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Thapa R, Garikipati A, Ciobanu M, Singh NP, Browning E, DeCurzio J, Barnes G, Dinenno FA, Mao Q, Das R. Machine Learning Differentiation of Autism Spectrum Sub-Classifications. J Autism Dev Disord 2024; 54:4216-4231. [PMID: 37751097 PMCID: PMC11461775 DOI: 10.1007/s10803-023-06121-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/19/2023] [Indexed: 09/27/2023]
Abstract
PURPOSE Disorders on the autism spectrum have characteristics that can manifest as difficulties with communication, executive functioning, daily living, and more. These challenges can be mitigated with early identification. However, diagnostic criteria has changed from DSM-IV to DSM-5, which can make diagnosing a disorder on the autism spectrum complex. We evaluated machine learning to classify individuals as having one of three disorders of the autism spectrum under DSM-IV, or as non-spectrum. METHODS We employed machine learning to analyze retrospective data from 38,560 individuals. Inputs encompassed clinical, demographic, and assessment data. RESULTS The algorithm achieved AUROCs ranging from 0.863 to 0.980. The model correctly classified 80.5% individuals; 12.6% of individuals from this dataset were misclassified with another disorder on the autism spectrum. CONCLUSION Machine learning can classify individuals as having a disorder on the autism spectrum or as non-spectrum using minimal data inputs.
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Affiliation(s)
- R Thapa
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - A Garikipati
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - M Ciobanu
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - N P Singh
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - E Browning
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - J DeCurzio
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - G Barnes
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - F A Dinenno
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
| | - Q Mao
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA.
| | - R Das
- Montera, Inc dba Forta, 548 Market St, PMB 89605, San Francisco, CA, USA
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Koumoula A, Marchionatti LE, Caye A, Karagiorga VE, Balikou P, Lontou K, Arkoulaki V, Simioni A, Serdari A, Kotsis K, Basta M, Kapsimali E, Mitropoulou A, Klavdianou N, Zeleni D, Mitroulaki S, Botzaki A, Gerostergios G, Samiotakis G, Moschos G, Giannopoulou I, Papanikolaou K, Aggeli K, Scarmeas N, Koulouvaris P, Emanuele J, Schuster K, Karyotaki E, Kalikow L, Pronoiti K, Gosmann NP, Schafer JL, Merikangas KR, Szatmari P, Cuijpers P, Georgiades K, Milham MP, Corcoran M, Burke S, Koplewicz H, Salum GA. The science of child and adolescent mental health in Greece: a nationwide systematic review. Eur Child Adolesc Psychiatry 2024; 33:3359-3375. [PMID: 37179505 DOI: 10.1007/s00787-023-02213-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 04/11/2023] [Indexed: 05/15/2023]
Abstract
Evidence-based information is essential for effective mental health care, yet the extent and accessibility of the scientific literature are critical barriers for professionals and policymakers. To map the necessities and make validated resources accessible, we undertook a systematic review of scientific evidence on child and adolescent mental health in Greece encompassing three research topics: prevalence estimates, assessment instruments, and interventions. We searched Pubmed, Web of Science, PsycINFO, Google Scholar, and IATPOTEK from inception to December 16th, 2021. We included studies assessing the prevalence of conditions, reporting data on assessment tools, and experimental interventions. For each area, manuals informed data extraction and the methodological quality were ascertained using validated tools. This review was registered in protocols.io [68583]. We included 104 studies reporting 533 prevalence estimates, 223 studies informing data on 261 assessment instruments, and 34 intervention studies. We report the prevalence of conditions according to regions within the country. A repository of locally validated instruments and their psychometrics was compiled. An overview of interventions provided data on their effectiveness. The outcomes are made available in an interactive resource online [ https://rpubs.com/camhi/sysrev_table ]. Scientific evidence on child and adolescent mental health in Greece has now been cataloged and appraised. This timely and accessible compendium of up-to-date evidence offers valuable resources for clinical practice and policymaking in Greece and may encourage similar assessments in other countries.
