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Minissi ME, Gómez-Zaragozá L, Marín-Morales J, Mantovani F, Sirera M, Abad L, Cervera-Torres S, Gómez-García S, Chicchi Giglioli IA, Alcañiz M. The whole-body motor skills of children with autism spectrum disorder taking goal-directed actions in virtual reality. Front Psychol 2023; 14:1140731. [PMID: 37089733 PMCID: PMC10117537 DOI: 10.3389/fpsyg.2023.1140731] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 03/13/2023] [Indexed: 04/08/2023] Open
Abstract
Many symptoms of the autism spectrum disorder (ASD) are evident in early infancy, but ASD is usually diagnosed much later by procedures lacking objective measurements. It is necessary to anticipate the identification of ASD by improving the objectivity of the procedure and the use of ecological settings. In this context, atypical motor skills are reaching consensus as a promising ASD biomarker, regardless of the level of symptom severity. This study aimed to assess differences in the whole-body motor skills between 20 children with ASD and 20 children with typical development during the execution of three tasks resembling regular activities presented in virtual reality. The virtual tasks asked to perform precise and goal-directed actions with different limbs vary in their degree of freedom of movement. Parametric and non-parametric statistical methods were applied to analyze differences in children's motor skills. The findings endorsed the hypothesis that when particular goal-directed movements are required, the type of action could modulate the presence of motor abnormalities in ASD. In particular, the ASD motor abnormalities emerged in the task requiring to take with the upper limbs goal-directed actions with low degree of freedom. The motor abnormalities covered (1) the body part mainly involved in the action, and (2) further body parts not directly involved in the movement. Findings were discussed against the background of atypical prospective control of movements and visuomotor discoordination in ASD. These findings contribute to advance the understanding of motor skills in ASD while deepening ecological and objective assessment procedures based on VR.
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Affiliation(s)
- Maria Eleonora Minissi
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-tech), Universitat Politécnica de Valencia, Valencia, Spain
| | - Lucía Gómez-Zaragozá
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-tech), Universitat Politécnica de Valencia, Valencia, Spain
| | - Javier Marín-Morales
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-tech), Universitat Politécnica de Valencia, Valencia, Spain
| | - Fabrizia Mantovani
- Centre for Studies in Communication Sciences “Luigi Anolli” (CESCOM), Department of Human Sciences for Education “Riccardo Massa”, University of Milano - Bicocca, Milan, Italy
| | - Marian Sirera
- Red Cenit, Centros de Desarrollo Cognitivo, Valencia, Spain
| | - Luis Abad
- Red Cenit, Centros de Desarrollo Cognitivo, Valencia, Spain
| | - Sergio Cervera-Torres
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-tech), Universitat Politécnica de Valencia, Valencia, Spain
| | - Soledad Gómez-García
- Facultad de Magisterio y Ciencias de la Educación, Universidad Católica de Valencia, Valencia, Spain
| | - Irene Alice Chicchi Giglioli
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-tech), Universitat Politécnica de Valencia, Valencia, Spain
| | - Mariano Alcañiz
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-tech), Universitat Politécnica de Valencia, Valencia, Spain
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2
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Lockhart AK, Sharpley CF, Bitsika V. Mu Desynchronisation in Autistic Individuals: What We Know and What We Need to Know. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2023. [DOI: 10.1007/s40489-023-00354-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
AbstractAutism spectrum disorder (ASD) is a neurodevelopmental condition that includes social-communication deficits and repetitive and stereotypical behaviours (APA 2022). Neurobiological methods of studying ASD are a promising methodology for identifying ASD biomarkers. Mu rhythms (Mu) have the potential to shed light on the socialisation deficits that characterise ASD; however, Mu/ASD studies thus far have yielded inconsistent results. This review examines the existing Mu/ASD studies to determine where this variability lies to elucidate potential factors that can be addressed in future studies.
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Brain-Computer Interface Training of mu EEG Rhythms in Intellectually Impaired Children with Autism: A Feasibility Case Series. Appl Psychophysiol Biofeedback 2023; 48:229-245. [PMID: 36607454 DOI: 10.1007/s10484-022-09576-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2022] [Indexed: 01/07/2023]
Abstract
Prior studies show that neurofeedback training (NFT) of mu rhythms improves behavior and EEG mu rhythm suppression during action observation in children with autism spectrum disorder (ASD). However, intellectually impaired persons were excluded because of their behavioral challenges. We aimed to determine if intellectually impaired children with ASD, who were behaviorally prepared to take part in a mu-NFT study using conditioned auditory reinforcers, would show improvements in symptoms and mu suppression following mu-NFT. Seven children with ASD (ages 6-8; mean IQ 70.6 ± 7.5) successfully took part in mu-NFT. Four cases demonstrated positive learning trends (hit rates) during mu-NFT (learners), and three cases did not (non-learners). Artifact-creating behaviors were present during tests of mu suppression for all cases, but were more frequent in non-learners. Following NFT, learners showed behavioral improvements and were more likely to show evidence of a short-term increase in mu suppression relative to non-learners who showed little to no EEG or behavior improvements. Results support mu-NFT's application in some children who otherwise may not have been able to take part without enhanced behavioral preparations. Children who have more limitations in demonstrating learning during NFT, or in providing data with relatively low artifact during task-dependent EEG tests, may have less chance of benefiting from mu-NFT. Improving the identification of ideal mu-NFT candidates, mu-NFT learning rates, source analyses, EEG outcome task performance, population-specific artifact-rejection methods, and the theoretical bases of NFT protocols, could aid future BCI-based, neurorehabilitation efforts.
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4
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Zhang S, Chen D, Tang Y, Li X. Learning graph-based relationship of dual-modal features towards subject adaptive ASD assessment. Neurocomputing 2023. [DOI: 10.1016/j.neucom.2022.10.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Bo J, Acluche F, Lasutschinkow PC, Augustiniak A, Ditchfield N, Lajiness-O'Neill R. Motor networks in children with autism spectrum disorder: a systematic review on EEG studies. Exp Brain Res 2022; 240:3073-3087. [PMID: 36260095 DOI: 10.1007/s00221-022-06483-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 10/09/2022] [Indexed: 01/15/2023]
Abstract
Motor disturbance and altered motor networks are commonly reported in individuals with autism spectrum disorder (ASD). It has been suggested that electroencephalogram (EEG) can be used to provide exquisite temporal resolution for understanding motor control processes in ASD. However, the variability of study design and EEG approaches can impact our interpretation. Here, we conducted a systematic review on recent 11 EEG studies that involve motor observation and/or execution tasks and evaluated how these findings help us understand motor difficulties in ASD. Three behavior paradigms with different EEG analytic methods were demonstrated. The main findings were quite mixed: children with ASD did not always show disrupted neuronal activity during motor observation. Additionally, they might have intact ability for movement execution but have more difficulties in neuronal modulation during movement preparation. We would like to promote discussions on how methodological selections of behavioral tasks and data analytic approaches impact our interpretation of motor deficits in ASD. Future EEG research addressing the inconsistency across methodological approaches is necessary to help us understand neurophysiological mechanism of motor abnormalities in ASD.
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Affiliation(s)
- Jin Bo
- Department of Psychology, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA. .,Neuroscience Program, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA.
| | - Frantzy Acluche
- Department of Psychology, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA
| | - Patricia C Lasutschinkow
- Department of Psychology, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA
| | - Alyssa Augustiniak
- Department of Psychology, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA
| | - Noelle Ditchfield
- Department of Psychology, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA
| | - Renee Lajiness-O'Neill
- Department of Psychology, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA.,Neuroscience Program, Eastern Michigan University, 341 MJ Science Building, Ypsilanti, MI, 48197, USA
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6
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Ninomiya T, Noritake A, Tatsumoto S, Go Y, Isoda M. Cognitive genomics of learning delay and low level of social performance monitoring in macaque. Sci Rep 2022; 12:16539. [PMID: 36192455 PMCID: PMC9529886 DOI: 10.1038/s41598-022-20948-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 09/21/2022] [Indexed: 11/29/2022] Open
Abstract
Cognitive skills and the underlying neural architecture are under the influence of genetics. Cognitive genomics research explores the triadic relationship between genes, brain, and cognition, with its major strategy being genotype-driven. Here we show that an inverse strategy is feasible to identify novel candidate genes for particular neuro-cognitive phenotypes in macaques. Two monkeys, originally involved in separate psychological studies, exhibited learning delay and low levels of social performance monitoring. In one monkey, mirror neurons were fewer compared to controls and mu suppression was absent in the frontal cortex. The other monkey showed heightened visual responsiveness in both frontal cortex and dopamine-rich midbrain, with a lack of inter-areal synchronization. Exome analyses revealed that the two monkeys were most likely cousins and shared variants in MAP2, APOC1, and potentially HTR2C. This phenotype-driven strategy in cognitive genomics provides a useful means to clarify the genetic basis of phenotypic variation and develop macaque models of neuropsychiatric disorders.
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Affiliation(s)
- Taihei Ninomiya
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, 444-8585, Japan.,Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, 240-0193, Japan
| | - Atsushi Noritake
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, 444-8585, Japan.,Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, 240-0193, Japan
| | - Shoji Tatsumoto
- Cognitive Genomics Research Group, Exploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences, Okazaki, 444-8585, Japan
| | - Yasuhiro Go
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, 444-8585, Japan.,Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, 240-0193, Japan.,Cognitive Genomics Research Group, Exploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences, Okazaki, 444-8585, Japan
| | - Masaki Isoda
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, 444-8585, Japan. .,Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, 240-0193, Japan.
