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Croom K, Rumschlag JA, Molinaro G, Erickson MA, Binder DK, Huber KM, Razak KA. Developmental trajectory and sex differences in auditory processing in a PTEN-deletion model of autism spectrum disorders. Neurobiol Dis 2024; 200:106628. [PMID: 39111703 DOI: 10.1016/j.nbd.2024.106628] [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: 04/01/2024] [Revised: 07/31/2024] [Accepted: 08/02/2024] [Indexed: 08/16/2024] Open
Abstract
Autism Spectrum Disorders (ASD) encompass a wide array of debilitating symptoms, including severe sensory deficits and abnormal language development. Sensory deficits early in development may lead to broader symptomatology in adolescents and adults. The mechanistic links between ASD risk genes, sensory processing and language impairment are unclear. There is also a sex bias in ASD diagnosis and symptomatology. The current study aims to identify the developmental trajectory and genotype- and sex-dependent differences in auditory sensitivity and temporal processing in a Pten-deletion (phosphatase and tensin homolog missing on chromosome 10) mouse model of ASD. Auditory temporal processing is crucial for speech recognition and language development and deficits will cause language impairments. However, very little is known about the development of temporal processing in ASD animal models, and if there are sex differences. To address this major gap, we recorded epidural electroencephalography (EEG) signals from the frontal (FC) and auditory (AC) cortex in developing and adult Nse-cre PTEN mice, in which Pten is deleted in specific cortical layers (layers III-V) (PTEN conditional knock-out (cKO). We quantified resting EEG spectral power distribution, auditory event related potentials (ERP) and temporal processing from awake and freely moving male and female mice. Temporal processing is measured using a gap-in-noise-ASSR (auditory steady state response) stimulus paradigm. The experimental manipulation of gap duration and modulation depth allows us to measure cortical entrainment to rapid gaps in sounds. Temporal processing was quantified using inter-trial phase clustering (ITPC) values that account for phase consistency across trials. The results show genotype differences in resting power distribution in PTEN cKO mice throughout development. Male and female cKO mice have significantly increased beta power but decreased high frequency oscillations in the AC and FC. Both male and female PTEN cKO mice show diminished ITPC in their gap-ASSR responses in the AC and FC compared to control mice. Overall, deficits become more prominent in adult (p60) mice, with cKO mice having significantly increased sound evoked power and decreased ITPC compared to controls. While both male and female cKO mice demonstrated severe temporal processing deficits across development, female cKO mice showed increased hypersensitivity compared to males, reflected as increased N1 and P2 amplitudes. These data identify a number of novel sensory processing deficits in a PTEN-ASD mouse model that are present from an early age. Abnormal temporal processing and hypersensitive responses may contribute to abnormal development of language function in ASD.
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Affiliation(s)
- Katilynne Croom
- Graduate Neuroscience Program, University of California, Riverside, United States of America
| | - Jeffrey A Rumschlag
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, Charleston, United States of America
| | - Gemma Molinaro
- Department of Neuroscience, O'Donnell Brain Institute, UT Southwestern Medical Center, Dallas, TX, United States of America
| | - Michael A Erickson
- Psychology Department, University of California, Riverside, United States of America
| | - Devin K Binder
- Graduate Neuroscience Program, University of California, Riverside, United States of America; Biomedical Sciences, School of Medicine, University of California, Riverside, United States of America
| | - Kimberly M Huber
- Department of Neuroscience, O'Donnell Brain Institute, UT Southwestern Medical Center, Dallas, TX, United States of America
| | - Khaleel A Razak
- Graduate Neuroscience Program, University of California, Riverside, United States of America; Psychology Department, University of California, Riverside, United States of America.
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Croom K, Rumschlag JA, Erickson MA, Binder D, Razak KA. Sex differences during development in cortical temporal processing and event related potentials in wild-type and fragile X syndrome model mice. J Neurodev Disord 2024; 16:24. [PMID: 38720271 PMCID: PMC11077726 DOI: 10.1186/s11689-024-09539-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 04/17/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) is currently diagnosed in approximately 1 in 44 children in the United States, based on a wide array of symptoms, including sensory dysfunction and abnormal language development. Boys are diagnosed ~ 3.8 times more frequently than girls. Auditory temporal processing is crucial for speech recognition and language development. Abnormal development of temporal processing may account for ASD language impairments. Sex differences in the development of temporal processing may underlie the differences in language outcomes in male and female children with ASD. To understand mechanisms of potential sex differences in temporal processing requires a preclinical model. However, there are no studies that have addressed sex differences in temporal processing across development in any animal model of ASD. METHODS To fill this major gap, we compared the development of auditory temporal processing in male and female wildtype (WT) and Fmr1 knock-out (KO) mice, a model of Fragile X Syndrome (FXS), a leading genetic cause of ASD-associated behaviors. Using epidural screw electrodes, we recorded auditory event related potentials (ERP) and auditory temporal processing with a gap-in-noise auditory steady state response (ASSR) paradigm at young (postnatal (p)21 and p30) and adult (p60) ages from both auditory and frontal cortices of awake, freely moving mice. RESULTS The results show that ERP amplitudes were enhanced in both sexes of Fmr1 KO mice across development compared to WT counterparts, with greater enhancement in adult female than adult male KO mice. Gap-ASSR deficits were seen in the frontal, but not auditory, cortex in early development (p21) in female KO mice. Unlike male KO mice, female KO mice show WT-like temporal processing at p30. There were no temporal processing deficits in the adult mice of both sexes. CONCLUSIONS These results show a sex difference in the developmental trajectories of temporal processing and hypersensitive responses in Fmr1 KO mice. Male KO mice show slower maturation of temporal processing than females. Female KO mice show stronger hypersensitive responses than males later in development. The differences in maturation rates of temporal processing and hypersensitive responses during various critical periods of development may lead to sex differences in language function, arousal and anxiety in FXS.
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Affiliation(s)
- Katilynne Croom
- Graduate Neuroscience Program, University of California, Riverside, USA
| | - Jeffrey A Rumschlag
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, Charleston, USA
| | - Michael A Erickson
- Department of Psychology, University of California, 900 University Avenue, Riverside, USA
| | - Devin Binder
- Graduate Neuroscience Program, University of California, Riverside, USA
- Biomedical Sciences, School of Medicine, University of California, Riverside, USA
| | - Khaleel A Razak
- Graduate Neuroscience Program, University of California, Riverside, USA.
- Department of Psychology, University of California, 900 University Avenue, Riverside, USA.
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Pagano J, Landi S, Stefanoni A, Nardi G, Albanesi M, Bauer HF, Pracucci E, Schön M, Ratto GM, Boeckers TM, Sala C, Verpelli C. Shank3 deletion in PV neurons is associated with abnormal behaviors and neuronal functions that are rescued by increasing GABAergic signaling. Mol Autism 2023; 14:28. [PMID: 37528484 PMCID: PMC10394945 DOI: 10.1186/s13229-023-00557-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 06/27/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND Phelan-McDermid syndrome (PMS) is a neurodevelopmental disorder characterized by developmental delay, intellectual disability, and autistic-like behaviors and is primarily caused by haploinsufficiency of SHANK3 gene. Currently, there is no specific treatment for PMS, highlighting the need for a better understanding of SHANK3 functions and the underlying pathophysiological mechanisms in the brain. We hypothesize that SHANK3 haploinsufficiency may lead to alterations in the inhibitory system, which could be linked to the excitatory/inhibitory imbalance observed in models of autism spectrum disorder (ASD). Investigation of these neuropathological features may shed light on the pathogenesis of PMS and potential therapeutic interventions. METHODS We recorded local field potentials and visual evoked responses in the visual cortex of Shank3∆11-/- mice. Then, to understand the impact of Shank3 in inhibitory neurons, we generated Pv-cre+/- Shank3Fl/Wt conditional mice, in which Shank3 was deleted in parvalbumin-positive neurons. We characterized the phenotype of this murine model and we compared this phenotype before and after ganaxolone administration. RESULTS We found, in the primary visual cortex, an alteration of the gain control of Shank3 KO compared with Wt mice, indicating a deficit of inhibition on pyramidal neurons. This alteration was rescued after the potentiation of GABAA receptor activity by Midazolam. Behavioral analysis showed an impairment in grooming, memory, and motor coordination of Pv-cre+/- Shank3Fl/Wt compared with Pv-cre+/- Shank3Wt/Wt mice. These deficits were rescued with ganaxolone, a positive modulator of GABAA receptors. Furthermore, we demonstrated that treatment with ganaxolone also ameliorated evocative memory deficits and repetitive behavior of Shank3 KO mice. LIMITATIONS Despite the significant findings of our study, some limitations remain. Firstly, the neurobiological mechanisms underlying the link between Shank3 deletion in PV neurons and behavioral alterations need further investigation. Additionally, the impact of Shank3 on other classes of inhibitory neurons requires further exploration. Finally, the pharmacological activity of ganaxolone needs further characterization to improve our understanding of its potential therapeutic effects. CONCLUSIONS Our study provides evidence that Shank3 deletion leads to an alteration in inhibitory feedback on cortical pyramidal neurons, resulting in cortical hyperexcitability and ASD-like behavioral problems. Specifically, cell type-specific deletion of Shank3 in PV neurons was associated with these behavioral deficits. Our findings suggest that ganaxolone may be a potential pharmacological approach for treating PMS, as it was able to rescue the behavioral deficits in Shank3 KO mice. Overall, our study highlights the importance of investigating the role of inhibitory neurons and potential therapeutic interventions in neurodevelopmental disorders such as PMS.
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Affiliation(s)
- Jessica Pagano
- CNR, Neuroscience Institute, Via Follereau 3, 20854, Vedano al Lambro, Milan, Italy
| | - Silvia Landi
- CNR, Neuroscience Institute, Pisa, Italy
- NEST, Istituto Nanoscienze-CNR and Scuola Normale Superiore, Pisa, Italy
| | - Alessia Stefanoni
- CNR, Neuroscience Institute, Via Follereau 3, 20854, Vedano al Lambro, Milan, Italy
| | - Gabriele Nardi
- NEST, Istituto Nanoscienze-CNR and Scuola Normale Superiore, Pisa, Italy
| | - Marica Albanesi
- NEST, Istituto Nanoscienze-CNR and Scuola Normale Superiore, Pisa, Italy
| | - Helen F Bauer
- Institute for Anatomy and Cell Biology, Ulm University, Ulm, Germany
| | - Enrico Pracucci
- NEST, Istituto Nanoscienze-CNR and Scuola Normale Superiore, Pisa, Italy
| | - Michael Schön
- Institute for Anatomy and Cell Biology, Ulm University, Ulm, Germany
| | - Gian Michele Ratto
- CNR, Neuroscience Institute, Pisa, Italy
- NEST, Istituto Nanoscienze-CNR and Scuola Normale Superiore, Pisa, Italy
- Padova Neuroscience Center, Università degli Studi di Padova, Padua, Italy
| | - Tobias M Boeckers
- Institute for Anatomy and Cell Biology, Ulm University, Ulm, Germany
- DZNE, Ulm Site, Ulm, Germany
| | - Carlo Sala
- CNR, Neuroscience Institute, Via Follereau 3, 20854, Vedano al Lambro, Milan, Italy
| | - Chiara Verpelli
- CNR, Neuroscience Institute, Via Follereau 3, 20854, Vedano al Lambro, Milan, Italy.
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Croom K, Rumschlag JA, Erickson MA, Binder DK, Razak KA. Developmental delays in cortical auditory temporal processing in a mouse model of Fragile X syndrome. J Neurodev Disord 2023; 15:23. [PMID: 37516865 PMCID: PMC10386252 DOI: 10.1186/s11689-023-09496-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/18/2023] [Indexed: 07/31/2023] Open
Abstract
BACKGROUND Autism spectrum disorders (ASD) encompass a wide array of debilitating symptoms, including sensory dysfunction and delayed language development. Auditory temporal processing is crucial for speech perception and language development. Abnormal development of temporal processing may account for the language impairments associated with ASD. Very little is known about the development of temporal processing in any animal model of ASD. METHODS In the current study, we quantify auditory temporal processing throughout development in the Fmr1 knock-out (KO) mouse model of Fragile X Syndrome (FXS), a leading genetic cause of intellectual disability and ASD-associated behaviors. Using epidural electrodes in awake and freely moving wildtype (WT) and KO mice, we recorded auditory event related potentials (ERP) and auditory temporal processing with a gap-in-noise auditory steady state response (gap-ASSR) paradigm. Mice were recorded at three different ages in a cross sectional design: postnatal (p)21, p30 and p60. Recordings were obtained from both auditory and frontal cortices. The gap-ASSR requires underlying neural generators to synchronize responses to gaps of different widths embedded in noise, providing an objective measure of temporal processing across genotypes and age groups. RESULTS We present evidence that the frontal, but not auditory, cortex shows significant temporal processing deficits at p21 and p30, with poor ability to phase lock to rapid gaps in noise. Temporal processing was similar in both genotypes in adult mice. ERP amplitudes were larger in Fmr1 KO mice in both auditory and frontal cortex, consistent with ERP data in humans with FXS. CONCLUSIONS These data indicate cortical region-specific delays in temporal processing development in Fmr1 KO mice. Developmental delays in the ability of frontal cortex to follow rapid changes in sounds may shape language delays in FXS, and more broadly in ASD.
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Affiliation(s)
- Katilynne Croom
- Graduate Neuroscience Program, University of California, Riverside, USA
| | - Jeffrey A Rumschlag
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, Charleston, USA
| | | | - Devin K Binder
- Graduate Neuroscience Program, University of California, Riverside, USA
- Biomedical Sciences, School of Medicine, University of California, Riverside, USA
| | - Khaleel A Razak
- Graduate Neuroscience Program, University of California, Riverside, USA.
- Department of Psychology, University of California, Riverside, USA.
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Paranormal believers show reduced resting EEG beta band oscillations and inhibitory control than skeptics. Sci Rep 2023; 13:3258. [PMID: 36828909 PMCID: PMC9958009 DOI: 10.1038/s41598-023-30457-7] [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: 02/16/2022] [Accepted: 02/23/2023] [Indexed: 02/26/2023] Open
Abstract
Paranormal believers' thinking is frequently biased by intuitive beliefs. Lack of inhibition of these tempting beliefs is considered a key element in paranormal believers' thinking. However, the brain activity related to inhibitory control in paranormal believers is poorly understood. We examined EEG activities at resting state in alpha, beta, and gamma bands with inhibitory control in paranormal believers and skeptics. The present study shows that paranormal belief is related to the reduced power of the alpha, beta, and gamma frequency bands, and reduced inhibitory control. This study may contribute to understanding the differences between believers and skeptics in brain activity related to inhibitory control in paranormal believers.
