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Ding Y, Zhang T, Cao W, Zhang L, Xu X. A multi-frequency approach of the altered functional connectome for autism spectrum disorder identification. Cereb Cortex 2024; 34:bhae341. [PMID: 39152674 DOI: 10.1093/cercor/bhae341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 07/24/2024] [Accepted: 08/04/2024] [Indexed: 08/19/2024] Open
Abstract
Autism spectrum disorder stands as a multifaceted and heterogeneous neurodevelopmental condition. The utilization of functional magnetic resonance imaging to construct functional brain networks proves instrumental in comprehending the intricate interplay between brain activity and autism spectrum disorder, thereby elucidating the underlying pathogenesis at the cerebral level. Traditional functional brain networks, however, typically confine their examination to connectivity effects within a specific frequency band, disregarding potential connections among brain areas that span different frequency bands. To harness the full potential of interregional connections across diverse frequency bands within the brain, our study endeavors to develop a novel multi-frequency analysis method for constructing a comprehensive functional brain networks that incorporates multiple frequencies. Specifically, our approach involves the initial decomposition of functional magnetic resonance imaging into distinct frequency bands through wavelet transform. Subsequently, Pearson correlation is employed to generate corresponding functional brain networks and kernel for each frequency band. Finally, the classification was performed by a multi-kernel support vector machine, to preserve the connectivity effects within each band and the connectivity patterns shared among the different bands. Our proposed multi-frequency functional brain networks method yielded notable results, achieving an accuracy of 89.1%, a sensitivity of 86.67%, and an area under the curve of 0.942 in a publicly available autism spectrum disorder dataset.
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Affiliation(s)
- Yupan Ding
- School of Mathematics and Statistics, Chongqing Jiaotong University, Chongqing 400074, China
| | - Ting Zhang
- Qingdao Hospital, University of Health and Rehabilitation Sciences, Qingdao Municipal Hospital, Qingdao 266042, China
| | - Wenming Cao
- School of Mathematics and Statistics, Chongqing Jiaotong University, Chongqing 400074, China
| | - Lei Zhang
- School of Mathematics and Statistics, Chongqing Jiaotong University, Chongqing 400074, China
| | - Xiaowen Xu
- Department of Medical Imaging, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
- Institute of Medical Imaging Artificial Intelligence, Tongji University School of Medicine, Shanghai 200065, China
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2
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Li S, Machida K, Burrows EL, Johnson KA. Quicker Exogenous Orienting and Slower Endogenous Orienting in Autistic People. J Autism Dev Disord 2024:10.1007/s10803-024-06311-8. [PMID: 38446266 DOI: 10.1007/s10803-024-06311-8] [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: 02/24/2024] [Indexed: 03/07/2024]
Abstract
Research is equivocal on whether attention orienting is atypical in autism. This study investigated two types of attention orienting in autistic people and accounted for the potential confounders of alerting level, co-occurring symptoms of attention-deficit/hyperactivity disorder (ADHD) and anxiety, age, and sex. Twenty-seven autistic participants (14 males; 9-43 years) and 22 age- and sex-matched non-autistic participants (13 males; 9-42 years) completed the exogenous and endogenous Posner tasks. Response time and pupillometric data were recorded. Autistic participants were faster at orienting attention to valid cues in the exogenous task and slower at disengaging from invalid cues in the endogenous task compared to non-autistic participants. With increasing age, autistic participants showed faster exogenous and endogenous orienting, whereas non-autistic participants showed faster exogenous orienting but stable speed of endogenous orienting. Higher ADHD symptoms were associated with slower exogenous orienting in both groups, whereas higher anxiety symptoms were associated with faster exogenous orienting only in autistic participants. No group differences were noted for alerting levels, sex, or pupillary responses. This study provides new evidence of superior exogenous orienting and inefficient endogenous orienting in autistic people and suggests that age and co-occurring symptoms are important to consider when assessing attention orienting in autism.
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Affiliation(s)
- Shuting Li
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, 3010, Australia.
- Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, 3052, Australia.
| | - Keitaro Machida
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Emma L Burrows
- Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, 3052, Australia
| | - Katherine A Johnson
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, 3010, Australia
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3
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Schwartz S, Wang L, Uribe S, Shinn-Cunningham B, Tager-Flusberg H. Auditory evoked potentials in adolescents with autism: An investigation of brain development, intellectual impairment, and neural encoding. Autism Res 2023; 16:1859-1876. [PMID: 37735966 PMCID: PMC10676753 DOI: 10.1002/aur.3003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 07/21/2023] [Indexed: 09/23/2023]
Abstract
Limited research has evaluated neural encoding of sounds from a developmental perspective in individuals with autism (ASD), especially among those with intellectual disability. We compared auditory evoked potentials (AEPs) in autistic adolescents with a wide range of intellectual abilities (n = 40, NVIQ 30-160) to both age-matched cognitively able neurotypical adolescent controls (NT-A, n = 37) and younger neurotypical children (NT-C, n = 27) to assess potential developmental delays. In addition to a classic measure of peak amplitude, we calculated a continuous measure of intra-class correlation (ICC) between each adolescent participant's AEP and the age-normative, average AEP waveforms calculated from NT-C and NT-A to study differences in signal morphology. We found that peak amplitudes of neural responses were significantly smaller in autistic adolescents compared to NT-A. We also found that the AEP morphology of autistic adolescents looked more like NT-A peers than NT-C but was still significantly different from NT-A AEP waveforms. Results suggest that AEPs of autistic adolescents present differently from NTs, regardless of age, and differences cannot be accounted for by developmental delay. Nonverbal intelligence significantly predicted how closely each adolescent's AEP resembled the age-normed waveform. These results support an evolving theory that the degree of disruption in early neural responses to low-level inputs is reflected in the severity of intellectual impairments in autism.
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Affiliation(s)
- Sophie Schwartz
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Le Wang
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, USA
| | - Sofia Uribe
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
- Department of Psychology, Southern Methodist University, Dallas, TX, USA
| | | | - Helen Tager-Flusberg
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
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Minor GN, Hannula DE, Gordon A, Ragland JD, Iosif AM, Solomon M. Relational memory weakness in autism despite the use of a controlled encoding task. Front Psychol 2023; 14:1210259. [PMID: 37691809 PMCID: PMC10484720 DOI: 10.3389/fpsyg.2023.1210259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/09/2023] [Indexed: 09/12/2023] Open
Abstract
Introduction Recent work challenged past findings that documented relational memory impairments in autism. Previous studies often relied solely on explicit behavioral responses to assess relational memory integrity, but successful performance on behavioral tasks may rely on other cognitive abilities (e.g., executive functioning) that are impacted in some autistic individuals. Eye-tracking tasks do not require explicit behavioral responses, and, further, eye movements provide an indirect measure of memory. The current study examined whether memory-specific viewing patterns toward scenes differ between autistic and non-autistic individuals. Methods Using a long-term memory paradigm that equated for complexity between item and relational memory tasks, participants studied a series of scenes. Following the initial study phase, scenes were re-presented, accompanied by an orienting question that directed participants to attend to either features of an item (i.e., in the item condition) or spatial relationships between items (i.e., in the relational condition) that might be subsequently modified during test. At test, participants viewed scenes that were unchanged (i.e., repeated from study), scenes that underwent an "item" modification (an exemplar switch) or a "relational" modification (a location switch), and scenes that had not been presented before. Eye movements were recorded throughout. Results During study, there were no significant group differences in viewing directed to regions of scenes that might be manipulated at test, suggesting comparable processing of scene details during encoding. However, there was a group difference in explicit recognition accuracy for scenes that underwent a relational change. Marginal group differences in the expression of memory-based viewing effects during test for relational scenes were consistent with this behavioral outcome, particularly when analyses were limited to scenes recognized correctly with high confidence. Group differences were also evident in correlational analyses that examined the association between study phase viewing and recognition accuracy and between performance on the Picture Sequence Memory Test and recognition accuracy. Discussion Together, our findings suggest differences in the integrity of relational memory representations and/or in the relationships between subcomponents of memory in autism.
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Affiliation(s)
- Greta N. Minor
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
| | - Deborah E. Hannula
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
| | - Andrew Gordon
- Department of Psychiatry & Behavioral Sciences, University of California, Davis, Davis, CA, United States
| | - J. Daniel Ragland
- Department of Psychiatry & Behavioral Sciences, University of California, Davis, Davis, CA, United States
| | - Ana-Maria Iosif
- Department of Psychiatry & Behavioral Sciences, University of California, Davis, Davis, CA, United States
| | - Marjorie Solomon
- Department of Psychiatry & Behavioral Sciences, University of California, Davis, Davis, CA, United States
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Chen N, Watanabe K, Spence C, Wada M. People with higher autistic traits show stronger binding for color-shape associations. Sci Rep 2023; 13:9611. [PMID: 37311776 PMCID: PMC10264394 DOI: 10.1038/s41598-023-36666-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 06/07/2023] [Indexed: 06/15/2023] Open
Abstract
Non-synesthetes exhibit a tendency to associate specific shapes with particular colors (i.e., circle-red, triangle-yellow, and square-blue). Such color-shape associations (CSAs) could potentially affect the feature binding of colors and shapes, thus resulting in people reporting more binding errors in the case of incongruent, rather than congruent, colored-shape pairs. Individuals with autism spectrum disorder (ASD) exhibit atypical sensory processing and impaired multisensory integration. Here, we examined whether autistic traits (Autism-Spectrum Quotient; AQ) influence the strength of color-shape associations, as evidenced by the occurrence of binding errors in incongruent minus congruent conditions. Participants took part in an experiment designed to reveal binding errors induced by incongruent and congruent colored-shape pairs, and completed the Japanese version of the AQ score. The results revealed a significant correlation between AQ scores and occurrence of binding errors when participants were presented with the circle-red and triangle-yellow CSAs: That is, individuals with higher autistic traits tend to make more binding errors in incongruent minus congruent colored-shape pairs, indicating a stronger binding of circle-red and triangle-yellow associations. These results therefore suggest that autistic traits play a role in forming color-shape associations, shedding light on the nature of both color-shape associations and autistic perception.
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Affiliation(s)
- Na Chen
- Department of Rehabilitation for Brain Functions, Research Institute of National Rehabilitation Center for Persons With Disabilities, Tokorozawa, 359-8555, Japan.
- The Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, 5290002, Israel.
| | - Katsumi Watanabe
- Faculty of Science and Engineering, Waseda University, Tokyo, 169-8555, Japan
| | - Charles Spence
- Crossmodal Research Laboratory, University of Oxford, Oxford, OX2 6GG, UK
| | - Makoto Wada
- Department of Rehabilitation for Brain Functions, Research Institute of National Rehabilitation Center for Persons With Disabilities, Tokorozawa, 359-8555, Japan
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Alves CL, Toutain TGLDO, de Carvalho Aguiar P, Pineda AM, Roster K, Thielemann C, Porto JAM, Rodrigues FA. Diagnosis of autism spectrum disorder based on functional brain networks and machine learning. Sci Rep 2023; 13:8072. [PMID: 37202411 DOI: 10.1038/s41598-023-34650-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 05/04/2023] [Indexed: 05/20/2023] Open
Abstract
Autism is a multifaceted neurodevelopmental condition whose accurate diagnosis may be challenging because the associated symptoms and severity vary considerably. The wrong diagnosis can affect families and the educational system, raising the risk of depression, eating disorders, and self-harm. Recently, many works have proposed new methods for the diagnosis of autism based on machine learning and brain data. However, these works focus on only one pairwise statistical metric, ignoring the brain network organization. In this paper, we propose a method for the automatic diagnosis of autism based on functional brain imaging data recorded from 500 subjects, where 242 present autism spectrum disorder considering the regions of interest throughout Bootstrap Analysis of Stable Cluster map. Our method can distinguish the control group from autism spectrum disorder patients with high accuracy. Indeed the best performance provides an AUC near 1.0, which is higher than that found in the literature. We verify that the left ventral posterior cingulate cortex region is less connected to an area in the cerebellum of patients with this neurodevelopment disorder, which agrees with previous studies. The functional brain networks of autism spectrum disorder patients show more segregation, less distribution of information across the network, and less connectivity compared to the control cases. Our workflow provides medical interpretability and can be used on other fMRI and EEG data, including small data sets.