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7
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Effects of perinatal dioxin exposure on mirror neuron activity in 9-year-old children living in a hot spot of dioxin contamination in Vietnam. Neuropsychologia 2021; 161:108001. [PMID: 34450135 DOI: 10.1016/j.neuropsychologia.2021.108001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 07/25/2021] [Accepted: 08/18/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND For 8 years, we have followed up a birth cohort comprising 241 mother-and-infant pairs living around the Da Nang airbase, a hot spot of dioxin contamination in Vietnam, and have reported the impacts of perinatal dioxin exposure on the neurodevelopment of children at various ages. In the present study, 9 years after birth, we investigated the effects of perinatal dioxin exposure on mu and theta rhythms by analyzing EEG power during the execution and observation of hand movements, which indicate mirror neuron system activity. METHODS One hundred fifty-five 9-year-old children (86 boys and 69 girls) from the Da Nang birth cohort participated in the EEG examination with free viewing of hand movements. The dioxin levels in their mothers' breast milk, measured 1 month after birth, were used as perinatal dioxin exposure markers. A log transform of the ratio of EEG power during execution or observation of the hand movements relative to the power during observation of a bouncing ball for theta and mu rhythms was used to evaluate mirror neuron activity. RESULTS In both brain hemispheres, the log power ratio in the theta band was significantly higher (i.e., less reduction of power) during observation of hand movements in girls exposed to high levels of TCDD. In boys, however, dioxin congeners other than TCDD, including HxCDDs and several PCDF congeners, contributed to increased log power ratios in the theta band. Particularly for PCDF congeners, the log power ratios in the lowest group among 4 exposure groups were lowest and significantly increased (i.e., decreasing reduction of power) with increasing dose. CONCLUSION Perinatal TCDD exposure may influence the mirror neuron system of the brain, which plays an important role for social-emotional behavior in children, particularly in girls living in a hot spot of dioxin contamination in Vietnam.
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The Early Start Denver Model Intervention and Mu Rhythm Attenuation in Autism Spectrum Disorders. J Autism Dev Disord 2021; 52:3304-3313. [PMID: 34309743 DOI: 10.1007/s10803-021-05190-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/06/2021] [Indexed: 10/20/2022]
Abstract
We examined the relationship between the Early start Denver model (ESDM) intervention and mu rhythm attenuation, an EEG paradigm reflecting neural processes associated with action perception and social information processing. Children were assigned to either receive comprehensive ESDM intervention for two years, or were encouraged to pursue resources in the community. Two years after intervention, EEG was collected during the execution and observation of grasping actions performed by familiar and unfamiliar agents. The ESDM group showed significantly greater attenuation when viewing a parent or caregiver executing a grasping action, compared with an unfamiliar individual executing the same action. Our findings suggest that the ESDM may have a unique impact on neural circuitry underlying social cognition and familiarity.
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9
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Kaida AI, Eismont EV, Mikhailova AA, Pavlenko VB. EEG sensorimotor rhythms in children with autism spectrum disorders. BULLETIN OF RUSSIAN STATE MEDICAL UNIVERSITY 2020. [DOI: 10.24075/brsmu.2020.055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
One of the currently assumed causes of impaired social interaction exhibited by children with autism spectrum disorders (ASD) is dysfunction of the mirror neuron system (MNS), which is responsible for imitation, understanding the intentions and emotions of other people. Desynchronization of sensorimotor rhythms is considered to be the indicator of MNS activation. This study aimed to analyze the specific patterns of reactivity of the μ-rhythm in an individually determined frequency range and β-rhythm on the EEG in children with ASD during independent movements, observation, imitation and auditory perception of similar movements performed by another person. The data collected were compared to those describing normally developing children. The study involved right-handed children with ASD aged 5–10 (n = 10) and normally developing children (n = 10). In the independent movements exercise, β-rhythm desynchronization was more pronounced in children with ASD, with difference becoming significant in the P4 locus (p = 0.03). In the movements imitation exercise, the groups showed significant differences in the EEG μ-rhythm in the locus C3 (p = 0.03). Auditory perception of movements revealed significant differences in the ranges of both μ-rhythm (loci F3 and Fz (p = 0.02), F4 (p = 0.04), Cz (p = 0.009)) and β-rhythm (loci Fz (p = 0.01), F4 (p = 0.02)). In these situations, children with ASD exhibited synchronization of sensorimotor rhythms, while normally developing children showed desynchronization. The assumption is that the specific patterns revealed are the consequences of disruption of functions of MNS and anti-mirror system. The data obtained can be used in development of EEG biofeedback training protocols for children with ASD.
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Affiliation(s)
- AI Kaida
- V.I. Vernadsky Crimean Federal University, Simferopol, Russia
| | - EV Eismont
- V.I. Vernadsky Crimean Federal University, Simferopol, Russia
| | - AA Mikhailova
- V.I. Vernadsky Crimean Federal University, Simferopol, Russia
| | - VB Pavlenko
- V.I. Vernadsky Crimean Federal University, Simferopol, Russia
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10
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Rauchbauer B, Grosbras MH. Developmental trajectory of interpersonal motor alignment: Positive social effects and link to social cognition. Neurosci Biobehav Rev 2020; 118:411-425. [PMID: 32783968 PMCID: PMC7415214 DOI: 10.1016/j.neubiorev.2020.07.032] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 06/19/2020] [Accepted: 07/27/2020] [Indexed: 01/08/2023]
Abstract
Interpersonal motor alignment (IMA) has positive effects on healthy social life. IMA - mimicry, synchrony, automatic imitation - is studied throughout development. It relies on motor resonance brain mechanisms identified throughout development. It is modulated by contextual and personal factors. IMA is underinvestigated in adolescence, yet it may aid to enhance resilience.
Interpersonal motor alignment is a ubiquitous behavior in daily social life. It is a building block for higher social cognition, including empathy and mentalizing and promotes positive social effects. It can be observed as mimicry, synchrony and automatic imitation, to name a few. These phenomena rely on motor resonance processes, i.e., a direct link between the perception of an action and its execution. While a considerable literature debates its underlying mechanisms and measurement methods, the question of how motor alignment comes about and changes in ontogeny all the way until adulthood, is rarely discussed specifically. In this review we will focus on the link between interpersonal motor alignment, positive social effects and social cognition in infants, children, and adolescents, demonstrating that this link is present early on in development. Yet, in reviewing the existing literature pertaining to social psychology and developmental social cognitive neuroscience, we identify a knowledge gap regarding the healthy developmental changes in interpersonal motor alignment especially in adolescence.
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Affiliation(s)
- Birgit Rauchbauer
- Laboratoire de Neuroscience Cognitives, UMR 7291, Aix-Marseille University, CNRS, 3 Place Victor-Hugo, 13331 Marseille Cedex 3, France; Laboratoire Parole et Langage, Aix-Marseille University, CNRS, 5 Avenue Pasteur, 13100 Aix-en-Provence, France; Institut de Neuroscience de la Timone, Aix-Marseille University, CNRS, Faculté de Médecine, 27 Boulevard Jean Moulin, 13005 Marseille, France.
| | - Marie-Hélène Grosbras
- Laboratoire de Neuroscience Cognitives, UMR 7291, Aix-Marseille University, CNRS, 3 Place Victor-Hugo, 13331 Marseille Cedex 3, France
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11
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Harvy J, Ewen JB, Thakor N, Bezerianos A, Li J. Cortical Functional Connectivity during Praxis in Autism Spectrum Disorder. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2019:333-336. [PMID: 31945909 DOI: 10.1109/embc.2019.8857903] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Abnormal functional connectivity was reported as one of the underlying characteristics of autism spectrum disorder (ASD). Considering the motor deficits in ASD, we utilized praxis to investigate the neural mechanisms of ASD during motor task. Since the previous functional connectivity studies reported divergent results, we explored the properties of the functional connectivity using graph metrics to address brain organization alterations of ASD. We proposed the use of eLORETA to investigate the cortical connectivity during praxis based on a cohort of 45 high-functioning ASD (HFA) children and 45 typically developing (TD) children. The between-group comparison revealed higher clustering coefficient and lower global efficiency for HFA relative to TD while the between-phase comparison suggested decreasing global efficiency, increasing characteristic path length for TD. Nodal metrics exhibited significant differences between groups in frontal and occipital regions. These regions also showed significant changes of nodal metrics and connection strengths between baseline and praxis execution for TD. However, there were no significant changes in global, nodal metrics and connection strengths between phases for HFA. Our study suggested that cortical connectivity in ASD exhibited lower overall efficiency and a deficit in reorganization, which deepens the understanding of abnormal brain organization in ASD.
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12
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Torres EB, Caballero C, Mistry S. Aging with Autism Departs Greatly from Typical Aging. SENSORS 2020; 20:s20020572. [PMID: 31968701 PMCID: PMC7014496 DOI: 10.3390/s20020572] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 01/13/2020] [Accepted: 01/14/2020] [Indexed: 01/01/2023]
Abstract
Autism has been largely portrayed as a psychiatric and childhood disorder. However, autism is a lifelong neurological condition that evolves over time through highly heterogeneous trajectories. These trends have not been studied in relation to normative aging trajectories, so we know very little about aging with autism. One aspect that seems to develop differently is the sense of movement, inclusive of sensory kinesthetic-reafference emerging from continuously sensed self-generated motions. These include involuntary micro-motions eluding observation, yet routinely obtainable in fMRI studies to rid images of motor artifacts. Open-access repositories offer thousands of imaging records, covering 5-65 years of age for both neurotypical and autistic individuals to ascertain the trajectories of involuntary motions. Here we introduce new computational techniques that automatically stratify different age groups in autism according to probability distance in different representational spaces. Further, we show that autistic cross-sectional population trajectories in probability space fundamentally differ from those of neurotypical controls and that after 40 years of age, there is an inflection point in autism, signaling a monotonically increasing difference away from age-matched normative involuntary motion signatures. Our work offers new age-appropriate stochastic analyses amenable to redefine basic research and provide dynamic diagnoses as the person's nervous systems age.
