexed: 07/13/2023] Open
Abstract
Ultrasonic vocalizations (USVs) analysis represents a fundamental tool to study animal communication. It can be used to perform a behavioral investigation of mice for ethological studies and in the field of neuroscience and neuropharmacology. The USVs are usually recorded with a microphone sensitive to ultrasound frequencies and then processed by specific software, which help the operator to identify and characterize different families of calls. Recently, many automated systems have been proposed for automatically performing both the detection and the classification of the USVs. Of course, the USV segmentation represents the crucial step for the general framework, since the quality of the call processing strictly depends on how accurately the call itself has been previously detected. In this paper, we investigate the performance of three supervised deep learning methods for automated USV segmentation: an Auto-Encoder Neural Network (AE), a U-NET Neural Network (UNET) and a Recurrent Neural Network (RNN). The proposed models receive as input the spectrogram associated with the recorded audio track and return as output the regions in which the USV calls have been detected. To evaluate the performance of the models, we have built a dataset by recording several audio tracks and manually segmenting the corresponding USV spectrograms generated with the Avisoft software, producing in this way the ground-truth (GT) used for training. All three proposed architectures demonstrated precision and recall scores exceeding [Formula: see text], with UNET and AE achieving values above [Formula: see text], surpassing other state-of-the-art methods that were considered for comparison in this study. Additionally, the evaluation was extended to an external dataset, where UNET once again exhibited the highest performance. We suggest that our experimental results may represent a valuable benchmark for future works.
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Affiliation(s)
- Daniele Baggi
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Marika Premoli
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Alessandro Gnutti
- Department of Information Engineering, University of Brescia, Brescia, Italy.
| | - Sara Anna Bonini
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Riccardo Leonardi
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Maurizio Memo
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
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16
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Ketlyn Lazzarim M, Luiza Paiva Krepel G, Zolet D, Fantin Sardi N, José Polato Gomes H, Jacson Martynhak B. Social buffering reduces fear expression in Wistar rats when tested in pairs, but not when retested alone. Neurobiol Learn Mem 2023:107798. [PMID: 37422207 DOI: 10.1016/j.nlm.2023.107798] [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: 02/04/2023] [Revised: 06/30/2023] [Accepted: 07/06/2023] [Indexed: 07/10/2023]
Abstract
Social buffering is a phenomenon in which the stress response of an individual can be reduced by the presence of another individual. However, little is known about the effect of social buffering on aversive after memory extinction, especially when animals are tested alone afterwards. The aim of this study was to verify the social buffering effect in rats during the extinction session of the contextual fear conditioning model and the fear response when animals are tested alone in the following day. Animals were divided into subjects and associates, with the subjects undergoing the fear conditioning protocol and the associates paired with the subjects during the fear extinction session. Across five different experiments, we tested moderate and high intensity contextual fear conditioning protocols, as well four variations of pairs: (i) two conditioned subjects, (ii) a conditioned subject and a non-conditioned associate, (iii) a conditioned subject and an associate who observed the conditioning of the partner and (iv) two conditioned subjects, with one treated with diazepam. The social buffering effect was found efficient to reduce the fear memory expression during the fear extinction session. In the moderate intensity protocol, the reduction in freezing time occurred only in subjects accompanied by non-conditioned associates and observer associates. In the high intensity protocol, the social buffering effect occurred in subjects accompanied by either conditioned or non-conditioned associates, although the effect was more evident in the presence of non-conditioned subjects. Treatment of the conditioned associates with diazepam did not improve the social buffering effect. Moreover, social buffering effects were not correlated with self-grooming or prosocial behaviors, which indicates that the presence of another animal might decrease freezing by promotion of exploratory activity. Finally, the social buffering effect was not observed in the extinction test, either because the extinction was too effective in the moderate intensity protocol or because the extinction was equally ineffective in the high intensity protocol. Our results suggest that social buffering does not improve fear extinction consolidation.
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Affiliation(s)
| | | | - Daniela Zolet
- Pontifícia Universidade Católica do Paraná, Curitiba, Parana, Brazil
| | - Natalia Fantin Sardi
- Department of Physiology, Federal University of Parana, Curitiba, Parana, Brazil
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17
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Murari K, Abushaibah A, Rho JM, Turner RW, Cheng N. A clinically relevant selective ERK-pathway inhibitor reverses core deficits in a mouse model of autism. EBioMedicine 2023; 91:104565. [PMID: 37088035 PMCID: PMC10149189 DOI: 10.1016/j.ebiom.2023.104565] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 03/07/2023] [Accepted: 03/29/2023] [Indexed: 04/25/2023] Open
Abstract
BACKGROUND Extracellular signal-regulated kinase (ERK/MAPK) pathway in the brain is hypothesized to be a critical convergent node in the development of autism spectrum disorder. We reasoned that selectively targeting this pathway could reverse core autism-like phenotype in animal models. METHODS Here we tested a clinically relevant, selective inhibitor of ERK pathway, PD325901 (Mirdametinib), in a mouse model of idiopathic autism, the BTBR mice. FINDINGS We report that treating juvenile mice with PD325901 reduced ERK pathway activation, dose and duration-dependently reduced core disease-modeling deficits in sociability, vocalization and repetitive behavior, and reversed abnormal EEG signals. Further analysis revealed that subchronic treatment did not affect weight gain, locomotion, or neuronal density in the brain. Parallel treatment in the C57BL/6J mice did not alter their phenotype. INTERPRETATION Our data indicate that selectively inhibiting ERK pathway using PD325901 is beneficial in the BTBR model, thus further support the notion that ERK pathway is critically involved in the pathophysiology of autism. These results suggest that a similar approach could be applied to animal models of syndromic autism with dysregulated ERK signaling, to further test selectively targeting ERK pathway as a new approach for treating autism. FUNDING This has beenwork was supported by Alberta Children's Hospital Research Foundation (JMR & NC), University of Calgary Faculty of Veterinary Medicine (NC), Kids Brain Health Network (NC), and Natural Sciences and Engineering Research Council of Canada (NC).
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Affiliation(s)
- Kartikeya Murari
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada; Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Canada; Department of Electrical and Software Engineering, Schulich School of Engineering, University of Calgary, Canada
| | - Abdulrahman Abushaibah
- Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Canada; Bachelor of Health Sciences, Cumming School of Medicine, University of Calgary, Canada
| | - Jong M Rho
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Canada
| | - Ray W Turner
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Canada; Department of Cell Biology & Anatomy, Cumming School of Medicine, University of Calgary, Canada
| | - Ning Cheng
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Canada; Department of Comparative Biology and Experimental Medicine, Faculty of Veterinary Medicine, University of Calgary, Canada.
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18
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Ramsey LA, Holloman FM, Lee SS, Venniro M. An operant social self-administration and choice model in mice. Nat Protoc 2023:10.1038/s41596-023-00813-y. [PMID: 36964403 DOI: 10.1038/s41596-023-00813-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 01/12/2023] [Indexed: 03/26/2023]
Abstract
Little is known about how social factors contribute to neurobiology or neuropsychiatric disorders. The use of mice allows one to probe the neurobiological bases of social interaction, offering the genetic diversity and versatility to identify cell types and neural circuits of social behavior. However, mice typically show lower social motivation compared with rats, leading to the question of whether mice should be used to model complex social behaviors displayed by humans. Studies on mouse social behavior often rely on measures such as time spent in contact with a social partner or preference for a social-paired context, but fail to assess volitional (subject-controlled) rewarding social interaction. Here, we describe a volitional social self-administration and choice model that is an extension of our previous work on rats. Using mice, we systematically compared female adolescent and adult C57BL/6 mice and outbred CD1 mice, showing that operant social self-administration, social seeking during periods of isolation and choice of social interaction over palatable food is significantly stronger in female CD1 mice than in female C57BL/6J mice, independently of age. We describe the requirements for building the social self-administration and choice apparatus and we provide guidance for studying the role of operant social reward in mice. We also discuss its use to study brain mechanisms of operant social reward, potentially extending its application to mouse models of neuropsychiatric disorders. The training commonly requires ~4 weeks for stable social self-administration and 3-4 additional weeks for tests, including social seeking and choice.
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Affiliation(s)
- Leslie A Ramsey
- Behavioral Neuroscience Branch Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, USA.
| | - Fernanda M Holloman
- Behavioral Neuroscience Branch Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, USA
| | - Samantha S Lee
- Behavioral Neuroscience Branch Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, USA
| | - Marco Venniro
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, USA.
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19
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Tebelmann H, Gansloßer U. Social Reward Behaviour in Two Groups of European Grey Wolves ( Canis lupus lupus)-A Case Study. Animals (Basel) 2023; 13:ani13050872. [PMID: 36899729 PMCID: PMC10000159 DOI: 10.3390/ani13050872] [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: 01/14/2023] [Revised: 02/21/2023] [Accepted: 02/23/2023] [Indexed: 03/06/2023] Open
Abstract
Prosociality occurs in many species and is likely to be a crucial factor for the survival of group-living animals. Social feedback is an important mechanism for the coordination of group decisions. Since group-living animals with specific personality axes, i.e., boldness, are known to provide certain benefits for their group, bold actions might receive more prosocial feedback than other actions. Our case study aims to determine whether bold behaviour, i.e., novel object interaction (Nobj), might be answered more frequently with prosocial behaviours. We investigated the differences in the frequency of occurrence in prosocial behaviours after three different individual actions in two groups of grey wolves. We aim to outline the development of a social reward behavioural category as part of social feedback mechanisms. We used Markov chain models for probability analyses, and a non-parametric ANOVA to test for differences between the influences of individual behaviours on the probability of a prosocial behaviour chain. We additionally tested for the potential influences of age, sex and personality on the frequency of Nobj. Our results suggest that bold interactions are more often responded to with prosocial behaviour. Bold behaviour might be more often socially rewarded because of its benefits for group-living animals. More research is needed to investigate whether bold behaviour is more frequently responded to prosocially, and to investigate the social reward phenomenon.