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Affiliation(s)
- Caroline L Alves
- Institute of Mathematical and Computer Sciences (ICMC), University of São Paulo (USP), São Paulo, Brazil.
- BioMEMS Lab, Aschaffenburg University of Applied Sciences, Aschaffenburg, Germany.
| | | | - Patricia de Carvalho Aguiar
- Hospital Israelita Albert Einstein, São Paulo, Brazil
- Department of Neurology and Neurosurgery, Federal University of São Paulo, São Paulo, Brazil
| | - Aruane M Pineda
- Institute of Mathematical and Computer Sciences (ICMC), University of São Paulo (USP), São Paulo, Brazil
| | - Kirstin Roster
- Institute of Mathematical and Computer Sciences (ICMC), University of São Paulo (USP), São Paulo, Brazil
| | | | | | - Francisco A Rodrigues
- Institute of Mathematical and Computer Sciences (ICMC), University of São Paulo (USP), São Paulo, Brazil
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Fisher VL, Dean CL, Nave CS, Parkins EV, Kerkhoff WG, Kwakye LD. Increases in sensory noise predict attentional disruptions to audiovisual speech perception. Front Hum Neurosci 2023; 16:1027335. [PMID: 36684833 PMCID: PMC9846366 DOI: 10.3389/fnhum.2022.1027335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 12/05/2022] [Indexed: 01/06/2023] Open
Abstract
We receive information about the world around us from multiple senses which combine in a process known as multisensory integration. Multisensory integration has been shown to be dependent on attention; however, the neural mechanisms underlying this effect are poorly understood. The current study investigates whether changes in sensory noise explain the effect of attention on multisensory integration and whether attentional modulations to multisensory integration occur via modality-specific mechanisms. A task based on the McGurk Illusion was used to measure multisensory integration while attention was manipulated via a concurrent auditory or visual task. Sensory noise was measured within modality based on variability in unisensory performance and was used to predict attentional changes to McGurk perception. Consistent with previous studies, reports of the McGurk illusion decreased when accompanied with a secondary task; however, this effect was stronger for the secondary visual (as opposed to auditory) task. While auditory noise was not influenced by either secondary task, visual noise increased with the addition of the secondary visual task specifically. Interestingly, visual noise accounted for significant variability in attentional disruptions to the McGurk illusion. Overall, these results strongly suggest that sensory noise may underlie attentional alterations to multisensory integration in a modality-specific manner. Future studies are needed to determine whether this finding generalizes to other types of multisensory integration and attentional manipulations. This line of research may inform future studies of attentional alterations to sensory processing in neurological disorders, such as Schizophrenia, Autism, and ADHD.
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Affiliation(s)
- Victoria L. Fisher
- Department of Neuroscience, Oberlin College, Oberlin, OH, United States
- Yale University School of Medicine and the Connecticut Mental Health Center, New Haven, CT, United States
| | - Cassandra L. Dean
- Department of Neuroscience, Oberlin College, Oberlin, OH, United States
- Roche/Genentech Neurodevelopment & Psychiatry Teams Product Development, Neuroscience, South San Francisco, CA, United States
| | - Claire S. Nave
- Department of Neuroscience, Oberlin College, Oberlin, OH, United States
| | - Emma V. Parkins
- Department of Neuroscience, Oberlin College, Oberlin, OH, United States
- Neuroscience Graduate Program, University of Cincinnati, Cincinnati, OH, United States
| | - Willa G. Kerkhoff
- Department of Neuroscience, Oberlin College, Oberlin, OH, United States
- Department of Neurobiology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Leslie D. Kwakye
- Department of Neuroscience, Oberlin College, Oberlin, OH, United States
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8
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Sakihara K, Kita Y, Suzuki K, Inagaki M. Modulation effects of the intact motor skills on the relationship between social skills and motion perceptions in children with autism spectrum disorder: A pilot study. Brain Dev 2023; 45:39-48. [PMID: 36184381 DOI: 10.1016/j.braindev.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 09/01/2022] [Accepted: 09/02/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND An individual with autism spectrum disorder (ASD) has social skill, motor skill, and motion perception deficits. However, the relationship among them was not clarified. Therefore, this study aimed to evaluate the effects of motor skills on social skills and motion perception. METHODS Five typically developed children and fourteen children with ASD participated in our study. The N200 component, a brain activity indicating motion perception, was induced in mid-temporal (MT/V5) brain area by watching a random dot kinematograph, and was recorded using a scalp electroencephalogram. Furthermore, the social responsiveness scale (SRS) indicating the social skill deficit, the developmental coordination disorder questionnaire (DCDQ) estimating the developmental coordination disorder (DCD), and the movement assessment battery for children second edition (MABC-2) indicating motor skills were recorded in the children with ASD. A hierarchical multiple regression analysis was conducted to examine the modulation effects of motor skills on the relationship between social skills and motion perception. The dependent variable was the N200 latency, and the independent variables were SRS, MABC-2, and combined MABC-2 and SRS. RESULTS The N200 latency was more delayed in children with ASD relative that in typically developed children. Intact balance ability modulated the relationship between social skills and N200 latency in children with ASD. Within the high balance ability, when the social skills worsened, the N200 latency was shortened. CONCLUSIONS This is the first report that intact motor skills could modulate the relationship between social skills and motion perception.
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Affiliation(s)
- Kotoe Sakihara
- Department of Clinical Laboratory Science, Faculty of Medical Technology, Teikyo University, Japan; Department of Developmental Disorders, National Institute of Mental Health, National Center of Neurology and Psychiatry (NCNP), Japan.
| | - Yosuke Kita
- Department of Psychology, Faculty of Letters, Keio University, Tokyo, Japan; Cognitive Brain Research Unit (CBRU), Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Kota Suzuki
- Faculty of Education, Shitennoji University, Japan
| | - Masumi Inagaki
- Department of Developmental Disorders, National Institute of Mental Health, National Center of Neurology and Psychiatry (NCNP), Japan; Tottori Prefectural Tottori Rehabilitation Center, Japan
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Abstract
Recent advances in genomics have revealed a wide spectrum of genetic variants associated with neurodevelopmental disorders at an unprecedented scale. An increasing number of studies have consistently identified mutations-both inherited and de novo-impacting the function of specific brain circuits. This suggests that, during brain development, alterations in distinct neural circuits, cell types, or broad regulatory pathways ultimately shaping synapses might be a dysfunctional process underlying these disorders. Here, we review findings from human studies and animal model research to provide a comprehensive description of synaptic and circuit mechanisms implicated in neurodevelopmental disorders. We discuss how specific synaptic connections might be commonly disrupted in different disorders and the alterations in cognition and behaviors emerging from imbalances in neuronal circuits. Moreover, we review new approaches that have been shown to restore or mitigate dysfunctional processes during specific critical windows of brain development. Considering the heterogeneity of neurodevelopmental disorders, we also highlight the recent progress in developing improved clinical biomarkers and strategies that will help to identify novel therapeutic compounds and opportunities for early intervention.
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Affiliation(s)
- David Exposito-Alonso
- Centre for Developmental Neurobiology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- MRC Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom;
- Current affiliation: Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA;
| | - Beatriz Rico
- Centre for Developmental Neurobiology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- MRC Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom;
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10
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Lian X, Hong WCH, Xu X, Kimberly KZ, Wang Z. The influence of picture book design on visual attention of children with autism: a pilot study. INTERNATIONAL JOURNAL OF DEVELOPMENTAL DISABILITIES 2022; 69:946-956. [PMID: 37885844 PMCID: PMC10599195 DOI: 10.1080/20473869.2022.2033590] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 01/20/2022] [Indexed: 10/28/2023]
Abstract
Taking 22 children with mild and moderate autism as subjects and using the TobiiX 120 eye-tracker to record their eye movements in visual search of images in picture books, the characteristics of the process of autistic children viewing picture books were explored. Two measures, fixation counts and gaze duration, were used alongside attention heatmap, to explore the visual patterns among children with autism viewing two types of researcher-made picture books and an ordinary picture book. Using a within-subject design, it was found that children with autism could sustain longer gaze duration and have more fixation points on the effective area of the picture book content when viewing researcher-made picture books than when viewing the ordinary picture book, suggesting better visual attention to single-object and single-pattern picture books. The study offers insights and support for related picture book reading and teaching in the future.
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Affiliation(s)
- Xiang Lian
- Quanzhou Preschool Education College, Quanzhou, China
| | | | - Xiaoshu Xu
- School of Foreign Studies, Wenzhou University, Wenzhou, China
| | | | - Zhi Wang
- Faculty of Education, University of Malaya, Kuala Lumpur, Malaysia
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11
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Mazzoni N, Ricciardelli P, Actis-Grosso R, Venuti P. Difficulties in Recognising Dynamic but not Static Emotional Body Movements in Autism Spectrum Disorder. J Autism Dev Disord 2021; 52:1092-1105. [PMID: 33866488 PMCID: PMC8854267 DOI: 10.1007/s10803-021-05015-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/06/2021] [Indexed: 01/03/2023]
Abstract
In this study, we investigated whether the difficulties in body motion (BM) perception may led to deficit in emotion recognition in Autism spectrum disorder (ASD). To this aim, individuals with high-functioning ASD were asked to recognise fearful, happy, and neutral BM depicted as static images or dynamic point-light and full-light displays. Results showed slower response times in participants with ASD only in recognising dynamic stimuli, but no group differences in accuracy. This suggests that i) a deficit in action chaining mechanism in ASD may prevent the recognition of dynamic BM automatically and rapidly, ii) individuals with ASD and high cognitive resources can develop alternative—but equally successful—strategies to recognise emotional body expressions. Implications for treatment are discussed
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Affiliation(s)
- Noemi Mazzoni
- OFDLab - Department of Psychology and Cognitive Science, University of Trento, Via Matteo del Ben, 5B, 38068 Rovereto, Italy
| | - Paola Ricciardelli
- Department of Psychology, University of Milano - Bicocca, Milan, Italy
- Milan Centre for Neuroscience, University of Milano-Bicocca, Piazza dell’Ateneo Nuovo 1, 20126 Milan, Italy
| | - Rossana Actis-Grosso
- Department of Psychology, University of Milano - Bicocca, Milan, Italy
- Milan Centre for Neuroscience, University of Milano-Bicocca, Piazza dell’Ateneo Nuovo 1, 20126 Milan, Italy
| | - Paola Venuti
- OFDLab - Department of Psychology and Cognitive Science, University of Trento, Via Matteo del Ben, 5B, 38068 Rovereto, Italy
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12
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Zavery A, Zäch M, Bertrams A. Test Anxiety in Autistic University Students-Preliminary Results from a German-Speaking Sample. Brain Sci 2021; 11:brainsci11030390. [PMID: 33808816 PMCID: PMC8003700 DOI: 10.3390/brainsci11030390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 03/13/2021] [Accepted: 03/17/2021] [Indexed: 11/16/2022] Open
Abstract
Autism is a neurodevelopmental condition associated with increased levels of anxiety. However, whether autism is related to heightened test anxiety as one situation-specific type of anxiety has not yet been examined. This question may be relevant for the achievement and well-being of autistic people in educational settings (e.g., at universities). In this study, we took a first step to investigate whether autistic university students have increased test anxiety. A sample of 16 German-speaking university students completed an established diagnostic instrument to measure test anxiety and its components of worry, emotionality, cognitive interference, and lack of confidence. The scores of the autistic students were compared with the test anxiety means and percentile ranks of the standardization sample for the applied test anxiety measure (n = 1350). For an additional comparison, the test anxiety means and percentile ranks of non-autistic university students (n = 101) were assessed during the last third of the semester; that is, close to the examinations. Overall, the results suggest that autistic university students have remarkably increased test anxiety. Although the present findings must be considered preliminary, they suggest that text anxiety in educational settings may be a neglected significant problem for autistic people that requires further attention in research and practice.