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Kat R, Kas MJH. Largely unaffected auditory and visual sensory processing phenotypes in the evoked potentials of Fmr1 KO2 mice. Eur J Neurosci 2022; 56:5260-5273. [PMID: 36017614 PMCID: PMC9826194 DOI: 10.1111/ejn.15808] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 01/11/2023]
Abstract
Sensory sensitivity symptoms are common in autism spectrum disorders and fragile X syndrome. Mainly in the auditory modality, disturbed processing has been found in both fragile X patients and the corresponding genetic mouse model, the Fmr1 knockout mouse. Here, we tried to replicate the auditory deficits and assess whether also visual processing is affected, using electroencephalography readouts under freely behaving conditions in the second-generation Fmr1 knockout mice. No differences between wild-type and knockout animals were found in single auditory and visual evoked potentials in response to pure sine tones and full-field light flashes. Visual sensory gating was enhanced in the early but not the late components of the evoked potentials, but no changes were found in auditory sensory gating. The higher harmonics of the synchronisation response to flickering visual stimuli seemed to be reduced with 10, but not 20 or 40 Hz, stimulation. However, this effect was not reproduced in an independent second cohort of animals. No synchronisation differences were found in response to a chirp stimulus, of which the frequency steadily increased. Taken together, this study could not reproduce earlier reported increased amplitudes in auditory responses, nor could it convincingly show that synchronisation deficits found to be present in the auditory modality also existed in the visual modality. The discrepancies within this study as well as between various studies assessing sensory processing in the Fmr1 KO raise questions about the external validity of these phenotypes and warrant careful interpretation of these phenotypes.
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Affiliation(s)
- Renate Kat
- Groningen Institute for Evolutionary Life Sciences (GELIFES)University of GroningenGroningenThe Netherlands
| | - Martien J. H. Kas
- Groningen Institute for Evolutionary Life Sciences (GELIFES)University of GroningenGroningenThe Netherlands
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Blok LER, Boon M, van Reijmersdal B, Höffler KD, Fenckova M, Schenck A. Genetics, molecular control and clinical relevance of habituation learning. Neurosci Biobehav Rev 2022; 143:104883. [PMID: 36152842 DOI: 10.1016/j.neubiorev.2022.104883] [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: 04/22/2022] [Revised: 08/08/2022] [Accepted: 08/30/2022] [Indexed: 11/29/2022]
Abstract
Habituation is the most fundamental form of learning. As a firewall that protects our brain from sensory overload, it is indispensable for cognitive processes. Studies in humans and animal models provide increasing evidence that habituation is affected in autism and related monogenic neurodevelopmental disorders (NDDs). An integrated application of habituation assessment in NDDs and their animal models has unexploited potential for neuroscience and medical care. With the aim to gain mechanistic insights, we systematically retrieved genes that have been demonstrated in the literature to underlie habituation. We identified 258 evolutionarily conserved genes across species, describe the biological processes they converge on, and highlight regulatory pathways and drugs that may alleviate habituation deficits. We also summarize current habituation paradigms and extract the most decisive arguments that support the crucial role of habituation for cognition in health and disease. We conclude that habituation is a conserved, quantitative, cognition- and disease-relevant process that can connect preclinical and clinical work, and hence is a powerful tool to advance research, diagnostics, and treatment of NDDs.
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Affiliation(s)
- Laura Elisabeth Rosalie Blok
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA, Nijmegen, the Netherlands.
| | - Marina Boon
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA, Nijmegen, the Netherlands.
| | - Boyd van Reijmersdal
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA, Nijmegen, the Netherlands.
| | - Kira Daniela Höffler
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA, Nijmegen, the Netherlands.
| | - Michaela Fenckova
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA, Nijmegen, the Netherlands; Department of Molecular Biology and Genetics, Faculty of Science, University of South Bohemia in Ceske Budejovice, Branisovska 31, 37005, Ceske Budejovice, Czech Republic.
| | - Annette Schenck
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA, Nijmegen, the Netherlands.
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Electrophysiological and Behavioral Evidence for Hyper- and Hyposensitivity in Rare Genetic Syndromes Associated with Autism. Genes (Basel) 2022; 13:genes13040671. [PMID: 35456477 PMCID: PMC9027402 DOI: 10.3390/genes13040671] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/29/2022] [Accepted: 04/05/2022] [Indexed: 01/27/2023] Open
Abstract
Our study reviewed abnormalities in spontaneous, as well as event-related, brain activity in syndromes with a known genetic underpinning that are associated with autistic symptomatology. Based on behavioral and neurophysiological evidence, we tentatively subdivided the syndromes on primarily hyper-sensitive (Fragile X, Angelman) and hypo-sensitive (Phelan–McDermid, Rett, Tuberous Sclerosis, Neurofibromatosis 1), pointing to the way of segregation of heterogeneous idiopathic ASD, that includes both hyper-sensitive and hypo-sensitive individuals. This segmentation links abnormalities in different genes, such as FMR1, UBE3A, GABRB3, GABRA5, GABRG3, SHANK3, MECP2, TSC1, TSC2, and NF1, that are causative to the above-mentioned syndromes and associated with synaptic transmission and cell growth, as well as with translational and transcriptional regulation and with sensory sensitivity. Excitation/inhibition imbalance related to GABAergic signaling, and the interplay of tonic and phasic inhibition in different brain regions might underlie this relationship. However, more research is needed. As most genetic syndromes are very rare, future investigations in this field will benefit from multi-site collaboration with a common protocol for electrophysiological and event-related potential (EEG/ERP) research that should include an investigation into all modalities and stages of sensory processing, as well as potential biomarkers of GABAergic signaling (such as 40-Hz ASSR).
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Marquez-Legorreta E, Constantin L, Piber M, Favre-Bulle IA, Taylor MA, Blevins AS, Giacomotto J, Bassett DS, Vanwalleghem GC, Scott EK. Brain-wide visual habituation networks in wild type and fmr1 zebrafish. Nat Commun 2022; 13:895. [PMID: 35173170 PMCID: PMC8850451 DOI: 10.1038/s41467-022-28299-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 01/12/2022] [Indexed: 11/09/2022] Open
Abstract
Habituation is a form of learning during which animals stop responding to repetitive stimuli, and deficits in habituation are characteristic of several psychiatric disorders. Due to technical challenges, the brain-wide networks mediating habituation are poorly understood. Here we report brain-wide calcium imaging during larval zebrafish habituation to repeated visual looming stimuli. We show that different functional categories of loom-sensitive neurons are located in characteristic locations throughout the brain, and that both the functional properties of their networks and the resulting behavior can be modulated by stimulus saliency and timing. Using graph theory, we identify a visual circuit that habituates minimally, a moderately habituating midbrain population proposed to mediate the sensorimotor transformation, and downstream circuit elements responsible for higher order representations and the delivery of behavior. Zebrafish larvae carrying a mutation in the fmr1 gene have a systematic shift toward sustained premotor activity in this network, and show slower behavioral habituation.
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Affiliation(s)
- Emmanuel Marquez-Legorreta
- The Queensland Brain Institute, The University of Queensland, St Lucia, QLD, 4072, Australia.,Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, USA
| | - Lena Constantin
- The Queensland Brain Institute, The University of Queensland, St Lucia, QLD, 4072, Australia
| | - Marielle Piber
- School of Medicine, Medical Sciences, and Nutrition, University of Aberdeen, Aberdeen, AB25 2ZD, UK
| | - Itia A Favre-Bulle
- The Queensland Brain Institute, The University of Queensland, St Lucia, QLD, 4072, Australia.,School of Mathematics and Physics, The University of Queensland, St Lucia, QLD, 4072, Australia
| | - Michael A Taylor
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, QLD, 4072, Australia
| | - Ann S Blevins
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jean Giacomotto
- The Queensland Brain Institute, The University of Queensland, St Lucia, QLD, 4072, Australia.,Queensland Centre for Mental Health Research, West Moreton Hospital and Health Service, Wacol, QLD, 4076, Australia.,Griffith Institute for Drug Discovery, School of Environment and Science, Griffith University, Brisbane, QLD, 4111, Australia.,Discovery Biology, Griffith University, Brisbane, QLD, 4111, Australia
| | - Dani S Bassett
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, USA.,Departments of Electrical & Systems Engineering, Physics & Astronomy, Neurology, Psychiatry, University of Pennsylvania, Philadelphia, PA, 19104, USA.,Santa Fe Institute, Santa Fe, NM, 87501, USA
| | - Gilles C Vanwalleghem
- The Queensland Brain Institute, The University of Queensland, St Lucia, QLD, 4072, Australia. .,Danish Research Institute of Translational Neuroscience - DANDRITE, Nordic-EMBL Partnership for Molecular Medicine, Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark.
| | - Ethan K Scott
- The Queensland Brain Institute, The University of Queensland, St Lucia, QLD, 4072, Australia.
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10
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Kenny A, Wright D, Stanfield AC. EEG as a translational biomarker and outcome measure in fragile X syndrome. Transl Psychiatry 2022; 12:34. [PMID: 35075104 PMCID: PMC8786970 DOI: 10.1038/s41398-022-01796-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 12/01/2021] [Accepted: 01/12/2022] [Indexed: 01/08/2023] Open
Abstract
Targeted treatments for fragile X syndrome (FXS) have frequently failed to show efficacy in clinical testing, despite success at the preclinical stages. This has highlighted the need for more effective translational outcome measures. EEG differences observed in FXS, including exaggerated N1 ERP amplitudes, increased resting gamma power and reduced gamma phase-locking in the sensory cortices, have been suggested as potential biomarkers of the syndrome. These abnormalities are thought to reflect cortical hyper excitability resulting from an excitatory (glutamate) and inhibitory (GABAergic) imbalance in FXS, which has been the target of several pharmaceutical remediation studies. EEG differences observed in humans also show similarities to those seen in laboratory models of FXS, which may allow for greater translational equivalence and better predict clinical success of putative therapeutics. There is some evidence from clinical trials showing that treatment related changes in EEG may be associated with clinical improvements, but these require replication and extension to other medications. Although the use of EEG characteristics as biomarkers is still in the early phases, and further research is needed to establish its utility in clinical trials, the current research is promising and signals the emergence of an effective translational biomarker.
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Affiliation(s)
- Aisling Kenny
- Patrick Wild Centre, Division of Psychiatry, Kennedy Tower, Royal Edinburgh Hospital, University of Edinburgh, EH10 5HF, Edinburgh, UK.
| | - Damien Wright
- grid.4305.20000 0004 1936 7988Patrick Wild Centre, Division of Psychiatry, Kennedy Tower, Royal Edinburgh Hospital, University of Edinburgh, EH10 5HF Edinburgh, UK
| | - Andrew C. Stanfield
- grid.4305.20000 0004 1936 7988Patrick Wild Centre, Division of Psychiatry, Kennedy Tower, Royal Edinburgh Hospital, University of Edinburgh, EH10 5HF Edinburgh, UK
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11
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Liu X, Kumar V, Tsai NP, Auerbach BD. Hyperexcitability and Homeostasis in Fragile X Syndrome. Front Mol Neurosci 2022; 14:805929. [PMID: 35069112 PMCID: PMC8770333 DOI: 10.3389/fnmol.2021.805929] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 12/14/2021] [Indexed: 01/13/2023] Open
Abstract
Fragile X Syndrome (FXS) is a leading inherited cause of autism and intellectual disability, resulting from a mutation in the FMR1 gene and subsequent loss of its protein product FMRP. Despite this simple genetic origin, FXS is a phenotypically complex disorder with a range of physical and neurocognitive disruptions. While numerous molecular and cellular pathways are affected by FMRP loss, there is growing evidence that circuit hyperexcitability may be a common convergence point that can account for many of the wide-ranging phenotypes seen in FXS. The mechanisms for hyperexcitability in FXS include alterations to excitatory synaptic function and connectivity, reduced inhibitory neuron activity, as well as changes to ion channel expression and conductance. However, understanding the impact of FMR1 mutation on circuit function is complicated by the inherent plasticity in neural circuits, which display an array of homeostatic mechanisms to maintain activity near set levels. FMRP is also an important regulator of activity-dependent plasticity in the brain, meaning that dysregulated plasticity can be both a cause and consequence of hyperexcitable networks in FXS. This makes it difficult to separate the direct effects of FMR1 mutation from the myriad and pleiotropic compensatory changes associated with it, both of which are likely to contribute to FXS pathophysiology. Here we will: (1) review evidence for hyperexcitability and homeostatic plasticity phenotypes in FXS models, focusing on similarities/differences across brain regions, cell-types, and developmental time points; (2) examine how excitability and plasticity disruptions interact with each other to ultimately contribute to circuit dysfunction in FXS; and (3) discuss how these synaptic and circuit deficits contribute to disease-relevant behavioral phenotypes like epilepsy and sensory hypersensitivity. Through this discussion of where the current field stands, we aim to introduce perspectives moving forward in FXS research.
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Affiliation(s)
- Xiaopeng Liu
- Deparment of Molecular & Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, IL, United States
- Beckman Institute for Advanced Science & Technology, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Vipendra Kumar
- Deparment of Molecular & Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Nien-Pei Tsai
- Deparment of Molecular & Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Benjamin D. Auerbach
- Deparment of Molecular & Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, IL, United States
- Beckman Institute for Advanced Science & Technology, University of Illinois at Urbana-Champaign, Urbana, IL, United States
- *Correspondence: Benjamin D. Auerbach
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12
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An WW, Nelson CA, Wilkinson CL. Neural response to repeated auditory stimuli and its association with early language ability in male children with Fragile X syndrome. Front Integr Neurosci 2022; 16:987184. [PMID: 36452884 PMCID: PMC9702328 DOI: 10.3389/fnint.2022.987184] [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: 07/05/2022] [Accepted: 10/24/2022] [Indexed: 11/16/2022] Open
Abstract
Background Fragile X syndrome (FXS) is the most prevalent form of inherited intellectual disability and is commonly associated with autism. Previous studies have linked the structural and functional alterations in FXS with impaired sensory processing and sensory hypersensitivity, which may hinder the early development of cognitive functions such as language comprehension. In this study, we compared the P1 response of the auditory evoked potential and its habituation to repeated auditory stimuli in male children (2-7 years old) with and without FXS, and examined their association with clinical measures in these two groups. Methods We collected high-density electroencephalography (EEG) data in an auditory oddball paradigm from 12 male children with FXS and 11 age- and sex-matched typically developing (TD) children. After standardized EEG pre-processing, we conducted a spatial principal component (PC) analysis and identified two major PCs-a frontal PC and a temporal PC. Within each PC, we compared the P1 amplitude and inter-trial phase coherence (ITPC) between the two groups, and performed a series of linear regression analysis to study the association between these EEG measures and several clinical measures, including assessment scores for language abilities, non-verbal skills, and sensory hypersensitivity. Results At the temporal PC, both early and late standard stimuli evoked a larger P1 response in FXS compared to TD participants. For temporal ITPC, the TD group showed greater habituation than the FXS group. However, neither group showed significant habituation of the frontal or temporal P1 response. Despite lack of habituation, exploratory analysis of brain-behavior associations observed that within the FXS group, reduced frontal P1 response to late standard stimuli, and increased frontal P1 habituation were both associated with better language scores. Conclusion We identified P1 amplitude and ITPC in the temporal region as a contrasting EEG phenotype between the FXS and the TD groups. However, only frontal P1 response and habituation were associated with language measures. Larger longitudinal studies are required to determine whether these EEG measures could be used as biomarkers for language development in patients with FXS.