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20
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Chen Y, Xiang Z, Su Q, Qin J, Liu Q. Vocal signals with different social or non-social contexts in two wild rodent species (Mus caroli and Rattus losea). Anim Cogn 2023; 26:963-972. [PMID: 36683113 DOI: 10.1007/s10071-023-01745-6] [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: 09/28/2022] [Revised: 01/06/2023] [Accepted: 01/16/2023] [Indexed: 01/24/2023]
Abstract
The ultrasonic vocalizations (USVs) of rodents play a substantial role in the communication and interaction between individuals; exhibit a high degree of complexity; and are influenced by a multitude of developmental, environmental, and phylogenetic factors. The functions of USVs are mainly studied in laboratory mice or rats. However, the behavioral relevance of USVs in wild rodents is poorly studied. In this work, we systematically investigated the vocal repertoire of the wild mouse Mus caroli and wild rat Rattus losea in multiple social or non-social contexts, e.g., pup-isolation, juvenile-play, paired opposite-sex encounter, female-female interaction, social-exploring, or foot-shock treatment. Unlike the laboratory mice, M. caroli, whose USVs were recorded during pup-isolation and courtship behaviors, did not produce any vocal sounds during juvenile-play and female-female interactions. R. losea, similar to laboratory rats, emitted USVs in all test situations. We found higher peak frequencies of USVs in both these two wild rodent species than in laboratory animals. Moreover, the parameters and structures of USVs varied significantly across different social or non-social contexts even within each species, confirming the context-sensitivity and complexity of vocal signals in rodents. We also noted a striking difference in call types between these two species: no downward type occurred in M. caroli, but no upward type occurred in R. losea, thereby highlighting the interspecific difference of vocal signals among rodents. Thus, the present study presents behavioral foundations of the vocalization context in wild mice and wild rats, and contributes to revealing the behavioral significance of widely used USVs in rodents.
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Affiliation(s)
- Yi Chen
- College of Forestry, Central South University of Forestry and Technology, Changsha, China.,Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou, China
| | - Zuofu Xiang
- College of Forestry, Central South University of Forestry and Technology, Changsha, China
| | - Qianqian Su
- College of Forestry, Central South University of Forestry and Technology, Changsha, China.,Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou, China
| | - Jiao Qin
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou, China
| | - Quansheng Liu
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou, China.
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21
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Giannoccaro S, Ferraguto C, Petroni V, Marcelly C, Nogues X, Campuzano V, Pietropaolo S. Early Neurobehavioral Characterization of the CD Mouse Model of Williams-Beuren Syndrome. Cells 2023; 12:cells12030391. [PMID: 36766733 PMCID: PMC9913557 DOI: 10.3390/cells12030391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/13/2023] [Accepted: 01/17/2023] [Indexed: 01/24/2023] Open
Abstract
Williams-Beuren syndrome (WBS) is a neurodevelopmental disorder caused by a chromosomic microdeletion (7q11.23). WBS has been modeled by a mouse line having a complete deletion (CD) of the equivalent mouse locus. This model has been largely used to investigate the etiopathological mechanisms of WBS, although pharmacological therapies have not been identified yet. Surprisingly, CD mice were so far mainly tested in adulthood, despite the developmental nature of WBS and the critical relevance of early timing for potential treatments. Here we provide for the first time a phenotypic characterization of CD mice of both sexes during infancy and adolescence, i.e., between birth and 7 weeks of age. CD pups of both sexes showed reduced body growth, delayed sensory development, and altered patterns of ultrasonic vocalizations and exploratory behaviors. Adolescent CD mice showed reduced locomotion and acoustic startle response, and altered social interaction and communication, the latter being more pronounced in female mice. Juvenile CD mutants of both sexes also displayed reduced brain weight, cortical and hippocampal dendritic length, and spine density. Our findings highlight the critical relevance of early neurobehavioral alterations as biomarkers of WBS pathology, underlying the importance of adolescence for identifying novel therapeutic targets for this neurological disorder.
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Affiliation(s)
| | - Celeste Ferraguto
- Univ. Bordeaux, CNRS, EPHE, INCIA, UMR 5287, F-33000 Bordeaux, France
| | - Valeria Petroni
- Univ. Bordeaux, CNRS, EPHE, INCIA, UMR 5287, F-33000 Bordeaux, France
| | - Coline Marcelly
- Univ. Bordeaux, CNRS, EPHE, INCIA, UMR 5287, F-33000 Bordeaux, France
| | | | - Victoria Campuzano
- Departament de Biomedicina, Universitat de Barcelona, 08007 Barcelona, Spain
| | - Susanna Pietropaolo
- Univ. Bordeaux, CNRS, EPHE, INCIA, UMR 5287, F-33000 Bordeaux, France
- Correspondence:
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22
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CHIBA S, NUMAKAWA T, MURATA T, KAWAMINAMI M, HIMI T. Enhanced social reward response and anxiety-like behavior with downregulation of nucleus accumbens glucocorticoid receptor in BALB/c mice. J Vet Med Sci 2023; 85:30-39. [PMID: 36403974 PMCID: PMC9887208 DOI: 10.1292/jvms.22-0103] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 11/06/2022] [Indexed: 11/19/2022] Open
Abstract
Social anhedonia is a psychological state with difficulty in experiencing pleasure from social interactions and is observed in various diseases, such as depressive disorders. Although the relationships between social reward responses and anxiety- and depression-like behaviors have remained unclear, a social reward conditioned place preference (SCPP) test can be used to analyze the rewarding nature of social interactions. To elucidate these relationships, we used 5-week-old male mice of AKR, BALB/c, and C57BL/6J strains and conducted behavioral tests in the following order: elevated plus-maze test (EPM), open field test (OFT), SCPP, saccharin preference test (SPT), and passive avoidance test. The nucleus accumbens of these mice were collected 24 hr after these behavioral tests and were used for western blotting to determine the levels of receptors for brain-derived neurotrophic factors and glucocorticoids. BALB/c mice displayed the highest levels of anxiety-like behavior in EPM and OFT as well as physical anhedonia-like behaviors in SPT. They also showed increased responses to social rewards and huddling behaviors in SCPP, with downregulated glucocorticoid receptor (GR). Regression analysis results revealed positive influences of anxiety- and physical anhedonia-like behaviors and expressions of GR on social reward responses. Collectively, temperament associated with anxiety and physical anhedonia may affect social reward responses, which possibly is influenced by the expression of GR that can modify these psychological traits.
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Affiliation(s)
- Shuichi CHIBA
- Faculty of Veterinary Medicine, Okayama University of Science, Ehime, Japan
| | - Tadahiro NUMAKAWA
- Department of Mental Disorder Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Takuya MURATA
- Faculty of Veterinary Medicine, Okayama University of Science, Ehime, Japan
| | | | - Toshiyuki HIMI
- Faculty of Pharmacy and Research Institute of Pharmaceutical Science, Musashino University, Tokyo, Japan
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Jabarin R, Netser S, Wagner S. Beyond the three-chamber test: toward a multimodal and objective assessment of social behavior in rodents. Mol Autism 2022; 13:41. [PMID: 36284353 PMCID: PMC9598038 DOI: 10.1186/s13229-022-00521-6] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 10/06/2022] [Indexed: 12/31/2022] Open
Abstract
MAIN: In recent years, substantial advances in social neuroscience have been realized, including the generation of numerous rodent models of autism spectrum disorder. Still, it can be argued that those methods currently being used to analyze animal social behavior create a bottleneck that significantly slows down progress in this field. Indeed, the bulk of research still relies on a small number of simple behavioral paradigms, the results of which are assessed without considering behavioral dynamics. Moreover, only few variables are examined in each paradigm, thus overlooking a significant portion of the complexity that characterizes social interaction between two conspecifics, subsequently hindering our understanding of the neural mechanisms governing different aspects of social behavior. We further demonstrate these constraints by discussing the most commonly used paradigm for assessing rodent social behavior, the three-chamber test. We also point to the fact that although emotions greatly influence human social behavior, we lack reliable means for assessing the emotional state of animals during social tasks. As such, we also discuss current evidence supporting the existence of pro-social emotions and emotional cognition in animal models. We further suggest that adequate social behavior analysis requires a novel multimodal approach that employs automated and simultaneous measurements of multiple behavioral and physiological variables at high temporal resolution in socially interacting animals. We accordingly describe several computerized systems and computational tools for acquiring and analyzing such measurements. Finally, we address several behavioral and physiological variables that can be used to assess socio-emotional states in animal models and thus elucidate intricacies of social behavior so as to attain deeper insight into the brain mechanisms that mediate such behaviors. CONCLUSIONS: In summary, we suggest that combining automated multimodal measurements with machine-learning algorithms will help define socio-emotional states and determine their dynamics during various types of social tasks, thus enabling a more thorough understanding of the complexity of social behavior.
