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Laroche M, Lessard-Beaudoin M, Garcia-Miralles M, Kreidy C, Peachey E, Leavitt BR, Pouladi MA, Graham RK. Early deficits in olfaction are associated with structural and molecular alterations in the olfactory system of a Huntington disease mouse model. Hum Mol Genet 2020; 29:2134-2147. [PMID: 32436947 DOI: 10.1093/hmg/ddaa099] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 04/25/2020] [Accepted: 05/12/2020] [Indexed: 12/22/2022] Open
Abstract
Olfactory dysfunction and altered neurogenesis are observed in several neurodegenerative disorders including Huntington disease (HD). These deficits occur early and correlate with a decline in global cognitive performance, depression and structural abnormalities of the olfactory system including the olfactory epithelium, bulb and cortices. However, the role of olfactory system dysfunction in the pathogenesis of HD remains poorly understood and the mechanisms underlying this dysfunction are unknown. We show that deficits in odour identification, discrimination and memory occur in HD individuals. Assessment of the olfactory system in an HD murine model demonstrates structural abnormalities in the olfactory bulb (OB) and piriform cortex, the primary cortical recipient of OB projections. Furthermore, a decrease in piriform neuronal counts and altered expression levels of neuronal nuclei and tyrosine hydroxylase in the OB are observed in the YAC128 HD model. Similar to the human HD condition, olfactory dysfunction is an early phenotype in the YAC128 mice and concurrent with caspase activation in the murine HD OB. These data provide a link between the structural olfactory brain region atrophy and olfactory dysfunction in HD and suggest that cell proliferation and cell death pathways are compromised and may contribute to the olfactory deficits in HD.
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Affiliation(s)
- M Laroche
- Research Center on Aging, CIUSSS-IUGS de l'Estrie-CHUS, FMSS, Department of Pharmacology and Physiology, University of Sherbrooke, Quebec J1K 2R1, Canada
| | - M Lessard-Beaudoin
- Research Center on Aging, CIUSSS-IUGS de l'Estrie-CHUS, FMSS, Department of Pharmacology and Physiology, University of Sherbrooke, Quebec J1K 2R1, Canada
| | - M Garcia-Miralles
- Translational Laboratory in Genetic Medicine, Agency for Science, Technology and Research (ASTAR), Singapore 138632
| | - C Kreidy
- Translational Laboratory in Genetic Medicine, Agency for Science, Technology and Research (ASTAR), Singapore 138632
| | - E Peachey
- Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, University of British Columbia, Vancouver V6T 1Z4, Canada
| | - B R Leavitt
- Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, University of British Columbia, Vancouver V6T 1Z4, Canada
| | - M A Pouladi
- Translational Laboratory in Genetic Medicine, Agency for Science, Technology and Research (ASTAR), Singapore 138632.,Departments of Medicine and Physiology, National University of Singapore, Singapore 119077
| | - R K Graham
- Research Center on Aging, CIUSSS-IUGS de l'Estrie-CHUS, FMSS, Department of Pharmacology and Physiology, University of Sherbrooke, Quebec J1K 2R1, Canada
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Heath CJ, O'Callaghan C, Mason SL, Phillips BU, Saksida LM, Robbins TW, Barker RA, Bussey TJ, Sahakian BJ. A Touchscreen Motivation Assessment Evaluated in Huntington's Disease Patients and R6/1 Model Mice. Front Neurol 2019; 10:858. [PMID: 31447770 PMCID: PMC6696591 DOI: 10.3389/fneur.2019.00858] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2019] [Accepted: 07/24/2019] [Indexed: 12/18/2022] Open
Abstract
Apathy is pervasive across many neuropsychiatric disorders but is poorly characterized mechanistically, so targeted therapeutic interventions remain elusive. A key impediment has been the lack of validated assessment tools to facilitate translation of promising findings between preclinical disease models and patients. Apathy is a common symptom in Huntington's disease. Due to its established genetic basis and the availability of defined animal models, this disease offers a robust translational framework for linking motivated behavior with underlying neurobiology and an ideal context in which to evaluate a quantitative, translational apathy assessment method. In this study we therefore aimed to demonstrate the validity of using touchscreen-delivered progressive ratio tasks to mirror apathy assessment in Huntington's disease patients and a representative mouse model. To do this we evaluated Huntington's disease patients (n = 23) and age-matched healthy controls (n = 20), and male R6/1 mice (n = 23) and wildtype controls (n = 29) for apathy-like behavior using touchscreen-delivered progressive ratio tasks. The primary outcome measure of the assessment was breakpoint, defined as the highest number of touchscreen responses emitted before task engagement ceased. Patients and R6/1 mice were both found to exhibit significantly reduced breakpoints relative to their respective control groups, consistent with apathy-like behavior. This performance was also not associated with motoric differences in either species. These data demonstrate the utility of touchscreen-delivered progressive ratio tasks in detecting clinically relevant motivational deficits in Huntington's disease. This approach may offer a platform from which clinically relevant mechanistic insights concerning motivation symptoms can be derived and provide an effective route for translation of promising preclinical findings into viable therapeutic interventions.