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Affiliation(s)
- Winko W An
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, United States.,Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
| | - Charles A Nelson
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States.,Harvard Graduate School of Education, Cambridge, MA, United States
| | - Carol L Wilkinson
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
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13
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Restoration of FMRP expression in adult V1 neurons rescues visual deficits in a mouse model of fragile X syndrome. Protein Cell 2021; 13:203-219. [PMID: 34714519 PMCID: PMC8901859 DOI: 10.1007/s13238-021-00878-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 07/26/2021] [Indexed: 11/22/2022] Open
Abstract
Many people affected by fragile X syndrome (FXS) and autism spectrum disorders have sensory processing deficits, such as hypersensitivity to auditory, tactile, and visual stimuli. Like FXS in humans, loss of Fmr1 in rodents also cause sensory, behavioral, and cognitive deficits. However, the neural mechanisms underlying sensory impairment, especially vision impairment, remain unclear. It remains elusive whether the visual processing deficits originate from corrupted inputs, impaired perception in the primary sensory cortex, or altered integration in the higher cortex, and there is no effective treatment. In this study, we used a genetic knockout mouse model (Fmr1KO), in vivo imaging, and behavioral measurements to show that the loss of Fmr1 impaired signal processing in the primary visual cortex (V1). Specifically, Fmr1KO mice showed enhanced responses to low-intensity stimuli but normal responses to high-intensity stimuli. This abnormality was accompanied by enhancements in local network connectivity in V1 microcircuits and increased dendritic complexity of V1 neurons. These effects were ameliorated by the acute application of GABAA receptor activators, which enhanced the activity of inhibitory neurons, or by reintroducing Fmr1 gene expression in knockout V1 neurons in both juvenile and young-adult mice. Overall, V1 plays an important role in the visual abnormalities of Fmr1KO mice and it could be possible to rescue the sensory disturbances in developed FXS and autism patients.
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14
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Perche O, Lesne F, Patat A, Raab S, Twyman R, Ring RH, Briault S. Electroretinography and contrast sensitivity, complementary translational biomarkers of sensory deficits in the visual system of individuals with fragile X syndrome. J Neurodev Disord 2021; 13:45. [PMID: 34625026 PMCID: PMC8501595 DOI: 10.1186/s11689-021-09375-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 07/30/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Disturbances in sensory function are an important clinical feature of neurodevelopmental disorders such as fragile X syndrome (FXS). Evidence also directly connects sensory abnormalities with the clinical expression of behavioral impairments in individuals with FXS; thus, positioning sensory function as a potential clinical target for the development of new therapeutics. Using electroretinography (ERG) and contrast sensitivity (CS), we previously reported the presence of sensory deficits in the visual system of the Fmr1-/y genetic mouse model of FXS. The goals of the current study were two-folds: (1) to assess the feasibility of measuring ERG and CS as a biomarker of sensory deficits in individuals with FXS, and (2) to investigate whether the deficits revealed by ERG and CS in Fmr1-/y mice translate to humans with FXS. METHODS Both ERG and CS were measured in a cohort of male individuals with FXS (n = 20, 18-45 years) and age-matched healthy controls (n = 20, 18-45 years). Under light-adapted conditions, and using both single flash and flicker (repeated train of flashes) stimulation protocols, retinal function was recorded from individual subjects using a portable, handheld, full-field flash ERG device (RETeval®, LKC Technologies Inc., Gaithersburg, MD, USA). CS was assessed in each subject using the LEA SYMBOLS® low-contrast test (Good-Lite, Elgin, IL, USA). RESULTS Data recording was successfully completed for ERG and assessment of CS in most individuals from both cohorts demonstrating the feasibility of these methods for use in the FXS population. Similar to previously reported findings from the Fmr1-/y genetic mouse model, individuals with FXS were found to exhibit reduced b-wave and flicker amplitude in ERG and an impaired ability to discriminate contrasts compared to healthy controls. CONCLUSIONS This study demonstrates the feasibility of using ERG and CS for assessing visual deficits in FXS and establishes the translational validity of the Fmr1-/y mice phenotype to individuals with FXS. By including electrophysiological and functional readouts, the results of this study suggest the utility of both ERG and CS (ERG-CS) as complementary translational biomarkers for characterizing sensory abnormalities found in FXS, with potential applications to the clinical development of novel therapeutics that target sensory function abnormalities to treat core symptomatology in FXS. TRIAL REGISTRATION ID-RCB number 2019-A01015-52 registered on the 17 May 2019.
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Affiliation(s)
- Olivier Perche
- Genetic Department, Centre Hospitalier Régional d'Orléans, Orléans, France
- UMR7355, Centre National de la Recherche Scientifique (CNRS), Orléans, France
- Experimental and Molecular Immunology and Neurogenetics, University of Orléans, Orléans, France
- Kaerus Bioscience Ltd., London, EC1Y 4YX, UK
| | | | - Alain Patat
- Kaerus Bioscience Ltd., London, EC1Y 4YX, UK
| | | | | | - Robert H Ring
- Kaerus Bioscience Ltd., London, EC1Y 4YX, UK
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Sylvain Briault
- Genetic Department, Centre Hospitalier Régional d'Orléans, Orléans, France.
- UMR7355, Centre National de la Recherche Scientifique (CNRS), Orléans, France.
- Experimental and Molecular Immunology and Neurogenetics, University of Orléans, Orléans, France.
- Kaerus Bioscience Ltd., London, EC1Y 4YX, UK.
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15
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Razak KA, Binder DK, Ethell IM. Neural Correlates of Auditory Hypersensitivity in Fragile X Syndrome. Front Psychiatry 2021; 12:720752. [PMID: 34690832 PMCID: PMC8529206 DOI: 10.3389/fpsyt.2021.720752] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 08/16/2021] [Indexed: 01/20/2023] Open
Abstract
The mechanisms underlying the common association between autism spectrum disorders (ASD) and sensory processing disorders (SPD) are unclear, and treatment options to reduce atypical sensory processing are limited. Fragile X Syndrome (FXS) is a leading genetic cause of intellectual disability and ASD behaviors. As in most children with ASD, atypical sensory processing is a common symptom in FXS, frequently manifesting as sensory hypersensitivity. Auditory hypersensitivity is a highly debilitating condition in FXS that may lead to language delays, social anxiety and ritualized repetitive behaviors. Animal models of FXS, including Fmr1 knock out (KO) mouse, also show auditory hypersensitivity, providing a translation relevant platform to study underlying pathophysiological mechanisms. The focus of this review is to summarize recent studies in the Fmr1 KO mouse that identified neural correlates of auditory hypersensitivity. We review results of electroencephalography (EEG) recordings in the Fmr1 KO mice and highlight EEG phenotypes that are remarkably similar to EEG findings in humans with FXS. The EEG phenotypes associated with the loss of FMRP include enhanced resting EEG gamma band power, reduced cross frequency coupling, reduced sound-evoked synchrony of neural responses at gamma band frequencies, increased event-related potential amplitudes, reduced habituation of neural responses and increased non-phase locked power. In addition, we highlight the postnatal period when the EEG phenotypes develop and show a strong association of the phenotypes with enhanced matrix-metalloproteinase-9 (MMP-9) activity, abnormal development of parvalbumin (PV)-expressing inhibitory interneurons and reduced formation of specialized extracellular matrix structures called perineuronal nets (PNNs). Finally, we discuss how dysfunctions of inhibitory PV interneurons may contribute to cortical hyperexcitability and EEG abnormalities observed in FXS. Taken together, the studies reviewed here indicate that EEG recordings can be utilized in both pre-clinical studies and clinical trials, while at the same time, used to identify cellular and circuit mechanisms of dysfunction in FXS. New therapeutic approaches that reduce MMP-9 activity and restore functions of PV interneurons may succeed in reducing FXS sensory symptoms. Future studies should examine long-lasting benefits of developmental vs. adult interventions on sensory phenotypes.
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Affiliation(s)
- Khaleel A. Razak
- Department of Psychology, University of California, Riverside, Riverside, CA, United States
- Graduate Neuroscience Program, University of California, Riverside, Riverside, CA, United States
| | - Devin K. Binder
- Graduate Neuroscience Program, University of California, Riverside, Riverside, CA, United States
- Division of Biomedical Sciences and Graduate Biomedical Sciences Program, School of Medicine, University of California, Riverside, Riverside, CA, United States
| | - Iryna M. Ethell
- Graduate Neuroscience Program, University of California, Riverside, Riverside, CA, United States
- Division of Biomedical Sciences and Graduate Biomedical Sciences Program, School of Medicine, University of California, Riverside, Riverside, CA, United States
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16
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Rotschafer SE. Auditory Discrimination in Autism Spectrum Disorder. Front Neurosci 2021; 15:651209. [PMID: 34211363 PMCID: PMC8239241 DOI: 10.3389/fnins.2021.651209] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 03/23/2021] [Indexed: 11/13/2022] Open
Abstract
Autism spectrum disorder (ASD) is increasingly common with 1 in 59 children in the United States currently meeting the diagnostic criteria. Altered sensory processing is typical in ASD, with auditory sensitivities being especially common; in particular, people with ASD frequently show heightened sensitivity to environmental sounds and a poor ability to tolerate loud sounds. These sensitivities may contribute to impairments in language comprehension and to a worsened ability to distinguish relevant sounds from background noise. Event-related potential tests have found that individuals with ASD show altered cortical activity to both simple and speech-like sounds, which likely contribute to the observed processing impairments. Our goal in this review is to provide a description of ASD-related changes to the auditory system and how those changes contribute to the impairments seen in sound discrimination, sound-in-noise performance, and language processing. In particular, we emphasize how differences in the degree of cortical activation and in temporal processing may contribute to errors in sound discrimination.
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17
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Quelle-Regaldie A, Sobrido-Cameán D, Barreiro-Iglesias A, Sobrido MJ, Sánchez L. Zebrafish Models of Autosomal Dominant Ataxias. Cells 2021; 10:421. [PMID: 33671313 PMCID: PMC7922657 DOI: 10.3390/cells10020421] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 02/11/2021] [Accepted: 02/12/2021] [Indexed: 12/13/2022] Open
Abstract
Hereditary dominant ataxias are a heterogeneous group of neurodegenerative conditions causing cerebellar dysfunction and characterized by progressive motor incoordination. Despite many efforts put into the study of these diseases, there are no effective treatments yet. Zebrafish models are widely used to characterize neuronal disorders due to its conserved vertebrate genetics that easily support genetic edition and their optic transparency that allows observing the intact CNS and its connections. In addition, its small size and external fertilization help to develop high throughput assays of candidate drugs. Here, we discuss the contributions of zebrafish models to the study of dominant ataxias defining phenotypes, genetic function, behavior and possible treatments. In addition, we review the zebrafish models created for X-linked repeat expansion diseases X-fragile/fragile-X tremor ataxia. Most of the models reviewed here presented neuronal damage and locomotor deficits. However, there is a generalized lack of zebrafish adult heterozygous models and there are no knock-in zebrafish models available for these diseases. The models created for dominant ataxias helped to elucidate gene function and mechanisms that cause neuronal damage. In the future, the application of new genetic edition techniques would help to develop more accurate zebrafish models of dominant ataxias.
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Affiliation(s)
- Ana Quelle-Regaldie
- Department of Zoology, Genetics and Physical Anthropology, Faculty of Veterinary Science, Universidade of Santiago de Compostela, 27002 Lugo, Spain; (A.Q.-R.); (L.S.)
| | - Daniel Sobrido-Cameán
- Department of Functional Biology, CIBUS, Faculty of Biology, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain;
| | - Antón Barreiro-Iglesias
- Department of Functional Biology, CIBUS, Faculty of Biology, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain;
| | - María Jesús Sobrido
- Instituto de Investigación Biomédica de A Coruña (INIBIC), Servicio Galego de Saúde, 15006 Coruña, Spain;
| | - Laura Sánchez
- Department of Zoology, Genetics and Physical Anthropology, Faculty of Veterinary Science, Universidade of Santiago de Compostela, 27002 Lugo, Spain; (A.Q.-R.); (L.S.)
- Preclinical Animal Models Group, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
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18
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Proteau-Lemieux M, Knoth IS, Agbogba K, Côté V, Barlahan Biag HM, Thurman AJ, Martin CO, Bélanger AM, Rosenfelt C, Tassone F, Abbeduto LJ, Jacquemont S, Hagerman R, Bolduc F, Hessl D, Schneider A, Lippé S. EEG Signal Complexity Is Reduced During Resting-State in Fragile X Syndrome. Front Psychiatry 2021; 12:716707. [PMID: 34858220 PMCID: PMC8632368 DOI: 10.3389/fpsyt.2021.716707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 10/06/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction: Fragile X syndrome (FXS) is a genetic disorder caused by a mutation of the fragile X mental retardation 1 gene (FMR1). FXS is associated with neurophysiological abnormalities, including cortical hyperexcitability. Alterations in electroencephalogram (EEG) resting-state power spectral density (PSD) are well-defined in FXS and were found to be linked to neurodevelopmental delays. Whether non-linear dynamics of the brain signal are also altered remains to be studied. Methods: In this study, resting-state EEG power, including alpha peak frequency (APF) and theta/beta ratio (TBR), as well as signal complexity using multi-scale entropy (MSE) were compared between 26 FXS participants (ages 5-28 years), and 7 neurotypical (NT) controls with a similar age distribution. Subsequently a replication study was carried out, comparing our cohort to 19 FXS participants independently recorded at a different site. Results: PSD results confirmed the increased gamma, decreased alpha power and APF in FXS participants compared to NT controls. No alterations in TBR were found. Importantly, results revealed reduced signal complexity in FXS participants, specifically in higher scales, suggesting that altered signal complexity is sensitive to brain alterations in this population. The replication study mostly confirmed these results and suggested critical points of stagnation in the neurodevelopmental curve of FXS. Conclusion: Signal complexity is a powerful feature that can be added to the electrophysiological biomarkers of brain maturation in FXS.