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Affiliation(s)
- Elizabeth B. Torres
- Psychology Department Center for Biomedicine Imaging and Modelling, CS Department and Rutgers Center for Cognitive Science, Rutgers University, Camden, NJ 08854, USA
- Correspondence: ; Tel.: +1-732-208-3158
| | - Carla Caballero
- Sports Science Department, Miguel Hernandez University of Elche, 03202 Alicante, Spain;
| | - Sejal Mistry
- Biomathematics Department, Rutgers University, Camden, NJ 08854, USA;
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13
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Frye RE, Vassall S, Kaur G, Lewis C, Karim M, Rossignol D. Emerging biomarkers in autism spectrum disorder: a systematic review. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:792. [PMID: 32042808 DOI: 10.21037/atm.2019.11.53] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Autism spectrum disorder (ASD) affects approximately 2% of children in the United States (US) yet its etiology is unclear and effective treatments are lacking. Therapeutic interventions are most effective if started early in life, yet diagnosis often remains delayed, partly because the diagnosis of ASD is based on identifying abnormal behaviors that may not emerge until the disorder is well established. Biomarkers that identify children at risk during the pre-symptomatic period, assist with early diagnosis, confirm behavioral observations, stratify patients into subgroups, and predict therapeutic response would be a great advance. Here we underwent a systematic review of the literature on ASD to identify promising biomarkers and rated the biomarkers in regards to a Level of Evidence and Grade of Recommendation using the Oxford Centre for Evidence-Based Medicine scale. Biomarkers identified by our review included physiological biomarkers that identify neuroimmune and metabolic abnormalities, neurological biomarkers including abnormalities in brain structure, function and neurophysiology, subtle behavioral biomarkers including atypical development of visual attention, genetic biomarkers and gastrointestinal biomarkers. Biomarkers of ASD may be found prior to birth and after diagnosis and some may predict response to specific treatments. Many promising biomarkers have been developed for ASD. However, many biomarkers are preliminary and need to be validated and their role in the diagnosis and treatment of ASD needs to be defined. It is likely that biomarkers will need to be combined to be effective to identify ASD early and guide treatment.
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Affiliation(s)
- Richard E Frye
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA.,Deparment of Child Health, University of Arizona College of Medicine, Phoenix, AZ, USA
| | - Sarah Vassall
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Gurjot Kaur
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Christina Lewis
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Mohammand Karim
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA.,Deparment of Child Health, University of Arizona College of Medicine, Phoenix, AZ, USA
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14
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Gaetz W, Rhodes E, Bloy L, Blaskey L, Jackel CR, Brodkin ES, Waldman A, Embick D, Hall S, Roberts TPL. Evaluating motor cortical oscillations and age-related change in autism spectrum disorder. Neuroimage 2019; 207:116349. [PMID: 31726253 DOI: 10.1016/j.neuroimage.2019.116349] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Revised: 11/07/2019] [Accepted: 11/09/2019] [Indexed: 12/11/2022] Open
Abstract
Autism spectrum disorder (ASD) is primarily characterized by impairments in social communication and the appearance of repetitive behaviors with restricted interests. Increasingly, evidence also points to a general deficit of motor tone and coordination in children and adults with ASD; yet the neural basis of motor functional impairment in ASD remains poorly characterized. In this study, we used magnetoencephalography (MEG) to (1) assess potential group differences between typically developing (TD) and ASD participants in motor cortical oscillatory activity observed on a simple button-press task and (2) to do so over a sufficiently broad age-range so as to capture age-dependent changes associated with development. Event-related desynchronization was evaluated in Mu (8-13 Hz) and Beta (15-30 Hz) frequency bands (Mu-ERD, Beta-ERD). In addition, post-movement Beta rebound (PMBR), and movement-related gamma (60-90 Hz) synchrony (MRGS) were also assessed in a cohort of 123 participants (63 typically developing (TD) and 59 with ASD) ranging in age from 8 to 24.9 years. We observed significant age-dependent linear trends in Beta-ERD and MRGS power with age for both TD and ASD groups; which did not differ significantly between groups. However, for PMBR, in addition to a significant effect of age, we also observed a significant reduction in PMBR power in the ASD group (p < 0.05). Post-hoc tests showed that this omnibus group difference was driven by the older cohort of children >13.2 years (p < 0.001) and this group difference was not observed when assessing PMBR activity for the younger PMBR groups (ages 8-13.2 years; p = 0.48). Moreover, for the older ASD cohort, hierarchical regression showed a significant relationship between PMBR activity and clinical scores of ASD severity (Social Responsiveness Scale (SRS T scores)), after regressing out the effect of age (p < 0.05). Our results show substantial age-dependent changes in motor cortical oscillations (Beta-ERD and MRGS) occur for both TD and ASD children and diverge only for PMBR, and most significantly for older adolescents and adults with ASD. While the functional significance of PMBR and reduced PMBR signaling remains to be fully elucidated, these results underscore the importance of considering age as a factor when assessing motor cortical oscillations and group differences in children with ASD.
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Affiliation(s)
- William Gaetz
- Lurie Family Foundations' MEG Imaging Center, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Edward Rhodes
- UK Dementia Research Institute, Imperial College London, London, UK
| | - Luke Bloy
- Lurie Family Foundations' MEG Imaging Center, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Lisa Blaskey
- Lurie Family Foundations' MEG Imaging Center, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Carissa R Jackel
- Division of Developmental and Behavioral Pediatrics, Children's Hospital of Philadelphia, USA
| | - Edward S Brodkin
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Amy Waldman
- Division of Neurology, Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - David Embick
- Department of Linguistics, University of Pennsylvania, Philadelphia, PA, USA
| | - Stephen Hall
- Brain Research and Imaging Centre, University of Plymouth, Devon, UK
| | - Timothy P L Roberts
- Lurie Family Foundations' MEG Imaging Center, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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15
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Khalil R, Tindle R, Boraud T, Moustafa AA, Karim AA. Social decision making in autism: On the impact of mirror neurons, motor control, and imitative behaviors. CNS Neurosci Ther 2018; 24:669-676. [PMID: 29963752 PMCID: PMC6055683 DOI: 10.1111/cns.13001] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Revised: 06/02/2018] [Accepted: 06/07/2018] [Indexed: 11/30/2022] Open
Abstract
The Mirror Neuron System (MNS) plays a crucial role in action perception and imitative behavior, which is suggested to be impaired in Autism Spectrum Disorders (ASDs). In this review, we discuss the plausibility and empirical evidence of a neural interaction between the MNS, action perception, empathy, imitative behavior, and their impact on social decision making in ASDs. To date, there is no consensus regarding a particular theory in ASDs and its underlying mechanisms. Some theories have completely focused on social difficulties, others have emphasized sensory aspects. Based on the current studies, we suggest a multilayer neural network model including the MNS on a first layer and transforming this information to a higher layer network responsible for reasoning. Future studies with ASD participants combining behavioral tasks with neuroimaging methods and transcranial brain stimulation as well as computational modeling can help validate and complement this suggested model. Moreover, we propose applying the behavioral paradigms, and the neurophysiological markers mentioned in this review article for evaluating psychiatric treatment approaches in ASDs. The investigation of modulating effects of different treatment approaches on the neurophysiological markers of the MNS can help find specific subgroups of ASDs patients and support tailored psychiatric interventions.
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Affiliation(s)
- Radwa Khalil
- Department of Psychology and MethodsJacobs University BremenBremenGermany
- Department of Prevention and Health PsychologySRH Mobile UniversityRiedlingenGermany
| | - Richard Tindle
- CanTeenResearch Evaluation and Social PolicySydneyNSWAustralia
| | - Thomas Boraud
- Institute of Neurodegenerative DiseasesCNRS UMR‐5293University of BordeauxBordeauxFrance
| | - Ahmed A. Moustafa
- Marcs Institute for Brain and BehaviorWestern Sydney UniversitySydneyNSWAustralia
| | - Ahmed A. Karim
- Department of Prevention and Health PsychologySRH Mobile UniversityRiedlingenGermany
- Department of Psychiatry and PsychotherapyUniversity of TübingenTübingenGermany
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16
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Buard I, Kronberg E, Steinmetz S, Hepburn S, Rojas DC. Neuromagnetic Beta-Band Oscillations during Motor Imitation in Youth with Autism. AUTISM RESEARCH AND TREATMENT 2018; 2018:9035793. [PMID: 30147953 PMCID: PMC6083595 DOI: 10.1155/2018/9035793] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 06/22/2018] [Accepted: 07/12/2018] [Indexed: 12/28/2022]
Abstract
Children with ASD often exhibit early difficulties with action imitation, possibly due to low-level sensory or motor impairments. Impaired cortical rhythms have been demonstrated in adults with ASD during motor imitation. While those oscillations reflect an age-dependent process, they have not been fully investigated in youth with ASD. We collected magnetoencephalography data to examine patterns of oscillatory activity in the mu (8-13 Hz) and beta frequency (15-30 Hz) range in 14 adolescents with and 14 adolescents without ASD during a fine motor imitation task. Typically developing adolescents exhibited adult-like patterns of motor signals, e.g., event-related beta and mu desynchronization (ERD) before and during the movement and a postmovement beta rebound (PMBR) after the movement. In contrast, those with ASD exhibited stronger beta and mu-ERD and reduced PMBR. Behavioral performance was similar between groups despite differences in motor cortical oscillations. Finally, we observed age-related increases in PBMR and beta-ERD in the typically developing children, but this correlation was not present in the autism group. These results suggest reduced inhibitory drive in cortical rhythms in youth with autism during intact motor imitation. Furthermore, impairments in motor brain signals in autism may not be due to delayed brain development. In the context of the excitation-inhibition imbalance perspectives of autism, we offer new insights into altered organization of neurophysiological networks.