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Affiliation(s)
- Renad Jabarin
- Sagol Department of Neurobiology, Faculty of Natural Sciences, University of Haifa, Haifa, Israel.
| | - Shai Netser
- Sagol Department of Neurobiology, Faculty of Natural Sciences, University of Haifa, Haifa, Israel
| | - Shlomo Wagner
- Sagol Department of Neurobiology, Faculty of Natural Sciences, University of Haifa, Haifa, Israel
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24
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Bove M, Schiavone S, Tucci P, Sikora V, Dimonte S, Colia AL, Morgese MG, Trabace L. Ketamine administration in early postnatal life as a tool for mimicking Autism Spectrum Disorders core symptoms. Prog Neuropsychopharmacol Biol Psychiatry 2022; 117:110560. [PMID: 35460811 DOI: 10.1016/j.pnpbp.2022.110560] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 04/11/2022] [Accepted: 04/14/2022] [Indexed: 12/23/2022]
Abstract
Autism Spectrum Disorders (ASD) core symptoms include deficits of social interaction, stereotyped behaviours, dysfunction in language and communication. Beyond them, several additional symptoms, such as cognitive impairment, anxiety-like states and hyperactivity are often occurring, mainly overlapping with other neuropsychiatric diseases. To untangle mechanisms underlying ASD etiology, and to identify possible pharmacological approaches, different factors, such as environmental, immunological and genetic ones, need to be considered. In this context, ASD animal models, aiming to reproduce the wide range of behavioural phenotypes of this uniquely human disorder, represent a very useful tool. Ketamine administration in early postnatal life of mice has already been studied as a suitable animal model resembling psychotic-like symptoms. Here, we investigated whether ketamine administration, at postnatal days 7, 9 and 11, might induce behavioural features able to mimic ASD typical symptoms in adult mice. To this aim, we developed a 4-days behavioural tests battery, including Marble Burying, Hole Board, Olfactory and Social tests, to assess repetitive and stereotyped behaviour, social deficits and anxiety-like symptoms. Moreover, by using this mouse model, we performed neurochemical and biomolecular analyses, quantifying neurotransmitters belonging to excitatory-inhibitory pathways, such as glutamate, glutamine and gamma-aminobutyric acid (GABA), as well as immune activation biomarkers related to ASD, such as CD11b and glial fibrillary acidic protein (GFAP), in the hippocampus and amygdala. Possible alterations in levels of brain-derived neurotrophic factor (BDNF) expression in the hippocampus and amygdala were also evaluated. Our results showed an increase in stereotyped behaviours, together with social impairments and anxiety-like behaviour in adult mice, receiving ketamine administration in early postnatal life. In addition, we found decreased BDNF and enhanced GFAP hippocampal expression levels, accompanied by elevations in glutamate amount, as well as reduction in GABA content in amygdala and hippocampus. In conclusion, early ketamine administration may represent a suitable animal model of ASD, exhibiting face validity to mimic specific ASD symptoms, such as social deficits, repetitive repertoire and anxiety-like behaviour.
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Affiliation(s)
- Maria Bove
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Stefania Schiavone
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Paolo Tucci
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Vladyslav Sikora
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy; Department of Pathology, Sumy State University, Sumy, Ukraine
| | - Stefania Dimonte
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Anna Laura Colia
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Maria Grazia Morgese
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Luigia Trabace
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy.
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Pessoa D, Petrella L, Martins P, Castelo-Branco M, Teixeira C. Automatic segmentation and classification of mice ultrasonic vocalizations. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2022; 152:266. [PMID: 35931540 DOI: 10.1121/10.0012350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
This paper addresses the development of a system for classifying mouse ultrasonic vocalizations (USVs) present in audio recordings. The automatic labeling process for USVs is usually divided into two main steps: USV segmentation followed by the matching classification. Three main contributions can be highlighted: (i) a new segmentation algorithm, (ii) a new set of features, and (iii) the discrimination of a higher number of classes when compared to similar studies. The developed segmentation algorithm is based on spectral entropy analysis. This novel segmentation approach can detect USVs with 94% and 74% recall and precision, respectively. When compared to other methods/software, our segmentation algorithm achieves a higher recall. Regarding the classification phase, besides the traditional features from time, frequency, and time-frequency domains, a new set of contour-based features were extracted and used as inputs of shallow machine learning classification models. The contour-based features were obtained from the time-frequency ridge representation of USVs. The classification methods can differentiate among ten different syllable types with 81.1% accuracy and 80.5% weighted F1-score. The algorithms were developed and evaluated based on a large dataset, acquired on diverse social interaction conditions between the animals, to stimulate a varied vocal repertoire.
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Affiliation(s)
- Diogo Pessoa
- University of Coimbra, Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, 3030-290 Coimbra, Portugal
| | - Lorena Petrella
- University of Coimbra, Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, 3030-290 Coimbra, Portugal
| | - Pedro Martins
- University of Coimbra, Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, 3030-290 Coimbra, Portugal
| | - Miguel Castelo-Branco
- University of Coimbra, Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, 3030-290 Coimbra, Portugal
| | - César Teixeira
- University of Coimbra, Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, 3030-290 Coimbra, Portugal
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26
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Caruso A, Marconi MA, Scattoni ML, Ricceri L. Ultrasonic vocalizations in laboratory mice: strain, age, and sex differences. GENES, BRAIN, AND BEHAVIOR 2022; 21:e12815. [PMID: 35689354 PMCID: PMC9744514 DOI: 10.1111/gbb.12815] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 04/29/2022] [Accepted: 05/04/2022] [Indexed: 12/31/2022]
Abstract
Mice produce ultrasonic vocalizations (USVs) in different social contexts across lifespan. There is ethological evidence that pup USVs elicit maternal retrieval and adult USVs facilitate social interaction with a conspecific. Analysis of mouse vocal and social repertoire across strains, sex and contexts remains not well explored. To address these issues, in inbred (C57BL/6, FVB) and outbred (CD-1) mouse strains, we recorded and evaluated USVs as neonates and during adult social encounters (male-female and female-female social interaction). We showed significant strain differences in the quantitative (call rate and duration of USVs) and qualitative vocal analysis (spectrographic characterization) from early stage to adulthood, in line with specific patterns of social behaviors. Inbred C57BL/6 mice produced a lower number of calls with less internal changes and shorter duration; inbred FVB mice displayed more social behaviors and produced more syllables with repeated internal changes; outbred CD-1 mice had an intermediate profile. Our results suggest specific vocal signatures in each mouse strain, thus helping to better define socio-communicative profiles of mouse strains and to guide the choice of an appropriate strain according to the experimental settings.
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Affiliation(s)
- Angela Caruso
- Research Coordination and Support ServiceIstituto Superiore di SanitàRomeItaly
| | - Maria Adelaide Marconi
- Konrad Lorenz Institute of Ethology, Department of Interdisciplinary Life SciencesUniversity of Veterinary MedicineViennaAustria
| | | | - Laura Ricceri
- Center for Behavioral Sciences and Mental HealthIstituto Superiore di SanitàRomeItaly
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Ramsey LA, Holloman FM, Hope BT, Shaham Y, Venniro M. Waving Through the Window: A Model of Volitional Social Interaction in Female Mice. Biol Psychiatry 2022; 91:988-997. [PMID: 35074211 PMCID: PMC9081292 DOI: 10.1016/j.biopsych.2021.10.023] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 10/12/2021] [Accepted: 10/29/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Mouse models of social behavior fail to account for volitional aspects of social interaction, and current neurobiological investigation of social behavior is performed almost exclusively using C57BL/6J mice, the background strain of most transgenic mice. Here, we introduce a mouse model of operant social self-administration and choice, using a custom-made apparatus. METHODS First, we trained adolescent and adult female C57BL/6J and CD1 mice to self-administer palatable food pellets and then to lever press under increasing fixed-ratio response requirements for access to an age-matched female social partner. Next, we tested their motivation to seek social interaction using a progressive ratio reinforcement schedule, relapse to social seeking after social isolation, and choice between palatable food versus social interaction. We also tested social conditioned place preference in adult female CD1 and C57BL/6J mice. RESULTS Adolescent and adult female mice of both strains showed similar rates of food self-administration. In contrast, CD1 mice demonstrated significantly stronger social self-administration than C57BL/6J mice under both reinforcement schedules. CD1 but not C57BL/6J mice demonstrated robust social seeking after social isolation. In the choice task, CD1 mice preferred social interaction, whereas C57BL/6J mice preferred food. CD1 but not C57BL/6J mice demonstrated robust social conditioned place preference. The strain differences were age independent. CONCLUSIONS Our data show that CD1 mice are a better strain for studying female social reward learning. Our mouse operant social model provides a tool for research on neurobiological substrates of female social reward and disruption of social reward in psychiatric disorders using mouse-specific genetic tools.
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Affiliation(s)
- Leslie A. Ramsey
- Behavioral Neuroscience Branch Intramural Research Program, NIDA, NIH, Baltimore, USA,Corresponding Authors: Leslie A. Ramsey, 251 Bayview Blvd, Baltimore, MD, 21224, (443) 740-2693, (); Marco Venniro, 20 Penn St, Baltimore, MD ()
| | - Fernanda M. Holloman
- Behavioral Neuroscience Branch Intramural Research Program, NIDA, NIH, Baltimore, USA
| | - Bruce T. Hope
- Behavioral Neuroscience Branch Intramural Research Program, NIDA, NIH, Baltimore, USA
| | - Yavin Shaham
- Behavioral Neuroscience Branch Intramural Research Program, NIDA, NIH, Baltimore, USA
| | - Marco Venniro
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, Maryland.