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Affiliation(s)
- Mélodie Proteau-Lemieux
- Department of Psychology, University of Montreal, Montreal, QC, Canada.,Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada
| | - Inga Sophia Knoth
- Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada
| | - Kristian Agbogba
- Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada
| | - Valérie Côté
- Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada
| | - Hazel Maridith Barlahan Biag
- University of California Davis Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, Sacramento, CA, United States
| | - Angela John Thurman
- University of California Davis Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, Sacramento, CA, United States
| | | | - Anne-Marie Bélanger
- Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada
| | - Cory Rosenfelt
- Department of Pediatric Neurology, University of Alberta, Edmonton, AB, Canada
| | - Flora Tassone
- University of California Davis Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, Sacramento, CA, United States.,Department of Biochemistry and Molecular Medicine, University of California Davis School of Medicine, Sacramento, CA, United States
| | - Leonard J Abbeduto
- University of California Davis Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, Sacramento, CA, United States.,Department of Psychiatry and Behavioral Sciences, University of California Davis School of Medicine, Sacramento, CA, United States
| | - Sébastien Jacquemont
- Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada.,Department of Pediatrics, University of Montreal, Montreal, QC, Canada
| | - Randi Hagerman
- University of California Davis Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, Sacramento, CA, United States
| | - François Bolduc
- Department of Pediatric Neurology, University of Alberta, Edmonton, AB, Canada
| | - David Hessl
- University of California Davis Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, Sacramento, CA, United States.,Department of Psychiatry and Behavioral Sciences, University of California Davis School of Medicine, Sacramento, CA, United States
| | - Andrea Schneider
- University of California Davis Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, Sacramento, CA, United States.,California North State University, College of Psychology, Rancho Cordova, CA, United States
| | - Sarah Lippé
- Department of Psychology, University of Montreal, Montreal, QC, Canada.,Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada
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19
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Gamma power abnormalities in a Fmr1-targeted transgenic rat model of fragile X syndrome. Sci Rep 2020; 10:18799. [PMID: 33139785 PMCID: PMC7608556 DOI: 10.1038/s41598-020-75893-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 10/21/2020] [Indexed: 12/11/2022] Open
Abstract
Fragile X syndrome (FXS) is characteristically displayed intellectual disability, hyperactivity, anxiety, and abnormal sensory processing. Electroencephalography (EEG) abnormalities are also observed in subjects with FXS, with many researchers paying attention to these as biomarkers. Despite intensive preclinical research using Fmr1 knock out (KO) mice, an effective treatment for FXS has yet to be developed. Here, we examined Fmr1-targeted transgenic rats (Fmr1-KO rats) as an alternative preclinical model of FXS. We characterized the EEG phenotypes of Fmr1-KO rats by measuring basal EEG power and auditory steady state response (ASSR) to click trains of stimuli at a frequency of 10–80 Hz. Fmr1-KO rats exhibited reduced basal alpha power and enhanced gamma power, and these rats showed enhanced locomotor activity in novel environment. While ASSR clearly peaked at around 40 Hz, both inter-trial coherence (ITC) and event-related spectral perturbation (ERSP) were significantly reduced at the gamma frequency band in Fmr1-KO rats. Fmr1-KO rats showed gamma power abnormalities and behavioral hyperactivity that were consistent with observations reported in mouse models and subjects with FXS. These results suggest that gamma power abnormalities are a translatable biomarker among species and demonstrate the utility of Fmr1-KO rats for investigating drugs for the treatment of FXS.
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20
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Ethridge L, Thaliath A, Kraff J, Nijhawan K, Berry-Kravis E. Development of Neural Response to Novel Sounds in Fragile X Syndrome: Potential Biomarkers. AMERICAN JOURNAL ON INTELLECTUAL AND DEVELOPMENTAL DISABILITIES 2020; 125:449-464. [PMID: 33211818 PMCID: PMC8631234 DOI: 10.1352/1944-7558-125.6.449] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 05/22/2020] [Indexed: 06/11/2023]
Abstract
Auditory processing abnormalities in fragile X syndrome (FXS) may contribute to difficulties with language development, pattern identification, and contextual updating. Participants with FXS (N = 41) and controls (N = 27) underwent auditory event-related potentials during presentation of an oddball paradigm. Data was adequate for analysis for 33 participants with FXS and 27 controls (age 4-51 y, 13 females [FXS]; 4-54 y, 11 females [control]). Participants with FXS showed larger N1 and P2 amplitudes, abnormal lack of modulation of P1 and P2 amplitudes and P2 latency in response to oddball stimuli ) relative to controls: Females with FXS were more similar to controls. Participants with FXS showed a marginal speeding of the P2 latency, suggesting potentiation to oddball stimuli rather than habituation. Participants with FXS showed a heightened N1 habituation effect compared to controls. Gamma power was significantly higher for participants with FXS. Groups did not differ on mismatch negativity. Both controls and participants with FXS showed similar developmental trajectories in P1 and N1 amplitude, P2 latency, and gamma power, but not for P2 amplitude. One month retest analyses performed in 14 participants suggest strong test-retest reliability for most measures. Individuals with FXS show previously demonstrated increased response amplitude and high frequency neural activity. Despite an overall normal developmental trajectory for most measures, individuals with FXS show age-independent but gender-dependent decreases in complex processing of novel stimuli. Many markers show strong retest reliability even in children and thus are potential biomarkers for clinical trials in FXS.
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Affiliation(s)
- Lauren Ethridge
- Lauren Ethridge, University of Oklahoma Health Sciences Center
| | - Andrew Thaliath
- Andrew Thaliath, Jeremy Kraff, Karan Nijhawan, and Elizabeth Berry-Kravis, Rush University Medical Center, Chicago
| | - Jeremy Kraff
- Andrew Thaliath, Jeremy Kraff, Karan Nijhawan, and Elizabeth Berry-Kravis, Rush University Medical Center, Chicago
| | - Karan Nijhawan
- Andrew Thaliath, Jeremy Kraff, Karan Nijhawan, and Elizabeth Berry-Kravis, Rush University Medical Center, Chicago
| | - Elizabeth Berry-Kravis
- Andrew Thaliath, Jeremy Kraff, Karan Nijhawan, and Elizabeth Berry-Kravis, Rush University Medical Center, Chicago
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21
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Constantin L, Poulsen RE, Scholz LA, Favre-Bulle IA, Taylor MA, Sun B, Goodhill GJ, Vanwalleghem GC, Scott EK. Altered brain-wide auditory networks in a zebrafish model of fragile X syndrome. BMC Biol 2020; 18:125. [PMID: 32938458 PMCID: PMC7493858 DOI: 10.1186/s12915-020-00857-6] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 08/26/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Loss or disrupted expression of the FMR1 gene causes fragile X syndrome (FXS), the most common monogenetic form of autism in humans. Although disruptions in sensory processing are core traits of FXS and autism, the neural underpinnings of these phenotypes are poorly understood. Using calcium imaging to record from the entire brain at cellular resolution, we investigated neuronal responses to visual and auditory stimuli in larval zebrafish, using fmr1 mutants to model FXS. The purpose of this study was to model the alterations of sensory networks, brain-wide and at cellular resolution, that underlie the sensory aspects of FXS and autism. RESULTS Combining functional analyses with the neurons' anatomical positions, we found that fmr1-/- animals have normal responses to visual motion. However, there were several alterations in the auditory processing of fmr1-/- animals. Auditory responses were more plentiful in hindbrain structures and in the thalamus. The thalamus, torus semicircularis, and tegmentum had clusters of neurons that responded more strongly to auditory stimuli in fmr1-/- animals. Functional connectivity networks showed more inter-regional connectivity at lower sound intensities (a - 3 to - 6 dB shift) in fmr1-/- larvae compared to wild type. Finally, the decoding capacities of specific components of the ascending auditory pathway were altered: the octavolateralis nucleus within the hindbrain had significantly stronger decoding of auditory amplitude while the telencephalon had weaker decoding in fmr1-/- mutants. CONCLUSIONS We demonstrated that fmr1-/- larvae are hypersensitive to sound, with a 3-6 dB shift in sensitivity, and identified four sub-cortical brain regions with more plentiful responses and/or greater response strengths to auditory stimuli. We also constructed an experimentally supported model of how auditory information may be processed brain-wide in fmr1-/- larvae. Our model suggests that the early ascending auditory pathway transmits more auditory information, with less filtering and modulation, in this model of FXS.
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Affiliation(s)
- Lena Constantin
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
| | - Rebecca E Poulsen
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
| | - Leandro A Scholz
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
| | - Itia A Favre-Bulle
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
- School of Mathematics and Physics, The University of Queensland, Brisbane, 4072, Australia
| | - Michael A Taylor
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Biao Sun
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
| | - Geoffrey J Goodhill
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
- School of Mathematics and Physics, The University of Queensland, Brisbane, 4072, Australia
| | - Gilles C Vanwalleghem
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia.
| | - Ethan K Scott
- Queensland Brain Institute, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia.
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22
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Dong HW, Erickson K, Lee JR, Merritt J, Fu C, Neul JL. Detection of neurophysiological features in female R255X MeCP2 mutation mice. Neurobiol Dis 2020; 145:105083. [PMID: 32927061 PMCID: PMC7572861 DOI: 10.1016/j.nbd.2020.105083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 08/11/2020] [Accepted: 09/08/2020] [Indexed: 02/07/2023] Open
Abstract
Rett syndrome (RTT) is a severe neurodevelopmental disorder (NDD) that is nearly always caused by loss of function mutations in Methyl-CpG-binding Protein 2 (MECP2) and shares many clinical features with other NDD. Genetic restoration of Mecp2 in symptomatic mice lacking MeCP2 expression can reverse symptoms, providing hope that disease modifying therapies can be identified for RTT. Effective and rapid clinical trial completion relies on well-defined clinical outcome measures and robust biomarkers of treatment responses. Studies on other NDD have found evidence of differences in neurophysiological measures that correlate with disease severity. However, currently there are no well-validated biomarkers in RTT to predict disease prognosis or treatment responses. To address this, we characterized neurophysiological features in a mouse model of RTT containing a knock-in nonsense mutation (p.R255X) in the Mecp2 locus. We found a variety of changes in heterozygous female Mecp2R255X/X mice including age-related changes in sleep/wake architecture, alterations in baseline EEG power, increased incidence of spontaneous epileptiform discharges, and changes in auditory evoked potentials. Furthermore, we identified association of some neurophysiological features with disease severity. These findings provide a set of potential non-invasive and translatable biomarkers that can be utilized in preclinical therapy trials in animal models of RTT and eventually within the context of clinical trials.
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Affiliation(s)
- Hong-Wei Dong
- Department of Pediatrics, Division of Neurology, Vanderbilt University Medical Center, Nashville, TN 37212, USA; Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN 37203, USA.
| | - Kirsty Erickson
- Department of Pediatrics, Division of Neurology, Vanderbilt University Medical Center, Nashville, TN 37212, USA; Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN 37203, USA.
| | - Jessica R Lee
- Department of Pediatrics, Division of Neurology, Vanderbilt University Medical Center, Nashville, TN 37212, USA; Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN 37203, USA.
| | - Jonathan Merritt
- Department of Pediatrics, Division of Neurology, Vanderbilt University Medical Center, Nashville, TN 37212, USA; Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN 37203, USA.
| | - Cary Fu
- Department of Pediatrics, Division of Neurology, Vanderbilt University Medical Center, Nashville, TN 37212, USA; Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN 37203, USA.
| | - Jeffrey L Neul
- Department of Pediatrics, Division of Neurology, Vanderbilt University Medical Center, Nashville, TN 37212, USA; Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN 37203, USA.
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23
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Lovelace JW, Ethell IM, Binder DK, Razak KA. Minocycline Treatment Reverses Sound Evoked EEG Abnormalities in a Mouse Model of Fragile X Syndrome. Front Neurosci 2020; 14:771. [PMID: 32848552 PMCID: PMC7417521 DOI: 10.3389/fnins.2020.00771] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 06/30/2020] [Indexed: 01/19/2023] Open
Abstract
Fragile X Syndrome (FXS) is a leading known genetic cause of intellectual disability. Many symptoms of FXS overlap with those in autism including repetitive behaviors, language delays, anxiety, social impairments and sensory processing deficits. Electroencephalogram (EEG) recordings from humans with FXS and an animal model, the Fmr1 knockout (KO) mouse, show remarkably similar phenotypes suggesting that EEG phenotypes can serve as biomarkers for developing treatments. This includes enhanced resting gamma band power and sound evoked total power, and reduced fidelity of temporal processing and habituation of responses to repeated sounds. Given the therapeutic potential of the antibiotic minocycline in humans with FXS and animal models, it is important to determine sensitivity and selectivity of EEG responses to minocycline. Therefore, in this study, we examined if a 10-day treatment of adult Fmr1 KO mice with minocycline (oral gavage, 30 mg/kg per day) would reduce EEG abnormalities. We tested if minocycline treatment has specific effects based on the EEG measurement type (e.g., resting versus sound-evoked) from the frontal and auditory cortex of the Fmr1 KO mice. We show increased resting EEG gamma power and reduced phase locking to time varying stimuli as well as the 40 Hz auditory steady state response in the Fmr1 KO mice in the pre-drug condition. Minocycline treatment increased gamma band phase locking in response to auditory stimuli, and reduced sound-evoked power of auditory event related potentials (ERP) in Fmr1 KO mice compared to vehicle treatment. Minocycline reduced resting EEG gamma power in Fmr1 KO mice, but this effect was similar to vehicle treatment. We also report frequency band-specific effects on EEG responses. Taken together, these data indicate that sound-evoked EEG responses may serve as more sensitive measures, compared to resting EEG measures, to isolate minocycline effects from placebo in humans with FXS. Given the use of minocycline and EEG recordings in a number of neurodegenerative and neurodevelopmental conditions, these findings may be more broadly applicable in translational neuroscience.
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Affiliation(s)
- Jonathan W Lovelace
- Department of Psychology and Neuroscience Graduate Program, University of California, Riverside, Riverside, CA, United States
| | - Iryna M Ethell
- Neuroscience Graduate Program, University of California, Riverside, Riverside, CA, United States.,Division of Biomedical Sciences, School of Medicine, University of California, Riverside, Riverside, CA, United States
| | - Devin K Binder
- Neuroscience Graduate Program, University of California, Riverside, Riverside, CA, United States.,Division of Biomedical Sciences, School of Medicine, University of California, Riverside, Riverside, CA, United States
| | - Khaleel A Razak
- Department of Psychology and Neuroscience Graduate Program, University of California, Riverside, Riverside, CA, United States.,Neuroscience Graduate Program, University of California, Riverside, Riverside, CA, United States
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24
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McCullagh EA, Rotschafer SE, Auerbach BD, Klug A, Kaczmarek LK, Cramer KS, Kulesza RJ, Razak KA, Lovelace JW, Lu Y, Koch U, Wang Y. Mechanisms underlying auditory processing deficits in Fragile X syndrome. FASEB J 2020; 34:3501-3518. [PMID: 32039504 DOI: 10.1096/fj.201902435r] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 12/31/2019] [Accepted: 01/18/2020] [Indexed: 01/14/2023]
Abstract
Autism spectrum disorders (ASD) are strongly associated with auditory hypersensitivity or hyperacusis (difficulty tolerating sounds). Fragile X syndrome (FXS), the most common monogenetic cause of ASD, has emerged as a powerful gateway for exploring underlying mechanisms of hyperacusis and auditory dysfunction in ASD. This review discusses examples of disruption of the auditory pathways in FXS at molecular, synaptic, and circuit levels in animal models as well as in FXS individuals. These examples highlight the involvement of multiple mechanisms, from aberrant synaptic development and ion channel deregulation of auditory brainstem circuits, to impaired neuronal plasticity and network hyperexcitability in the auditory cortex. Though a relatively new area of research, recent discoveries have increased interest in auditory dysfunction and mechanisms underlying hyperacusis in this disorder. This rapidly growing body of data has yielded novel research directions addressing critical questions regarding the timing and possible outcomes of human therapies for auditory dysfunction in ASD.