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Affiliation(s)
- I. Buard
- Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - E. Kronberg
- Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - S. Steinmetz
- Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - S. Hepburn
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - D. C. Rojas
- Department of Psychology, Colorado State University, Fort Collins, CO, USA
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17
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ISODA M, NORITAKE A, NINOMIYA T. Development of social systems neuroscience using macaques. PROCEEDINGS OF THE JAPAN ACADEMY. SERIES B, PHYSICAL AND BIOLOGICAL SCIENCES 2018; 94:305-323. [PMID: 30078829 PMCID: PMC6117490 DOI: 10.2183/pjab.94.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 05/25/2018] [Indexed: 06/08/2023]
Abstract
This paper reviews the literature on social neuroscience studies using macaques in the hope of encouraging as many researchers as possible to participate in this field of research and thereby accelerate the system-level understanding of social cognition and behavior. We describe how different parts of the primate brain are engaged in different aspects of social information processing, with particular emphasis on the use of experimental paradigms involving more than one monkey in laboratory settings. The description begins with how individual neurons are used for evaluating socially relevant information, such as the identity, face, and focus of attention of others in various social contexts. A description of the neural bases of social reward processing and social action monitoring follows. Finally, we provide several perspectives on novel experimental strategies to help clarify the nature of interacting brains under more socially and ecologically plausible conditions.
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Affiliation(s)
- Masaki ISODA
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Japan
- Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan
| | - Atsushi NORITAKE
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Japan
- Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan
| | - Taihei NINOMIYA
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Japan
- Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan
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18
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19
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Nobusako S, Nishi Y, Nishi Y, Shuto T, Asano D, Osumi M, Morioka S. Transcranial Direct Current Stimulation of the Temporoparietal Junction and Inferior Frontal Cortex Improves Imitation-Inhibition and Perspective-Taking with no Effect on the Autism-Spectrum Quotient Score. Front Behav Neurosci 2017; 11:84. [PMID: 28536512 PMCID: PMC5422472 DOI: 10.3389/fnbeh.2017.00084] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 04/21/2017] [Indexed: 11/13/2022] Open
Abstract
Lesions to brain regions such as the temporoparietal junction (TPJ) and inferior frontal cortex (IFC) are thought to cause autism-spectrum disorder (ASD). Previous studies indicated that transcranial direct current stimulation (tDCS) of the right TPJ improves social cognitive functions such as imitation-inhibition and perspective-taking. Although previous work shows that tDCS of the right IFC improves imitation-inhibition, its effects on perspective-taking have yet to be determined. In addition, the role of the TPJ and IFC in determining the Autism-Spectrum Quotient (AQ), which is a measure of autism spectrum traits, is still unclear. Thus, the current study performed tDCS on the right TPJ and the right IFC of healthy adults, and examined its effects on imitation-inhibition, perspective-taking and AQ scores. Based on previous studies, we hypothesized that anodal tDCS of the right IFC and right TPJ would improve imitation-inhibition, perspective-taking and the AQ score. Anodal tDCS of the right TPJ or IFC significantly decreased the interference effect in an imitation-inhibition task and the cost of perspective-taking in a perspective-taking task, in comparison to the sham stimulation control. These findings indicated that both the TPJ and the IFC play a role in imitation-inhibition and perspective-taking, i.e., control of self and other representations. However, anodal stimulation of the right TPJ and the right IFC did not alter participants' AQ. This finding conflicts with results from previous brain imaging studies, which could be attributed to methodological differences such as variation in sex, age and ASD. Therefore, further research is necessary to determine the relationship between the TPJ and IFC, and the AQ.
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Affiliation(s)
- Satoshi Nobusako
- Neurorehabilitation Research Center, Kio UniversityNara, Japan.,Graduate School of Health Science, Kio UniversityNara, Japan
| | - Yuki Nishi
- Graduate School of Health Science, Kio UniversityNara, Japan.,Department of Rehabilitation, Nishiyamato Rehabilitation HospitalOsaka, Japan
| | - Yuki Nishi
- Department of Home-Visit Rehabilitation, Ishida ClinicOsaka, Japan
| | - Takashi Shuto
- Department of Rehabilitation, Nogami HospitalOsaka, Japan
| | - Daiki Asano
- Department of Rehabilitation, Japan Baptist HospitalOsaka, Japan
| | - Michihiro Osumi
- Neurorehabilitation Research Center, Kio UniversityNara, Japan.,Graduate School of Health Science, Kio UniversityNara, Japan
| | - Shu Morioka
- Neurorehabilitation Research Center, Kio UniversityNara, Japan.,Graduate School of Health Science, Kio UniversityNara, Japan
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20
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Datko M, Pineda JA, Müller RA. Positive effects of neurofeedback on autism symptoms correlate with brain activation during imitation and observation. Eur J Neurosci 2017; 47:579-591. [PMID: 28245068 DOI: 10.1111/ejn.13551] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Revised: 02/15/2017] [Accepted: 02/22/2017] [Indexed: 11/30/2022]
Abstract
Autism has been characterized by atypical task-related brain activation and functional connections, coinciding with deficits in sociocommunicative abilities. However, evidence of the brain's experience-dependent plasticity suggests that abnormal activity patterns may be reversed with treatment. In particular, neurofeedback training (NFT), an intervention based on operant conditioning resulting in self-regulation of brain electrical oscillations, has shown increasing promise in addressing abnormalities in brain function and behavior. We examined the effects of ≥ 20 h of sensorimotor mu-rhythm-based NFT in children with high-functioning autism spectrum disorders (ASD) and a matched control group of typically developing children (ages 8-17). During a functional magnetic resonance imaging imitation and observation task, the ASD group showed increased activation in regions of the human mirror neuron system following the NFT, as part of a significant interaction between group (ASD vs. controls) and training (pre- vs. post-training). These changes were positively correlated with behavioral improvements in the ASD participants, indicating that mu-rhythm NFT may be beneficial to individuals with ASD.
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Affiliation(s)
- Michael Datko
- Department of Cognitive Science, UC San Diego, La Jolla, CA 92037, USA.,Brain Development Imaging Laboratory, Psychology, San Diego State University, San Diego, CA, USA.,Neurosciences, UC San Diego, La Jolla, CA, USA
| | - Jaime A Pineda
- Department of Cognitive Science, UC San Diego, La Jolla, CA 92037, USA.,Neurosciences, UC San Diego, La Jolla, CA, USA
| | - Ralph-Axel Müller
- Brain Development Imaging Laboratory, Psychology, San Diego State University, San Diego, CA, USA
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21
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Hobson HM, Bishop DVM. The interpretation of mu suppression as an index of mirror neuron activity: past, present and future. ROYAL SOCIETY OPEN SCIENCE 2017; 4:160662. [PMID: 28405354 PMCID: PMC5383811 DOI: 10.1098/rsos.160662] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 02/01/2017] [Indexed: 06/01/2023]
Abstract
Mu suppression studies have been widely used to infer the activity of the human mirror neuron system (MNS) in a number of processes, ranging from action understanding, language, empathy and the development of autism spectrum disorders (ASDs). Although mu suppression is enjoying a resurgence of interest, it has a long history. This review aimed to revisit mu's past, and examine its recent use to investigate MNS involvement in language, social processes and ASDs. Mu suppression studies have largely failed to produce robust evidence for the role of the MNS in these domains. Several key potential shortcomings with the use and interpretation of mu suppression, documented in the older literature and highlighted by more recent reports, are explored here.
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22
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Yoshida K, Go Y, Kushima I, Toyoda A, Fujiyama A, Imai H, Saito N, Iriki A, Ozaki N, Isoda M. Single-neuron and genetic correlates of autistic behavior in macaque. SCIENCE ADVANCES 2016; 2:e1600558. [PMID: 27679817 PMCID: PMC5031467 DOI: 10.1126/sciadv.1600558] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 08/17/2016] [Indexed: 05/02/2023]
Abstract
Atypical neurodevelopment in autism spectrum disorder is a mystery, defying explanation despite increasing attention. We report on a Japanese macaque that spontaneously exhibited autistic traits, namely, impaired social ability as well as restricted and repetitive behaviors, along with our single-neuron and genomic analyses. Its social ability was measured in a turn-taking task, where two monkeys monitor each other's actions for adaptive behavioral planning. In its brain, the medial frontal neurons responding to others' actions, abundant in the controls, were almost nonexistent. In its genes, whole-exome sequencing and copy number variation analyses identified rare coding variants linked to human neuropsychiatric disorders in 5-hydroxytryptamine (serotonin) receptor 2C (HTR2C) and adenosine triphosphate (ATP)-binding cassette subfamily A13 (ABCA13). This combination of systems neuroscience and cognitive genomics in macaques suggests a new, phenotype-to-genotype approach to studying mental disorders.