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Autistic-like behavioral effects of prenatal stress in juvenile Fmr1 mice: the relevance of sex differences and gene-environment interactions. Sci Rep 2022; 12:7269. [PMID: 35508566 PMCID: PMC9068699 DOI: 10.1038/s41598-022-11083-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 04/11/2022] [Indexed: 12/11/2022] Open
Abstract
Fragile X Syndrome (FXS) is the most common heritable form of mental retardation and monogenic cause of autism spectrum disorder (ASD). FXS is due to a mutation in the X-linked FMR1 gene and is characterized by motor, cognitive and social alterations, mostly overlapping with ASD behavioral phenotypes. The severity of these symptoms and their timing may be exacerbated and/or advanced by environmental adversity interacting with the genetic mutation. We therefore tested the effects of the prenatal exposure to unpredictable chronic stress on the behavioral phenotype of juveniles of both sexes in the Fmr1 knock-out (KO) mouse model of FXS. Mice underwent behavioral tests at 7-8 weeks of age, that is, when most of the relevant behavioral alterations are absent or mild in Fmr1-KOs. Stress induced the early appearance of deficits in spontaneous alternation in KO male mice, without exacerbating the behavioral phenotype of mutant females. In males stress also altered social interaction and communication, but mostly in WT mice, while in females it induced effects on locomotion and communication in mice of both genotypes. Our data therefore highlight the sex-dependent relevance of early environmental stressors to interact with genetic factors to influence the appearance of selected FXS- and ASD-like phenotypes.
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29
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Bouguiyoud N, Morales-Grahl E, Bronchti G, Frasnelli J, Roullet FI, Al Aïn S. Effects of Congenital Blindness on Ultrasonic Vocalizations and Social Behaviors in the ZRDBA Mouse. Front Behav Neurosci 2022; 16:884688. [PMID: 35592638 PMCID: PMC9110969 DOI: 10.3389/fnbeh.2022.884688] [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: 02/26/2022] [Accepted: 03/29/2022] [Indexed: 11/25/2022] Open
Abstract
Mice produce ultrasonic vocalizations (USVs) at different ages and social contexts, including maternal-pup separation, social play in juveniles, social interactions, and mating in adults. The USVs' recording can be used as an index of sensory detection, internal state, and social motivation. While sensory deprivation may alter USVs' emission and some social behaviors in deaf and anosmic rodents, little is known about the effects of visual deprivation in rodents. This longitudinal study aimed to assess acoustic communication and social behaviors using a mouse model of congenital blindness. Anophthalmic and sighted mice were assayed to a series of behavioral tests at three different ages, namely, the maternal isolation-induced pup USV test and the home odor discrimination and preference test on postnatal day (PND) 7, the juvenile social test on PND 30-35, and the female urine-induced USVs and scent-marking behavior at 2-3 months. Our results evidenced that (1) at PND 7, USVs' total number between both groups was similar, all mice vocalized less during the second isolation period than the first period, and both phenotypes showed similar discrimination and preference, favoring exploration of the home bedding odor; (2) at PND 30-35, anophthalmic mice engaged less in social behaviors in the juvenile play test than sighted ones, but the number of total USVs produced is not affected; and (3) at adulthood, when exposed to a female urine spot, anophthalmic male mice displayed faster responses in terms of USVs' emission and sniffing behavior, associated with a longer time spent exploring the female urinary odor. Interestingly, acoustic behavior in the pups and adults was correlated in sighted mice only. Together, our study reveals that congenital visual deprivation had no effect on the number of USVs emitted in the pups and juveniles, but affected the USVs' emission in the adult male and impacted the social behavior in juvenile and adult mice.
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Affiliation(s)
- Nouhaila Bouguiyoud
- Department of Anatomy, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
- Cognition, Neurosciences, Affect et Comportement (CogNAC) Research Group, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
| | | | - Gilles Bronchti
- Department of Anatomy, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
| | - Johannes Frasnelli
- Department of Anatomy, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
- Cognition, Neurosciences, Affect et Comportement (CogNAC) Research Group, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
| | - Florence I. Roullet
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Syrina Al Aïn
- Department of Anatomy, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
- Cognition, Neurosciences, Affect et Comportement (CogNAC) Research Group, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
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30
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Kirsten TB, Silva EP, Biondi TF, Rodrigues PS, Cardoso CV, Massironi SMG, Mori CMC, Bondan EF, Bernardi MM. Bate palmas mutant mice as a model of Kabuki syndrome: Higher susceptibility to infections and vocalization impairments? J Neurosci Res 2022; 100:1438-1451. [PMID: 35362120 DOI: 10.1002/jnr.25050] [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: 09/16/2021] [Revised: 02/11/2022] [Accepted: 03/19/2022] [Indexed: 11/11/2022]
Abstract
The recessive mutant mouse bate palmas (bapa) arose from N-ethyl-N-nitrosourea mutagenesis. Previous studies of our group revealed some behavioral impairments and a mutation in the lysine (K)-specific methyltransferase 2D (Kmt2d) gene. Because mutations in the KMT2D gene in humans are mainly responsible for Kabuki syndrome, this study was proposed to validate bapa mice as a model of Kabuki syndrome. Besides other symptoms, Kabuki syndrome is characterized by increased susceptibility to infections and speech impairments, usually diagnosed in the early childhood. Thus, juvenile male and female bapa mice were studied in different developmental stages (prepubertal period and puberty). To induce sickness behavior and to study infection susceptibility responses, lipopolysaccharide (LPS) was used. To study oral communication, ultrasonic vocalizations were evaluated. Behavioral (open-field test) and central (astrocytic glial fibrillary acidic protein [GFAP] and tyrosine hydroxylase [TH]) evaluations were also performed. Control and bapa female mice emitted 31-kHz ultrasounds on prepubertal period when exploring a novel environment, a frequency not yet described for mice, being defined as 31-kHz exploratory vocalizations. Males, LPS, and puberty inhibited these vocalizations. Bapa mice presented increased motor/exploratory behaviors on prepubertal period due to increased striatal TH expression, revealing striatal dopaminergic system hyperactivity. Combining open-field behavior and GFAP expression, bapa mice did not develop LPS tolerance, that is, they remained expressing signs of sickness behavior after LPS challenge, being more susceptible to infectious/inflammatory processes. It was concluded that bapa mice is a robust experimental model of Kabuki syndrome.
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Affiliation(s)
- Thiago B Kirsten
- Psychoneuroimmunology Laboratory, Program in Environmental and Experimental Pathology, Paulista University, São Paulo, Brazil
| | - Ericka P Silva
- Psychoneuroimmunology Laboratory, Program in Environmental and Experimental Pathology, Paulista University, São Paulo, Brazil
| | - Thalles F Biondi
- Psychoneuroimmunology Laboratory, Program in Environmental and Experimental Pathology, Paulista University, São Paulo, Brazil
| | - Paula S Rodrigues
- Psychoneuroimmunology Laboratory, Program in Environmental and Experimental Pathology, Paulista University, São Paulo, Brazil
| | - Carolina V Cardoso
- Psychoneuroimmunology Laboratory, Program in Environmental and Experimental Pathology, Paulista University, São Paulo, Brazil
| | - Silvia M G Massironi
- Department of Immunology, Institute of Biomedical Science, University of São Paulo, São Paulo, Brazil
| | - Claudia M C Mori
- Department of Pathology, School of Veterinary Medicine and Animal Science, University of São Paulo, São Paulo, Brazil
| | - Eduardo F Bondan
- Psychoneuroimmunology Laboratory, Program in Environmental and Experimental Pathology, Paulista University, São Paulo, Brazil
| | - Maria M Bernardi
- Psychoneuroimmunology Laboratory, Program in Environmental and Experimental Pathology, Paulista University, São Paulo, Brazil
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33
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Shekel I, Giladi S, Raykin E, Weiner M, Chalifa-Caspi V, Lederman D, Kofman O, Golan HM. Isolation-Induced Ultrasonic Vocalization in Environmental and Genetic Mice Models of Autism. Front Neurosci 2021; 15:769670. [PMID: 34880723 PMCID: PMC8645772 DOI: 10.3389/fnins.2021.769670] [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: 09/02/2021] [Accepted: 10/18/2021] [Indexed: 11/20/2022] Open
Abstract
Studies in rodent models suggest that calls emitted by isolated pups serve as an early behavioral manifestation of communication deficits and autistic like behavior. Previous studies in our labs showed that gestational exposure to the pesticide chlorpyrifos (CPF) and the Mthfr-knock-out mice are associated with impaired social preference and restricted or repetitive behavior. To extend these studies, we examine how pup communication via ultrasonic vocalizations is altered in these ASD models. We implemented an unsupervised hierarchical clustering method based on the spectral properties of the syllables in order to exploit syllable classification to homogeneous categories while avoiding over-categorization. Comparative exploration of the spectral and temporal aspects of syllables emitted by pups in two ASD models point to the following: (1) Most clusters showed a significant effect of the ASD factor on the start and end frequencies and bandwidth and (2) The highest percent change due to the ASD factor was on the bandwidth and duration. In addition, we found sex differences in the spectral and temporal properties of the calls in both control groups as well as an interaction between sex and the gene/environment factor. Considering the basal differences in the characteristics of syllables emitted by pups of the C57Bl/6 and Balb/c strains used as a background in the two models, we suggest that the above spectral-temporal parameters start frequency, bandwidth, and duration are the most sensitive USV features that may represent developmental changes in ASD models.