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Affiliation(s)
- Elizabeth A McCullagh
- Department of Physiology and Biophysics, University of Colorado Anschutz, Aurora, CO, USA.,Department of Integrative Biology, Oklahoma State University, Stillwater, OK, USA
| | - Sarah E Rotschafer
- Department of Neurobiology and Behavior, University of California, Irvine, CA, USA.,Department of Biomedical Sciences, Mercer University School of Medicine, Savannah, GA, USA
| | - Benjamin D Auerbach
- Center for Hearing and Deafness, Department of Communicative Disorders & Sciences, SUNY at Buffalo, Buffalo, NY, USA
| | - Achim Klug
- Department of Physiology and Biophysics, University of Colorado Anschutz, Aurora, CO, USA
| | - Leonard K Kaczmarek
- Departments of Pharmacology and Cellular and Molecular Physiology, Yale University, New Haven, CT, USA
| | - Karina S Cramer
- Department of Neurobiology and Behavior, University of California, Irvine, CA, USA
| | - Randy J Kulesza
- Department of Anatomy, Lake Erie College of Osteopathic Medicine, Erie, PA, USA
| | - Khaleel A Razak
- Department of Psychology, University of California, Riverside, CA, USA
| | | | - Yong Lu
- Department of Anatomy and Neurobiology, College of Medicine, Northeast Ohio Medical University, Rootstown, OH, USA
| | - Ursula Koch
- Institute of Biology, Neurophysiology, Freie Universität Berlin, Berlin, Germany
| | - Yuan Wang
- Department of Biomedical Sciences, Program in Neuroscience, Florida State University, Tallahassee, FL, USA
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25
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Jonak CR, Lovelace JW, Ethell IM, Razak KA, Binder DK. Multielectrode array analysis of EEG biomarkers in a mouse model of Fragile X Syndrome. Neurobiol Dis 2020; 138:104794. [PMID: 32036032 DOI: 10.1016/j.nbd.2020.104794] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 01/27/2020] [Accepted: 02/05/2020] [Indexed: 02/06/2023] Open
Abstract
Fragile X Syndrome (FXS) is a leading known genetic cause of intellectual disability with symptoms that include increased anxiety and social and sensory processing deficits. Recent EEG studies in humans with FXS have identified neural oscillation deficits that include increased resting state gamma power, increased amplitude of auditory evoked potentials, and reduced inter-trial phase coherence of sound-evoked gamma oscillations. Identification of comparable EEG biomarkers in mouse models of FXS could facilitate the pre-clinical to clinical therapeutic pipeline. However, while human EEG studies have involved 128-channel scalp EEG acquisition, no mouse studies have been performed with more than three EEG channels. In the current study, we employed a recently developed 30-channel mouse multielectrode array (MEA) system to record and analyze resting and stimulus-evoked EEG signals in WT vs. Fmr1 KO mice. Using this system, we now report robust MEA-derived phenotypes including higher resting EEG power, altered event-related potentials (ERPs) and reduced inter-trial phase coherence to auditory chirp stimuli in Fmr1 KO mice that are remarkably similar to those reported in humans with FXS. We propose that the MEA system can be used for: (i) derivation of higher-level EEG parameters; (ii) EEG biomarkers for drug testing; and (ii) mechanistic studies of FXS pathophysiology.
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Affiliation(s)
- Carrie R Jonak
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, United States of America
| | - Jonathan W Lovelace
- Department of Psychology, University of California, Riverside, United States of America
| | - Iryna M Ethell
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, United States of America; Neuroscience Graduate Program, University of California, Riverside, United States of America
| | - Khaleel A Razak
- Neuroscience Graduate Program, University of California, Riverside, United States of America; Department of Psychology, University of California, Riverside, United States of America
| | - Devin K Binder
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, United States of America; Neuroscience Graduate Program, University of California, Riverside, United States of America.
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26
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Hyperexcitability and impaired intracortical inhibition in patients with fragile-X syndrome. Transl Psychiatry 2019; 9:312. [PMID: 31748507 PMCID: PMC6868148 DOI: 10.1038/s41398-019-0650-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 10/08/2019] [Accepted: 11/01/2019] [Indexed: 01/10/2023] Open
Abstract
Fragile-X syndrome (FXS) is characterized by neurological and psychiatric problems symptomatic of cortical hyperexcitability. Recent animal studies identified deficient γ-aminobutyricacid (GABA) inhibition as a key mechanism for hyperexcitability in FXS, but the GABA system remains largely unexplored in humans with the disorder. The primary objective of this study was to assess GABA-mediated inhibition and its relationship with hyperexcitability in patients with FXS. Transcranial magnetic stimulation (TMS) was used to assess cortical and corticospinal inhibitory and excitatory mechanisms in 18 patients with a molecular diagnosis of FXS and 18 healthy controls. GABA-mediated inhibition was measured with short-interval intracortical inhibition (GABAA), long-interval intracortical inhibition (GABAB), and the corticospinal silent period (GABAA+B). Net intracortical facilitation involving glutamate was assessed with intracortical facilitation, and corticospinal excitability was measured with the resting motor threshold. Results showed that FXS patients had significantly reduced short-interval intracortical inhibition, increased long-interval intracortical inhibition, and increased intracortical facilitation compared to healthy controls. In the FXS group, reduced short-interval intracortical inhibition was associated with heightened intracortical facilitation. Taken together, these results suggest that reduced GABAA inhibition is a plausible mechanism underlying cortical hyperexcitability in patients with FXS. These findings closely match those observed in animal models, supporting the translational validity of these markers for clinical research.
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27
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Abstract
Fragile X syndrome (FXS) is a neurodevelopmental disorder that causes intellectual disability. It is a leading known genetic cause of autism. In addition to cognitive, social, and communication deficits, humans with FXS demonstrate abnormal sensory processing including sensory hypersensitivity. Sensory hypersensitivity commonly manifests as auditory, tactile, or visual defensiveness or avoidance. Clinical, behavioral, and electrophysiological studies consistently show auditory hypersensitivity, impaired habituation to repeated sounds, and reduced auditory attention in humans with FXS. Children with FXS also exhibit significant visuospatial impairments. Studies in infants and toddlers with FXS have documented impairments in processing texture-defined motion stimuli, temporal flicker, perceiving ordinal numerical sequence, and the ability to maintain the identity of dynamic object information during occlusion. Consistent with the observations in humans with FXS, fragile X mental retardation 1 ( Fmr1) gene knockout (KO) rodent models of FXS also show seizures, abnormal visual-evoked responses, auditory hypersensitivity, and abnormal processing at multiple levels of the auditory system, including altered acoustic startle responses. Among other sensory symptoms, individuals with FXS exhibit tactile defensiveness. Fmr1 KO mice also show impaired encoding of tactile stimulation frequency and larger size of receptive fields in the somatosensory cortex. Since sensory deficits are relatively more tractable from circuit mechanisms and developmental perspectives than more complex social behaviors, the focus of this review is on clinical, functional, and structural studies that outline the auditory, visual, and somatosensory processing deficits in FXS. The similarities in sensory phenotypes between humans with FXS and animal models suggest a likely conservation of basic sensory processing circuits across species and may provide a translational platform to not just develop biomarkers but also to understand underlying mechanisms. We argue that preclinical studies in animal models of FXS can facilitate the ongoing search for new therapeutic approaches in FXS by understanding mechanisms of basic sensory processing circuits and behaviors that are conserved across species.
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Affiliation(s)
- Maham Rais
- 1 Division of Biomedical Sciences, University of California Riverside School of Medicine, CA, USA.,2 Biomedical Sciences Graduate Program, University of California Riverside, CA, USA
| | - Devin K Binder
- 1 Division of Biomedical Sciences, University of California Riverside School of Medicine, CA, USA.,2 Biomedical Sciences Graduate Program, University of California Riverside, CA, USA.,3 Neuroscience Graduate Program, University of California Riverside, CA, USA
| | - Khaleel A Razak
- 2 Biomedical Sciences Graduate Program, University of California Riverside, CA, USA.,3 Neuroscience Graduate Program, University of California Riverside, CA, USA.,4 Psychology Department, University of California Riverside, CA, USA
| | - Iryna M Ethell
- 1 Division of Biomedical Sciences, University of California Riverside School of Medicine, CA, USA.,2 Biomedical Sciences Graduate Program, University of California Riverside, CA, USA.,3 Neuroscience Graduate Program, University of California Riverside, CA, USA
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28
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Goswami S, Cavalier S, Sridhar V, Huber KM, Gibson JR. Local cortical circuit correlates of altered EEG in the mouse model of Fragile X syndrome. Neurobiol Dis 2019; 124:563-572. [PMID: 30639292 DOI: 10.1016/j.nbd.2019.01.002] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 01/01/2019] [Accepted: 01/05/2019] [Indexed: 12/18/2022] Open
Abstract
Electroencephalogram (EEG) recordings in Fragile X syndrome (FXS) patients have revealed enhanced sensory responses, enhanced resting "gamma frequency" (30-100 Hz) activity, and a decreased ability for sensory stimuli to modulate cortical activity at gamma frequencies. Similar changes are observed in the FXS model mouse - the Fmr1 knockout. These alterations may become effective biomarkers for diagnosis and treatment of FXS. Therefore, it is critical to better understand what circuit properties underlie these changes. We employed Channelrhodopsin2 to optically activate local circuits in the auditory cortical region in brain slices to examine how changes in local circuit function may be related to EEG changes. We focused on layers 2/3 and 5 (L2/3 and L5). In Fmr1 knockout mice, light-driven excitation of L2/3 revealed hyperexcitability and increased gamma frequency power in both local L2/3 and L5 circuits. Moreover, there is increased synchrony in the gamma frequency band between L2/3 and L5. Hyperexcitability and increased gamma power were not observed in L5 with L5 light-driven excitation, indicating that these changes were layer-specific. A component of L2/3 network hyperexcitability is independent of ionotropic receptor mediated synaptic transmission and may be mediated by increased intrinsic excitability of L2/3 neurons. Finally, lovastatin, a candidate therapeutic compound for FXS that targets ERK signaling did not normalize changes in gamma activity. In conclusion, hyperactivity and increased gamma activity in local neocortical circuits, together with increased gamma synchrony between circuits, provide a putative substrate for EEG alterations observed in both FXS patients and the FXS mouse model.
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Affiliation(s)
- Sonal Goswami
- Department of Basic Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, United States
| | - Sheridan Cavalier
- Department of Basic Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, United States
| | - Vinay Sridhar
- Department of Basic Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, United States
| | - Kimberly M Huber
- Department of Basic Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, United States.
| | - Jay R Gibson
- Department of Basic Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, United States.
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29
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Wen TH, Lovelace JW, Ethell IM, Binder DK, Razak KA. Developmental Changes in EEG Phenotypes in a Mouse Model of Fragile X Syndrome. Neuroscience 2018; 398:126-143. [PMID: 30528856 DOI: 10.1016/j.neuroscience.2018.11.047] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 11/27/2018] [Accepted: 11/29/2018] [Indexed: 01/29/2023]
Abstract
Fragile X Syndrome (FXS) is a leading genetic cause of autism and intellectual disabilities. Sensory-processing deficits are common in humans with FXS and an animal model, the Fmr1 knockout (KO) mouse, manifesting in the auditory system as debilitating hypersensitivity and abnormal electroencephalographic (EEG) and event-related potential (ERP) phenotypes. FXS is a neurodevelopmental disorder, but how EEG/ERP phenotypes change during development is unclear. Therefore, we characterized baseline and stimulus-evoked EEG in auditory and frontal cortex of developing (postnatal day (P) 21 and P30) and adult (P60) wildtype (WT) and Fmr1 KO mice with the FVB genetic background. We found that baseline gamma-band power and N1 amplitude of auditory ERP were increased in frontal cortex of Fmr1 KO mice during development and in adults. Baseline gamma power was increased in auditory cortex at P30. Genotype differences in stimulus-evoked gamma power were present in both cortical regions, but the direction and strength of the changes were age-dependent. These findings suggest that cortical deficits are present during early development and may contribute to sensory-processing deficits in FXS, which in turn may lead to anxiety and delayed language. Developmental changes in EEG measures indicate that observations at a single time-point during development are not reflective of FXS disease progression and highlight the need to identify developmental trajectories and optimal windows for treatment.
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Affiliation(s)
- Teresa H Wen
- Neuroscience Graduate Program, University of California Riverside, Riverside, CA 92521, USA
| | - Jonathan W Lovelace
- Psychology Department and Psychology Graduate Program, University of California Riverside, Riverside, CA 92521, USA
| | - Iryna M Ethell
- Neuroscience Graduate Program, University of California Riverside, Riverside, CA 92521, USA; Division of Biomedical Sciences, School of Medicine, University of California Riverside, Riverside, CA 92521, USA
| | - Devin K Binder
- Neuroscience Graduate Program, University of California Riverside, Riverside, CA 92521, USA; Division of Biomedical Sciences, School of Medicine, University of California Riverside, Riverside, CA 92521, USA
| | - Khaleel A Razak
- Neuroscience Graduate Program, University of California Riverside, Riverside, CA 92521, USA; Psychology Department and Psychology Graduate Program, University of California Riverside, Riverside, CA 92521, USA.
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30
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Lovelace JW, Ethell IM, Binder DK, Razak KA. Translation-relevant EEG phenotypes in a mouse model of Fragile X Syndrome. Neurobiol Dis 2018; 115:39-48. [PMID: 29605426 PMCID: PMC5969806 DOI: 10.1016/j.nbd.2018.03.012] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Revised: 02/16/2018] [Accepted: 03/28/2018] [Indexed: 01/29/2023] Open
Abstract
Identification of comparable biomarkers in humans and validated animal models will facilitate pre-clinical to clinical therapeutic pipelines to treat neurodevelopmental disorders. Fragile X Syndrome (FXS) is a leading known genetic cause of intellectual disability with symptoms that include increased anxiety, social and sensory processing deficits. Recent EEG studies in humans with FXS have identified neural oscillation deficits that include enhanced resting state gamma power and reduced inter-trial coherence of sound evoked gamma oscillations. To determine if analogous phenotypes are present in an animal model of FXS, we recorded EEGs in awake, freely moving Fmr1 knock out (KO) mice using similar stimuli as in the human studies. We report remarkably similar neural oscillation phenotypes in the Fmr1 KO mouse including enhanced resting state gamma power and reduced evoked gamma synchronization. The gamma band inter-trial coherence of neural response was reduced in both auditory and frontal cortex of Fmr1 KO mice stimulated with a sound whose envelope was modulated from 1 to 100 Hz, similar to that seen in humans with FXS. These deficits suggest a form of enhanced 'resting state noise' that interferes with the ability of the circuit to mount a synchronized response to sensory input, predicting specific sensory and cognitive deficits in FXS. The abnormal gamma oscillations are consistent with parvalbumin neuron and perineuronal net deficits seen in the Fmr1 KO mouse auditory cortex indicating that the EEG biomarkers are not only clinically relevant, but could also be used to probe cellular and circuit mechanisms of sensory hypersensitivity in FXS.
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Affiliation(s)
| | - Iryna M Ethell
- Neuroscience Graduate Program, University of California, Riverside, USA; Division of Biomedical Sciences, School of Medicine, University of California, Riverside, USA
| | - Devin K Binder
- Neuroscience Graduate Program, University of California, Riverside, USA; Division of Biomedical Sciences, School of Medicine, University of California, Riverside, USA
| | - Khaleel A Razak
- Department of Psychology, University of California, Riverside, USA; Neuroscience Graduate Program, University of California, Riverside, USA.