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Affiliation(s)
- Christopher J. Heath
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
- School of Life, Health and Chemical Sciences, The Open University, Milton Keynes, United Kingdom
| | - Claire O'Callaghan
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
- Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia
| | - Sarah L. Mason
- John van Geest Centre for Brain Repair, Addenbrooke's Hospital, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Benjamin U. Phillips
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
| | - Lisa M. Saksida
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
- Department of Physiology and Pharmacology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Trevor W. Robbins
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
| | - Roger A. Barker
- John van Geest Centre for Brain Repair, Addenbrooke's Hospital, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Timothy J. Bussey
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
- Department of Physiology and Pharmacology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Barbara J. Sahakian
- Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
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Vogel AP, Tsanas A, Scattoni ML. Quantifying ultrasonic mouse vocalizations using acoustic analysis in a supervised statistical machine learning framework. Sci Rep 2019; 9:8100. [PMID: 31147563 PMCID: PMC6542843 DOI: 10.1038/s41598-019-44221-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 05/13/2019] [Indexed: 11/18/2022] Open
Abstract
Examination of rodent vocalizations in experimental conditions can yield valuable insights into how disease manifests and progresses over time. It can also be used as an index of social interest, motivation, emotional development or motor function depending on the animal model under investigation. Most mouse communication is produced in ultrasonic frequencies beyond human hearing. These ultrasonic vocalizations (USV) are typically described and evaluated using expert defined classification of the spectrographic appearance or simplistic acoustic metrics resulting in nine call types. In this study, we aimed to replicate the standard expert-defined call types of communicative vocal behavior in mice by using acoustic analysis to characterize USVs and a principled supervised learning setup. We used four feature selection algorithms to select parsimonious subsets with maximum predictive accuracy, which are then presented into support vector machines (SVM) and random forests (RF). We assessed the resulting models using 10-fold cross-validation with 100 repetitions for statistical confidence and found that a parsimonious subset of 8 acoustic measures presented to RF led to 85% correct out-of-sample classification, replicating the experts’ labels. Acoustic measures can be used by labs to describe USVs and compare data between groups, and provide insight into vocal-behavioral patterns of mice by automating the process on matching the experts’ call types.
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Affiliation(s)
- Adam P Vogel
- Centre for Neuroscience of Speech, The University of Melbourne, Victoria, Australia. .,Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany. .,Redenlab, Victoria, Australia.
