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      An investigation of the ‘female camouflage effect’ in autism using a computerized ADOS-2 and a test of sex/gender differences

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          Abstract

          Background

          Autism spectrum conditions (autism) are diagnosed more frequently in boys than in girls. Females with autism may have been under-identified due to not only a male-biased understanding of autism but also females’ camouflaging. The study describes a new technique that allows automated coding of non-verbal mode of communication (gestures) and offers the possibility of objective, evaluation of gestures, independent of human judgment. The EyesWeb software platform and the Kinect sensor during two demonstration activities of ADOS-2 (Autism Diagnostic Observation Schedule, Second Edition) were used.

          Methods

          The study group consisted of 33 high-functioning Polish girls and boys with formal diagnosis of autism or Asperger syndrome aged 5–10, with fluent speech, IQ average and above and their parents (girls with autism, n = 16; boys with autism, n = 17). All children were assessed during two demonstration activities of Module 3 of ADOS-2, administered in Polish, and coded using Polish codes. Children were also assessed with Polish versions of the Eyes and Faces Tests. Parents provided information on the author-reviewed Polish research translation of SCQ (Social Communication Questionnaire, Current and Lifetime) and Polish version of AQ Child (Autism Spectrum Quotient, Child).

          Results

          Girls with autism tended to use gestures more vividly as compared to boys with autism during two demonstration activities of ADOS-2. Girls with autism made significantly more mistakes than boys with autism on the Faces Test. All children with autism had high scores in AQ Child, which confirmed the presence of autistic traits in this group. The current communication skills of boys with autism reported by parents in SCQ were significantly better than those of girls with autism. However, both girls with autism and boys with autism improved in the social and communication abilities over the lifetime. The number of stereotypic behaviours in boys significantly decreased over life whereas it remained at a comparable level in girls with autism.

          Conclusions

          High-functioning females with autism might present better on non-verbal (gestures) mode of communication than boys with autism. It may camouflage other diagnostic features. It poses risk of under-diagnosis or not receiving the appropriate diagnosis for this population. Further research is required to examine this phenomenon so appropriate gender revisions to the diagnostic assessments might be implemented.

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          Most cited references47

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          Diagnostic and Statistical Manual of Mental Disorders

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            Diagnostic and statistical manual of mental disorders.

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              Sex/Gender Differences and Autism: Setting the Scene for Future Research

              Objective The relationship between sex/gender differences and autism has attracted a variety of research ranging from clinical and neurobiological to etiological, stimulated by the male bias in autism prevalence. Findings are complex and do not always relate to each other in a straightforward manner. Distinct but interlinked questions on the relationship between sex/gender differences and autism remain underaddressed. To better understand the implications from existing research and to help design future studies, we propose a 4-level conceptual framework to clarify the embedded themes. Method We searched PubMed for publications before September 2014 using search terms “‘sex OR gender OR females’ AND autism.” A total of 1,906 articles were screened for relevance, along with publications identified via additional literature reviews, resulting in 329 articles that were reviewed. Results Level 1, “Nosological and diagnostic challenges,” concerns the question, “How should autism be defined and diagnosed in males and females?” Level 2, “Sex/gender-independent and sex/gender-dependent characteristics,” addresses the question, “What are the similarities and differences between males and females with autism?” Level 3, “General models of etiology: liability and threshold,” asks the question, “How is the liability for developing autism linked to sex/gender?” Level 4, “Specific etiological–developmental mechanisms,” focuses on the question, “What etiological–developmental mechanisms of autism are implicated by sex/gender and/or sexual/gender differentiation?” Conclusions Using this conceptual framework, findings can be more clearly summarized, and the implications of the links between findings from different levels can become clearer. Based on this 4-level framework, we suggest future research directions, methodology, and specific topics in sex/gender differences and autism.
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                Author and article information

                Contributors
                (+48) 58 349 26 50 , rynkia@gumed.edu.pl
                bs@fim.uni-passau.de , schuller@tum.de , bjoern.schuller@imperial.ac.uk
                erik.marchi@tum.de
                stefano.piana@dist.unige.it
                antonio.camurri@unige.it
                al732@medschl.cam.ac.uk
                sb205@cam.ac.uk
                Journal
                Mol Autism
                Mol Autism
                Molecular Autism
                BioMed Central (London )
                2040-2392
                21 January 2016
                21 January 2016
                2016
                : 7
                : 10
                Affiliations
                [ ]Department of Psychiatry, Medical University of Gdansk, Gdańsk, Poland
                [ ]Centrum Diagnozy, Terapii i Edukacji SPECTRUM ASC-MED, Gdańsk, Poland
                [ ]Machine Intelligence and Signal Processing Group, Technische Universität München, Munich, Germany
                [ ]Department of Computing, Imperial College London, London, UK
                [ ]Chair of Complex and Intelligent Systems, University of Passau, Passau, Germany
                [ ]Casa Paganini-InfoMus Research Centre DIBRIS, University of Genoa, Genoa, Italy
                [ ]Department of Psychiatry, Autism Research Centre, Cambridge University, Cambridge, UK
                Article
                73
                10.1186/s13229-016-0073-0
                4721191
                26798446
                9987a1b1-8b8f-4b61-9739-aef947ccb8dd
                © Rynkiewicz et al. 2016

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 16 June 2015
                : 12 January 2016
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100004963, Seventh Framework Programme;
                Award ID: 289021
                Award ID: 289021
                Award Recipient :
                Funded by: Seventh Framework Programme
                Award ID: 289021
                Award ID: 289021
                Award Recipient :
                Categories
                Research
                Custom metadata
                © The Author(s) 2016

                Neurosciences
                females with autism,ados-2,diagnosis,computer application
                Neurosciences
                females with autism, ados-2, diagnosis, computer application

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