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13
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Du RY, Yang W, Lam PPY, Yiu CKY, McGrath CP. Developing a Toothbrushing Visual Pedagogy (TBVP) for Preschool Children with Autism Spectrum Disorder. J Autism Dev Disord 2021; 52:327-338. [PMID: 33689090 DOI: 10.1007/s10803-021-04946-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/20/2021] [Indexed: 11/28/2022]
Abstract
Visual pedagogy and social stories have been widely used to assist children with Autism Spectrum Disorder (ASD) in learning various skills. A toothbrushing visual pedagogy (TBVP) was developed adapting existing toothbrushing social stories for children with ASD. This TBVP consists of 13 toothbrushing steps with scripts describing the toothbrushing technique. To evaluate its feasibility, a review panel was formed to provide feedback on the TBVP and three other published toothbrushing social stories. Effectiveness of the TBVP was further evaluated among 119 preschool children with ASD with significant improvements in toothbrushing skills observed at 3-month and 6-month follow-ups. It is concluded that TBVP is a feasible and an effective educational means that assists children with ASD in learning toothbrushing skills.
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Affiliation(s)
- Rennan Yanlin Du
- Paediatric Dentistry, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
| | - Weipeng Yang
- Early Childhood Education, S R Nathan School of Human Development, Singapore University of Social Sciences, Singapore, Singapore
| | - Phoebe Pui Ying Lam
- Paediatric Dentistry, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Cynthia Kar Yung Yiu
- Paediatric Dentistry, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Colman Patrick McGrath
- Dental Public Health, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
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Paul S, Arora A, Midha R, Vu D, Roy PK, Belmonte MK. Autistic traits and individual brain differences: functional network efficiency reflects attentional and social impairments, structural nodal efficiencies index systemising and theory-of-mind skills. Mol Autism 2021; 12:3. [PMID: 33478557 PMCID: PMC7818759 DOI: 10.1186/s13229-020-00377-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 09/02/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Autism is characterised not only by impaired social cognitive 'empathising' but also by superior rule-based 'systemising'. These cognitive domains intertwine within the categorical diagnosis of autism, yet behavioural genetics suggest largely independent heritability, and separable brain mechanisms. We sought to determine whether quantitative behavioural measures of autistic traits are dimensionally associated with structural and functional brain network integrity, and whether brain bases of autistic traits vary independently across individuals. METHODS Thirty right-handed neurotypical adults (12 females) were administered psychometric (Social Responsiveness Scale, Autism Spectrum Quotient and Systemising Quotient) and behavioural (Attention Network Test and theory-of-mind reaction time) measures of autistic traits, and structurally (diffusion tensor imaging) and functionally (500 s of 2 Hz eyes-closed resting fMRI) derived graph-theoretic measures of efficiency of information integration were computed throughout the brain and within subregions. RESULTS Social impairment was positively associated with functional efficiency (r = .47, p = .006), globally and within temporo-parietal and prefrontal cortices. Delayed orienting of attention likewise was associated with greater functional efficiency (r = - .46, p = .0133). Systemising was positively associated with global structural efficiency (r = .38, p = 0.018), driven specifically by temporal pole; theory-of-mind reaction time was related to structural efficiency (r = - .40, p = 0.0153) within right supramarginal gyrus. LIMITATIONS Interpretation of these relationships is complicated by the many senses of the term 'connectivity', including functional, structural and computational; by the approximation inherent in group functional anatomical parcellations when confronted with individual variation in functional anatomy; and by the validity, sensitivity and specificity of the several survey and experimental behavioural measures applied as correlates of brain structure and function. CONCLUSIONS Functional connectivities highlight distributed networks associated with domain-general properties such as attentional orienting and social cognition broadly, associating more impaired behaviour with more efficient brain networks that may reflect heightened feedforward information flow subserving autistic strengths and deficits alike. Structural connectivity results highlight specific anatomical nodes of convergence, reflecting cognitive and neuroanatomical independence of systemising and theory-of-mind. In addition, this work shows that individual differences in theory-of-mind related to brain structure can be measured behaviourally, and offers neuroanatomical evidence to pin down the slippery construct of 'systemising' as the capacity to construct invariant contextual associations.
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Affiliation(s)
- Subhadip Paul
- MIND Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106, USA.,National Brain Research Centre, NH-8, Nainwal Mode, Manesar, 122051, India
| | - Aditi Arora
- National Brain Research Centre, NH-8, Nainwal Mode, Manesar, 122051, India.,Centre for Cognitive Neuroscience, Universität Salzburg, Kapitelgasse 4-6, 5020, Salzburg, Austria
| | - Rashi Midha
- National Brain Research Centre, NH-8, Nainwal Mode, Manesar, 122051, India.,National Institute of Mental Health and Neuro Sciences, Hosur Road, Bangalore, 560029, India
| | - Dinh Vu
- Department of Psychology, University of Oslo, Harald Schjelderups hus, Forskningsveien 3A, 0373, Oslo, Norway.,Department of Psychology, Chaucer Bldg., Nottingham Trent University, Shakespeare Street, Nottingham, NG1 4FQ, UK
| | - Prasun K Roy
- National Brain Research Centre, NH-8, Nainwal Mode, Manesar, 122051, India.,School of Biomedical Engineering, Indian Institute of Technology (Banaras Hindu University), Varanasi, 221005, India
| | - Matthew K Belmonte
- National Brain Research Centre, NH-8, Nainwal Mode, Manesar, 122051, India. .,Department of Psychology, Chaucer Bldg., Nottingham Trent University, Shakespeare Street, Nottingham, NG1 4FQ, UK. .,The Com DEALL Trust, 224, 6th 'A' Main Road, near Specialist Hospital, 2nd Block, HRBR Layout, Bangalore, 560043, India.
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15
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Trevisan DA, Parker T, McPartland JC. First-Hand Accounts of Interoceptive Difficulties in Autistic Adults. J Autism Dev Disord 2021; 51:3483-3491. [PMID: 33389300 DOI: 10.1007/s10803-020-04811-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/18/2020] [Indexed: 12/12/2022]
Abstract
Interoceptive awareness refers to one's ability to detect, discriminate, and regulate internal bodily and mental processes. Interoceptive challenges in ASD remain under researched and poorly understood. In this study, we analyzed texts of adults who self-identify as autistic describing their interoceptive challenges. Many individuals described limited awareness of hunger, satiation, or thirst, which contributed to eating disordered behavior in some instances. Others described limited awareness or difficulty understanding affective arousal, pain or illness, and difficulty differentiating benign body signals from signals that represent medical concerns. Findings from this study call for increased research attention on this topic, and a need for valid and objective measures for assessing interoception in ASD.
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Affiliation(s)
- Dominic A Trevisan
- Child Study Center, Yale University, 230 S. Frontage Rd, New Haven, CT, 06511, USA.
| | - Termara Parker
- Child Study Center, Yale University, 230 S. Frontage Rd, New Haven, CT, 06511, USA
| | - James C McPartland
- Child Study Center, Yale University, 230 S. Frontage Rd, New Haven, CT, 06511, USA.
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16
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Chung S, Son JW. Visual Perception in Autism Spectrum Disorder: A Review of Neuroimaging Studies. Soa Chongsonyon Chongsin Uihak 2020; 31:105-120. [PMID: 32665755 PMCID: PMC7350544 DOI: 10.5765/jkacap.200018] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 05/31/2020] [Accepted: 06/05/2020] [Indexed: 12/13/2022] Open
Abstract
Although autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by social impairments, patients with ASD frequently manifest atypical sensory behaviors. Recently, atypical sensory perception in ASD has received much attention, yet little is known about its cause or neurobiology. Herein, we review the findings from neuroimaging studies related to visual perception in ASD. Specifically, we examined the neural underpinnings of visual detection, motion perception, and face processing in ASD. Results from neuroimaging studies indicate that atypical visual perception in ASD may be influenced by attention or higher order cognitive mechanisms, and atypical face perception may be affected by disrupted social brain network. However, there is considerable evidence for atypical early visual processing in ASD. It is likely that visual perceptual abnormalities are independent of deficits of social functions or cognition. Importantly, atypical visual perception in ASD may enhance difficulties in dealing with complex and subtle social stimuli, or improve outstanding abilities in certain fields in individuals with Savant syndrome. Thus, future research is required to elucidate the characteristics and neurobiology of autistic visual perception to effectively apply these findings in the interventions of ASD.
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Affiliation(s)
- Seungwon Chung
- Department of Psychiatry, Chungbuk National University Hospital, Cheongju, Korea
| | - Jung-Woo Son
- Department of Neuropsychiatry, College of Medicine, Chungbuk National University, Cheongju, Korea
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17
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Carter RM, Jung H, Reaven J, Blakeley-Smith A, Dichter GS. A Nexus Model of Restricted Interests in Autism Spectrum Disorder. Front Hum Neurosci 2020; 14:212. [PMID: 32581753 PMCID: PMC7283772 DOI: 10.3389/fnhum.2020.00212] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 05/11/2020] [Indexed: 11/23/2022] Open
Abstract
Restricted interests (RIs) in autism spectrum disorder (ASD) are clinically impairing interests of unusual focus or intensity. They are a subtype of restricted and repetitive behaviors which are one of two diagnostic criteria for the disorder. Despite the near ubiquity of RIs in ASD, the neural basis for their development is not well understood. However, recent cognitive neuroscience findings from nonclinical samples and from individuals with ASD shed light on neural mechanisms that may explain the emergence of RIs. We propose the nexus model of RIs in ASD, a novel conceptualization of this symptom domain that suggests that RIs may reflect a co-opting of brain systems that typically serve to integrate complex attention, memory, semantic, and social communication functions during development. The nexus model of RIs hypothesizes that when social communicative development is compromised, brain functions typically located within the lateral surface of cortex may expand into social processing brain systems and alter cortical representations of various cognitive functions during development. These changes, in turn, promote the development of RIs as an alternative process mediated by these brain networks. The nexus model of RIs makes testable predictions about reciprocal relations between the impaired development of social communication and the emergence of RIs in ASD and suggests novel avenues for treatment development.
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Affiliation(s)
- R. McKell Carter
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, United States
| | - Heejung Jung
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, United States
| | - Judy Reaven
- JFK Partners, Department of Psychiatry and Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Audrey Blakeley-Smith
- JFK Partners, Department of Psychiatry and Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Gabriel S. Dichter
- School of Medicine, Carolina Institute for Developmental Disabilities, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Psychology and Neuroscience, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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18
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Specific Patterns of Emotion Recognition from Faces in Children with ASD: Results of a Cross-Modal Matching Paradigm. J Autism Dev Disord 2019; 48:844-852. [PMID: 29164447 DOI: 10.1007/s10803-017-3389-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Children with ASD show emotion recognition difficulties, as part of their social communication deficits. We examined facial emotion recognition (FER) in intellectually disabled children with ASD and in younger typically developing (TD) controls, matched on mental age. Our emotion-matching paradigm employed three different modalities: facial, vocal and verbal. Results confirmed overall FER deficits in ASD. Compared to the TD group, children with ASD had the poorest performance in recognizing surprise and anger in comparison to happiness and sadness, and struggled with face-face matching, compared to voice-face and word-face combinations. Performance in the voice-face cross-modal recognition task was related to adaptive communication. These findings highlight the specific face processing deficit, and the relative merit of cross-modal integration in children with ASD.
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19
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Effects of Repetitive Transcranial Magnetic Stimulation over Prefrontal Cortex on Attention in Psychiatric Disorders: A Systematic Review. J Clin Med 2019; 8:jcm8040416. [PMID: 30934685 PMCID: PMC6518000 DOI: 10.3390/jcm8040416] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 03/10/2019] [Accepted: 03/19/2019] [Indexed: 01/20/2023] Open
Abstract
Repetitive transcranial magnetic stimulation (rTMS) may be effective for enhancing cognitive functioning. In this review, we aimed to systematically evaluate the effects of rTMS on attention in psychiatric diseases. In particular, we searched PubMed and Embase to examine the effectiveness of rTMS administered to the dorsolateral prefrontal cortex (DLPFC) on this specific cognitive domain. The search identified 24 articles, 21 of which met inclusion and exclusion criteria. Among them, nine were conducted in patients with depression, four in patients with schizophrenia, three in patients with autism spectrum disorder (ASD), two in patients with attention deficit hyperactivity disorder, one each in patients with Alzheimer's disease and in patients with alcohol or methamphetamine addiction. No evidence for cognitive adverse effects was found in all the included rTMS studies. Several studies showed a significant improvement of attentional function in patients with depression and schizophrenia. The beneficial effects on attention and other executive functions suggest that rTMS has the potential to target core features of ASD. rTMS may influence the attentional networks in alcohol-dependent and other addicted patients. We also reviewed and discussed the studies assessing the effects of rTMS on attention in the healthy population. This review suggests that prefrontal rTMS could exert procognitive effects on attention in patients with many psychiatric disorders.