| | - Athanasios Tsanas
- Usher Institute of Population Health Sciences and Informatics, Medical School, University of Edinburgh, Edinburgh, UK.,Oxford Centre for Industrial and Applied Mathematics, Mathematical Institute, University of Oxford, Oxford, UK
| | - Maria Luisa Scattoni
- Research Coordination and Support Service, Istituto Superiore di Sanità, Rome, Italy
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Olfactory bulb atrophy and caspase activation observed in the BACHD rat models of Huntington disease. Neurobiol Dis 2019; 125:219-231. [DOI: 10.1016/j.nbd.2019.02.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 12/14/2018] [Accepted: 02/04/2019] [Indexed: 01/08/2023] Open
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Prediger RD, Schamne MG, Sampaio TB, Moreira ELG, Rial D. Animal models of olfactory dysfunction in neurodegenerative diseases. HANDBOOK OF CLINICAL NEUROLOGY 2019; 164:431-452. [PMID: 31604561 DOI: 10.1016/b978-0-444-63855-7.00024-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Olfactory dysfunction seems to occur earlier than classic motor and cognitive symptoms in many neurodegenerative diseases, including Parkinson's disease (PD) and Alzheimer's disease (AD). Thus, the use of the olfactory system as a clinical marker for neurodegenerative diseases is helpful in the characterization of prodromal stages of these diseases, early diagnostic strategies, differential diagnosis, and, potentially, prediction of treatment success. The use of genetic and neurotoxin animal models has contributed to the understanding of the mechanisms underlying olfactory dysfunction in a number of neurodegenerative diseases. In this chapter, we provide an overview of behavioral and neurochemical alterations observed in animal models of different neurodegenerative diseases (such as genetic and Aβ infusion models for AD and neurotoxins and genetic models of PD), in which olfactory dysfunction has been described.
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Affiliation(s)
- Rui D Prediger
- Department of Pharmacology, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Brazil.
| | - Marissa G Schamne
- Department of Pharmacology, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Tuane B Sampaio
- Department of Pharmacology, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Eduardo L G Moreira
- Department of Physiological Sciences, Center of Biological Sciences¸ Federal University of Santa Catarina, Florianópolis, Brazil
| | - Daniel Rial
- Department of Pharmacology, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Brazil
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Greenberg GD, Phillips TJ, Crabbe JC. Effects of acute alcohol withdrawal on nest building in mice selectively bred for alcohol withdrawal severity. Physiol Behav 2016; 165:257-66. [PMID: 27503811 PMCID: PMC5245172 DOI: 10.1016/j.physbeh.2016.08.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Revised: 08/03/2016] [Accepted: 08/04/2016] [Indexed: 11/19/2022]
Abstract
Nest building has been used to assess thermoregulatory behavior and positive motivational states in mice. There are known genetic influences on ethanol withdrawal severity as well as individual/thermoregulatory nest building. Withdrawal Seizure-Prone (WSP-1, WSP-2) and Withdrawal Seizure-Resistant (WSR-1, WSR-2) mice were selectively bred for high vs low handling-induced convulsion (HIC) severity, respectively, during withdrawal from chronic ethanol vapor inhalation. They also differ in HIC severity during withdrawal from an acute, 4g/kg ethanol injection. In our initial study, withdrawal from an acute dose of ethanol dose-dependently impaired nest building over the initial 24h of withdrawal in genetically segregating Withdrawal Seizure Control (WSC) mice. In two further studies, acute ethanol withdrawal suppressed nest building for up to two days in WSP-1 females. Deficits in nest building from ethanol were limited to the initial 10h of withdrawal in WSR-1 females and to the initial 24h of withdrawal in WSP-1 and WSR-1 males. Effects of ethanol on nest building for up to two days were found in WSP-2 and WSR-2 mice of both sexes. Nest building deficits in female mice from the first replicate could not be explained by a general decrease in locomotor behavior. These results suggest that nest building is a novel behavioral phenotype for indexing the severity of acute ethanol withdrawal, and that genes contributing to this trait differ from those affecting acute withdrawal HIC severity.
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Affiliation(s)
- Gian D Greenberg
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA; Portland Alcohol Research Center, Portland, OR, USA; VA Portland Health Care System, Portland, OR, USA.
| | - Tamara J Phillips
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA; Portland Alcohol Research Center, Portland, OR, USA; Methamphetamine Abuse Research Center, Portland, OR, USA; VA Portland Health Care System, Portland, OR, USA
| | - John C Crabbe
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA; Portland Alcohol Research Center, Portland, OR, USA; Methamphetamine Abuse Research Center, Portland, OR, USA; VA Portland Health Care System, Portland, OR, USA
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Mo C, Hannan AJ, Renoir T. Environmental factors as modulators of neurodegeneration: Insights from gene–environment interactions in Huntington's disease. Neurosci Biobehav Rev 2015; 52:178-92. [DOI: 10.1016/j.neubiorev.2015.03.003] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Revised: 02/13/2015] [Accepted: 03/03/2015] [Indexed: 12/11/2022]
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