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Affiliation(s)
- Kyoko Yoshida
- Japan Community Healthcare Organization Yugawara Hospital, Yugawara, Kanagawa, Japan
- Department of Neurosurgery, The University of Tokyo Graduate School of Medicine, Hongo, Tokyo, Japan
- Laboratory for Symbolic Cognitive Development, RIKEN Brain Science Institute, Wako, Saitama, Japan
- Corresponding author.
| | - Yasuhiro Go
- Department of Brain Sciences, Center for Novel Science Initiatives, National Institutes of Natural Sciences, Okazaki, Aichi, Japan
- Department of System Neuroscience, National Institute for Physiological Sciences, Okazaki, Aichi, Japan
- Department of Physiological Sciences, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Okazaki, Aichi, Japan
| | - Itaru Kushima
- Institute for Advanced Research, Nagoya University, Nagoya, Aichi, Japan
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Atsushi Toyoda
- Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Shizuoka, Japan
- Advanced Genomics Center, National Institute of Genetics, Mishima, Shizuoka, Japan
| | - Asao Fujiyama
- Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Shizuoka, Japan
- Advanced Genomics Center, National Institute of Genetics, Mishima, Shizuoka, Japan
- Department of Genetics, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Mishima, Shizuoka, Japan
| | - Hiroo Imai
- Molecular Biology Section, Primate Research Institute, Kyoto University, Inuyama, Aichi, Japan
| | - Nobuhito Saito
- Department of Neurosurgery, The University of Tokyo Graduate School of Medicine, Hongo, Tokyo, Japan
| | - Atsushi Iriki
- Laboratory for Symbolic Cognitive Development, RIKEN Brain Science Institute, Wako, Saitama, Japan
| | - Norio Ozaki
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Masaki Isoda
- Laboratory for Symbolic Cognitive Development, RIKEN Brain Science Institute, Wako, Saitama, Japan
- Department of System Neuroscience, National Institute for Physiological Sciences, Okazaki, Aichi, Japan
- Department of Physiological Sciences, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Okazaki, Aichi, Japan
- Department of Physiology, Kansai Medical University School of Medicine, Hirakata, Osaka, Japan
- Precursory Research for Embryonic Science and Technology, Japan Science and Technology Agency, Kawaguchi, Saitama, Japan
- Unit on Neural Systems and Behavior, Okinawa Institute of Science and Technology, Onna, Okinawa, Japan
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23
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Fox NA, Bakermans-Kranenburg MJ, Yoo KH, Bowman LC, Cannon EN, Vanderwert RE, Ferrari PF, van IJzendoorn MH. Assessing human mirror activity with EEG mu rhythm: A meta-analysis. Psychol Bull 2015; 142:291-313. [PMID: 26689088 DOI: 10.1037/bul0000031] [Citation(s) in RCA: 194] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A fundamental issue in cognitive neuroscience is how the brain encodes others' actions and intentions. In recent years, a potential advance in our knowledge on this issue is the discovery of mirror neurons in the motor cortex of the nonhuman primate. These neurons fire to both execution and observation of specific types of actions. Researchers use this evidence to fuel investigations of a human mirror system, suggesting a common neural code for perceptual and motor processes. Among the methods used for inferring mirror system activity in humans are changes in a particular frequency band in the electroencephalogram (EEG) called the mu rhythm. Mu frequency appears to decrease in amplitude (reflecting cortical activity) during both action execution and action observation. The current meta-analysis reviewed 85 studies (1,707 participants) of mu that infer human mirror system activity. Results demonstrated significant effect sizes for mu during execution (Cohen's d = 0.46, N = 701) as well as observation of action (Cohen's d = 0.31, N = 1,508), confirming a mirroring property in the EEG. A number of moderators were examined to determine the specificity of these effects. We frame these meta-analytic findings within the current discussion about the development and functions of a human mirror system, and conclude that changes in EEG mu activity provide a valid means for the study of human neural mirroring. Suggestions for improving the experimental and methodological approaches in using mu to study the human mirror system are offered.
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Affiliation(s)
- Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland
| | | | - Kathryn H Yoo
- Department of Human Development and Quantitative Methodology, University of Maryland
| | - Lindsay C Bowman
- Department of Human Development and Quantitative Methodology, University of Maryland
| | - Erin N Cannon
- Department of Human Development and Quantitative Methodology, University of Maryland
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24
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Alaerts K, Geerlings F, Herremans L, Swinnen SP, Verhoeven J, Sunaert S, Wenderoth N. Functional Organization of the Action Observation Network in Autism: A Graph Theory Approach. PLoS One 2015; 10:e0137020. [PMID: 26317222 PMCID: PMC4552824 DOI: 10.1371/journal.pone.0137020] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2015] [Accepted: 08/11/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The ability to recognize, understand and interpret other's actions and emotions has been linked to the mirror system or action-observation-network (AON). Although variations in these abilities are prevalent in the neuro-typical population, persons diagnosed with autism spectrum disorders (ASD) have deficits in the social domain and exhibit alterations in this neural network. METHOD Here, we examined functional network properties of the AON using graph theory measures and region-to-region functional connectivity analyses of resting-state fMRI-data from adolescents and young adults with ASD and typical controls (TC). RESULTS Overall, our graph theory analyses provided convergent evidence that the network integrity of the AON is altered in ASD, and that reductions in network efficiency relate to reductions in overall network density (i.e., decreased overall connection strength). Compared to TC, individuals with ASD showed significant reductions in network efficiency and increased shortest path lengths and centrality. Importantly, when adjusting for overall differences in network density between ASD and TC groups, participants with ASD continued to display reductions in network integrity, suggesting that also network-level organizational properties of the AON are altered in ASD. CONCLUSION While differences in empirical connectivity contributed to reductions in network integrity, graph theoretical analyses provided indications that also changes in the high-level network organization reduced integrity of the AON.
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Affiliation(s)
- Kaat Alaerts
- Department of Kinesiology, Movement Control & Neuroplasticity Research Group, KU Leuven, Leuven, Belgium
- Department of Rehabilitation Sciences, Neuromotor Rehabilitation Research Group, KU Leuven, Leuven, Belgium
| | - Franca Geerlings
- Department of Kinesiology, Movement Control & Neuroplasticity Research Group, KU Leuven, Leuven, Belgium
| | - Lynn Herremans
- Department of Kinesiology, Movement Control & Neuroplasticity Research Group, KU Leuven, Leuven, Belgium
| | - Stephan P. Swinnen
- Department of Kinesiology, Movement Control & Neuroplasticity Research Group, KU Leuven, Leuven, Belgium
| | - Judith Verhoeven
- Department of Imaging & Pathology, Translational MRI, KU Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Imaging & Pathology, Translational MRI, KU Leuven, Leuven, Belgium
| | - Nicole Wenderoth
- Department Health Sciences and Technology, Neural Control of Movement Lab, ETH Zurich, Zurich, Switzerland
- * E-mail:
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25
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Gallese V, Gernsbacher MA, Heyes C, Hickok G, Iacoboni M. Mirror Neuron Forum. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2015; 6:369-407. [PMID: 25520744 DOI: 10.1177/1745691611413392] [Citation(s) in RCA: 106] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Vittorio Gallese
- Department of Neuroscience, University of Parma, and Italian Institute of Technology Brain Center for Social and Motor Cognition, Parma, Italy
| | | | - Cecilia Heyes
- All Souls College and Department of Experimental Psychology, University of Oxford, United Kingdom
| | - Gregory Hickok
- Center for Cognitive Neuroscience, Department of Cognitive Sciences, University of California, Irvine
| | - Marco Iacoboni
- Ahmanson-Lovelace Brain Mapping Center, Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Social Behavior, Brain Research Institute, David Geffen School of Medicine, University of California, Los Angeles
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26
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Chien HY, Gau SSF, Hsu YC, Chen YJ, Lo YC, Shih YC, Tseng WYI. Altered Cortical Thickness and Tract Integrity of the Mirror Neuron System and Associated Social Communication in Autism Spectrum Disorder. Autism Res 2015; 8:694-708. [PMID: 25820746 DOI: 10.1002/aur.1484] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2014] [Accepted: 02/28/2015] [Indexed: 01/12/2023]
Abstract
Previous studies using neural activity recording and neuroimaging techniques have reported functional deficits in the mirror neuron system (MNS) for individuals with autism spectrum disorder (ASD). However, a few studies focusing on gray and white matter structures of the MNS have yielded inconsistent results. The current study recruited adolescents and young adults with ASD (aged 15-26 years) and age-matched typically developing (TD) controls (aged 14-25 years). The cortical thickness (CT) and microstructural integrity of the tracts connecting the regions forming the classical MNS were investigated. High-resolution T1-weighted imaging and diffusion spectrum imaging were performed to quantify the CT and tract integrity, respectively. The structural covariance of the CT of the MNS regions revealed a weaker coordination of the MNS network in ASD. A strong correlation was found between the integrity of the right frontoparietal tracts and the social communication subscores measured by the Chinese version of the Social Communication Questionnaire. The results showed that there were no significant mean differences in the CTs and tract integrity between the ASD and TD groups, but revealed a moderate or even reverse age effect on the frontal MNS structures in ASD. In conclusion, aberrant structural coordination may be an underlying factor affecting the function of the MNS in ASD patients. The association between the right frontoparietal tracts and social communication performance implies a neural correlate of communication processing in the autistic brain. This study provides evidence of abnormal MNS structures and their influence on social communication in individuals with ASD.