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20
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Del Bianco T, Mazzoni N, Bentenuto A, Venuti P. An Investigation of Attention to Faces and Eyes: Looking Time Is Task-Dependent in Autism Spectrum Disorder. Front Psychol 2018; 9:2629. [PMID: 30619019 PMCID: PMC6305412 DOI: 10.3389/fpsyg.2018.02629] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 12/06/2018] [Indexed: 01/01/2023] Open
Abstract
A defective attention to faces and eyes characterizes autism spectrum disorder (ASD), however, the role of contingent information - such as the task instructions - remains still unclear. Our study aimed to investigate the face-orienting response and the subsequent attentive selection in the presence of varying task instructions in individuals with atypical and typical development. Twenty young adults with ASD and 24 young adults with typical development participated in our eye-tracking study. The participants received one of three different instructions at the beginning of each trial and watched scenes of a social interaction. The instructions asked either to find an object (visual-search, VS), to identify which actor was paying attention to the conversation (gaze-reading, GR), or to simply watch the video (free-viewing, FV). We found that the groups did not differ in terms of proportion of first fixations to the face. Nonetheless, average looking time and proportional looking time to faces differed across groups. Furthermore, proportional looking time to faces was task-dependent in the ASD group only, with maximum proportion in the GR and minimum in the VS condition. This result cannot be explained by a lack of an initial bias to orient to the face, since the face-orienting tendency was similar in the ASD and the control group.
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Affiliation(s)
- Teresa Del Bianco
- ODF Lab, Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom
| | - Noemi Mazzoni
- ODF Lab, Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
- Child Psychopathology Unit, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Arianna Bentenuto
- ODF Lab, Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
| | - Paola Venuti
- ODF Lab, Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
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21
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The Relationship between Sleep and Cognitive Performance in Autism Spectrum Disorder (ASD): A Pilot Study. CHILDREN-BASEL 2018; 5:children5110153. [PMID: 30453573 PMCID: PMC6262641 DOI: 10.3390/children5110153] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 11/11/2018] [Accepted: 11/13/2018] [Indexed: 11/16/2022]
Abstract
Background: Sleep concerns are common in children with autism spectrum disorders (ASD). The impact of poor sleep on cognitive performance in ASD children is not well-established. We investigated the possible correlation between sleep quality in ASD children and cognitive performance. The Cambridge Neuropsychological Test Automated Battery (CANTAB) was administered to examine specific components of non-verbal cognition. Methods: The Children’s Sleep Habits Questionnaire (CSHQ) and actigraphy-measured data from 18 children with diagnosis of ASD were evaluated. Motor planning task (MOT), simple reaction time task (SRT) and the intradimensional/extradimensional shift (IED) of CANTAB were administered. Results: ASD good sleeper (ASD-GS) showed significant better response time for SRT task as compared to ASD poor sleeper (ASD-PS) based on CSHQ score. Parameters of bedtime resistance (r = 0.531, p = 0.023), sleep anxiety (r = 0.474, p = 0.047) from CSHQ and actigrapgy dependent (wake after sleep onset (WASO) (r = 0.430, p = 0.024) were significantly correlate with response time of SRT task. Conclusion: We conclude that some signs reflecting the presence of poor sleep in ASD correlate with various aspects of motor output on non-verbal performance tasks. The question is raised whether poor sleep in non-complaining persons with autism should be treated.
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22
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Dakopolos AJ, Jahromi LB. Differences in sensory responses among children with autism spectrum disorder and typical development: Links to joint attention and social competence. INFANT AND CHILD DEVELOPMENT 2018. [DOI: 10.1002/icd.2117] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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23
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Ikeda T, Hirai M, Sakurada T, Monden Y, Tokuda T, Nagashima M, Shimoizumi H, Dan I, Yamagata T. Atypical neural modulation in the right prefrontal cortex during an inhibitory task with eye gaze in autism spectrum disorder as revealed by functional near-infrared spectroscopy. NEUROPHOTONICS 2018; 5:035008. [PMID: 30211250 PMCID: PMC6123570 DOI: 10.1117/1.nph.5.3.035008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 08/02/2018] [Indexed: 05/20/2023]
Abstract
Autism spectrum disorder (ASD) is characterized by impairment in social communication and the presence of restricted and repetitive behaviors and interests. Executive function impairment is reportedly partially responsible for these symptoms. Executive function includes planning, flexibility, and inhibitory control. Although planning and flexibility in ASD have been consistently reported as atypical, the atypicality of inhibitory control remains controversial. As most previous studies have used nonsocial stimuli to investigate inhibitory control in ASD, the effects of socially relevant information on the inhibitory control system in individuals with ASD remain unclear. Therefore, we developed a go/no-go task with gaze stimuli and measured hemodynamic responses in the right prefrontal cortex (PFC), involved in inhibitory processing in both typically developing (TD) children and children with ASD, using functional near-infrared spectroscopy. Direct gaze induced commission errors to similar extents in both groups. Contrary to the behavioral responses, neural activation in the right PFC was modulated by gaze direction only in the TD group. These findings suggest that the gaze-processing mechanisms in the prefrontal region may be affected by atypical gaze processing in other brain regions during an inhibitory control task with socially relevant information in ASD.
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Affiliation(s)
- Takahiro Ikeda
- Jichi Medical University, Department of Pediatrics, Shimotsuke, Japan
| | - Masahiro Hirai
- Jichi Medical University, Center for Development of Advanced Medical Technology, Shimotsuke, Japan
- University of London, Centre for Brain and Cognitive Development, London, United Kingdom
- Address all correspondence to: Masahiro Hirai,
| | - Takeshi Sakurada
- Jichi Medical University, Center for Development of Advanced Medical Technology, Shimotsuke, Japan
| | - Yukifumi Monden
- Jichi Medical University, Department of Pediatrics, Shimotsuke, Japan
- International University of Health and Welfare, Department of Pediatrics, Nasushiobara, Japan
| | - Tatsuya Tokuda
- Chuo University, Applied Cognitive Neuroscience Laboratory, Tokyo, Japan
| | - Masako Nagashima
- Jichi Medical University, Department of Pediatrics, Shimotsuke, Japan
| | - Hideo Shimoizumi
- International University of Health and Welfare Rehabilitation Center, Nasu Institute for Developmental Disabilities, Otawara, Japan
| | - Ippeita Dan
- Chuo University, Applied Cognitive Neuroscience Laboratory, Tokyo, Japan
| | - Takanori Yamagata
- Jichi Medical University, Department of Pediatrics, Shimotsuke, Japan
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24
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Sokhadze EM, Lamina EV, Casanova EL, Kelly DP, Opris I, Tasman A, Casanova MF. Exploratory Study of rTMS Neuromodulation Effects on Electrocortical Functional Measures of Performance in an Oddball Test and Behavioral Symptoms in Autism. Front Syst Neurosci 2018; 12:20. [PMID: 29892214 PMCID: PMC5985329 DOI: 10.3389/fnsys.2018.00020] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Accepted: 05/02/2018] [Indexed: 12/17/2022] Open
Abstract
There is no accepted pathology to autism spectrum disorders (ASD) but research suggests the presence of an altered excitatory/inhibitory (E/I) bias in the cerebral cortex. Repetitive transcranial magnetic stimulation (rTMS) offers a non-invasive means of modulating the E/I cortical bias with little in terms of side effects. In this study, 124 high functioning ASD children (IQ > 80, <18 years of age) were recruited and assigned using randomization to either a waitlist group or one of three different number of weekly rTMS sessions (i.e., 6, 12, and 18). TMS consisted of trains of 1.0 Hz frequency pulses applied over the dorsolateral prefrontal cortex (DLPFC). The experimental task was a visual oddball with illusory Kanizsa figures. Behavioral response variables included reaction time and error rate along with such neurophysiological indices such as stimulus and response-locked event-related potentials (ERP). One hundred and twelve patients completed the assigned number of TMS sessions. Results showed significant changes from baseline to posttest period in the following measures: motor responses accuracy [lower percentage of committed errors, slower latency of commission errors and restored normative post-error reaction time slowing in both early and later-stage ERP indices, enhanced magnitude of error-related negativity (ERN), improved error monitoring and post-error correction functions]. In addition, screening surveys showed significant reductions in aberrant behavior ratings and in both repetitive and stereotypic behaviors. These differences increased with the total number of treatment sessions. Our results suggest that rTMS, particularly after 18 sessions, facilitates cognitive control, attention and target stimuli recognition by improving discrimination between task-relevant and task-irrelevant illusory figures in an oddball test. The noted improvement in executive functions of behavioral performance monitoring further suggests that TMS has the potential to target core features of ASD.
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Affiliation(s)
- Estate M. Sokhadze
- Department of Biomedical Sciences, School of Medicine Greenville, University of South Carolina, Greenville, SC, United States
- Department of Psychiatry and Behavioral Sciences, University of Louisville, Louisville, KY, United States
| | - Eva V. Lamina
- Department of Biomedical Sciences, School of Medicine Greenville, University of South Carolina, Greenville, SC, United States
| | - Emily L. Casanova
- Department of Biomedical Sciences, School of Medicine Greenville, University of South Carolina, Greenville, SC, United States
| | - Desmond P. Kelly
- Department of Biomedical Sciences, School of Medicine Greenville, University of South Carolina, Greenville, SC, United States
- Department of Pediatrics, Greenville Health System, Greenville, SC, United States
| | - Ioan Opris
- Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Allan Tasman
- Department of Psychiatry and Behavioral Sciences, University of Louisville, Louisville, KY, United States
| | - Manuel F. Casanova
- Department of Biomedical Sciences, School of Medicine Greenville, University of South Carolina, Greenville, SC, United States
- Department of Psychiatry and Behavioral Sciences, University of Louisville, Louisville, KY, United States
- Department of Pediatrics, Greenville Health System, Greenville, SC, United States
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25
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Aggernæs B. Autism: a transdiagnostic, dimensional, construct of reasoning? Eur J Neurosci 2018; 47:515-533. [PMID: 28452080 PMCID: PMC6084350 DOI: 10.1111/ejn.13599] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 04/17/2017] [Accepted: 04/19/2017] [Indexed: 12/11/2022]
Abstract
The concept of autism has changed across time, from the Bleulerian concept, which defined it as one of several symptoms of dementia praecox, to the present-day concept representing a pervasive development disorder. The present theoretical contribution to this special issue of EJN on autism introduces new theoretical ideas and discusses them in light of selected prior theories, clinical examples, and recent empirical evidence. The overall aim is to identify some present challenges of diagnostic practice and autism research and to suggest new pathways that may help direct future research. Future research must agree on the definitions of core concepts such as autism and psychosis. A possible redefinition of the concept of autism may be a condition in which the rationale of an individual's behaviour differs qualitatively from that of the social environment due to characteristic cognitive impairments affecting reasoning. A broad concept of psychosis could focus on deviances in the experience of reality resulting from impairments of reasoning. In this light and consistent with recent empirical evidence, it may be appropriate to redefine dementia praecox as a developmental disorder of reasoning. A future challenge of autism research may be to develop theoretical models that can account for the impact of complex processes acting at the social level in addition to complex neurobiological and psychological processes. Such models could profit from a distinction among processes related to (i) basic susceptibility, (ii) adaptive processes and (iii) decompensating factors involved in the development of manifest illness.