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Affiliation(s)
- Itay Shekel
- Department of Physiology and Cell Biology, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Shaked Giladi
- Department of Physiology and Cell Biology, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Eynav Raykin
- Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,Department of Psychology, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - May Weiner
- Department of Physiology and Cell Biology, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Vered Chalifa-Caspi
- Ilse Katz Institute for Nanoscale Science and Technology, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Dror Lederman
- Faculty of Engineering, Holon Institute of Technology, Holon, Israel
| | - Ora Kofman
- Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,Department of Psychology, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Hava M Golan
- Department of Physiology and Cell Biology, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,National Center for Autism Research, Ben-Gurion University of the Negev, Be'er Sheva, Israel
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Evaluating the DeepSqueak and Mouse Song Analyzer vocalization analysis systems in C57BL/6J, FVB.129, and FVB neonates. J Neurosci Methods 2021; 364:109356. [PMID: 34508783 DOI: 10.1016/j.jneumeth.2021.109356] [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: 05/24/2021] [Revised: 09/02/2021] [Accepted: 09/06/2021] [Indexed: 11/20/2022]
Abstract
BACKGROUND Communication is an essential behavior in mammals. Alterations in communication (neonatal crying) characterize numerous human neurodevelopmental conditions. Mice produce communicative vocalizations, known as ultrasonic vocalizations, (USVs) that can be recorded. The Mouse Song Analyzer is an automated USV analysis system while DeepSqueak is a semi-automated USV detection system. METHOD We used data from, C57BL/6J, FVB.129, and FVB neonates to compare the reliability of DeepSqueak and the Mouse Song Analyzer across various acoustic variables. RESULTS We found that both systems detected a similar quantity of USVs for FVB.129 and FVB mice. However, DeepSqueak detected more USVs for C57BL/6J mice. High correlations were found between systems for each strain. When assessing duration, Deepsqueak detected USVs of a longer duration then the Mouse Song Analyzer across all strains. A low correlation between systems for duration was found for FVB.129 mice, while high correlations were found for C57BL/6J and FVB mice. When assessing fundamental frequency, the Mouse Song Analyzer detected a higher frequency than DeepSqueak for FVB.129 mice, with no other differences present. High correlations between systems were found for C57BL/6J and FVB.129 mice, while a low correlation was found for FVB mice. We also assessed each system's sensitivity and found that Deepsqueak was able to detect softer USVs than the Mouse Song Analyzer. CONCLUSIONS These findings demonstrate that the strain of mouse used significantly affects the reliability of USV analysis systems. However, our data also indicates that DeepSqueak is more reliable and accurate than the Mouse Song Analyzer due to its increased sensitivity.
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Puścian A, Bryksa A, Kondrakiewicz L, Kostecki M, Winiarski M, Knapska E. Ability to share emotions of others as a foundation of social learning. Neurosci Biobehav Rev 2021; 132:23-36. [PMID: 34838526 DOI: 10.1016/j.neubiorev.2021.11.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 11/15/2021] [Accepted: 11/16/2021] [Indexed: 01/25/2023]
Abstract
The natural habitats of most species are far from static, forcing animals to adapt to continuously changing conditions. Perhaps the most efficient strategy addressing this challenge consists of obtaining and acting upon pertinent information from others through social learning. We discuss how animals transfer information via social channels and what are the benefits of such exchanges, playing out on different levels, from theperception of socially delivered information to emotional sharing, manifesting themselves across different taxa of increasing biological complexity. We also discuss how social learning is influenced by different factors including pertinence of information for survival, the complexity of the environment, sex, genetic relatedness, and most notably, the relationship between interacting partners. The results appear to form a consistent picture once we shift our focus from emotional contagion as a prerequisite for empathy onto the role of shared emotions in providing vital information about the environment. From this point of view, we can propose approaches that are the most promising for further investigation of complex social phenomena, including learning from others.
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Affiliation(s)
- A Puścian
- Nencki-EMBL Partnership for Neural Plasticity and Brain Disorders - BRAINCITY, Nencki Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland
| | - A Bryksa
- Nencki-EMBL Partnership for Neural Plasticity and Brain Disorders - BRAINCITY, Nencki Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland
| | - L Kondrakiewicz
- Nencki-EMBL Partnership for Neural Plasticity and Brain Disorders - BRAINCITY, Nencki Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland
| | - M Kostecki
- Nencki-EMBL Partnership for Neural Plasticity and Brain Disorders - BRAINCITY, Nencki Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland
| | - M Winiarski
- Nencki-EMBL Partnership for Neural Plasticity and Brain Disorders - BRAINCITY, Nencki Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland
| | - E Knapska
- Nencki-EMBL Partnership for Neural Plasticity and Brain Disorders - BRAINCITY, Nencki Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland.
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36
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Pietropaolo S, Marsicano G. The role of the endocannabinoid system as a therapeutic target for autism spectrum disorder: Lessons from behavioral studies on mouse models. Neurosci Biobehav Rev 2021; 132:664-678. [PMID: 34813825 DOI: 10.1016/j.neubiorev.2021.11.031] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 11/02/2021] [Accepted: 11/19/2021] [Indexed: 12/17/2022]
Abstract
Recent years have seen an impressive amount of research devoted to understanding the etiopathology of Autism Spectrum Disorder (ASD) and developing therapies for this syndrome. Because of the lack of biomarkers of ASD, this work has been largely based on the behavioral characterization of rodent models, based on a multitude of genetic and environmental manipulations. Here we highlight how the endocannabinoid system (ECS) has recently emerged within this context of mouse behavioral studies as an etiopathological factor in ASD and a valid potential therapeutic target. We summarize the most recent results showing alterations of the ECS in rodent models of ASD, and demonstrating ASD-like behaviors in mice with altered ECS, induced either by genetic or pharmacological manipulations. We also give a critical overview of the most relevant advances in designing treatments and novel mouse models for ASD targeting the ECS, highlighting the relevance of thorough and innovative behavioral approaches to investigate the mechanisms acting underneath the complex features of ASD.
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Affiliation(s)
| | - Giovanni Marsicano
- INSERM, U1215 NeuroCentre Magendie, 146 rue Léo Saignat, 33077, Bordeaux Cedex, France
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37
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Park ES, Freeborn J, Venna VR, Roos S, Rhoads JM, Liu Y. Lactobacillus reuteri effects on maternal separation stress in newborn mice. Pediatr Res 2021; 90:980-988. [PMID: 33531679 DOI: 10.1038/s41390-021-01374-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 12/23/2020] [Accepted: 12/30/2020] [Indexed: 01/30/2023]
Abstract
BACKGROUND Probiotic Lactobacillus reuteri DSM 17938 (LR 17938) is beneficial to infants with colic. To understand its mechanism of action, we assessed ultrasonic vocalizations (USV) and brain pain/stress genes in newborn mice exposed to maternal separation stress. METHODS Pups were exposed to unpredictable maternal separation (MSU or SEP) or MSU combined with unpredictable maternal stress (MSU + MSUS or S + S), from postnatal days 5 to 14. USV calls and pain/stress/neuroinflammation-related genes in the brain were analyzed. RESULTS We defined 10 different neonatal call patterns, none of which increased after MSU. Stress reduced overall USV calls. Orally feeding LR 17938 also did not change USV calls after MSU. However, LR 17938 markedly increased vocalizations in mice allowed to stay with their dams. Even though LR 17938 did not change MSU-related calls, LR 17938 modulated brain genes related to stress and pain. Up-regulated genes following LR 17938 treatment were opioid peptides, kappa-opioid receptor 1 genes, and CD200, important in anti-inflammatory signaling. LR 17938 down-regulated CCR2 transcripts, a chemokine receptor, in the stressed neonatal brain. CONCLUSIONS USV calls in newborn mice are interpreted as "physiological calls" instead of "cries." Feeding LR 17938 after MSU did not change USV calls but modulated cerebral genes favoring pain and stress reduction and anti-inflammatory signaling. IMPACT We defined mouse ultrasonic vocalization (USV) call patterns in this study, which will be important in guiding future studies in other mouse strains. Newborn mice with maternal separation stress have reduced USVs, compared to newborn mice without stress, indicating USV calls may represent "physiological calling" instead of "crying." Oral feeding of probiotic Lactobacillus reuteri DSM 17938 raised the number of calls when newborn mice continued to suckle on their dams, but not when mice were under stress. The probiotic bacteria had a dampening effect on monocyte activation and on epinephrine and glutamate-related stress gene expression in the mouse brain.
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Affiliation(s)
- Evelyn S Park
- Departments of Pediatrics at McGovern Medical School, the University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jasmin Freeborn
- Departments of Pediatrics at McGovern Medical School, the University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Venugopal Reddy Venna
- Departments of Neurology at McGovern Medical School, the University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Stefan Roos
- Department of Molecular Sciences, Uppsala BioCenter, Swedish University of Agricultural Sciences, Uppsala, Sweden
- BioGaia AB, Stockholm, Sweden
| | - J Marc Rhoads
- Departments of Pediatrics at McGovern Medical School, the University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Yuying Liu
- Departments of Pediatrics at McGovern Medical School, the University of Texas Health Science Center at Houston, Houston, TX, USA.