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31
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Golden CE, Buxbaum JD, De Rubeis S. Disrupted circuits in mouse models of autism spectrum disorder and intellectual disability. Curr Opin Neurobiol 2018; 48:106-112. [PMID: 29222989 PMCID: PMC5825272 DOI: 10.1016/j.conb.2017.11.006] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 11/01/2017] [Accepted: 11/14/2017] [Indexed: 01/28/2023]
Abstract
Autism spectrum disorder (ASD) and intellectual disability (ID) are caused by a wide range of genetic mutations, a significant fraction of which reside in genes important for synaptic function. Studies have found that sensory, prefrontal, hippocampal, cerebellar, and striatal regions, as well as the circuits that connect them, are perturbed in mouse models of ASD and ID. Dissecting the disruptions in morphology and activity in these neural circuits might help us to understand the shared risk between the two disorders as well as their clinical heterogeneity. Treatments that target the balance between excitation and inhibition in these regions are able to reverse pathological phenotypes, elucidating this deficit as a commonality across models and opening new avenues for intervention.
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Affiliation(s)
- Carla Em Golden
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA
| | - Joseph D Buxbaum
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA; The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA
| | - Silvia De Rubeis
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, 10029 NY, USA.
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Knoth IS, Lajnef T, Rigoulot S, Lacourse K, Vannasing P, Michaud JL, Jacquemont S, Major P, Jerbi K, Lippé S. Auditory repetition suppression alterations in relation to cognitive functioning in fragile X syndrome: a combined EEG and machine learning approach. J Neurodev Disord 2018; 10:4. [PMID: 29378522 PMCID: PMC5789548 DOI: 10.1186/s11689-018-9223-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Accepted: 01/12/2018] [Indexed: 11/10/2022] Open
Abstract
Background Fragile X syndrome (FXS) is a neurodevelopmental genetic disorder causing cognitive and behavioural deficits. Repetition suppression (RS), a learning phenomenon in which stimulus repetitions result in diminished brain activity, has been found to be impaired in FXS. Alterations in RS have been associated with behavioural problems in FXS; however, relations between RS and intellectual functioning have not yet been elucidated. Methods EEG was recorded in 14 FXS participants and 25 neurotypical controls during an auditory habituation paradigm using repeatedly presented pseudowords. Non-phased locked signal energy was compared across presentations and between groups using linear mixed models (LMMs) in order to investigate RS effects across repetitions and brain areas and a possible relation to non-verbal IQ (NVIQ) in FXS. In addition, we explored group differences according to NVIQ and we probed the feasibility of training a support vector machine to predict cognitive functioning levels across FXS participants based on single-trial RS features. Results LMM analyses showed that repetition effects differ between groups (FXS vs. controls) as well as with respect to NVIQ in FXS. When exploring group differences in RS patterns, we found that neurotypical controls revealed the expected pattern of RS between the first and second presentations of a pseudoword. More importantly, while FXS participants in the ≤ 42 NVIQ group showed no RS, the > 42 NVIQ group showed a delayed RS response after several presentations. Concordantly, single-trial estimates of repetition effects over the first four repetitions provided the highest decoding accuracies in the classification between the FXS participant groups. Conclusion Electrophysiological measures of repetition effects provide a non-invasive and unbiased measure of brain responses sensitive to cognitive functioning levels, which may be useful for clinical trials in FXS. Electronic supplementary material The online version of this article (10.1186/s11689-018-9223-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Inga Sophia Knoth
- Neuroscience of Early Development (NED), 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada. .,Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada.
| | - Tarek Lajnef
- Department of Psychology, Université de Montréal, 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,Centre de Recherche en Neuropsychologie et Cognition (CERNEC), 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada
| | - Simon Rigoulot
- Neuroscience of Early Development (NED), 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada.,Department of Psychology, Université de Montréal, 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,Centre de Recherche en Neuropsychologie et Cognition (CERNEC), 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,International Laboratory for Brain, Music and Sound Research (BRAMS), 1430 Boul Mont-Royal, Montreal, QC, H2V 2J2, Canada
| | - Karine Lacourse
- Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada
| | - Phetsamone Vannasing
- Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada
| | - Jacques L Michaud
- Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada.,Faculty of Medicine, Université de Montréal, 2900 boulevard Édouard-Montpetit, Montréal, QC, H3T 1J4, Canada
| | - Sébastien Jacquemont
- Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada
| | - Philippe Major
- Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada
| | - Karim Jerbi
- Department of Psychology, Université de Montréal, 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,Centre de Recherche en Neuropsychologie et Cognition (CERNEC), 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,International Laboratory for Brain, Music and Sound Research (BRAMS), 1430 Boul Mont-Royal, Montreal, QC, H2V 2J2, Canada.,Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal (CRIUSMM), 7401 Rue Hochelaga, Montréal, QC, H1N 3M5, Canada.,Centre de Recherche de l'Institut Universitaire de Gériatrie de Montréal (CRIUGM), 4565, chemin Queen-Mary, Montreal, QC, H3W 1W5, Canada
| | - Sarah Lippé
- Neuroscience of Early Development (NED), 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,Research Center of the CHU Sainte-Justine Mother and Child University Hospital Center, 3175 Chemin Côte Ste-Catherine, Montreal, QC, H3T 1C5, Canada.,Department of Psychology, Université de Montréal, 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,Centre de Recherche en Neuropsychologie et Cognition (CERNEC), 90 Avenue Vincent-D'indy, Montreal, QC, H2V 2S9, Canada.,International Laboratory for Brain, Music and Sound Research (BRAMS), 1430 Boul Mont-Royal, Montreal, QC, H2V 2J2, Canada
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Developmental Emergence of Phenotypes in the Auditory Brainstem Nuclei of Fmr1 Knockout Mice. eNeuro 2017; 4:eN-NWR-0264-17. [PMID: 29291238 PMCID: PMC5744645 DOI: 10.1523/eneuro.0264-17.2017] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 11/14/2017] [Accepted: 12/05/2017] [Indexed: 01/21/2023] Open
Abstract
Fragile X syndrome (FXS), the most common monogenic cause of autism, is often associated with hypersensitivity to sound. Several studies have shown abnormalities in the auditory brainstem in FXS; however, the emergence of these auditory phenotypes during development has not been described. Here, we investigated the development of phenotypes in FXS model [Fmr1 knockout (KO)] mice in the ventral cochlear nucleus (VCN), medial nucleus of the trapezoid body (MNTB), and lateral superior olive (LSO). We studied features of the brainstem known to be altered in FXS or Fmr1 KO mice, including cell size and expression of markers for excitatory (VGLUT) and inhibitory (VGAT) synapses. We found that cell size was reduced in the nuclei with different time courses. VCN cell size is normal until after hearing onset, while MNTB and LSO show decreases earlier. VGAT expression was elevated relative to VGLUT in the Fmr1 KO mouse MNTB by P6, before hearing onset. Because glial cells influence development and are altered in FXS, we investigated their emergence in the developing Fmr1 KO brainstem. The number of microglia developed normally in all three nuclei in Fmr1 KO mice, but we found elevated numbers of astrocytes in Fmr1 KO in VCN and LSO at P14. The results indicate that some phenotypes are evident before spontaneous or auditory activity, while others emerge later, and suggest that Fmr1 acts at multiple sites and time points in auditory system development.
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Harkins CM, Dominick KC, Wink LK, Pedapati EV, Shaffer RC, Fitzpatrick SE, Davenport MH, Sweeney JA, Erickson CA. Challenges in Conducting Clinical Trials for Pharmacotherapies in Fragile X Syndrome: Lessons Learned. Pharmaceut Med 2017. [DOI: 10.1007/s40290-017-0199-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Enhanced Excitatory Connectivity and Disturbed Sound Processing in the Auditory Brainstem of Fragile X Mice. J Neurosci 2017; 37:7403-7419. [PMID: 28674175 DOI: 10.1523/jneurosci.2310-16.2017] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 06/06/2017] [Accepted: 06/15/2017] [Indexed: 12/11/2022] Open
Abstract
Hypersensitivity to sounds is one of the prevalent symptoms in individuals with Fragile X syndrome (FXS). It manifests behaviorally early during development and is often used as a landmark for treatment efficacy. However, the physiological mechanisms and circuit-level alterations underlying this aberrant behavior remain poorly understood. Using the mouse model of FXS (Fmr1 KO), we demonstrate that functional maturation of auditory brainstem synapses is impaired in FXS. Fmr1 KO mice showed a greatly enhanced excitatory synaptic input strength in neurons of the lateral superior olive (LSO), a prominent auditory brainstem nucleus, which integrates ipsilateral excitation and contralateral inhibition to compute interaural level differences. Conversely, the glycinergic, inhibitory input properties remained unaffected. The enhanced excitation was the result of an increased number of cochlear nucleus fibers converging onto one LSO neuron, without changing individual synapse properties. Concomitantly, immunolabeling of excitatory ending markers revealed an increase in the immunolabeled area, supporting abnormally elevated excitatory input numbers. Intrinsic firing properties were only slightly enhanced. In line with the disturbed development of LSO circuitry, auditory processing was also affected in adult Fmr1 KO mice as shown with single-unit recordings of LSO neurons. These processing deficits manifested as an increase in firing rate, a broadening of the frequency response area, and a shift in the interaural level difference function of LSO neurons. Our results suggest that this aberrant synaptic development of auditory brainstem circuits might be a major underlying cause of the auditory processing deficits in FXS.SIGNIFICANCE STATEMENT Fragile X Syndrome (FXS) is the most common inheritable form of intellectual impairment, including autism. A core symptom of FXS is extreme sensitivity to loud sounds. This is one reason why individuals with FXS tend to avoid social interactions, contributing to their isolation. Here, a mouse model of FXS was used to investigate the auditory brainstem where basic sound information is first processed. Loss of the Fragile X mental retardation protein leads to excessive excitatory compared with inhibitory inputs in neurons extracting information about sound levels. Functionally, this elevated excitation results in increased firing rates, and abnormal coding of frequency and binaural sound localization cues. Imbalanced early-stage sound level processing could partially explain the auditory processing deficits in FXS.
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Vlaskamp C, Oranje B, Madsen GF, Møllegaard Jepsen JR, Durston S, Cantio C, Glenthøj B, Bilenberg N. Auditory processing in autism spectrum disorder: Mismatch negativity deficits. Autism Res 2017. [DOI: 10.1002/aur.1821] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Chantal Vlaskamp
- NICHE Lab; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht; Utrecht The Netherlands
| | - Bob Oranje
- NICHE Lab; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht; Utrecht The Netherlands
- Center for Neuropsychiatric Schizophrenia Research (CNSR) and Center for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS), Copenhagen University Hospital, Psychiatric Center Glostrup; Glostrup Denmark
| | - Gitte Falcher Madsen
- Faculty of Health and Medical Sciences; University of Copenhagen; Copenhagen Denmark
| | - Jens Richardt Møllegaard Jepsen
- Center for Neuropsychiatric Schizophrenia Research (CNSR) and Center for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS), Copenhagen University Hospital, Psychiatric Center Glostrup; Glostrup Denmark
- Department of Child and Adolescent Mental Health Odense; Research Unit, Mental Health Services in Region of Southern Denmark, Faculty of Health Sciences, University of Southern Denmark, Center for Child and Adolescent Mental Health Capital Region; Copenhagen Denmark
| | - Sarah Durston
- NICHE Lab; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht; Utrecht The Netherlands
| | - Cathriona Cantio
- Faculty of Health and Medical Sciences; University of Copenhagen; Copenhagen Denmark
| | - Birte Glenthøj
- Center for Neuropsychiatric Schizophrenia Research (CNSR) and Center for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS), Copenhagen University Hospital, Psychiatric Center Glostrup; Glostrup Denmark
| | - Niels Bilenberg
- Faculty of Health and Medical Sciences; University of Copenhagen; Copenhagen Denmark
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Tactile Defensiveness and Impaired Adaptation of Neuronal Activity in the Fmr1 Knock-Out Mouse Model of Autism. J Neurosci 2017; 37:6475-6487. [PMID: 28607173 DOI: 10.1523/jneurosci.0651-17.2017] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 05/17/2017] [Accepted: 05/24/2017] [Indexed: 11/21/2022] Open
Abstract
Sensory hypersensitivity is a common symptom in autism spectrum disorders (ASDs), including fragile X syndrome (FXS), and frequently leads to tactile defensiveness. In mouse models of ASDs, there is mounting evidence of neuronal and circuit hyperexcitability in several brain regions, which could contribute to sensory hypersensitivity. However, it is not yet known whether or how sensory stimulation might trigger abnormal sensory processing at the circuit level or abnormal behavioral responses in ASD mouse models, especially during an early developmental time when experience-dependent plasticity shapes such circuits. Using a novel assay, we discovered exaggerated motor responses to whisker stimulation in young Fmr1 knock-out (KO) mice (postnatal days 14-16), a model of FXS. Adult Fmr1 KO mice actively avoided a stimulus that was innocuous to wild-type controls, a sign of tactile defensiveness. Using in vivo two-photon calcium imaging of layer 2/3 barrel cortex neurons expressing GCaMP6s, we found no differences between wild-type and Fmr1 KO mice in overall whisker-evoked activity, though 45% fewer neurons in young Fmr1 KO mice responded in a time-locked manner. Notably, we identified a pronounced deficit in neuronal adaptation to repetitive whisker stimulation in both young and adult Fmr1 KO mice. Thus, impaired adaptation in cortical sensory circuits is a potential cause of tactile defensiveness in autism.SIGNIFICANCE STATEMENT We use a novel paradigm of repetitive whisker stimulation and in vivo calcium imaging to assess tactile defensiveness and barrel cortex activity in young and adult Fmr1 knock-out mice, the mouse model of fragile X syndrome (FXS). We describe evidence of tactile defensiveness, as well as a lack of L2/3 neuronal adaptation in barrel cortex, during whisker stimulation. We propose that a defect in sensory adaptation within local neuronal networks, beginning at a young age and continuing into adulthood, likely contributes to sensory overreactivity in FXS and perhaps other ASDs.