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Affiliation(s)
- Bodil Aggernæs
- Department of Child and Adolescent PsychiatryPsychiatry Region ZealandNy Østergade 12DK‐4000RoskildeDenmark
- Faculty of Medical and Health SciencesDepartment of Clinical MedicineUniversity of CopenhagenBlegdamsvej 3BDK‐2200 Copenhagen NDenmark
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26
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Rosa P, Koper N. Integrating multiple disciplines to understand effects of anthropogenic noise on animal communication. Ecosphere 2018. [DOI: 10.1002/ecs2.2127] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Affiliation(s)
- Patricia Rosa
- Natural Resources Institute; University of Manitoba; 70 Dysart Road Winnipeg Manitoba R3T 2M6 Canada
| | - Nicola Koper
- Natural Resources Institute; University of Manitoba; 70 Dysart Road Winnipeg Manitoba R3T 2M6 Canada
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27
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Sokhadze EM, Lamina EV, Casanova EL, Kelly DP, Opris I, Khachidze I, Casanova MF. Atypical Processing of Novel Distracters in a Visual Oddball Task in Autism Spectrum Disorder. Behav Sci (Basel) 2017; 7:bs7040079. [PMID: 29144422 PMCID: PMC5746688 DOI: 10.3390/bs7040079] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Revised: 11/10/2017] [Accepted: 11/14/2017] [Indexed: 12/17/2022] Open
Abstract
Several studies have shown that children with autism spectrum disorder (ASD) show abnormalities in P3b to targets in standard oddball tasks. The present study employed a three-stimulus visual oddball task with novel distracters that analyzed event-related potentials (ERP) to both target and non-target items at frontal and parietal sites. The task tested the hypothesis that children with autism are abnormally orienting attention to distracters probably due to impaired habituation to novelty. We predicted a lower selectivity in early ERPs to target, frequent non-target, and rare distracters. We also expected delayed late ERPs in autism. The study enrolled 32 ASD and 24 typically developing (TD) children. Reaction time (RT) and accuracy were analyzed as behavioral measures, while ERPs were recorded with a dense-array EEG system. Children with ASD showed higher error rate without normative post-error RT slowing and had lower error-related negativity. Parietal P1, frontal N1, as well as P3a and P3b components were higher to novels in ASD. Augmented exogenous ERPs suggest low selectivity in pre-processing of stimuli resulting in their excessive processing at later stages. The results suggest an impaired habituation to unattended stimuli that incurs a high load at the later stages of perceptual and cognitive processing and response selection when novel distracter stimuli are differentiated from targets.
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Affiliation(s)
- Estate M Sokhadze
- Department of Biomedical Sciences, University of South Carolina School of Medicine-Greenville, 200 Patewood Dr., Ste A200, Greenville, SC 29615, USA.
- Developmental Behavioral Unit, Department of Pediatrics, Children's Hospital, Greenville Health System, Greenville, SC 29615, USA.
| | - Eva V Lamina
- Department of Biomedical Sciences, University of South Carolina School of Medicine-Greenville, 200 Patewood Dr., Ste A200, Greenville, SC 29615, USA.
| | - Emily L Casanova
- Department of Biomedical Sciences, University of South Carolina School of Medicine-Greenville, 200 Patewood Dr., Ste A200, Greenville, SC 29615, USA.
- Developmental Behavioral Unit, Department of Pediatrics, Children's Hospital, Greenville Health System, Greenville, SC 29615, USA.
| | - Desmond P Kelly
- Department of Biomedical Sciences, University of South Carolina School of Medicine-Greenville, 200 Patewood Dr., Ste A200, Greenville, SC 29615, USA.
- Developmental Behavioral Unit, Department of Pediatrics, Children's Hospital, Greenville Health System, Greenville, SC 29615, USA.
| | - Ioan Opris
- School of Medicine, University of Miami, Miami, FL 33136, USA.
| | - Irma Khachidze
- Centre of Experimental Biomedicine, 14 Gotya str., Tbilisi 0160, Georgia.
| | - Manuel F Casanova
- Department of Biomedical Sciences, University of South Carolina School of Medicine-Greenville, 200 Patewood Dr., Ste A200, Greenville, SC 29615, USA.
- Developmental Behavioral Unit, Department of Pediatrics, Children's Hospital, Greenville Health System, Greenville, SC 29615, USA.
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Spaniol MM, Shalev L, Kossyvaki L, Mevorach C. Attention Training in Autism as a Potential Approach to Improving Academic Performance: A School-Based Pilot Study. J Autism Dev Disord 2017; 48:592-610. [DOI: 10.1007/s10803-017-3371-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Lalani SJ, Duffield TC, Trontel HG, Bigler ED, Abildskov TJ, Froehlich A, Prigge MBD, Travers BG, Anderson JS, Zielinski BA, Alexander A, Lange N, Lainhart JE. Auditory attention in autism spectrum disorder: An exploration of volumetric magnetic resonance imaging findings. J Clin Exp Neuropsychol 2017; 40:502-517. [PMID: 29072106 DOI: 10.1080/13803395.2017.1373746] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Studies have shown that individuals with autism spectrum disorder (ASD) tend to perform significantly below typically developing individuals on standardized measures of attention, even when controlling for IQ. The current study sought to examine within ASD whether anatomical correlates of attention performance differed between those with average to above-average IQ (AIQ group) and those with low-average to borderline ability (LIQ group) as well as in comparison to typically developing controls (TDC). Using automated volumetric analyses, we examined regional volume of classic attention areas including the superior frontal gyrus, anterior cingulate cortex, and precuneus in ASD AIQ (n = 38) and LIQ (n = 18) individuals along with 30 TDC. Auditory attention performance was assessed using subtests of the Test of Memory and Learning (TOMAL) compared among the groups and then correlated with regional brain volumes. Analyses revealed group differences in attention. The three groups did not differ significantly on any auditory attention-related brain volumes; however, trends toward significant size-attention function interactions were observed. Negative correlations were found between the volume of the precuneus and auditory attention performance for the AIQ ASD group, indicating larger volume related to poorer performance. Implications for general attention functioning and dysfunctional neural connectivity in ASD are discussed.
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Affiliation(s)
- Sanam J Lalani
- a Department of Psychology , Brigham Young University , Provo , UT , USA
| | - Tyler C Duffield
- a Department of Psychology , Brigham Young University , Provo , UT , USA
| | - Haley G Trontel
- a Department of Psychology , Brigham Young University , Provo , UT , USA
| | - Erin D Bigler
- a Department of Psychology , Brigham Young University , Provo , UT , USA.,b Neuroscience Center , Brigham Young University , Provo , UT , USA.,c Department of Psychology , University of Utah , Salt Lake City , UT , USA.,d Department of Pediatrics , University of Utah , Salt Lake City , UT , USA
| | - Tracy J Abildskov
- a Department of Psychology , Brigham Young University , Provo , UT , USA
| | - Alyson Froehlich
- c Department of Psychology , University of Utah , Salt Lake City , UT , USA
| | - Molly B D Prigge
- d Department of Pediatrics , University of Utah , Salt Lake City , UT , USA
| | - Brittany G Travers
- e Waisman Laboratory for Brain Imaging and Behavior , University of Wisconsin-Madison , Madison , WI , USA.,f Department of Kinesiology , University of Wisconsin-Madison , Madison , WI , USA
| | - Jeffrey S Anderson
- g Department of Radiology , University of Utah , Salt Lake City , UT , USA
| | - Brandon A Zielinski
- d Department of Pediatrics , University of Utah , Salt Lake City , UT , USA.,h Department of Neurology, School of Medicine , University of Utah , Salt Lake City , UT , USA
| | - Andrew Alexander
- e Waisman Laboratory for Brain Imaging and Behavior , University of Wisconsin-Madison , Madison , WI , USA.,i Department of Medical Physics , University of Wisconsin-Madison , Madison , WI , USA.,j Department of Psychiatry , University of Wisconsin-Madison , Madison , WI , USA
| | - Nicholas Lange
- k Department of Psychiatry , Harvard Medical School , Boston , MA , USA.,l Neurostatistics Laboratory , McLean Hospital , Belmont , MA , USA
| | - Janet E Lainhart
- e Waisman Laboratory for Brain Imaging and Behavior , University of Wisconsin-Madison , Madison , WI , USA.,j Department of Psychiatry , University of Wisconsin-Madison , Madison , WI , USA
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Ashwin C, Wheelwright S, Baron-Cohen S. Differences in change blindness to real-life scenes in adults with autism spectrum conditions. PLoS One 2017; 12:e0185120. [PMID: 29020056 PMCID: PMC5636097 DOI: 10.1371/journal.pone.0185120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Accepted: 09/06/2017] [Indexed: 11/19/2022] Open
Abstract
People often fail to detect large changes to visual scenes following a brief interruption, an effect known as ‘change blindness’. People with autism spectrum conditions (ASC) have superior attention to detail and better discrimination of targets, and often notice small details that are missed by others. Together these predict people with autism should show enhanced perception of changes in simple change detection paradigms, including reduced change blindness. However, change blindness studies to date have reported mixed results in ASC, which have sometimes included no differences to controls or even enhanced change blindness. Attenuated change blindness has only been reported to date in ASC in children and adolescents, with no study reporting reduced change blindness in adults with ASC. The present study used a change blindness flicker task to investigate the detection of changes in images of everyday life in adults with ASC (n = 22) and controls (n = 22) using a simple change detection task design and full range of original scenes as stimuli. Results showed the adults with ASC had reduced change blindness compared to adult controls for changes to items of marginal interest in scenes, with no group difference for changes to items of central interest. There were no group differences in overall response latencies to correctly detect changes nor in the overall number of missed detections in the experiment. However, the ASC group showed greater missed changes for marginal interest changes of location, showing some evidence of greater change blindness as well. These findings show both reduced change blindness to marginal interest changes in ASC, based on response latencies, as well as greater change blindness to changes of location of marginal interest items, based on detection rates. The findings of reduced change blindness are consistent with clinical reports that people with ASC often notice small changes to less salient items within their environment, and are in-line with theories of enhanced local processing and greater attention to detail in ASC. The findings of lower detection rates for one of the marginal interest conditions may be related to problems in shifting attention or an overly focused attention spotlight.
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Affiliation(s)
- Chris Ashwin
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Douglas House, Cambridge, United Kingdom
- Department of Psychology, University of Bath, Bath, United Kingdom
- * E-mail:
| | - Sally Wheelwright
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Douglas House, Cambridge, United Kingdom
- Department of Cancer Sciences, University of Southampton, Southampton, United Kingdom
| | - Simon Baron-Cohen
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Douglas House, Cambridge, United Kingdom
- Cambridgeshire and Peterborough NHS Foundation Trust, CLASS Clinic, Cambridge, United Kingdom
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Bryson S, Garon N, McMullen T, Brian J, Zwaigenbaum L, Armstrong V, Roberts W, Smith I, Szatmari P. Impaired disengagement of attention and its relationship to emotional distress in infants at high-risk for autism spectrum disorder. J Clin Exp Neuropsychol 2017; 40:487-501. [PMID: 28914144 DOI: 10.1080/13803395.2017.1372368] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
INTRODUCTION We provide data on visual orienting and emotional distress in infants at high and low risk for autism spectrum disorder (ASD). METHOD Participants included 83 high-risk (HR) infants with an older sibling with ASD and 53 low-risk (LR) control infants with no family history of ASD. Infants were assessed on the gap-overlap task and a parent-completed temperament questionnaire at 6 and 12 months of age. At 36 months of age, an independent, gold standard diagnostic assessment for ASD was conducted. RESULTS HR infants subsequently diagnosed with ASD were distinguished at 12 months by an asymmetric disengage impairment (for left- vs. right-sided stimuli) that was associated with an increase in latencies between 6 and 12 months. Across groups, prolonged left-directed disengage latencies at 12 months were associated with emotional distress (high irritability and difficult to soothe). CONCLUSIONS The asymmetry in our findings raises the question of whether the disengage problem in ASD is at base one of orienting or alerting attention. Our findings also raise the question of whether attention training might be a critical ingredient in the early treatment of ASD.