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Affiliation(s)
- Hsiang-Yun Chien
- Center for Optoelectronic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Susan Shur-Fen Gau
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan.,Graduate Institute of Brain and Mind Sciences, National Taiwan University, Taipei, Taiwan
| | - Yung-Chin Hsu
- Center for Optoelectronic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yu-Jen Chen
- Center for Optoelectronic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yu-Chun Lo
- Center for Optoelectronic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yao-Chia Shih
- Center for Optoelectronic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Wen-Yih Isaac Tseng
- Center for Optoelectronic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.,Graduate Institute of Brain and Mind Sciences, National Taiwan University, Taipei, Taiwan.,Molecular Imaging Center, National Taiwan University, Taipei, Taiwan.,Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan
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27
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Abstract
PURPOSE OF REVIEW To provide an update on recent studies concerning social cognition in autism spectrum disorders (ASDs), to compare different theoretical approaches used to interpret empirical data, and to highlight a number of conceptual issues. RECENT FINDINGS In regard to social cognition in ASDs, there is an emerging emphasis on early-onset and prolonged sensory-motor problems. Such sensory-motor problems may fit with the theories of social cognition that emphasize the importance of embodied interaction rather than deficits in mindreading, or they may reflect more general aspects of developmental disorders. SUMMARY Different theoretical frameworks offer alternative perspectives on the central characteristics in ASDs and motivate different ways of conceptualizing diagnosis and intervention. Theory-of-mind approaches continue to appeal to false-belief paradigms, and debate continues about the performance of individuals with autism. Likewise, there is continuing debate and renewed skepticism about the role of simulation and deficits in the mirror system in ASDs. Growing evidence concerning sensory-motor problems, specifically disrupted patterns in re-entrant (afferent and proprioceptive) sensory feedback across the autistic spectrum, may not only provide support for more embodied interactive approaches, but also suggests that a single approach is unlikely able to explain all social cognition problems in autism. A pluralist approach understands ASDs as involving a variant range of cascading disrupted processes.
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28
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Perkins TJ, Bittar RG, McGillivray JA, Cox II, Stokes MA. Increased premotor cortex activation in high functioning autism during action observation. J Clin Neurosci 2015; 22:664-9. [PMID: 25726458 DOI: 10.1016/j.jocn.2014.10.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2014] [Revised: 09/28/2014] [Accepted: 10/01/2014] [Indexed: 10/24/2022]
Abstract
The mirror neuron (MN) hypothesis of autism has received considerable attention, but to date has produced inconsistent findings. Using functional MRI, participants with high functioning autism or Asperger's syndrome were compared to typically developing individuals (n=12 in each group). Participants passively observed hand gestures that included waving, pointing, and grasping. Concerning the MN network, both groups activated similar regions including prefrontal, inferior parietal and superior temporal regions, with the autism group demonstrating significantly greater activation in the dorsal premotor cortex. Concerning other regions, participants with autism demonstrated increased activity in the anterior cingulate and medial frontal gyrus, and reduced activation in calcarine, cuneus, and middle temporal gyrus. These results suggest that during observation of hand gestures, frontal cortex activation is affected in autism, which we suggest may be linked to abnormal functioning of the MN system.
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Affiliation(s)
- Tom J Perkins
- Department of Psychology, Faculty of Health, Deakin University, Burwood, VIC, Australia
| | - Richard G Bittar
- Department of Psychology, Faculty of Health, Deakin University, Burwood, VIC, Australia; Department of Neurosurgery, Royal Melbourne Hospital, Parkville, VIC, Australia; Precision Brain Spine and Pain Centre, Melbourne, VIC, Australia.
| | - Jane A McGillivray
- Department of Psychology, Faculty of Health, Deakin University, Burwood, VIC, Australia
| | - Ivanna I Cox
- Department of Psychology, Faculty of Health, Deakin University, Burwood, VIC, Australia
| | - Mark A Stokes
- Department of Psychology, Faculty of Health, Deakin University, Burwood, VIC, Australia
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29
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Grasping motor impairments in autism: not action planning but movement execution is deficient. J Autism Dev Disord 2014; 43:2793-806. [PMID: 23619948 DOI: 10.1007/s10803-013-1825-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Different views on the origin of deficits in action chaining in autism spectrum disorders (ASD) have been posited, ranging from functional impairments in action planning to internal models supporting motor control. Thirty-one children and adolescents with ASD and twenty-nine matched controls participated in a two-choice reach-to-grasp paradigm wherein participants received cueing information indicating either the object location or the required manner of grasping. A similar advantage for location cueing over grip cueing was found in both groups. Both accuracy and reaction times of the ASD group were indistinguishable from the control group. In contrast, movement times of the ASD group were significantly delayed in comparison with controls. These findings suggest that movement execution rather than action planning is deficient in ASD, and that deficits in action chaining derive from impairments in internal action models supporting action execution.
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30
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Comparative Studies of EEG Theta and Gamma Rhythms in Normal Children and Children with Early Childhood Autism. ACTA ACUST UNITED AC 2014. [DOI: 10.1007/s11055-014-9999-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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31
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Libero LE, DeRamus TP, Deshpande HD, Kana RK. Surface-based morphometry of the cortical architecture of autism spectrum disorders: volume, thickness, area, and gyrification. Neuropsychologia 2014; 62:1-10. [PMID: 25019362 DOI: 10.1016/j.neuropsychologia.2014.07.001] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Revised: 06/25/2014] [Accepted: 07/05/2014] [Indexed: 11/19/2022]
Affiliation(s)
- Lauren E Libero
- Department of Psychology, University of Alabama at Birmingham, CIRC 235G, 1719 6th Avenue South, Birmingham, AL 35294-0021, USA
| | - Thomas P DeRamus
- Department of Psychology, University of Alabama at Birmingham, CIRC 235G, 1719 6th Avenue South, Birmingham, AL 35294-0021, USA
| | | | - Rajesh K Kana
- Department of Psychology, University of Alabama at Birmingham, CIRC 235G, 1719 6th Avenue South, Birmingham, AL 35294-0021, USA.
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32
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Dumas G, Soussignan R, Hugueville L, Martinerie J, Nadel J. Revisiting mu suppression in autism spectrum disorder. Brain Res 2014; 1585:108-19. [PMID: 25148709 DOI: 10.1016/j.brainres.2014.08.035] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Revised: 08/12/2014] [Accepted: 08/13/2014] [Indexed: 11/25/2022]
Abstract
Two aspects of the EEG literature lead us to revisit mu suppression in Autism Spectrum Disorder (ASD). First and despite the fact that the mu rhythm can be functionally segregated in two discrete sub-bands, 8-10 Hz and 10-12/13 Hz, mu-suppression in ASD has been analyzed as a homogeneous phenomenon covering the 8-13 Hz frequency. Second and although alpha-like activity is usually found across the entire scalp, ASD studies of action observation have focused on the central electrodes (C3/C4). The present study was aimed at testing on the whole brain the hypothesis of a functional dissociation of mu and alpha responses to the observation of human actions in ASD according to bandwidths. Electroencephalographic (EEG) mu and alpha responses to execution and observation of hand gestures were recorded on the whole scalp in high functioning subjects with ASD and typical subjects. When two bandwidths of the alpha-mu 8-13 Hz were distinguished, a different mu response to observation appeared for subjects with ASD in the upper sub-band over the sensorimotor cortex, whilst the lower sub-band responded similarly in the two groups. Source reconstructions demonstrated that this effect was related to a joint mu-suppression deficit over the occipito-parietal regions and an increase over the frontal regions. These findings suggest peculiarities in top-down response modulation in ASD and question the claim of a global dysfunction of the MNS in autism. This research also advocates for the use of finer grained analyses at both spatial and spectral levels for future directions in neurophysiological accounts of autism.
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Affiliation(s)
- Guillaume Dumas
- CNRS, UMR-7225, Paris, France; INSERM, U1227 Paris, France; Institut du Cerveau et de la Moelle Epinière, Paris, France; Univ. Sorbonne UPMC, UMR S1127, Paris, France; INRIA Paris-Rocquencourt, ARAMIS team, Paris, France.
| | - Robert Soussignan
- Centre des Sciences du Goût et de l׳Alimentation, CNRS, UMR 6265, Université de Bourgogne-Inra, Dijon, France
| | - Laurent Hugueville
- CNRS, UMR-7225, Paris, France; INSERM, U1227 Paris, France; Institut du Cerveau et de la Moelle Epinière, Paris, France; Univ. Sorbonne UPMC, UMR S1127, Paris, France; INRIA Paris-Rocquencourt, ARAMIS team, Paris, France
| | - Jacques Martinerie
- CNRS, UMR-7225, Paris, France; INSERM, U1227 Paris, France; Institut du Cerveau et de la Moelle Epinière, Paris, France; Univ. Sorbonne UPMC, UMR S1127, Paris, France
| | - Jacqueline Nadel
- CNRS, UMR-7225, Paris, France; Institut du Cerveau et de la Moelle Epinière, Paris, France; Univ. Sorbonne UPMC, UMR S1127, Paris, France.
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33
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Hashemian M, Pourghassem H. Diagnosing Autism Spectrum Disorders Based on EEG Analysis: a Survey. NEUROPHYSIOLOGY+ 2014. [DOI: 10.1007/s11062-014-9427-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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34
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Libero LE, Stevens CE, Kana RK. Attribution of emotions to body postures: an independent component analysis study of functional connectivity in autism. Hum Brain Mapp 2014; 35:5204-18. [PMID: 24838987 DOI: 10.1002/hbm.22544] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Revised: 04/29/2014] [Accepted: 04/30/2014] [Indexed: 11/07/2022] Open
Abstract
The ability to interpret others' body language is a vital skill that helps us infer their thoughts and emotions. However, individuals with autism spectrum disorder (ASD) have been found to have difficulty in understanding the meaning of people's body language, perhaps leading to an overarching deficit in processing emotions. The current fMRI study investigates the functional connectivity underlying emotion and action judgment in the context of processing body language in high-functioning adolescents and young adults with autism, using an independent components analysis (ICA) of the fMRI time series. While there were no reliable group differences in brain activity, the ICA revealed significant involvement of occipital and parietal regions in processing body actions; and inferior frontal gyrus, superior medial prefrontal cortex, and occipital cortex in body expressions of emotions. In a between-group analysis, participants with autism, relative to typical controls, demonstrated significantly reduced temporal coherence in left ventral premotor cortex and right superior parietal lobule while processing emotions. Participants with ASD, on the other hand, showed increased temporal coherence in left fusiform gyrus while inferring emotions from body postures. Finally, a positive predictive relationship was found between empathizing ability and the brain areas underlying emotion processing in ASD participants. These results underscore the differential role of frontal and parietal brain regions in processing emotional body language in autism.