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Hepbasli D, Gredy S, Ullrich M, Reigl A, Abeßer M, Raabe T, Schuh K. Genotype- and Age-Dependent Differences in Ultrasound Vocalizations of SPRED2 Mutant Mice Revealed by Machine Deep Learning. Brain Sci 2021; 11:brainsci11101365. [PMID: 34679429 PMCID: PMC8533915 DOI: 10.3390/brainsci11101365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/13/2021] [Accepted: 10/15/2021] [Indexed: 11/25/2022] Open
Abstract
Vocalization is an important part of social communication, not only for humans but also for mice. Here, we show in a mouse model that functional deficiency of Sprouty-related EVH1 domain-containing 2 (SPRED2), a protein ubiquitously expressed in the brain, causes differences in social ultrasound vocalizations (USVs), using an uncomplicated and reliable experimental setting of a short meeting of two individuals. SPRED2 mutant mice show an OCD-like behaviour, accompanied by an increased release of stress hormones from the hypothalamic–pituitary–adrenal axis, both factors probably influencing USV usage. To determine genotype-related differences in USV usage, we analyzed call rate, subtype profile, and acoustic parameters (i.e., duration, bandwidth, and mean peak frequency) in young and old SPRED2-KO mice. We recorded USVs of interacting male and female mice, and analyzed the calls with the deep-learning DeepSqueak software, which was trained to recognize and categorize the emitted USVs. Our findings provide the first classification of SPRED2-KO vs. wild-type mouse USVs using neural networks and reveal significant differences in their development and use of calls. Our results show, first, that simple experimental settings in combination with deep learning are successful at identifying genotype-dependent USV usage and, second, that SPRED2 deficiency negatively affects the vocalization usage and social communication of mice.
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Affiliation(s)
- Denis Hepbasli
- Institute of Physiology I, University Wuerzburg, Roentgenring 9, 97070 Wuerzburg, Germany; (S.G.); (A.R.); (M.A.)
- Correspondence: (D.H.); (K.S.)
| | - Sina Gredy
- Institute of Physiology I, University Wuerzburg, Roentgenring 9, 97070 Wuerzburg, Germany; (S.G.); (A.R.); (M.A.)
| | - Melanie Ullrich
- Center for Rare Diseases, University Clinic Wuerzburg, Josef-Schneider-Strasse 2, 97080 Wuerzburg, Germany;
- Center for Medical Informatics, University Clinic Wuerzburg, Schweinfurter Strasse 4, 97080 Wuerzburg, Germany
| | - Amelie Reigl
- Institute of Physiology I, University Wuerzburg, Roentgenring 9, 97070 Wuerzburg, Germany; (S.G.); (A.R.); (M.A.)
| | - Marco Abeßer
- Institute of Physiology I, University Wuerzburg, Roentgenring 9, 97070 Wuerzburg, Germany; (S.G.); (A.R.); (M.A.)
| | - Thomas Raabe
- Institute for Medical Radiation and Cell Research, Campus Hubland, University Wuerzburg, Biozentrum, 97074 Wuerzburg, Germany;
| | - Kai Schuh
- Institute of Physiology I, University Wuerzburg, Roentgenring 9, 97070 Wuerzburg, Germany; (S.G.); (A.R.); (M.A.)
- Correspondence: (D.H.); (K.S.)
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von Merten S, Pfeifle C, Künzel S, Hoier S, Tautz D. A humanized version of Foxp2 affects ultrasonic vocalization in adult female and male mice. GENES BRAIN AND BEHAVIOR 2021; 20:e12764. [PMID: 34342113 DOI: 10.1111/gbb.12764] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 07/02/2021] [Accepted: 07/31/2021] [Indexed: 01/03/2023]
Abstract
The transcription factor FoxP2 is involved in setting up the neuronal circuitry for vocal learning in mammals and birds and is thought to have played a special role in the evolution of human speech and language. It has been shown that an allele with a humanized version of the murine Foxp2 gene changes the ultrasonic vocalization of mouse pups compared to pups of the wild-type inbred strain. Here we tested if this humanized allele would also affect the ultrasonic vocalization of adult female and male mice. In a previous study, in which only male vocalization was considered and the mice were recorded under a restricted spatial and temporal regime, no difference in adult vocalization between genotypes was found. Here, we use a different test paradigm in which both female and male vocalizations are recorded in extended social contact. We found differences in temporal, spectral and syntactical parameters between the genotypes in both sexes, and between sexes. Mice carrying the humanized Foxp2 allele were using higher frequencies and more complex syllable types than mice of the corresponding wildtype inbred strain. Our results support the notion that the humanized Foxp2 allele has a differential effect on mouse ultrasonic vocalization. As mice carrying the humanized version of the Foxp2 gene show effects opposite to those of mice carrying disrupted or mutated alleles of this gene, we conclude that this mouse line represents an important model for the study of human speech and language evolution.
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Affiliation(s)
- Sophie von Merten
- CESAM - Centro de Estudos do Ambiente e do Mar, Departamento de Biologia Animal, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal.,Department for Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Christine Pfeifle
- Department for Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Sven Künzel
- Department for Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Svenja Hoier
- Department for Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Diethard Tautz
- Department for Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön, Germany
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40
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Premoli M, Memo M, Bonini SA. Ultrasonic vocalizations in mice: relevance for ethologic and neurodevelopmental disorders studies. Neural Regen Res 2021; 16:1158-1167. [PMID: 33269765 PMCID: PMC8224126 DOI: 10.4103/1673-5374.300340] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/09/2020] [Accepted: 09/23/2020] [Indexed: 12/21/2022] Open
Abstract
Mice use ultrasonic vocalizations (USVs) to communicate each other and to convey their emotional state. USVs have been greatly characterized in specific life phases and contexts, such as mother isolation-induced USVs for pups or female-induced USVs for male mice during courtship. USVs can be acquired by means of specific tools and later analyzed on the base of both quantitative and qualitative parameters. Indeed, different ultrasonic call categories exist and have already been defined. The understanding of different calls meaning is still missing, and it will represent an essential step forward in the field of USVs. They have long been studied in the ethological context, but recently they emerged as a precious instrument to study pathologies characterized by deficits in communication, in particular neurodevelopmental disorders (NDDs), such as autism spectrum disorders. This review covers the topics of USVs characteristics in mice, contexts for USVs emission and factors that modulate their expression. A particular focus will be devoted to mouse USVs in the context of NDDs. Indeed, several NDDs murine models exist and an intense study of USVs is currently in progress, with the aim of both performing an early diagnosis and to find a pharmacological/behavioral intervention to improve patients' quality of life.
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Affiliation(s)
- Marika Premoli
- Department of Molecular and Translational Medicine, University of Brescia, Viale Europa 11, Brescia, Italy
| | - Maurizio Memo
- Department of Molecular and Translational Medicine, University of Brescia, Viale Europa 11, Brescia, Italy
| | - Sara Anna Bonini
- Department of Molecular and Translational Medicine, University of Brescia, Viale Europa 11, Brescia, Italy
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41
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Warren MR, Spurrier MS, Sangiamo DT, Clein RS, Neunuebel JP. Mouse vocal emission and acoustic complexity do not scale linearly with the size of a social group. J Exp Biol 2021; 224:jeb239814. [PMID: 34096599 PMCID: PMC8214829 DOI: 10.1242/jeb.239814] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 04/22/2021] [Indexed: 11/20/2022]
Abstract
Adult mice emit ultrasonic vocalizations (USVs), sounds above the range of human hearing, during social encounters. While mice alter their vocal emissions between isolated and social contexts, technological impediments have hampered our ability to assess how individual mice vocalize in group social settings. We overcame this challenge by implementing an 8-channel microphone array system, allowing us to determine which mouse emitted individual vocalizations across multiple social contexts. This technology, in conjunction with a new approach for extracting and categorizing a complex, full repertoire of vocalizations, facilitated our ability to directly compare how mice modulate their vocal emissions between isolated, dyadic and group social environments. When comparing vocal emission during isolated and social settings, we found that socializing male mice increase the proportion of vocalizations with turning points in frequency modulation and instantaneous jumps in frequency. Moreover, males change the types of vocalizations emitted between social and isolated contexts. In contrast, there was no difference in male vocal emission between dyadic and group social contexts. Female vocal emission, while predominantly absent in isolation, was also similar during dyadic and group interactions. In particular, there were no differences in the proportion of vocalizations with frequency jumps or turning points. Taken together, the findings lay the groundwork necessary for elucidating the stimuli underlying specific features of vocal emission in mice.