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Budimirovic DB, Berry-Kravis E, Erickson CA, Hall SS, Hessl D, Reiss AL, King MK, Abbeduto L, Kaufmann WE. Updated report on tools to measure outcomes of clinical trials in fragile X syndrome. J Neurodev Disord 2017; 9:14. [PMID: 28616097 PMCID: PMC5467057 DOI: 10.1186/s11689-017-9193-x] [Citation(s) in RCA: 112] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 02/22/2017] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE Fragile X syndrome (FXS) has been the neurodevelopmental disorder with the most active translation of preclinical breakthroughs into clinical trials. This process has led to a critical assessment of outcome measures, which resulted in a comprehensive review published in 2013. Nevertheless, the disappointing outcome of several recent phase III drug trials in FXS, and parallel efforts at evaluating behavioral endpoints for trials in autism spectrum disorder (ASD), has emphasized the need for re-assessing outcome measures and revising recommendations for FXS. METHODS After performing an extensive database search (PubMed, Food and Drug Administration (FDA)/National Institutes of Health (NIH)'s www.ClinicalTrials.gov, etc.) to determine progress since 2013, members of the Working Groups who published the 2013 Report evaluated the available outcome measures for FXS and related neurodevelopmental disorders using the COSMIN grading system of levels of evidence. The latter has also been applied to a British survey of endpoints for ASD. In addition, we also generated an informal classification of outcome measures for use in FXS intervention studies as instruments appropriate to detect shorter- or longer-term changes. RESULTS To date, a total of 22 double-blind controlled clinical trials in FXS have been identified through www.ClinicalTrials.gov and an extensive literature search. The vast majority of these FDA/NIH-registered clinical trials has been completed between 2008 and 2015 and has targeted the core excitatory/inhibitory imbalance present in FXS and other neurodevelopmental disorders. Limited data exist on reliability and validity for most tools used to measure cognitive, behavioral, and other problems in FXS in these trials and other studies. Overall, evidence for most tools supports a moderate tool quality grading. Data on sensitivity to treatment, currently under evaluation, could improve ratings for some cognitive and behavioral tools. Some progress has also been made at identifying promising biomarkers, mainly on blood-based and neurophysiological measures. CONCLUSION Despite the tangible progress in implementing clinical trials in FXS, the increasing data on measurement properties of endpoints, and the ongoing process of new tool development, the vast majority of outcome measures are at the moderate quality level with limited information on reliability, validity, and sensitivity to treatment. This situation is not unique to FXS, since reviews of endpoints for ASD have arrived at similar conclusions. These findings, in conjunction with the predominance of parent-based measures particularly in the behavioral domain, indicate that endpoint development in FXS needs to continue with an emphasis on more objective measures (observational, direct testing, biomarkers) that reflect meaningful improvements in quality of life. A major continuous challenge is the development of measurement tools concurrently with testing drug safety and efficacy in clinical trials.
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Affiliation(s)
- Dejan B. Budimirovic
- Departments of Psychiatry and Behavioral Sciences, Kennedy Krieger Institute and Child Psychiatry, Johns Hopkins University School of Medicine, 716 N. Broadway, Baltimore, MD 21205 USA
| | - Elizabeth Berry-Kravis
- Departments of Pediatrics, Neurological Sciences, Biochemistry, Rush University Medical Center, 1725 West Harrison, Suite 718, Chicago, IL 60612 USA
| | - Craig A. Erickson
- Division of Child and Adolescent Psychiatry, Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, 3333 Burnet Avenue MLC 4002, Cincinnati, OH 45229 USA
| | - Scott S. Hall
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305 USA
| | - David Hessl
- MIND Institute and Department of Psychiatry and Behavioral Sciences, University of California Davis Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
| | - Allan L. Reiss
- Division of Interdisciplinary Brain Sciences, Departments of Psychiatry and Behavioral Sciences, Radiology and Pediatrics, Stanford University, 401 Quarry Road, Stanford, CA 94305 USA
| | - Margaret K. King
- Autism & Developmental Medicine Institute, Geisinger Health System, Present address: Novartis Pharmaceuticals Corporation, US Medical, One Health Plaza, East Hanover, NJ 07936 USA
| | - Leonard Abbeduto
- MIND Institute and Department of Psychiatry and Behavioral Sciences, University of California Davis Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
| | - Walter E. Kaufmann
- Center for Translational Research, Greenwood Genetic Center, 113 Gregor Mendel Circle, Greenwood, SC 29646 USA
- Department of Neurology, Boston Children’s Hospital, Boston, MA 02115 USA
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McDiarmid TA, Bernardos AC, Rankin CH. Habituation is altered in neuropsychiatric disorders-A comprehensive review with recommendations for experimental design and analysis. Neurosci Biobehav Rev 2017; 80:286-305. [PMID: 28579490 DOI: 10.1016/j.neubiorev.2017.05.028] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Accepted: 05/29/2017] [Indexed: 02/03/2023]
Abstract
Abnormalities in the simplest form of learning, habituation, have been reported in a variety of neuropsychiatric disorders as etiologically diverse as Autism Spectrum Disorder, Fragile X syndrome, Schizophrenia, Parkinson's Disease, Huntington's Disease, Attention Deficit Hyperactivity Disorder, Tourette's Syndrome, and Migraine. Here we provide the first comprehensive review of what is known about alterations in this form of non-associative learning in each disorder. Across several disorders, abnormal habituation is predictive of symptom severity, highlighting the clinical significance of habituation and its importance to normal cognitive function. Abnormal habituation is discussed within the greater framework of learning theory and how it may relate to disease phenotype either as a cause, symptom, or therapy. Important considerations for the design and interpretation of habituation experiments are outlined with the hope that these will aid both clinicians and basic researchers investigating how this simple form of learning is altered in disease.
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Affiliation(s)
- Troy A McDiarmid
- Graduate Program in Neuroscience, University of British Columbia, 2215 Wesbrook Mall, Vancouver, British Columbia, V6T 1Z3, Canada; Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Rm F221, 2211 Wesbrook Mall, Vancouver, British Columbia, V6T 2B5, Canada
| | - Aram C Bernardos
- Graduate Program in Neuroscience, University of British Columbia, 2215 Wesbrook Mall, Vancouver, British Columbia, V6T 1Z3, Canada; Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Rm F221, 2211 Wesbrook Mall, Vancouver, British Columbia, V6T 2B5, Canada
| | - Catharine H Rankin
- Department of Psychology, University of British Columbia, 2136 West Mall, Vancouver, British Columbia, V6T 1Z4, Canada; Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Rm F221, 2211 Wesbrook Mall, Vancouver, British Columbia, V6T 2B5, Canada.
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Sinclair D, Oranje B, Razak KA, Siegel SJ, Schmid S. Sensory processing in autism spectrum disorders and Fragile X syndrome-From the clinic to animal models. Neurosci Biobehav Rev 2017; 76:235-253. [PMID: 27235081 PMCID: PMC5465967 DOI: 10.1016/j.neubiorev.2016.05.029] [Citation(s) in RCA: 114] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 04/08/2016] [Accepted: 05/23/2016] [Indexed: 01/08/2023]
Abstract
Brains are constantly flooded with sensory information that needs to be filtered at the pre-attentional level and integrated into endogenous activity in order to allow for detection of salient information and an appropriate behavioral response. People with Autism Spectrum Disorder (ASD) or Fragile X Syndrome (FXS) are often over- or under-reactive to stimulation, leading to a wide range of behavioral symptoms. This altered sensitivity may be caused by disrupted sensory processing, signal integration and/or gating, and is often being neglected. Here, we review translational experimental approaches that are used to investigate sensory processing in humans with ASD and FXS, and in relevant rodent models. This includes electroencephalographic measurement of event related potentials, neural oscillations and mismatch negativity, as well as habituation and pre-pulse inhibition of startle. We outline robust evidence of disrupted sensory processing in individuals with ASD and FXS, and in respective animal models, focusing on the auditory sensory domain. Animal models provide an excellent opportunity to examine common mechanisms of sensory pathophysiology in order to develop therapeutics.
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Affiliation(s)
- D Sinclair
- Translational Neuroscience Program, Department of Psychiatry, University of Pennsylvania, 125 S 31st St., Philadelphia, PA 19104, USA
| | - B Oranje
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, HP A 01.126 Heidelberglaan 100, CX Utrecht, 3584, The Netherlands; Center for Neuropsychiatric Schizophrenia Research (CNSR) and Center for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS), Copenhagen University Hospital, Psychiatric Center Glostrup, Ndr. Ringvej 29-67, Glostrup, 2600, Denmark; Faculty of Health Sciences, Department of Neurology, Psychiatry, and Sensory Sciences, University of Copenhagen, Denmark
| | - K A Razak
- Psychology Department, University of California Riverside, 900 University Avenue, Riverside, CA 92521, USA
| | - S J Siegel
- Translational Neuroscience Program, Department of Psychiatry, University of Pennsylvania, 125 S 31st St., Philadelphia, PA 19104, USA
| | - S Schmid
- Anatomy & Cell Biology, Schulich School of Medicine and Dentistry, University of Western Ontario, MSB 470, London, ON N6A 5C1, Canada.
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Rigoulot S, Knoth IS, Lafontaine M, Vannasing P, Major P, Jacquemont S, Michaud JL, Jerbi K, Lippé S. Altered visual repetition suppression in Fragile X Syndrome: New evidence from ERPs and oscillatory activity. Int J Dev Neurosci 2017; 59:52-59. [DOI: 10.1016/j.ijdevneu.2017.03.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 12/31/2016] [Accepted: 03/17/2017] [Indexed: 12/13/2022] Open
Affiliation(s)
- Simon Rigoulot
- Departement de PsychologieUniversité de MontréalMontrealCanada
- Neuroscience of Early Development (NED)MontrealCanada
- Centre de Recherche en Neuropsychologie et Cognition (CERNEC)MontrealCanada
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
- International Laboratory for Brain, Music and Sound Research (BRAMS)MontrealQuebecCanada
| | - Inga S. Knoth
- Neuroscience of Early Development (NED)MontrealCanada
- Centre de Recherche en Neuropsychologie et Cognition (CERNEC)MontrealCanada
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
| | - Marc‐Philippe Lafontaine
- Departement de PsychologieUniversité de MontréalMontrealCanada
- Neuroscience of Early Development (NED)MontrealCanada
- Centre de Recherche en Neuropsychologie et Cognition (CERNEC)MontrealCanada
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
| | - Phetsamone Vannasing
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
| | - Philippe Major
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
| | - Sébastien Jacquemont
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
| | - Jacques L. Michaud
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
| | - Karim Jerbi
- Departement de PsychologieUniversité de MontréalMontrealCanada
- Centre de Recherche en Neuropsychologie et Cognition (CERNEC)MontrealCanada
- International Laboratory for Brain, Music and Sound Research (BRAMS)MontrealQuebecCanada
- Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal (CRIUSMM)
- Centre de Recherche de l'Institut Universitaire de Gériatrie de Montréal (CRIUGM)
| | - Sarah Lippé
- Departement de PsychologieUniversité de MontréalMontrealCanada
- Neuroscience of Early Development (NED)MontrealCanada
- Centre de Recherche en Neuropsychologie et Cognition (CERNEC)MontrealCanada
- Research Center of the CHU Ste‐Justine Mother and Child University Hospital Center, Université de MontrealQuebecCanada
- International Laboratory for Brain, Music and Sound Research (BRAMS)MontrealQuebecCanada
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Wang J, Ethridge LE, Mosconi MW, White SP, Binder DK, Pedapati EV, Erickson CA, Byerly MJ, Sweeney JA. A resting EEG study of neocortical hyperexcitability and altered functional connectivity in fragile X syndrome. J Neurodev Disord 2017; 9:11. [PMID: 28316753 PMCID: PMC5351111 DOI: 10.1186/s11689-017-9191-z] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2016] [Accepted: 02/10/2017] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Cortical hyperexcitability due to abnormal fast-spiking inhibitory interneuron function has been documented in fmr1 KO mice, a mouse model of the fragile X syndrome which is the most common single gene cause of autism and intellectual disability. METHODS We collected resting state dense-array electroencephalography data from 21 fragile X syndrome (FXS) patients and 21 age-matched healthy participants. RESULTS FXS patients exhibited greater gamma frequency band power, which was correlated with social and sensory processing difficulties. Second, FXS patients showed increased spatial spreading of phase-synchronized high frequency neural activity in the gamma band. Third, we observed increased negative theta-to-gamma but decreased alpha-to-gamma band amplitude coupling, and the level of increased theta power was inversely related to the level of resting gamma power in FXS. CONCLUSIONS Increased theta band power and coupling from frontal sources may represent a mechanism providing compensatory inhibition of high-frequency gamma band activity, potentially contributing to the widely varying level of neurophysiological and behavioral abnormalities and treatment response seen in full-mutation FXS patients. These findings extend preclinical observations and provide new mechanistic insights into brain alterations and their variability across FXS patients. Electrophysiological measures may provide useful translational biomarkers for advancing drug development and individualizing treatments for neurodevelopmental disorders with associated neuronal hyperexcitability.
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Affiliation(s)
- Jun Wang
- Department of Psychology, Zhejiang Normal University, 688 Yingbin Road, Jinhua, Zhejiang China 321004
| | - Lauren E. Ethridge
- Department of Pediatrics, Section of Developmental and Behavioral Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
- Department of Psychology, University of Oklahoma, Norman, OK USA
| | - Matthew W. Mosconi
- Clinical Child Psychology Program and Schiefelbusch Institute for Life Span Studies, University of Kansas, Lawrence, KS USA
| | - Stormi P. White
- Department of Psychiatry, Center for Autism and Developmental Disabilities, University of Texas Southwestern Medical Center, Dallas, TX USA
| | - Devin K. Binder
- Center for Glial-Neuronal Interactions, Neuroscience Graduate Program, Division of Biomedical Sciences, School of Medicine, University of California, Riverside, CA USA
| | - Ernest V. Pedapati
- Department of Psychiatry and Behavioral Neuroscience and Division of Psychiatry, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH USA
| | - Craig A. Erickson
- Department of Psychiatry and Behavioral Neuroscience and Division of Psychiatry, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH USA
| | - Matthew J. Byerly
- Center for Mental Health Research and Recovery, Montana State University, Bozeman, MT USA
| | - John A. Sweeney
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, OH USA
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Sinclair D, Featherstone R, Naschek M, Nam J, Du A, Wright S, Pance K, Melnychenko O, Weger R, Akuzawa S, Matsumoto M, Siegel SJ. GABA-B Agonist Baclofen Normalizes Auditory-Evoked Neural Oscillations and Behavioral Deficits in the Fmr1 Knockout Mouse Model of Fragile X Syndrome. eNeuro 2017; 4:ENEURO.0380-16.2017. [PMID: 28451631 PMCID: PMC5394929 DOI: 10.1523/eneuro.0380-16.2017] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Revised: 02/09/2017] [Accepted: 02/13/2017] [Indexed: 12/15/2022] Open
Abstract
Fragile X syndrome is a genetic condition resulting from FMR1 gene mutation that leads to intellectual disability, autism-like symptoms, and sensory hypersensitivity. Arbaclofen, a GABA-B agonist, has shown efficacy in some individuals with FXS but has become unavailable after unsuccessful clinical trials, prompting interest in publicly available, racemic baclofen. The present study investigated whether racemic baclofen can remediate abnormalities of neural circuit function, sensory processing, and behavior in Fmr1 knockout mice, a rodent model of fragile X syndrome. Fmr1 knockout mice showed increased baseline and auditory-evoked high-frequency gamma (30-80 Hz) power relative to C57BL/6 controls, as measured by electroencephalography. These deficits were accompanied by decreased T maze spontaneous alternation, decreased social interactions, and increased open field center time, suggestive of diminished working memory, sociability, and anxiety-like behavior, respectively. Abnormal auditory-evoked gamma oscillations, working memory, and anxiety-related behavior were normalized by treatment with baclofen, but impaired sociability was not. Improvements in working memory were evident predominantly in mice whose auditory-evoked gamma oscillations were dampened by baclofen. These findings suggest that racemic baclofen may be useful for targeting sensory and cognitive disturbances in fragile X syndrome.