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Affiliation(s)
- Susan Bryson
- a Department of Pediatrics , Dalhousie University , Halifax , NS , Canada.,b Department of Psychology & Neuroscience , Dalhousie University , Halifax , NS , Canada.,c Autism Research Centre , IWK Health Centre , Halifax , NS , Canada
| | - Nancy Garon
- d Department of Psychology , Mount Allison University , Sackville , NB , Canada
| | - Tracey McMullen
- e Department of Psychology , York University , Toronto , ON , Canada
| | - Jessica Brian
- f Autism Research Centre , Bloorview Research Institute/University of Toronto , Toronto , ON , Canada
| | - Lonnie Zwaigenbaum
- g Department of Pediatrics , University of Alberta , Edmonton , AB , Canada.,h Autism Research , Glenrose Rehabilitation Hospital , Edmonton , AB , Canada
| | - Vickie Armstrong
- c Autism Research Centre , IWK Health Centre , Halifax , NS , Canada
| | | | - Isabel Smith
- a Department of Pediatrics , Dalhousie University , Halifax , NS , Canada.,b Department of Psychology & Neuroscience , Dalhousie University , Halifax , NS , Canada.,c Autism Research Centre , IWK Health Centre , Halifax , NS , Canada
| | - Peter Szatmari
- j Department of Psychiatry , University of Toronto , Toronto , ON , Canada.,k Hospital for Sick Children , Toronto , ON , Canada.,l Child and Youth Mental Health Collaborate , Centre for Addiction and Mental Health , Toronto , ON , Canada
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Obligatory Processing of Task-Irrelevant Stimuli: A Hallmark of Autistic Cognitive Style Within and Beyond the Diagnosis. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2017; 2:461-463. [PMID: 29348037 DOI: 10.1016/j.bpsc.2017.07.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 07/25/2017] [Indexed: 11/24/2022]
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Autism, Attention, and Alpha Oscillations: An Electrophysiological Study of Attentional Capture. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2017; 2:528-536. [PMID: 29170759 DOI: 10.1016/j.bpsc.2017.06.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background Autism spectrum disorder (ASD) is associated with deficits in adaptively orienting attention to behaviorally-relevant information. Neural oscillatory activity plays a key role in brain function and provides a high-resolution temporal marker of attention dynamics. Alpha band (8-12 Hz) activity is associated with both selecting task-relevant stimuli and filtering task-irrelevant information. Methods The present study used electroencephalography (EEG) to examine alpha-band oscillatory activity associated with attentional capture in nineteen children with ASD and twenty-one age- and IQ-matched typically developing (TD) children. Participants completed a rapid serial visual presentation paradigm designed to investigate responses to behaviorally-relevant targets and contingent attention capture by task-irrelevant distractors, which either did or did not share a behaviorally-relevant feature. Participants also completed six minutes of eyes-open resting EEG. Results In contrast to their TD peers, children with ASD did not evidence posterior alpha desynchronization to behaviorally-relevant targets. Additionally, reduced target-related desynchronization and poorer target detection were associated with increased ASD symptomatology. TD children also showed behavioral and electrophysiological evidence of contingent attention capture, whereas children with ASD showed no behavioral facilitation or alpha desynchronization to distractors that shared a task-relevant feature. Lastly, children with ASD had significantly decreased resting alpha power, and for all participants increased resting alpha levels were associated with greater task-related alpha desynchronization. Conclusions These results suggest that in ASD under-responsivity and impairments in orienting to salient events within their environment are reflected by atypical EEG oscillatory neurodynamics, which may signify atypical arousal levels and/or an excitatory/inhibitory imbalance.
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Abstract
While most typically developing (TD) participants have a coarse-to-fine processing style, people with autism spectrum disorder (ASD) seem to be less globally and more locally biased when processing visual information. The stimulus-specific spatial frequency content might be directly relevant to determine this temporal hierarchy of visual information processing in people with and without ASD. We implemented a semantic priming task in which (in)congruent coarse and/or fine spatial information preceded target categorization. Our results indicated that adolescents with ASD made more categorization errors than TD adolescents and needed more time to process the prime stimuli. Simultaneously, however, our findings argued for a processing advantage in ASD, when the prime stimulus contains detailed spatial information and presentation time permits explicit visual processing.
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Hashemi E, Ariza J, Rogers H, Noctor SC, Martínez-Cerdeño V. The Number of Parvalbumin-Expressing Interneurons Is Decreased in the Prefrontal Cortex in Autism. Cereb Cortex 2017; 27:1931-1943. [PMID: 26922658 PMCID: PMC6074948 DOI: 10.1093/cercor/bhw021] [Citation(s) in RCA: 160] [Impact Index Per Article: 22.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The cognitive phenotype of autism has been correlated with an altered balance of excitation to inhibition in the cerebral cortex, which could result from a change in the number, function, or morphology of GABA-expressing interneurons. The number of GABAergic interneuron subtypes has not been quantified in the autistic cerebral cortex. We classified interneurons into 3 subpopulations based on expression of the calcium-binding proteins parvalbumin, calbindin, or calretinin. We quantified the number of each interneuron subtype in postmortem neocortical tissue from 11 autistic cases and 10 control cases. Prefrontal Brodmann Areas (BA) BA46, BA47, and BA9 in autism and age-matched controls were analyzed by blinded researchers. We show that the number of parvalbumin+ interneurons in these 3 cortical areas-BA46, BA47, and BA9-is significantly reduced in autism compared with controls. The number of calbindin+ and calretinin+ interneurons did not differ in the cortical areas examined. Parvalbumin+ interneurons are fast-spiking cells that synchronize the activity of pyramidal cells through perisomatic and axo-axonic inhibition. The reduced number of parvalbumin+ interneurons could disrupt the balance of excitation/inhibition and alter gamma wave oscillations in the cerebral cortex of autistic subjects. These data will allow development of novel treatments specifically targeting parvalbumin interneurons.
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Affiliation(s)
- Ezzat Hashemi
- Department of Pathology and Laboratory Medicine
- Institute for Pediatric Regenerative Medicine and Shriners Hospitals for Children Northern California, Sacramento, CA, USA
| | - Jeanelle Ariza
- Department of Pathology and Laboratory Medicine
- Institute for Pediatric Regenerative Medicine and Shriners Hospitals for Children Northern California, Sacramento, CA, USA
| | - Haille Rogers
- Department of Pathology and Laboratory Medicine
- Institute for Pediatric Regenerative Medicine and Shriners Hospitals for Children Northern California, Sacramento, CA, USA
| | - Stephen C. Noctor
- Department of Psychiatry and Behavioral Sciences, UC Davis, Sacramento, CA, USA
- MIND Institute, UC Davis School of Medicine, Sacramento, CA, USA
| | - Verónica Martínez-Cerdeño
- Department of Pathology and Laboratory Medicine
- Institute for Pediatric Regenerative Medicine and Shriners Hospitals for Children Northern California, Sacramento, CA, USA
- MIND Institute, UC Davis School of Medicine, Sacramento, CA, USA
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Gibney KD, Aligbe E, Eggleston BA, Nunes SR, Kerkhoff WG, Dean CL, Kwakye LD. Visual Distractors Disrupt Audiovisual Integration Regardless of Stimulus Complexity. Front Integr Neurosci 2017; 11:1. [PMID: 28163675 PMCID: PMC5247431 DOI: 10.3389/fnint.2017.00001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Accepted: 01/04/2017] [Indexed: 11/30/2022] Open
Abstract
The intricate relationship between multisensory integration and attention has been extensively researched in the multisensory field; however, the necessity of attention for the binding of multisensory stimuli remains contested. In the current study, we investigated whether diverting attention from well-known multisensory tasks would disrupt integration and whether the complexity of the stimulus and task modulated this interaction. A secondary objective of this study was to investigate individual differences in the interaction of attention and multisensory integration. Participants completed a simple audiovisual speeded detection task and McGurk task under various perceptual load conditions: no load (multisensory task while visual distractors present), low load (multisensory task while detecting the presence of a yellow letter in the visual distractors), and high load (multisensory task while detecting the presence of a number in the visual distractors). Consistent with prior studies, we found that increased perceptual load led to decreased reports of the McGurk illusion, thus confirming the necessity of attention for the integration of speech stimuli. Although increased perceptual load led to longer response times for all stimuli in the speeded detection task, participants responded faster on multisensory trials than unisensory trials. However, the increase in multisensory response times violated the race model for no and low perceptual load conditions only. Additionally, a geometric measure of Miller’s inequality showed a decrease in multisensory integration for the speeded detection task with increasing perceptual load. Surprisingly, we found diverging changes in multisensory integration with increasing load for participants who did not show integration for the no load condition: no changes in integration for the McGurk task with increasing load but increases in integration for the detection task. The results of this study indicate that attention plays a crucial role in multisensory integration for both highly complex and simple multisensory tasks and that attention may interact differently with multisensory processing in individuals who do not strongly integrate multisensory information.
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Affiliation(s)
- Kyla D Gibney
- Department of Neuroscience, Oberlin College, Oberlin OH, USA
| | | | | | - Sarah R Nunes
- Department of Neuroscience, Oberlin College, Oberlin OH, USA
| | | | | | - Leslie D Kwakye
- Department of Neuroscience, Oberlin College, Oberlin OH, USA
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Mitra A, Snyder AZ, Constantino JN, Raichle ME. The Lag Structure of Intrinsic Activity is Focally Altered in High Functioning Adults with Autism. Cereb Cortex 2017; 27:1083-1093. [PMID: 26656726 PMCID: PMC6375249 DOI: 10.1093/cercor/bhv294] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
The behaviors that define autism spectrum disorders (ASDs) have been hypothesized to result from disordered communication within brain networks. Several groups have investigated this question using resting-state functional magnetic resonance imaging (RS-fMRI). However, the published findings to date have been inconsistent across laboratories. Prior RS-fMRI studies of ASD have employed conventional analysis techniques based on the assumption that intrinsic brain activity is exactly synchronous over widely separated parts of the brain. By relaxing the assumption of synchronicity and focusing, instead, on lags between time series, we have recently demonstrated highly reproducible patterns of temporally lagged activity in normal human adults. We refer to this analysis technique as resting-state lag analysis (RS-LA). Here, we report RS-LA as well as conventional analyses of RS-fMRI in adults with ASD and demographically matched controls. RS-LA analyses demonstrated significant group differences in rs-fMRI lag structure in frontopolar cortex, occipital cortex, and putamen. Moreover, the degree of abnormality in individuals was highly correlated with behavioral measures relevant to the diagnosis of ASD. In this sample, no significant group differences were observed using conventional RS-fMRI analysis techniques. Our results suggest that altered propagation of intrinsic activity may contribute to abnormal brain function in ASD.
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Brief Report: Early VEPs to Pattern-Reversal in Adolescents and Adults with Autism. J Autism Dev Disord 2016; 46:3377-86. [DOI: 10.1007/s10803-016-2880-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Heffler KF, Oestreicher LM. Causation model of autism: Audiovisual brain specialization in infancy competes with social brain networks. Med Hypotheses 2016; 91:114-122. [DOI: 10.1016/j.mehy.2015.06.019] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 06/10/2015] [Accepted: 06/19/2015] [Indexed: 12/21/2022]
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Pierce K, Marinero S, Hazin R, McKenna B, Barnes CC, Malige A. Eye Tracking Reveals Abnormal Visual Preference for Geometric Images as an Early Biomarker of an Autism Spectrum Disorder Subtype Associated With Increased Symptom Severity. Biol Psychiatry 2016; 79:657-66. [PMID: 25981170 PMCID: PMC4600640 DOI: 10.1016/j.biopsych.2015.03.032] [Citation(s) in RCA: 195] [Impact Index Per Article: 24.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Revised: 03/13/2015] [Accepted: 03/14/2015] [Indexed: 01/16/2023]
Abstract
BACKGROUND Clinically and biologically, autism spectrum disorder (ASD) is heterogeneous. Unusual patterns of visual preference as indexed by eye tracking are hallmarks; however, whether they can be used to define an early biomarker of ASD as a whole or leveraged to define a subtype is unclear. To begin to examine this issue, large cohorts are required. METHODS A sample of 334 toddlers from six distinct groups (115 toddlers with ASD, 20 toddlers with ASD features, 57 toddlers with developmental delay, 53 toddlers with other conditions [e.g., premature birth, prenatal drug exposure], 64 toddlers with typical development, and 25 unaffected toddlers with siblings with ASD) was studied. Toddlers watched a movie containing geometric and social images. Fixation duration and number of saccades within each area of interest and validation statistics for this independent sample were computed. Next, to maximize power, data from our previous study (n = 110) were added for a total of 444 subjects. A subset of toddlers repeated the eye-tracking procedure. RESULTS As in the original study, a subset of toddlers with ASD fixated on geometric images >69% of the time. Using this cutoff, sensitivity for ASD was 21%, specificity was 98%, and positive predictive value was 86%. Toddlers with ASD who strongly preferred geometric images had 1) worse cognitive, language, and social skills relative to toddlers with ASD who strongly preferred social images and 2) fewer saccades when viewing geometric images. Unaffected siblings of ASD probands did not show evidence of heightened preference for geometric images. Test-retest reliability was good. Examination of age effects suggested that this test may not be appropriate with children >4 years old. CONCLUSIONS Enhanced visual preference for geometric repetition may be an early developmental biomarker of an ASD subtype with more severe symptoms.