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Affiliation(s)
- Megan R. Warren
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA
- Department of Biology, Emory University, Atlanta, GA 30322, USA
| | - Morgan S. Spurrier
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA
| | - Daniel T. Sangiamo
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA
| | - Rachel S. Clein
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA
| | - Joshua P. Neunuebel
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA
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42
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Anacker C, Sydnor E, Chen BK, LaGamma CC, McGowan JC, Mastrodonato A, Hunsberger HC, Shores R, Dixon RS, McEwen BS, Byne W, Meyer-Bahlburg HFL, Bockting W, Ehrhardt AA, Denny CA. Behavioral and neurobiological effects of GnRH agonist treatment in mice-potential implications for puberty suppression in transgender individuals. Neuropsychopharmacology 2021; 46:882-890. [PMID: 32919399 PMCID: PMC8115503 DOI: 10.1038/s41386-020-00826-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 08/11/2020] [Accepted: 08/18/2020] [Indexed: 12/16/2022]
Abstract
In the United States, ~1.4 million individuals identify as transgender. Many transgender adolescents experience gender dysphoria related to incongruence between their gender identity and sex assigned at birth. This dysphoria may worsen as puberty progresses. Puberty suppression by gonadotropin-releasing hormone agonists (GnRHa), such as leuprolide, can help alleviate gender dysphoria and provide additional time before irreversible changes in secondary sex characteristics may be initiated through feminizing or masculinizing hormone therapy congruent with the adolescent's gender experience. However, the effects of GnRH agonists on brain function and mental health are not well understood. Here, we investigated the effects of leuprolide on reproductive function, social and affective behavior, cognition, and brain activity in a rodent model. Six-week-old male and female C57BL/6J mice were injected daily with saline or leuprolide (20 μg) for 6 weeks and tested in several behavioral assays. We found that leuprolide increases hyperlocomotion, changes social preference, and increases neuroendocrine stress responses in male mice, while the same treatment increases hyponeophagia and despair-like behavior in females. Neuronal hyperactivity was found in the dentate gyrus (DG) of leuprolide-treated females, but not males, consistent with the elevation in hyponeophagia and despair-like behavior in females. These data show for the first time that GnRH agonist treatment after puberty onset exerts sex-specific effects on social- and affective behavior, stress regulation, and neural activity. Investigating the behavioral and neurobiological effects of GnRH agonists in mice will be important to better guide the investigation of potential consequences of this treatment for youth experiencing gender dysphoria.
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Affiliation(s)
- Christoph Anacker
- Division of Systems Neuroscience, Research Foundation for Mental Hygiene, Inc. (RFMH)/New York State Psychiatric Institute (NYSPI), New York, NY, 10032, USA.
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA.
- Department of Developmental Neuroscience, NYSPI, New York, NY, 10032, USA.
- Columbia University Stem Cell Initiative (CSCI), New York, NY, 10032, USA.
| | - Ezra Sydnor
- Amgen Summer Scholars Program, Columbia University, New York, NY, 10032, USA
- Rochester Institute of Technology (RIT), Rochester, NY, 14623, USA
| | - Briana K Chen
- Doctoral Program in Neurobiology and Behavior (NB&B), Columbia University, New York, NY, 10027, USA
| | - Christina C LaGamma
- Division of Systems Neuroscience, Research Foundation for Mental Hygiene, Inc. (RFMH)/New York State Psychiatric Institute (NYSPI), New York, NY, 10032, USA
- Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Josephine C McGowan
- Doctoral Program in Neurobiology and Behavior (NB&B), Columbia University, New York, NY, 10027, USA
| | - Alessia Mastrodonato
- Division of Systems Neuroscience, Research Foundation for Mental Hygiene, Inc. (RFMH)/New York State Psychiatric Institute (NYSPI), New York, NY, 10032, USA
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA
| | - Holly C Hunsberger
- Division of Systems Neuroscience, Research Foundation for Mental Hygiene, Inc. (RFMH)/New York State Psychiatric Institute (NYSPI), New York, NY, 10032, USA
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA
| | - Ryan Shores
- Division of Systems Neuroscience, Research Foundation for Mental Hygiene, Inc. (RFMH)/New York State Psychiatric Institute (NYSPI), New York, NY, 10032, USA
| | - Rushell S Dixon
- Doctoral Program in Neurobiology and Behavior (NB&B), Columbia University, New York, NY, 10027, USA
| | - Bruce S McEwen
- Department of Immunology, Virology, and Microbiology, The Rockefeller University, New York, NY, 10065, USA
| | - William Byne
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA
- Division of Gender, Sexuality, and Health, NYSPI, New York, NY, 10032, USA
| | - Heino F L Meyer-Bahlburg
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA
- Division of Gender, Sexuality, and Health, NYSPI, New York, NY, 10032, USA
| | - Walter Bockting
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA
- Division of Gender, Sexuality, and Health, NYSPI, New York, NY, 10032, USA
| | - Anke A Ehrhardt
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA
- Division of Gender, Sexuality, and Health, NYSPI, New York, NY, 10032, USA
| | - Christine A Denny
- Division of Systems Neuroscience, Research Foundation for Mental Hygiene, Inc. (RFMH)/New York State Psychiatric Institute (NYSPI), New York, NY, 10032, USA.
- Department of Psychiatry, Columbia University Irving Medical Center (CUIMC), New York, NY, 10032, USA.
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43
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Serra M, Marongiu J, Simola N. Lack of drug- and cue-stimulated emissions of ultrasonic vocalizations in C57BL/6J mice repeatedly treated with amphetamine. Neurosci Lett 2021; 749:135733. [PMID: 33592304 DOI: 10.1016/j.neulet.2021.135733] [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: 11/27/2020] [Revised: 02/04/2021] [Accepted: 02/08/2021] [Indexed: 11/24/2022]
Abstract
The emission of ultrasonic vocalizations (USVs) is thought to communicate the behavioral and emotional states elicited in rodents by social and non-social stimuli. On this basis, studies of psychopharmacology in rats are increasingly utilizing USVs as a behavioral marker to evaluate the effects of drugs on the emotional state. Conversely, very limited information is available as to whether psychoactive drugs influence USV emissions in mice. To provide new insights in this respect, we evaluated the emission of USVs in C57BL/6J mice subjected to repeated treatment with the dopaminergic psychostimulant of abuse amphetamine. Mice were first allowed to perform social contacts in dyads, and 2 days later they received amphetamine (1-4 mg/kg, i.p.) in a test cage (× 5 administrations) on alternate days. Seven days after treatment discontinuation, mice were re-exposed to the test cage to evaluate whether the presentation of drug-paired environmental cues elicited calling behavior, and thereafter received an amphetamine challenge. An additional group of animals received the dopamine receptor agonist apomorphine (1-4 mg/kg, i.p.), to further clarify the role of dopamine transmission in calling behavior of mice. C57BL/6J mice emitted USVs during social contacts, but did not significantly vocalize after amphetamine administration, in response to amphetamine-paired environmental cues, and after apomorphine administration. These results indicate that C57BL/6J mice may respond differently to social and pharmacological stimuli in terms of USV emissions, and may lay the foundation for future studies aimed at clarifying whether USVs may be a useful behavioral marker in studies of psychopharmacology in mice.
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Affiliation(s)
- Marcello Serra
- Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | - Jacopo Marongiu
- Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | - Nicola Simola
- Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy; National Institute of Neuroscience (INN), University of Cagliari, Cagliari, Italy.
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44
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Vassilev P, Pantoja-Urban AH, Giroux M, Nouel D, Hernandez G, Orsini T, Flores C. Unique effects of social defeat stress in adolescent male mice on the Netrin-1/DCC pathway, prefrontal cortex dopamine and cognition (Social stress in adolescent vs. adult male mice). eNeuro 2021; 8:ENEURO.0045-21.2021. [PMID: 33619036 PMCID: PMC8051112 DOI: 10.1523/eneuro.0045-21.2021] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 02/03/2021] [Indexed: 02/06/2023] Open
Abstract
For some individuals, social stress is a risk factor for psychiatric disorders characterised by adolescent onset, prefrontal cortex (PFC) dysfunction and cognitive impairments. Social stress may be particularly harmful during adolescence when dopamine (DA) axons are still growing to the PFC, rendering them sensitive to environmental influences. The guidance cue Netrin-1 and its receptor, DCC, coordinate to control mesocorticolimbic DA axon targeting and growth during this age. Here we adapted the accelerated social defeat (AcSD) paradigm to expose male mice to social stress in either adolescence or adulthood and categorised them as "resilient" or "susceptible" based on social avoidance behaviour. We examined whether stress would alter the expression of DCC and Netrin-1 in mesolimbic dopamine regions and would have enduring consequences on PFC dopamine connectivity and cognition. While in adolescence the majority of mice are resilient but exhibit risk-taking behaviour, AcSD in adulthood leads to a majority of susceptible mice without altering anxiety-like traits. In adolescent, but not adult mice, AcSD dysregulates DCC and Netrin-1 expression in mesolimbic DA regions. These molecular changes in adolescent mice are accompanied by changes in PFC DA connectivity. Following AcSD in adulthood, cognitive function remains unaffected, but all mice exposed to AcSD in adolescence show deficits in inhibitory control when they reach adulthood. These findings indicate that exposure to AcSD in adolescence vs. adulthood has substantially different effects on brain and behaviour and that stress-induced social avoidance in adolescence does not predict vulnerability to deficits in cognitive performance.Significance statement During adolescence, dopamine circuitries undergo maturational changes which may render them particularly vulnerable to social stress. While social stress can be detrimental to adolescents and adults, it may engage different mechanisms and impact different domains, depending on age. The accelerated social defeat (AcSD) model implemented here allows exposing adolescent and adult male mice to comparable social stress levels. AcSD in adulthood leads to a majority of socially avoidant mice. However, the predominance of AcSD-exposed adolescent mice does not develop social avoidance, and these resilient mice show risk-taking behaviour. Nonetheless, in adolescence only, AcSD dysregulates Netrin-1/DCC expression in mesolimbic dopamine regions, possibly disrupting mesocortical dopamine and cognition. The unique adolescent responsiveness to stress may explain increased psychopathology risk at this age.