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Affiliation(s)
- D Sinclair
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - R Featherstone
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - M Naschek
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - J Nam
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - A Du
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - S Wright
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - K Pance
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - O Melnychenko
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - R Weger
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - S Akuzawa
- Neuroscience Research Unit, DDR, Astellas Pharma Inc., Tsukuba-Shi, Ibaraki 305-8585, Japan
| | - M Matsumoto
- Neuroscience Research Unit, DDR, Astellas Pharma Inc., Tsukuba-Shi, Ibaraki 305-8585, Japan
| | - S J Siegel
- Translational Neuroscience Program Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
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Didriksen M, Fejgin K, Nilsson SR, Birknow MR, Grayton HM, Larsen PH, Lauridsen JB, Nielsen V, Celada P, Santana N, Kallunki P, Christensen KV, Werge TM, Stensbøl TB, Egebjerg J, Gastambide F, Artigas F, Bastlund JF, Nielsen J. Persistent gating deficit and increased sensitivity to NMDA receptor antagonism after puberty in a new mouse model of the human 22q11.2 microdeletion syndrome: a study in male mice. J Psychiatry Neurosci 2017; 42:48-58. [PMID: 27391101 PMCID: PMC5373712 DOI: 10.1503/jpn.150381] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Revised: 03/05/2016] [Accepted: 04/05/2016] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND The hemizygous 22q11.2 microdeletion is a common copy number variant in humans. The deletion confers high risk for neurodevelopmental disorders, including autism and schizophrenia. Up to 41% of deletion carriers experience psychotic symptoms. METHODS We present a new mouse model (Df(h22q11)/+) of the deletion syndrome (22q11.2DS) and report on, to our knowledge, the most comprehensive study undertaken to date in 22q11.2DS models. The study was conducted in male mice. RESULTS We found elevated postpubertal N-methyl-D-aspartate (NMDA) receptor antagonist-induced hyperlocomotion, age-independent prepulse inhibition (PPI) deficits and increased acoustic startle response (ASR). The PPI deficit and increased ASR were resistant to antipsychotic treatment. The PPI deficit was not a consequence of impaired hearing measured by auditory brain stem responses. The Df(h22q11)/+ mice also displayed increased amplitude of loudness-dependent auditory evoked potentials. Prefrontal cortex and dorsal striatal elevations of the dopamine metabolite DOPAC and increased dorsal striatal expression of the AMPA receptor subunit GluR1 was found. The Df(h22q11)/+ mice did not deviate from wild-type mice in a wide range of other behavioural and biochemical assays. LIMITATIONS The 22q11.2 microdeletion has incomplete penetrance in humans, and the severity of disease depends on the complete genetic makeup in concert with environmental factors. In order to obtain more marked phenotypes reflecting the severe conditions related to 22q11.2DS it is suggested to expose the Df(h22q11)/+ mice to environmental stressors that may unmask latent psychopathology. CONCLUSION The Df(h22q11)/+ model will be a valuable tool for increasing our understanding of the etiology of schizophrenia and other psychiatric disorders associated with the 22q11DS.
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Affiliation(s)
- Michael Didriksen
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Kim Fejgin
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Simon R.O. Nilsson
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Michelle R. Birknow
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Hannah M. Grayton
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Peter H. Larsen
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Jes B. Lauridsen
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Vibeke Nielsen
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Pau Celada
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Noemi Santana
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Pekka Kallunki
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Kenneth V. Christensen
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Thomas M. Werge
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Tine B. Stensbøl
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Jan Egebjerg
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Francois Gastambide
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Francesc Artigas
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Jesper F. Bastlund
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
| | - Jacob Nielsen
- From H. Lundbeck A/S, Research DK, Valby, Denmark (Didriksen Fejgin, Birknow, Larsen, Lauridsen, Nielsen, Kallunki, Christensen, Stensbøl, Egebjerg, Nielsen); the Department of Psychology, University of Cambridge, Cambridge, UK (Nilsson); the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK (Nilsson); the Lilly Centre for Cognitive Neuroscience, Lilly Research Laboratories, Windlesham, UK (Grayton, Gastambide); the Institut d’Investigacions Biomèdiques de Barcelona, Barcelona, Spain (Celada, Artigas); the Centro de Investigación Biomédica en Red de Salud Mental, Spain (Santana, Artigas); the Institute of Biological Psychiatry, MHC Sct. Hans, Copenhagen Mental Health Services; and the Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen; iP-SYCH - The Lundbeck Foundation’s Initiative for Integrative Psychiatric Research, Roskilde, Denmark (Werge)
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Abstract
Fragile X syndrome (FXS) is the most common inherited form of intellectual disability, and is the leading single-gene cause of autism spectrum disorders. It is due to a loss of the fragile X mental retardation protein, which leads to molecular, behavioral, and cognitive deficits in these patients. Improvements in our understanding of its pathophysiology have led to the development of numerous targeted treatments in FXS as highlighted by metabotropic glutamate receptor antagonists and gamma-Aminobutyric acid receptor modulators. This review will summarize relevant pre-clinical data and results from clinical trials in human subjects with FXS. It will also highlight upcoming studies and future directions for clinical trials as well.
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Affiliation(s)
- Andrew Ligsay
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California, Davis Medical Center, Sacramento, CA, USA
- University of California, Davis School of Medicine, Sacramento, CA, USA
| | - Randi J Hagerman
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California, Davis Medical Center, Sacramento, CA, USA
- Department of Pediatrics, University of California, Davis Medical Center, Sacramento, CA, USA
- Address correspondence to: Dr. Randi J Hagerman, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California, Davis Medical Center, 2825 50th Street, Sacramento, CA 95817, USA. E-mail:
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Ethridge LE, White SP, Mosconi MW, Wang J, Byerly MJ, Sweeney JA. Reduced habituation of auditory evoked potentials indicate cortical hyper-excitability in Fragile X Syndrome. Transl Psychiatry 2016; 6:e787. [PMID: 27093069 PMCID: PMC4872406 DOI: 10.1038/tp.2016.48] [Citation(s) in RCA: 126] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Revised: 02/11/2016] [Accepted: 02/15/2016] [Indexed: 11/09/2022] Open
Abstract
Sensory hypersensitivities are common, clinically distressing features of Fragile X Syndrome (FXS). Preclinical evidence suggests this abnormality may result from synaptic hyper-excitability in sensory systems. This model predicts reduced sensory habituation to repeated stimulus presentation. Fourteen adolescents and adults with FXS and 15 age-matched controls participated in a modified auditory gating task using trains of 4 identical tones during dense array electroencephalography (EEG). Event-related potential and single trial time-frequency analyses revealed decreased habituation of the N1 event-related potential response in FXS, and increased gamma power coupled with decreases in gamma phase-locking during the early-stimulus registration period. EEG abnormalities in FXS were associated with parent reports of heightened sensory sensitivities and social communication deficits. Reduced habituation and altered gamma power and phase-locking to auditory cues demonstrated here in FXS patients parallels preclinical findings with Fmr1 KO mice. Thus, the EEG abnormalities seen in FXS patients support the model of neocortical hyper-excitability in FXS, and may provide useful translational biomarkers for evaluating novel treatment strategies targeting its neural substrate.
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Affiliation(s)
- L E Ethridge
- Department of Pediatrics, Section on Developmental and Behavioral Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA,Department of Psychology, University of Oklahoma, Norman, OK, USA,Department of Pediatrics, Section on Developmental and Behavioral Pediatrics, University of Oklahoma Health Sciences Center, 1100 North East 13th Street, Nicholson Tower, Suite 4900, Oklahoma City, OK 73104, USA. E-mail:
| | - S P White
- Department of Psychiatry, Center for Autism and Developmental Disabilities, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - M W Mosconi
- Department of Psychiatry, Center for Autism and Developmental Disabilities, University of Texas Southwestern Medical Center, Dallas, TX, USA,Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, USA,Departments of Applied Behavioral Science and Psychology, Schiefelbusch Institute for Life Span Studies and Clinical Child Psychology Program, University of Kansas, Lawrence, KS, USA
| | - J Wang
- Department of Psychiatry, Center for Autism and Developmental Disabilities, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - M J Byerly
- Department of Psychiatry, Center for Autism and Developmental Disabilities, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - J A Sweeney
- Department of Psychiatry, Center for Autism and Developmental Disabilities, University of Texas Southwestern Medical Center, Dallas, TX, USA,Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, USA
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Matrix metalloproteinase-9 deletion rescues auditory evoked potential habituation deficit in a mouse model of Fragile X Syndrome. Neurobiol Dis 2016; 89:126-35. [PMID: 26850918 DOI: 10.1016/j.nbd.2016.02.002] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 12/21/2015] [Accepted: 02/01/2016] [Indexed: 12/27/2022] Open
Abstract
UNLABELLED Sensory processing deficits are common in autism spectrum disorders, but the underlying mechanisms are unclear. Fragile X Syndrome (FXS) is a leading genetic cause of intellectual disability and autism. Electrophysiological responses in humans with FXS show reduced habituation with sound repetition and this deficit may underlie auditory hypersensitivity in FXS. Our previous study in Fmr1 knockout (KO) mice revealed an unusually long state of increased sound-driven excitability in auditory cortical neurons suggesting that cortical responses to repeated sounds may exhibit abnormal habituation as in humans with FXS. Here, we tested this prediction by comparing cortical event related potentials (ERP) recorded from wildtype (WT) and Fmr1 KO mice. We report a repetition-rate dependent reduction in habituation of N1 amplitude in Fmr1 KO mice and show that matrix metalloproteinase-9 (MMP-9), one of the known FMRP targets, contributes to the reduced ERP habituation. Our studies demonstrate a significant up-regulation of MMP-9 levels in the auditory cortex of adult Fmr1 KO mice, whereas a genetic deletion of Mmp-9 reverses ERP habituation deficits in Fmr1 KO mice. Although the N1 amplitude of Mmp-9/Fmr1 DKO recordings was larger than WT and KO recordings, the habituation of ERPs in Mmp-9/Fmr1 DKO mice is similar to WT mice implicating MMP-9 as a potential target for reversing sensory processing deficits in FXS. Together these data establish ERP habituation as a translation relevant, physiological pre-clinical marker of auditory processing deficits in FXS and suggest that abnormal MMP-9 regulation is a mechanism underlying auditory hypersensitivity in FXS. SIGNIFICANCE Fragile X Syndrome (FXS) is the leading known genetic cause of autism spectrum disorders. Individuals with FXS show symptoms of auditory hypersensitivity. These symptoms may arise due to sustained neural responses to repeated sounds, but the underlying mechanisms remain unclear. For the first time, this study shows deficits in habituation of neural responses to repeated sounds in the Fmr1 KO mice as seen in humans with FXS. We also report an abnormally high level of matrix metalloprotease-9 (MMP-9) in the auditory cortex of Fmr1 KO mice and that deletion of Mmp-9 from Fmr1 KO mice reverses habituation deficits. These data provide a translation relevant electrophysiological biomarker for sensory deficits in FXS and implicate MMP-9 as a target for drug discovery.
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A meta-analysis of mismatch negativity in children with attention deficit-hyperactivity disorders. Neurosci Lett 2015; 612:132-137. [PMID: 26628248 DOI: 10.1016/j.neulet.2015.11.033] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 11/17/2015] [Accepted: 11/22/2015] [Indexed: 12/14/2022]
Abstract
Mismatch negativity (MMN) is an optimal neurophysiological signal to assess the integrity of auditory sensory memory and involuntary attention switch. The generation of MMN is independent of overt behavioral requirements, concentration or motivation, and thus serves as a suitable tool to study the perceptual function in children with attention deficit-hyperactivity disorders (ADHD). It remains unclear whether ADHD children showed altered MMN responses. Therefore we performed a meta-analysis of peer-reviewed MMN studies that had targeted both typically developed and ADHD children to examine the pooled effect size. The published articles between 1990 and 2014 were searched in PubMed, Medline, Cochrane, and CINAHL. The mean effect size and a 95% confidence interval (CI) were estimated. Six studies, consisting of 10 individual investigations, were included in the final analysis. A significant effect size of 0.28 was found (p=0.028, 95% CI at 0.03-0.53). These results were also free from publication bias or heterogeneity. In conclusion, our meta-analysis results suggest ADHD children demonstrated a reduced MMN amplitude compared to healthy controls.
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Giles AC, Opperman KJ, Rankin CH, Grill B. Developmental Function of the PHR Protein RPM-1 Is Required for Learning in Caenorhabditis elegans. G3 (BETHESDA, MD.) 2015; 5:2745-57. [PMID: 26464359 PMCID: PMC4683646 DOI: 10.1534/g3.115.021410] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Accepted: 10/06/2015] [Indexed: 12/12/2022]
Abstract
The PAM/Highwire/RPM-1 (PHR) proteins are signaling hubs that function as important regulators of neural development. Loss of function in Caenorhabditis elegans rpm-1 and Drosophila Highwire results in failed axon termination, inappropriate axon targeting, and abnormal synapse formation. Despite broad expression in the nervous system and relatively dramatic defects in synapse formation and axon development, very mild abnormalities in behavior have been found in animals lacking PHR protein function. Therefore, we hypothesized that large defects in behavior might only be detected in scenarios in which evoked, prolonged circuit function is required, or in which behavioral plasticity occurs. Using quantitative approaches in C. elegans, we found that rpm-1 loss-of-function mutants have relatively mild abnormalities in exploratory locomotion, but have large defects in evoked responses to harsh touch and learning associated with tap habituation. We explored the nature of the severe habituation defects in rpm-1 mutants further. To address what part of the habituation circuit was impaired in rpm-1 mutants, we performed rescue analysis with promoters for different neurons. Our findings indicate that RPM-1 function in the mechanosensory neurons affects habituation. Transgenic expression of RPM-1 in adult animals failed to rescue habituation defects, consistent with developmental defects in rpm-1 mutants resulting in impaired habituation. Genetic analysis showed that other regulators of neuronal development that function in the rpm-1 pathway (including glo-4, fsn-1, and dlk-1) also affected habituation. Overall, our findings suggest that developmental defects in rpm-1 mutants manifest most prominently in behaviors that require protracted or plastic circuit function, such as learning.
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Affiliation(s)
- Andrew C Giles
- Department of Neuroscience, The Scripps Research Institute, Scripps Florida, Jupiter, Florida 33458
| | - Karla J Opperman
- Department of Neuroscience, The Scripps Research Institute, Scripps Florida, Jupiter, Florida 33458
| | - Catharine H Rankin
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada Brain Research Centre, University of British Columbia, Vancouver, British Columbia V6T 2B5, Canada
| | - Brock Grill
- Department of Neuroscience, The Scripps Research Institute, Scripps Florida, Jupiter, Florida 33458
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Ruby K, Falvey K, Kulesza R. Abnormal neuronal morphology and neurochemistry in the auditory brainstem of Fmr1 knockout rats. Neuroscience 2015; 303:285-98. [DOI: 10.1016/j.neuroscience.2015.06.061] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Revised: 06/10/2015] [Accepted: 06/27/2015] [Indexed: 01/19/2023]
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