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Affiliation(s)
- Karen Pierce
- Department of Neurosciences, University of California, San Diego, La Jolla, California..
| | - Steven Marinero
- Department of Neurosciences, University of California, San Diego, La Jolla, California
| | - Roxana Hazin
- Department of Neurosciences, University of California, San Diego, La Jolla, California
| | - Benjamin McKenna
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Cynthia Carter Barnes
- Department of Neurosciences, University of California, San Diego, La Jolla, California
| | - Ajith Malige
- Department of Neurosciences, University of California, San Diego, La Jolla, California
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Sato JR, Balardin J, Vidal MC, Fujita A. Identification of segregated regions in the functional brain connectome of autistic patients by a combination of fuzzy spectral clustering and entropy analysis. J Psychiatry Neurosci 2016; 41:124-32. [PMID: 26505141 PMCID: PMC4764481 DOI: 10.1503/jpn.140364] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Several neuroimaging studies support the model of abnormal development of brain connectivity in patients with autism-spectrum disorders (ASD). In this study, we aimed to test the hypothesis of reduced functional network segregation in autistic patients compared with controls. METHODS Functional MRI data from children acquired under a resting-state protocol (Autism Brain Imaging Data Exchange [ABIDE]) were submitted to both fuzzy spectral clustering (FSC) with entropy analysis and graph modularity analysis. RESULTS We included data from 814 children in our analysis. We identified 5 regions of interest comprising the motor, temporal and occipitotemporal cortices with increased entropy (p < 0.05) in the clustering structure (i.e., more segregation in the controls). Moreover, we noticed a statistically reduced modularity (p < 0.001) in the autistic patients compared with the controls. Significantly reduced eigenvector centrality values (p < 0.05) in the patients were observed in the same regions that were identified in the FSC analysis. LIMITATIONS There is considerable heterogeneity in the fMRI acquisition protocols among the sites that contributed to the ABIDE data set (e.g., scanner type, pulse sequence, duration of scan and resting-state protocol). Moreover, the sites differed in many variables related to sample characterization (e.g., age, IQ and ASD diagnostic criteria). Therefore, we cannot rule out the possibility that additional differences in functional network organization would be found in a more homogeneous data sample of individuals with ASD. CONCLUSION Our results suggest that the organization of the whole-brain functional network in patients with ASD is different from that observed in controls, which implies a reduced modularity of the brain functional networks involved in sensorimotor, social, affective and cognitive processing.
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Affiliation(s)
| | | | | | - André Fujita
- Correspondence to: A. Fujita, Rua do Matão, 1010 – Cidade Universitária, São Paulo – SP, 05508-090, Brazil;
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Wang Y, Sokhadze EM, El-Baz AS, Li X, Sears L, Casanova MF, Tasman A. Relative Power of Specific EEG Bands and Their Ratios during Neurofeedback Training in Children with Autism Spectrum Disorder. Front Hum Neurosci 2016; 9:723. [PMID: 26834615 PMCID: PMC4712412 DOI: 10.3389/fnhum.2015.00723] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 12/24/2015] [Indexed: 11/13/2022] Open
Abstract
Neurofeedback is a mode of treatment that is potentially useful for improving self-regulation skills in persons with autism spectrum disorder. We proposed that operant conditioning of EEG in neurofeedback mode can be accompanied by changes in the relative power of EEG bands. However, the details on the change of the relative power of EEG bands during neurofeedback training course in autism are not yet well explored. In this study, we analyzed the EEG recordings of children diagnosed with autism and enrolled in a prefrontal neurofeedback treatment course. The protocol used in this training was aimed at increasing the ability to focus attention, and the procedure represented the wide band EEG amplitude suppression training along with upregulation of the relative power of gamma activity. Quantitative EEG analysis was completed for each session of neurofeedback using wavelet transform to determine the relative power of gamma and theta/beta ratio, and further to detect the statistical changes within and between sessions. We found a linear decrease of theta/beta ratio and a liner increase of relative power of gamma activity over 18 weekly sessions of neurofeedback in 18 high functioning children with autism. The study indicates that neurofeedback is an effective method for altering EEG characteristics associated with the autism spectrum disorder. Also, it provides information about specific changes of EEG activities and details the correlation between changes of EEG and neurofeedback indexes during the course of neurofeedback. This pilot study contributes to the development of more effective approaches to EEG data analysis during prefrontal neurofeedback training in autism.
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Affiliation(s)
- Yao Wang
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal UniversityBeijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal UniversityBeijing, China
| | - Estate M. Sokhadze
- Department of Bioengineering, J.B Speed School of Engineering, University of LouisvilleLouisville, KY, USA
- Greenville Health System, Departments of Pediatrics and Biomedical Sciences, University of South Carolina School of Medicine GreenvilleGreenville, SC, USA
- Department of Psychiatry and Behavioral Sciences, University of Louisville School of MedicineLouisville, KY, USA
| | - Ayman S. El-Baz
- Department of Bioengineering, J.B Speed School of Engineering, University of LouisvilleLouisville, KY, USA
| | - Xiaoli Li
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal UniversityBeijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal UniversityBeijing, China
| | - Lonnie Sears
- Department of Pediatrics, University of Louisville School of MedicineLouisville, KY, USA
| | - Manuel F. Casanova
- Greenville Health System, Departments of Pediatrics and Biomedical Sciences, University of South Carolina School of Medicine GreenvilleGreenville, SC, USA
- Department of Psychiatry and Behavioral Sciences, University of Louisville School of MedicineLouisville, KY, USA
| | - Allan Tasman
- Department of Psychiatry and Behavioral Sciences, University of Louisville School of MedicineLouisville, KY, USA
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Alhowikan AM. Activity-Regulated Cytoskeleton-Associated Protein Dysfunction May Contribute to Memory Disorder and Earlier Detection of Autism Spectrum Disorders. Med Princ Pract 2016; 25:350-4. [PMID: 26967659 PMCID: PMC5588424 DOI: 10.1159/000445351] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2015] [Accepted: 03/10/2016] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE To explore a possible role for activity-regulated cytoskeleton-associated (Arc/Arg3.1) protein in the clinical identification of children with autism. SUBJECTS AND METHODS The plasma levels of Arc/Arg3.1 in 62 boys with autism and 32 healthy boys were measured using an enzyme-linked immunosorbent assay (ELISA). The Childhood Autism Rating Scale (CARS) was used to assess the severity of autism as defined in the Diagnostic and Statistical Manual of Mental Disorders, 4th Edition (DSM-IV). The Mann-Whitney U test was used for comparisons between children with autism and healthy children. The Spearman r correlation coefficient (r) was used to determine the relationship between the CARS scores among patients with autism and different variables. RESULTS The mean plasma level of Arc/Arg3.1 protein in autism was 1.689 ± 0.917 pg/ml, significantly higher than that of healthy controls, i.e. 0.792 ± 1.056 pg/ml (p < 0.001). No significant relationship was found between plasma levels of Arc/Arg3.1 protein and CARS scores (r = -0.06; p > 0.05) or age (r = -0.27; p > 0.05). CONCLUSIONS The mean plasma level of Arc/Arg3.1 protein was higher in children with autism than in controls, suggesting that Arc/Arg3.1 could be a potential early blood biomarker for diagnosis of autism.
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Affiliation(s)
- Abdulrahman Mohammed Alhowikan
- *Dr. Abdulrahman Mohammed Alhowikan, KSU-Autism Research and Treatment Center, Department of Physiology, Faculty of Medicine, King Saud University, PO Box 2925, Riyadh 11461 (Saudi Arabia), E-Mail
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Keehn B, Nair A, Lincoln AJ, Townsend J, Müller RA. Under-reactive but easily distracted: An fMRI investigation of attentional capture in autism spectrum disorder. Dev Cogn Neurosci 2015; 17:46-56. [PMID: 26708773 PMCID: PMC4728050 DOI: 10.1016/j.dcn.2015.12.002] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 12/02/2015] [Accepted: 12/02/2015] [Indexed: 01/11/2023] Open
Abstract
Children and adolescents with ASD were hypo-responsive to behaviorally-relevant stimuli. Evidence of contingent attentional capture was inconsistent in ASD. Impaired non-social attentional processes were related to sociocommunicative deficits in ASD.
For individuals with autism spectrum disorder (ASD), salient behaviorally-relevant information often fails to capture attention, while subtle behaviorally-irrelevant details commonly induce a state of distraction. The present study used functional magnetic resonance imaging (fMRI) to investigate the neurocognitive networks underlying attentional capture in sixteen high-functioning children and adolescents with ASD and twenty-one typically developing (TD) individuals. Participants completed a rapid serial visual presentation paradigm designed to investigate activation of attentional networks to behaviorally-relevant targets and contingent attention capture by task-irrelevant distractors. In individuals with ASD, target stimuli failed to trigger bottom-up activation of the ventral attentional network and the cerebellum. Additionally, the ASD group showed no differences in behavior or occipital activation associated with contingent attentional capture. Rather, results suggest that to-be-ignored distractors that shared either task-relevant or irrelevant features captured attention in ASD. Results indicate that individuals with ASD may be under-reactive to behaviorally-relevant stimuli, unable to filter irrelevant information, and that both top-down and bottom-up attention networks function atypically in ASD. Lastly, deficits in target-related processing were associated with autism symptomatology, providing further support for the hypothesis that non-social attentional processes and their neurofunctional underpinnings may play a significant role in the development of sociocommunicative impairments in ASD.
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Affiliation(s)
- Brandon Keehn
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, USA; Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA; Brain Development Imaging Laboratory, Department of Psychology, San Diego State University, San Diego, CA, USA; Research on Autism and Development Lab, Department of Neurosciences, University of California, San Diego, San Diego, CA, USA.
| | - Aarti Nair
- Brain Development Imaging Laboratory, Department of Psychology, San Diego State University, San Diego, CA, USA
| | | | - Jeanne Townsend
- Research on Autism and Development Lab, Department of Neurosciences, University of California, San Diego, San Diego, CA, USA
| | - Ralph-Axel Müller
- Brain Development Imaging Laboratory, Department of Psychology, San Diego State University, San Diego, CA, USA
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Herrington JD, Riley ME, Grupe DW, Schultz RT. Successful face recognition is associated with increased prefrontal cortex activation in autism spectrum disorder. J Autism Dev Disord 2015; 45:902-10. [PMID: 25234479 DOI: 10.1007/s10803-014-2233-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
This study examines whether deficits in visual information processing in autism-spectrum disorder (ASD) can be offset by the recruitment of brain structures involved in selective attention. During functional MRI, 12 children with ASD and 19 control participants completed a selective attention one-back task in which images of faces and houses were superimposed. When attending to faces, the ASD group showed increased activation relative to control participants within multiple prefrontal cortex areas, including dorsolateral prefrontal cortex (DLPFC). DLPFC activation in ASD was associated with increased response times for faces. These data suggest that prefrontal cortex activation may represent a compensatory mechanism for diminished visual information processing abilities in ASD.