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Affiliation(s)
- Lauren E Libero
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama
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35
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Bernier R, Aaronson B, Kresse A. EEG mu rhythm in typical and atypical development. J Vis Exp 2014. [PMID: 24747917 DOI: 10.3791/51412] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Electroencephalography (EEG) is an effective, efficient, and noninvasive method of assessing and recording brain activity. Given the excellent temporal resolution, EEG can be used to examine the neural response related to specific behaviors, states, or external stimuli. An example of this utility is the assessment of the mirror neuron system (MNS) in humans through the examination of the EEG mu rhythm. The EEG mu rhythm, oscillatory activity in the 8-12 Hz frequency range recorded from centrally located electrodes, is suppressed when an individual executes, or simply observes, goal directed actions. As such, it has been proposed to reflect activity of the MNS. It has been theorized that dysfunction in the mirror neuron system (MNS) plays a contributing role in the social deficits of autism spectrum disorder (ASD). The MNS can then be noninvasively examined in clinical populations by using EEG mu rhythm attenuation as an index for its activity. The described protocol provides an avenue to examine social cognitive functions theoretically linked to the MNS in individuals with typical and atypical development, such as ASD.
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Affiliation(s)
- Raphael Bernier
- Department of Psychiatry, University of Washington; Department of Educational Psychology, University of Washington;
| | - Benjamin Aaronson
- Department of Psychiatry, University of Washington; Department of Educational Psychology, University of Washington
| | - Anna Kresse
- Department of Psychiatry, University of Washington
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36
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Rizzolatti G, Cattaneo L, Fabbri-Destro M, Rozzi S. Cortical Mechanisms Underlying the Organization of Goal-Directed Actions and Mirror Neuron-Based Action Understanding. Physiol Rev 2014; 94:655-706. [PMID: 24692357 DOI: 10.1152/physrev.00009.2013] [Citation(s) in RCA: 285] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Our understanding of the functions of motor system evolved remarkably in the last 20 years. This is the consequence not only of an increase in the amount of data on this system but especially of a paradigm shift in our conceptualization of it. Motor system is not considered anymore just a “producer” of movements, as it was in the past, but a system crucially involved in cognitive functions. In the present study we review the data on the cortical organization underlying goal-directed actions and action understanding. Our review is subdivided into two major parts. In the first part, we review the anatomical and functional organization of the premotor and parietal areas of monkeys and humans. We show that the parietal and frontal areas form circuits devoted to specific motor functions. We discuss, in particular, the visuo-motor transformation necessary for reaching and for grasping. In the second part we show how a specific neural mechanism, the mirror mechanism, is involved in understanding the action and intention of others. This mechanism is located in the same parieto-frontal circuits that mediate goal-directed actions. We conclude by indicating future directions for studies on the mirror mechanism and suggest some major topics for forthcoming research.
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Affiliation(s)
- Giacomo Rizzolatti
- Department of Neuroscience, University of Parma, Parma, Italy; Center for Mind/Brain Sciences, University of Trento, Trento, Italy; and Brain Center for Motor and Social Cognition, Italian Institute of Technology, Parma, Italy
| | - Luigi Cattaneo
- Department of Neuroscience, University of Parma, Parma, Italy; Center for Mind/Brain Sciences, University of Trento, Trento, Italy; and Brain Center for Motor and Social Cognition, Italian Institute of Technology, Parma, Italy
| | - Maddalena Fabbri-Destro
- Department of Neuroscience, University of Parma, Parma, Italy; Center for Mind/Brain Sciences, University of Trento, Trento, Italy; and Brain Center for Motor and Social Cognition, Italian Institute of Technology, Parma, Italy
| | - Stefano Rozzi
- Department of Neuroscience, University of Parma, Parma, Italy; Center for Mind/Brain Sciences, University of Trento, Trento, Italy; and Brain Center for Motor and Social Cognition, Italian Institute of Technology, Parma, Italy
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37
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Exploring the Role of Neural Mirroring in Children with Autism Spectrum Disorder. Autism Res 2014; 7:197-206. [DOI: 10.1002/aur.1339] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2012] [Accepted: 09/03/2013] [Indexed: 11/07/2022]
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38
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Sacrey LAR, Germani T, Bryson SE, Zwaigenbaum L. Reaching and grasping in autism spectrum disorder: a review of recent literature. Front Neurol 2014; 5:6. [PMID: 24478753 PMCID: PMC3899541 DOI: 10.3389/fneur.2014.00006] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2013] [Accepted: 01/09/2014] [Indexed: 11/23/2022] Open
Abstract
Impairments in motor functioning, which, until recently, have rarely been a primary focus in autism spectrum disorder (ASD) research, may play a key role in the early expression of biological vulnerability and be associated with key social-communication deficits. This review summarizes current knowledge of motor behavior in ASD, focusing specifically on reaching and grasping. Convergent data across the lifespan indicate that impairments to reaching and grasping emerge early in life, affect the planning and execution of motor programs, and may be impacted by additional impairments to sensory control of motor behavior. The relationship between motor impairments and diagnostic outcomes will be discussed.
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Affiliation(s)
| | - Tamara Germani
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Susan E. Bryson
- Departments of Pediatrics and Psychology, Dalhousie University, Halifax, NS, Canada
- IWK Health Centre, Halifax, NS, Canada
| | - Lonnie Zwaigenbaum
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
- Glenrose Rehabilitation Hospital, Edmonton, AB, Canada
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39
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Pelphrey KA, Yang DYJ, McPartland JC. Building a social neuroscience of autism spectrum disorder. Curr Top Behav Neurosci 2014; 16:215-233. [PMID: 24481546 DOI: 10.1007/978-3-662-45758-0_253] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Autism spectrum disorder (ASD) is an early onset neurodevelopmental disorder marked by impairments in reciprocal social interaction, communication, and the presence of repetitive or restricted interests and behaviors. Despite great phenotypic heterogeneity and etiologic diversity in ASD, social dysfunction is the unifying feature of ASD. This chapter focuses on understanding the neural systems involved in the processing of social information and its disruption in ASD by reviewing the conceptual background and highlighting some recent advances. In addition, work investigating an alternative interpretation of autistic dysfunction, problems with interconnectivity, and consequent difficulties with complex information processing are addressed.
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Affiliation(s)
- Kevin A Pelphrey
- Yale Child Study Center, Yale University, 230 South Frontage Road, New Haven, CT, 06520, USA,
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40
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Son JW, Ghim HR. Broken Mirror or Unbroken Mirror? : An Investigation for Mirror Neuron Dysfunction of the Autism Spectrum Disorder. Soa Chongsonyon Chongsin Uihak 2013. [DOI: 10.5765/jkacap.2013.24.3.109] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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41
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Bernier R, Aaronson B, McPartland J. The role of imitation in the observed heterogeneity in EEG mu rhythm in autism and typical development. Brain Cogn 2013; 82:69-75. [DOI: 10.1016/j.bandc.2013.02.008] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2012] [Revised: 12/31/2012] [Accepted: 02/16/2013] [Indexed: 10/27/2022]
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42
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Frenkel-Toledo S, Bentin S, Perry A, Liebermann DG, Soroker N. Dynamics of the EEG power in the frequency and spatial domains during observation and execution of manual movements. Brain Res 2013; 1509:43-57. [DOI: 10.1016/j.brainres.2013.03.004] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2012] [Revised: 03/03/2013] [Accepted: 03/04/2013] [Indexed: 10/27/2022]
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43
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Porcelli P, Giromini L, Parolin L, Pineda JA, Viglione DJ. Mirroring activity in the brain and movement determinant in the Rorschach test. J Pers Assess 2013; 95:444-56. [PMID: 23495976 DOI: 10.1080/00223891.2013.775136] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Human movement (M) responses to the Rorschach are related to cognitive sophistication, creativity, and empathy. Recent studies also link Ms to EEG-mu suppression, an index of mirroring activity in the brain. In this article, we further investigate the link between Ms and mu suppression by testing some clinical interpretative distinctions. Previously collected EEG data recorded during the administration of the Rorschach were reanalyzed. We hypothesized that (a) among several responses investigated, only M would be associated with mu suppression, and (b) Ms with active movement, ordinary form quality, or whole human figures would be most strongly associated with mu suppression. Hypothesis 1 was fully confirmed, thus supporting that the traditional interpretation of M has a neurobiological foundation. Hypothesis 2 was partially confirmed; that is, active Ms were associated with mu suppression more strongly than passive Ms (p < .05), but no other significant differences emerged. Clinical implications are discussed.
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Affiliation(s)
- Piero Porcelli
- Psychosomatic Unit, IRCCS De Bellis Hospital, Castellana Grotte, Italy.