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Affiliation(s)
- Philip Vassilev
- Department of Psychiatry and Department of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | | | - Michel Giroux
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | - Dominique Nouel
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | | | - Taylor Orsini
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | - Cecilia Flores
- Department of Psychiatry and Department of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada.
- Douglas Mental Health University Institute, Montreal, QC, Canada
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Premoli M, Baggi D, Bianchetti M, Gnutti A, Bondaschi M, Mastinu A, Migliorati P, Signoroni A, Leonardi R, Memo M, Bonini SA. Automatic classification of mice vocalizations using Machine Learning techniques and Convolutional Neural Networks. PLoS One 2021; 16:e0244636. [PMID: 33465075 PMCID: PMC7815145 DOI: 10.1371/journal.pone.0244636] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 12/14/2020] [Indexed: 12/03/2022] Open
Abstract
Ultrasonic vocalizations (USVs) analysis is a well-recognized tool to investigate animal communication. It can be used for behavioral phenotyping of murine models of different disorders. The USVs are usually recorded with a microphone sensitive to ultrasound frequencies and they are analyzed by specific software. Different calls typologies exist, and each ultrasonic call can be manually classified, but the qualitative analysis is highly time-consuming. Considering this framework, in this work we proposed and evaluated a set of supervised learning methods for automatic USVs classification. This could represent a sustainable procedure to deeply analyze the ultrasonic communication, other than a standardized analysis. We used manually built datasets obtained by segmenting the USVs audio tracks analyzed with the Avisoft software, and then by labelling each of them into 10 representative classes. For the automatic classification task, we designed a Convolutional Neural Network that was trained receiving as input the spectrogram images associated to the segmented audio files. In addition, we also tested some other supervised learning algorithms, such as Support Vector Machine, Random Forest and Multilayer Perceptrons, exploiting informative numerical features extracted from the spectrograms. The performance showed how considering the whole time/frequency information of the spectrogram leads to significantly higher performance than considering a subset of numerical features. In the authors’ opinion, the experimental results may represent a valuable benchmark for future work in this research field.
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Affiliation(s)
- Marika Premoli
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- * E-mail:
| | - Daniele Baggi
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Marco Bianchetti
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Alessandro Gnutti
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Marco Bondaschi
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Andrea Mastinu
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | | | - Alberto Signoroni
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Riccardo Leonardi
- Department of Information Engineering, University of Brescia, Brescia, Italy
| | - Maurizio Memo
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Sara Anna Bonini
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
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Yamauchi T, Yoshioka T, Yamada D, Hamano T, Ohashi M, Matsumoto M, Iio K, Ikeda M, Kamei M, Otsuki T, Sato Y, Nii K, Suzuki M, Ichikawa H, Nagase H, Iriyama S, Yoshizawa K, Nishino S, Miyazaki S, Saitoh A. Cold-restraint stress–induced ultrasonic vocalization as a novel tool to measure anxiety in mice. Biol Pharm Bull 2021; 45:268-275. [DOI: 10.1248/bpb.b21-00776] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Tsugumi Yamauchi
- Laboratory of Pharmacology, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Toshinori Yoshioka
- Laboratory of Pharmacology, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Daisuke Yamada
- Laboratory of Pharmacology, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Takumi Hamano
- Laboratory of Pharmacology, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Misaki Ohashi
- Laboratory of Pharmacology, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Maki Matsumoto
- Laboratory of Bioinformatics, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Keita Iio
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba
| | | | | | | | | | | | | | - Hiroko Ichikawa
- Laboratory of Psychology, Noda Division, Institute of Arts and Sciences, Tokyo University of Science
| | - Hiroshi Nagase
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba
| | - Satoshi Iriyama
- Laboratory of Quantum information dynamics, Department of Information Sciences, Faculty of Science and Technology, Tokyo University of Science
| | - Kazumi Yoshizawa
- Laboratory of Disease Pharmacology, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | | | - Satoru Miyazaki
- Laboratory of Bioinformatics, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Akiyoshi Saitoh
- Laboratory of Pharmacology, Department of Pharmacy, Faculty of Pharmaceutical Sciences, Tokyo University of Science
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Faesel N, Kolodziejczyk MH, Koch M, Fendt M. Orexin deficiency affects sociability and the acquisition, expression, and extinction of conditioned social fear. Brain Res 2020; 1751:147199. [PMID: 33160959 DOI: 10.1016/j.brainres.2020.147199] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 09/06/2020] [Accepted: 11/01/2020] [Indexed: 12/19/2022]
Abstract
Accumulating evidence indicates that the central orexin (hypocretin) system plays an important role in regulating emotional processes in both humans and rodents. Thus, the orexin system has been repeatedly implicated in the pathophysiology of several neuropsychiatric disorders, such as anxiety disorders. Among others, symptoms like social fear and social withdrawal are frequently observed in these disorders. Based on this, we investigated the role of orexin deficiency in social (fear) behavior. For that, female and male orexin-deficient mice were tested for (1) sociability and social novelty, and (2) acquisition, expression, and extinction of conditioned social fear. We found that female orexin-deficient mice displayed reduced sociability and decreased preference for social novelty compared to their wild-type littermates. These effects of orexin deficiency were not observed in males. Moreover, orexin deficiency facilitated the acquisition and/or expression of conditioned social fear and impaired the extinction of social fear in both sexes. Taken together, our results indicate an important, partly sex-dependent, regulatory role of the orexin system in social (fear) behavior. Our findings support the hypothesis of orexin being an integrator of motivation, affect, and emotion.
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Affiliation(s)
- Nadine Faesel
- Institute for Pharmacology and Toxicology, Otto von Guericke University Magdeburg, Leipziger Straße 44, D-39120 Magdeburg, Germany; Department of Neuropharmacology, Brain Research Institute, University of Bremen, Hochschulring 18, D-28359 Bremen, Germany.
| | - Malgorzata H Kolodziejczyk
- Institute for Pharmacology and Toxicology, Otto von Guericke University Magdeburg, Leipziger Straße 44, D-39120 Magdeburg, Germany
| | - Michael Koch
- Department of Neuropharmacology, Brain Research Institute, University of Bremen, Hochschulring 18, D-28359 Bremen, Germany
| | - Markus Fendt
- Institute for Pharmacology and Toxicology, Otto von Guericke University Magdeburg, Leipziger Straße 44, D-39120 Magdeburg, Germany; Center for Behavioral Brain Sciences, Otto von Guericke University Magdeburg, Leipziger Straße 44, D-39120 Magdeburg, Germany
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48
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Marconi MA, Nicolakis D, Abbasi R, Penn DJ, Zala SM. Ultrasonic courtship vocalizations of male house mice contain distinct individual signatures. Anim Behav 2020. [DOI: 10.1016/j.anbehav.2020.09.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Caruso A, Ricceri L, Scattoni ML. Ultrasonic vocalizations as a fundamental tool for early and adult behavioral phenotyping of Autism Spectrum Disorder rodent models. Neurosci Biobehav Rev 2020; 116:31-43. [DOI: 10.1016/j.neubiorev.2020.06.011] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Revised: 05/08/2020] [Accepted: 06/05/2020] [Indexed: 12/12/2022]
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50
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Rivera-Irizarry JK, Skelly MJ, Pleil KE. Social Isolation Stress in Adolescence, but not Adulthood, Produces Hypersocial Behavior in Adult Male and Female C57BL/6J Mice. Front Behav Neurosci 2020; 14:129. [PMID: 32792924 PMCID: PMC7394086 DOI: 10.3389/fnbeh.2020.00129] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 06/30/2020] [Indexed: 12/23/2022] Open
Abstract
Chronic stress during the developmental period of adolescence increases susceptibility to many neuropsychiatric diseases in adulthood, including anxiety, affective, and alcohol/substance use disorders. Preclinical rodent models of adolescent stress have produced varying results that are species, strain, sex, and laboratory-dependent. However, adolescent social isolation is a potent stressor in humans that has been reliably modeled in male rats, increasing adult anxiety-like and alcohol drinking behaviors, among others. In this study, we examined the generalizability and sex-dependence of this model in C57BL/6J mice, the most commonly used rodent strain in neuroscience research. We also performed a parallel study using social isolation in adulthood to understand the impact of adult social isolation on basal behavioral phenotypes. We found that 6 weeks of social isolation with minimal handling in adolescence through early adulthood [postnatal day (PD) 28-70] produced a hypersocial phenotype in both male and female mice and an anxiolytic phenotype in the elevated plus-maze in female mice. However, it had no effects in other assays for avoidance behavior or on fear conditioning, alcohol drinking, reward or aversion sensitivity, or novel object exploration in either sex. In contrast, 6 weeks of social isolation in adulthood beginning at PD77 produced an anxiogenic phenotype in the light/dark box but had no effects on any other assays. Altogether, our results suggest that: (1) adolescence is a critical period for social stress in C57BL/6J mice, producing aberrant social behavior in a sex-independent manner; and (2) chronic individual housing in adulthood does not alter basal behavioral phenotypes that may confound interpretation of behavior following other laboratory manipulations.
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Affiliation(s)
- Jean K. Rivera-Irizarry
- Graduate Program in Neuroscience, Weill Cornell Medicine Graduate School of Medical Sciences, Cornell University, New York, NY, United States
| | - Mary Jane Skelly
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Kristen E. Pleil
- Graduate Program in Neuroscience, Weill Cornell Medicine Graduate School of Medical Sciences, Cornell University, New York, NY, United States
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, United States
- Graduate Program in Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, United States
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