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Affiliation(s)
- John D Herrington
- Children's Hospital of Philadelphia, 3535 Market Street, Suite 860, Philadelphia, PA, 19104, USA,
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Cerliani L, Mennes M, Thomas RM, Di Martino A, Thioux M, Keysers C. Increased Functional Connectivity Between Subcortical and Cortical Resting-State Networks in Autism Spectrum Disorder. JAMA Psychiatry 2015; 72:767-77. [PMID: 26061743 PMCID: PMC5008437 DOI: 10.1001/jamapsychiatry.2015.0101] [Citation(s) in RCA: 219] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
IMPORTANCE Individuals with autism spectrum disorder (ASD) exhibit severe difficulties in social interaction, motor coordination, behavioral flexibility, and atypical sensory processing, with considerable interindividual variability. This heterogeneous set of symptoms recently led to investigating the presence of abnormalities in the interaction across large-scale brain networks. To date, studies have focused either on constrained sets of brain regions or whole-brain analysis, rather than focusing on the interaction between brain networks. OBJECTIVES To compare the intrinsic functional connectivity between brain networks in a large sample of individuals with ASD and typically developing control subjects and to estimate to what extent group differences would predict autistic traits and reflect different developmental trajectories. DESIGN, SETTING, AND PARTICIPANTS We studied 166 male individuals (mean age, 17.6 years; age range, 7-50 years) diagnosed as having DSM-IV-TR autism or Asperger syndrome and 193 typical developing male individuals (mean age, 16.9 years; age range, 6.5-39.4 years) using resting-state functional magnetic resonance imaging (MRI). Participants were matched for age, IQ, head motion, and eye status (open or closed) in the MRI scanner. We analyzed data from the Autism Brain Imaging Data Exchange (ABIDE), an aggregated MRI data set from 17 centers, made public in August 2012. MAIN OUTCOMES AND MEASURES We estimated correlations between time courses of brain networks extracted using a data-driven method (independent component analysis). Subsequently, we associated estimates of interaction strength between networks with age and autistic traits indexed by the Social Responsiveness Scale. RESULTS Relative to typically developing control participants, individuals with ASD showed increased functional connectivity between primary sensory networks and subcortical networks (thalamus and basal ganglia) (all t ≥ 3.13, P < .001 corrected). The strength of such connections was associated with the severity of autistic traits in the ASD group (all r ≥ 0.21, P < .0067 corrected). In addition, subcortico-cortical interaction decreased with age in the entire sample (all r ≤ -0.09, P < .012 corrected), although this association was significant only in typically developing participants (all r ≤ -0.13, P < .009 corrected). CONCLUSIONS AND RELEVANCE Our results showing ASD-related impairment in the interaction between primary sensory cortices and subcortical regions suggest that the sensory processes they subserve abnormally influence brain information processing in individuals with ASD. This might contribute to the occurrence of hyposensitivity or hypersensitivity and of difficulties in top-down regulation of behavior.
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Affiliation(s)
- Leonardo Cerliani
- Department of Neuroscience, University of Groningen, The University Medical Center, Groningen, the Netherlands,Social Brain Laboratory, Netherlands Institute for Neuroscience, Amsterdam, the Netherlands
| | - Maarten Mennes
- Radboud University, Donders Institute for Brain, Cognition, and Behaviour, Nijmegen, the Netherlands
| | - Rajat M. Thomas
- Social Brain Laboratory, Netherlands Institute for Neuroscience, Amsterdam, the Netherlands
| | - Adriana Di Martino
- Autism Spectrum Disorder Research and Clinical Program and Phyllis Green and Randolph Cowen Institute for Pediatric Neuroscience at The Child Study Center, New York University Langone Medical Center, New York
| | - Marc Thioux
- Department of Neuroscience, University of Groningen, The University Medical Center, Groningen, the Netherlands,Social Brain Laboratory, Netherlands Institute for Neuroscience, Amsterdam, the Netherlands
| | - Christian Keysers
- Department of Neuroscience, University of Groningen, The University Medical Center, Groningen, the Netherlands,Social Brain Laboratory, Netherlands Institute for Neuroscience, Amsterdam, the Netherlands
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Degnan AJ, Wisnowski JL, Choi S, Ceschin R, Bhushan C, Leahy RM, Corby P, Schmithorst VJ, Panigrahy A. Altered Structural and Functional Connectivity in Late Preterm Preadolescence: An Anatomic Seed-Based Study of Resting State Networks Related to the Posteromedial and Lateral Parietal Cortex. PLoS One 2015; 10:e0130686. [PMID: 26098888 PMCID: PMC4476681 DOI: 10.1371/journal.pone.0130686] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 05/22/2015] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Late preterm birth confers increased risk of developmental delay, academic difficulties and social deficits. The late third trimester may represent a critical period of development of neural networks including the default mode network (DMN), which is essential to normal cognition. Our objective is to identify functional and structural connectivity differences in the posteromedial cortex related to late preterm birth. METHODS Thirty-eight preadolescents (ages 9-13; 19 born in the late preterm period (≥32 weeks gestational age) and 19 at term) without access to advanced neonatal care were recruited from a low socioeconomic status community in Brazil. Participants underwent neurocognitive testing, 3-dimensional T1-weighted imaging, diffusion-weighted imaging and resting state functional MRI (RS-fMRI). Seed-based probabilistic diffusion tractography and RS-fMRI analyses were performed using unilateral seeds within the posterior DMN (posterior cingulate cortex, precuneus) and lateral parietal DMN (superior marginal and angular gyri). RESULTS Late preterm children demonstrated increased functional connectivity within the posterior default mode networks and increased anti-correlation with the central-executive network when seeded from the posteromedial cortex (PMC). Key differences were demonstrated between PMC components with increased anti-correlation with the salience network seen only with posterior cingulate cortex seeding but not with precuneus seeding. Probabilistic tractography showed increased streamlines within the right inferior longitudinal fasciculus and inferior fronto-occipital fasciculus within late preterm children while decreased intrahemispheric streamlines were also observed. No significant differences in neurocognitive testing were demonstrated between groups. CONCLUSION Late preterm preadolescence is associated with altered functional connectivity from the PMC and lateral parietal cortex to known distributed functional cortical networks despite no significant executive neurocognitive differences. Selective increased structural connectivity was observed in the setting of decreased posterior interhemispheric connections. Future work is needed to determine if these findings represent a compensatory adaptation employing alternate neural circuitry or could reflect subtle pathology resulting in emotional processing deficits not seen with neurocognitive testing.
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Affiliation(s)
- Andrew J. Degnan
- Department of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, 4401 Penn Avenue, Floor 2, Pittsburgh, PA, 15224, United States of America
- Department of Radiology, University of Pittsburgh Medical Center (UPMC), 3950 Presby South Tower, 200 Lothrop Street, Pittsburgh, PA 15213, United States of America
| | - Jessica L. Wisnowski
- Department of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, 4401 Penn Avenue, Floor 2, Pittsburgh, PA, 15224, United States of America
- Brain and Creativity Institute, University of Southern California, 3620A McClintock Avenue, Los Angeles, CA 90089, United States of America
- Department of Radiology, Children’s Hospital Los Angeles, Los Angeles, CA 90027, United States of America
| | - SoYoung Choi
- Brain and Creativity Institute, University of Southern California, 3620A McClintock Avenue, Los Angeles, CA 90089, United States of America
| | - Rafael Ceschin
- Department of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, 4401 Penn Avenue, Floor 2, Pittsburgh, PA, 15224, United States of America
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Chitresh Bhushan
- Signal and Image Processing Institute, University of Southern California, Los Angeles, CA 90089, United States of America
| | - Richard M. Leahy
- Signal and Image Processing Institute, University of Southern California, Los Angeles, CA 90089, United States of America
| | - Patricia Corby
- Twins Institute for Genetics Research, Montes Claros, Minas Gerais 39400–115, Brazil
- New York University Bluestone Center for Clinical Research, 421 1st Ave, New York, NY 10010, United States of America
| | - Vincent J. Schmithorst
- Department of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, 4401 Penn Avenue, Floor 2, Pittsburgh, PA, 15224, United States of America
| | - Ashok Panigrahy
- Department of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, 4401 Penn Avenue, Floor 2, Pittsburgh, PA, 15224, United States of America
- Brain and Creativity Institute, University of Southern California, 3620A McClintock Avenue, Los Angeles, CA 90089, United States of America
- Department of Radiology, Children’s Hospital Los Angeles, Los Angeles, CA 90027, United States of America
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States of America
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Hutsler JJ, Casanova MF. Review: Cortical construction in autism spectrum disorder: columns, connectivity and the subplate. Neuropathol Appl Neurobiol 2015; 42:115-34. [PMID: 25630827 DOI: 10.1111/nan.12227] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 01/16/2015] [Indexed: 01/28/2023]
Abstract
The cerebral cortex undergoes protracted maturation during human development and exemplifies how biology and environment are inextricably intertwined in the construction of complex neural circuits. Autism spectrum disorders are characterized by a number of pathological changes arising from this developmental process. These include: (i) alterations to columnar structure that have significant implications for the organization of cortical circuits and connectivity; (ii) alterations to synaptic spines on individual cortical units that may underlie specific types of connectional changes; and (iii) alterations within the cortical subplate, a region that plays a role in proper cortical development and in regulating interregional communication in the mature brain. Although the cerebral cortex is not the only structure affected in the disorder, it is a fundamental contributor to the behaviours that characterize autism. These alterations to cortical circuitry likely underlie the behavioural phenotype in autism and contribute to the unique pattern of deficits and strengths that characterize cognitive functioning. Recent findings within the cortical subplate may indicate that alterations to cortical construction begin prenatally, before activity-dependent connections are established, and are in need of further study. A better understanding of cortical development in autism spectrum disorders will draw bridges between the microanatomical computational circuitry and the atypical behaviours that arise when that circuitry is modified. In addition, it will allow us to better exploit the constructional plasticity within the brain to design more targeted interventions that better manage atypical cortical construction and that can be applied very early in postnatal life.
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Affiliation(s)
- Jeffrey J Hutsler
- Department of Psychology, Program in Neuroscience, University of Nevada, Reno, USA
| | - Manuel F Casanova
- Department of Psychiatry and Behavioral Science, University of Louisville School of Medicine, Louisville, USA
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Hellendoorn A, Wijnroks L, Leseman PPM. Unraveling the nature of autism: finding order amid change. Front Psychol 2015; 6:359. [PMID: 25870581 PMCID: PMC4378365 DOI: 10.3389/fpsyg.2015.00359] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 03/14/2015] [Indexed: 01/11/2023] Open
Abstract
In this article, we hypothesize that individuals with autism spectrum disorder (ASD) are born with a deficit in invariance detection, which is a learning process whereby people and animals come to attend the relatively stable patterns or structural regularities in the changing stimulus array. This paper synthesizes a substantial body of research which suggests that a deficit in the domain-general perceptual learning process of invariant detection in ASD can lead to a cascade of consequences in different developmental domains. We will outline how this deficit in invariant detection can cause uncertainty, unpredictability, and a lack of control for individuals with ASD and how varying degrees of impairments in this learning process can account for the heterogeneity of the ASD phenotype. We also describe how differences in neural plasticity in ASD underlie the impairments in perceptual learning. The present account offers an alternative to prior theories and contributes to the challenge of understanding the developmental trajectories that result in the variety of autistic behaviors.
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Affiliation(s)
- Annika Hellendoorn
- Department of Special Education, Centre for Cognitive and Motor Disabilities, Utrecht University, Utrecht, Netherlands
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50
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Jellen LC, Aliper A, Buzdin A, Zhavoronkov A. Screening and personalizing nootropic drugs and cognitive modulator regimens in silico. Front Syst Neurosci 2015; 9:4. [PMID: 25705179 PMCID: PMC4319391 DOI: 10.3389/fnsys.2015.00004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Accepted: 01/10/2015] [Indexed: 12/16/2022] Open
Abstract
The go-to cognitive enhancers of today are those that are widely available rather than optimal for the user, including drugs typically prescribed for treatment of ADHD (e.g., methylphenidate) and sleep disturbances such as narcolepsy (modafinil). While highly effective in their intended therapeutic role, performance gains in healthy populations are modest at best and profoundly inconsistent across subgroups and individuals. We propose a method for in silico screening of possible novel cognitive enhancers followed by high-throughput in vivo and in vitro validation. The proposed method uses gene expression data to evaluate the the collection of activated or suppressed signaling pathways in tissues or neurons of the cognitively enhanced brain. An algorithm maps expression data onto signaling pathways and quantifies their individual activation strength. The collective pathways and their activation form what we term the signaling pathway cloud, a biological fingerprint of cognitive enhancement (or any other condition of interest). Drugs can then be screened and ranked based on their ability to minimize, mimic, or exaggerate pathway activation or suppression within that cloud. Using this approach, one may predict the efficacy of many drugs that may enhance various aspects of cognition before costly preclinical studies and clinical trials are undertaken.
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Affiliation(s)
- Leslie C Jellen
- Department of Genetics, Genomics, and Informatics, University of Tennessee Health Science Center Memphis, TN, USA
| | - Alexander Aliper
- Aging Research, Insilico Medicine, Emerging Technology Center, Johns Hopkins University Eastern Baltimore, MD, USA
| | - Anton Buzdin
- Personalized Medicine, Pathway Pharmaceuticals Ltd Wan Chai, Hong Kong
| | - Alex Zhavoronkov
- Aging Research, Insilico Medicine, Emerging Technology Center, Johns Hopkins University Eastern Baltimore, MD, USA ; Research, Biogerontology Research Foundation Truro, UK
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