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44
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Preslar J, Kushner HI, Marino L, Pearce B. Autism, lateralisation, and handedness: a review of the literature and meta-analysis. Laterality 2013; 19:64-95. [PMID: 23477561 DOI: 10.1080/1357650x.2013.772621] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
A number of recent investigators have hypothesised a link between autism, left-handedness, and brain laterality. Their findings have varied widely, in part because these studies have relied on different methodologies and definitions. We conducted a systematic review and meta-analysis to assess the literature, with the hypothesis that there would be an association between autism and laterality that would be moderated by handedness, sex, age, brain region studied, and level of autism. From a broad search resulting in 259 papers, 54 were identified for inclusion in the literature review. This list was narrowed further to include only studies reporting results in the inferior frontal gyrus for meta-analysis, resulting in four papers. The meta-analysis found a moderate but non-significant effect size of group on lateralisation, suggesting a decrease in strength of lateralisation in the autistic group, a trend supported by the literature review. A subgroup analysis of sex and a meta-regression of handedness showed that these moderating variables did not have a significant effect on this relationship. Although the results are not conclusive, there appears to be a trend towards a relationship between autism and lateralisation. However, more rigorous studies with better controls and clearer reporting of definitions and results are needed.
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Affiliation(s)
- Jessica Preslar
- a Department of Neuroscience and Behavioral Biology , Emory University , Atlanta , GA , USA
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45
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Zhu H, Sun Y, Wang F. Electroencephalogram evidence for the activation of human mirror neuron system during the observation of intransitive shadow and line drawing actions. Neural Regen Res 2013; 8:251-7. [PMID: 25206595 PMCID: PMC4107518 DOI: 10.3969/j.issn.1673-5374.2013.03.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2012] [Accepted: 10/24/2012] [Indexed: 11/18/2022] Open
Abstract
Previous studies have demonstrated that hand shadows may activate the motor cortex associated with the mirror neuron system in human brain. However, there is no evidence of activity of the human mirror neuron system during the observation of intransitive movements by shadows and line drawings of hands. This study examined the suppression of electroencephalography mu waves (8–13 Hz) induced by observation of stimuli in 18 healthy students. Three stimuli were used: real hand actions, hand shadow actions and actions made by line drawings of hands. The results showed significant desynchronization of the mu rhythm (“mu suppression”) across the sensorimotor cortex (recorded at C3, Cz and C4), the frontal cortex (recorded at F3, Fz and F4) and the central and right posterior parietal cortex (recorded at Pz and P4) under all three conditions. Our experimental findings suggest that the observation of “impoverished hand actions”, such as intransitive movements of shadows and line drawings of hands, is able to activate widespread cortical areas related to the putative human mirror neuron system.
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Affiliation(s)
- Huaping Zhu
- Department of Computer Science and Technology, Tongji University, Shanghai 201804, China
| | - Yaoru Sun
- Department of Computer Science and Technology, Tongji University, Shanghai 201804, China
| | - Fang Wang
- Department of Information Systems and Computing, Brunel University, St John's 043, Uxbridge, UB8 3PH, UK
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46
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Hamilton AFDC. Reflecting on the mirror neuron system in autism: a systematic review of current theories. Dev Cogn Neurosci 2013; 3:91-105. [PMID: 23245224 PMCID: PMC6987721 DOI: 10.1016/j.dcn.2012.09.008] [Citation(s) in RCA: 137] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2012] [Revised: 09/27/2012] [Accepted: 09/28/2012] [Indexed: 11/21/2022] Open
Abstract
There is much interest in the claim that dysfunction of the mirror neuron system in individuals with autism spectrum condition causes difficulties in social interaction and communication. This paper systematically reviews all published studies using neuroscience methods (EEG/MEG/TMS/eyetracking/EMG/fMRI) to examine the integrity of the mirror system in autism. 25 suitable papers are reviewed. The review shows that current data are very mixed and that studies using weakly localised measures of the integrity of the mirror system are hard to interpret. The only well localised measure of mirror system function is fMRI. In fMRI studies, those using emotional stimuli have reported group differences, but studies using non-emotional hand action stimuli do not. Overall, there is little evidence for a global dysfunction of the mirror system in autism. Current data can be better understood under an alternative model in which social top-down response modulation is abnormal in autism. The implications of this model and future research directions are discussed.
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47
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von Hofsten C, Rosander K. Perception-action in children with ASD. Front Integr Neurosci 2012; 6:115. [PMID: 23248590 PMCID: PMC3520024 DOI: 10.3389/fnint.2012.00115] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Accepted: 11/19/2012] [Indexed: 11/13/2022] Open
Abstract
How do disturbances to perception and action relate to the deficiencies expressed by children with autism? The ability to predict what is going to happen next is crucial for the construction of all actions and children develop these predictive abilities early in development. Children with autism, however, are deficient in the ability to foresee future events and to plan movements and movement sequences. They are also deficient in the understanding of other people's actions. This includes communicative actions as they are ultimately based on movements. Today there are two promising neurobiological interpretation of Autism Spectrum Disorder (ASD). First, there is strong evidence that the Mirror Neuron System (MNS) is impaired. As stated by this hypothesis, action production and action understanding are intimately related. Both these functions rely on predictive models of the sensory consequences of actions and depend on connectivity between the parietal and premotor areas. Secondly, action prediction is accomplished through a system that includes a loop from the posterior parietal cortex (PPC) through the cerebellum and back to the premotor and motor areas of the brain. Impairment of this loop is probably also part of the explanation of the prediction problems in children with ASD. Both the cortico-cerebellar loop and the MNS rely on distant neural connections. There are multiple evidence that such connections are weak in children with autism.
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48
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Abstract
When we observe the actions performed by others, our motor system “resonates” along with that of the observed agent. Is a similar visuomotor resonant response observed in autism spectrum disorders (ASD)? Studies investigating action observation in ASD have yielded inconsistent findings. In this perspective article we examine behavioral and neuroscientific evidence in favor of visuomotor resonance in ASD, and consider the possible role of action-perception coupling in social cognition. We distinguish between different aspects of visuomotor resonance and conclude that while some aspects may be preserved in ASD, abnormalities exist in the way individuals with ASD convert visual information from observed actions into a program for motor execution. Such abnormalities, we surmise, may contribute to but also depend on the difficulties that individuals with ASD encounter during social interaction.
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Affiliation(s)
- Cristina Becchio
- Dipartimento di Psicologia, Centro di Scienza Cognitiva, Università di Torino Turin, Italy
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49
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Vanderwert RE, Fox NA, Ferrari PF. The mirror mechanism and mu rhythm in social development. Neurosci Lett 2012; 540:15-20. [PMID: 23063953 DOI: 10.1016/j.neulet.2012.10.006] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2012] [Revised: 09/24/2012] [Accepted: 10/02/2012] [Indexed: 10/27/2022]
Abstract
Since the discovery of mirror neurons (MNs) in the monkey there has been a renewed interest in motor theories of cognitive and social development in humans by providing a potential neural mechanism underlying an action observation/execution matching system. It has been proposed that this system plays a fundamental role in the development of complex social and cognitive behaviors such as imitation and action recognition. In this review we discuss what is known about MNs from the work using single-cell recordings in the adult monkey, the evidence for the putative MN system in humans, and the extent to which research using electroencephalography (EEG) methods has contributed to our understanding of the development of these motor systems and their role in the social behaviors postulated by the MN hypothesis. We conclude with directions for future research that will improve our understanding of the putative human MN system and the functional role of MNs in social development.
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Affiliation(s)
- Ross E Vanderwert
- Department of Human Development, University of Maryland, College Park, MD, USA
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50
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Cossu G, Boria S, Copioli C, Bracceschi R, Giuberti V, Santelli E, Gallese V. Motor representation of actions in children with autism. PLoS One 2012; 7:e44779. [PMID: 22970304 PMCID: PMC3438166 DOI: 10.1371/journal.pone.0044779] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2010] [Accepted: 08/13/2012] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Children with Autistic Spectrum Disorders (ASD) are frequently hampered by motor impairment, with difficulties ranging from imitation of actions to recognition of motor intentions. Such a widespread inefficiency of the motor system is likely to interfere on the ontogeny of both motor planning and understanding of the goals of actions, thus delivering its ultimate effects on the emergence of social cognition. METHODOLOGY/PRINCIPAL FINDINGS We investigate the organization of action representation in 15 high functioning ASD (mean age: 8.11) and in two control samples of typically developing (TD) children: the first one, from a primary school, was matched for chronological age (CA), the second one, from a kindergarten, comprised children of much younger age (CY). We used nine newly designed behavioural motor tasks, aiming at exploring three domains of motor cognition: 1) imitation of actions, 2) production of pantomimes, and 3) comprehension of pantomimes. The findings reveal that ASD children fare significantly worse than the two control samples in each of the inspected components of the motor representation of actions, be it the imitation of gestures, the self-planning of pantomimes, or the (verbal) comprehension of observed pantomimes. In the latter task, owing to its cognitive complexity, ASD children come close to the younger TD children's level of performance; yet they fare significantly worse with respect to their age-mate controls. Overall, ASD children reveal a profound damage to the mechanisms that control both production and pre-cognitive "comprehension" of the motor representation of actions. CONCLUSIONS/SIGNIFICANCE Our findings suggest that many of the social cognitive impairments manifested by ASD individuals are likely rooted in their incapacity to assemble and directly grasp the intrinsic goal-related organization of motor behaviour. Such impairment of motor cognition might be partly due to an early damage of the Mirror Neuron Mechanism (MNM).
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Affiliation(s)
- Giuseppe Cossu
- Dipartimento di Neuroscienze, Università di Parma, Parma, Italy.
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