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Affiliation(s)
- Anastasia Koumoula
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Lauro Estivalete Marchionatti
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
- Department of Psychiatry, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Arthur Caye
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
- Department of Psychiatry, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Vasiliki Eirini Karagiorga
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Panagiota Balikou
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Katerina Lontou
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Vicky Arkoulaki
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - André Simioni
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Aspasia Serdari
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Department of Child and Adolescent Psychiatry, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
| | - Konstantinos Kotsis
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Department of Psychiatry, Faculty of Medicine, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Maria Basta
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Department of Psychiatry, University Hospital of Heraklion, Crete, Greece
- Department of Child and Adolescent Psychiatry, University Hospital of Heraklion, Crete, Greece
| | - Efi Kapsimali
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Andromachi Mitropoulou
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Nikanthi Klavdianou
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Domna Zeleni
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Sotiria Mitroulaki
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Anna Botzaki
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Giorgos Gerostergios
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Giorgos Samiotakis
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Giorgos Moschos
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Ioanna Giannopoulou
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- 2nd Department of Psychiatry, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Katerina Papanikolaou
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Department of Child Psychiatry, Agia Sophia Children's Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Katerina Aggeli
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Nikolaos Scarmeas
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Department of Neurology, National and Kapodistrian University of Athens, Athens, Greece
- Department of Neurology, Columbia University, New York, USA
| | - Panagiotis Koulouvaris
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Jill Emanuele
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Kenneth Schuster
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Eirini Karyotaki
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Department of Clinical Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
| | - Lily Kalikow
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Katerina Pronoiti
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
| | - Natan Pereira Gosmann
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
- Department of Psychiatry, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Julia Luiza Schafer
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
- Department of Psychiatry, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Kathleen R Merikangas
- Genetic Epidemiology Research Branch, National Institute of Mental Health, Bethesda, USA
| | - Peter Szatmari
- Cundill Centre for Child and Youth Depression, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Pim Cuijpers
- Department of Clinical Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
| | - Katholiki Georgiades
- Department of Psychiatry and Behavioural Neurosciences & Offord Centre for Child Studies, McMaster University, Hamilton, Canada
| | - Michael P Milham
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Mimi Corcoran
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Sarah Burke
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Harold Koplewicz
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA
| | - Giovanni Abrahão Salum
- Child and Adolescent Mental Health Initiative (CAMHI), Stavros Niarchos Foundation & Child Mind Institute, New York, USA.
- Child Mind Institute, 101 E 56Th St, New York, NY, 10022, USA.
- Department of Psychiatry, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.
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Santos CLD, Barreto II, Floriano I, Tristão LS, Silvinato A, Bernardo WM. Screening and diagnostic tools for autism spectrum disorder: Systematic review and meta-analysis. Clinics (Sao Paulo) 2024; 79:100323. [PMID: 38484581 PMCID: PMC10951453 DOI: 10.1016/j.clinsp.2023.100323] [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: 11/30/2023] [Accepted: 12/18/2023] [Indexed: 03/23/2024] Open
Abstract
INTRODUCTION Autism Spectrum Disorder (ASD) is a heterogeneous neurodevelopmental disorder, with main manifestations related to communication, social interaction, and behavioral patterns. The slight dynamics of change in the child over time require that the onset of clinical manifestations presented by the child be more valued, with the aim of stabilizing the condition. Faced with a variety of methods for diagnosing ASD, the question arises as to which method should be used. This systematic review aims to recommend the best tools to perform screening and diagnosis. METHODOLOGY This systematic review followed the PRISMA guidelines. The databases MEDLINE, Embase, CENTRAL (Cochrane), and Lilacs were accessed, and gray and manual searches were performed. The search strategy was created with terms referring to autism and the diagnosis/broad filter. The studies were qualitatively evaluated and quantitatively. Statistical analysis was performed using Meta-diSc-2.0 software, the confidence interval was 95 %. RESULTS The M-CHAT-R/F tool demonstrated a sensitivity of 78 % (95 % CI 0.57‒0.91) and specificity of 0.98 (95 % CI 0.88-1.00). The diagnostic tools demonstrated sensitivity and specificity respectively of: ADOS, sensitivity of 87 % (95 % CI 0.79‒0.92) and specificity 75 % (95 % CI 0.73‒0.78); ADI-R demonstrated test sensitivity of 77 % (95 % CI 0.56‒0.90) and specificity 68 % (95 % CI 0.52‒0.81), CARS test sensitivity was 89 % (95 % CI 0.78‒0.95) and specificity 79 % (95 % CI 0.65‒0.88). CONCLUSION It is mandatory to apply a screening test, the most recommended being the M-CHAT-R/F. For diagnosis CARS and ADOS are the most recommended tools.
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Affiliation(s)
- Clara Lucato Dos Santos
- Departamento de Medicina Baseada em Evidências, Faculdade de Ciências Médicas de Santos (UNILUS), Santos, SP, Brazil.
| | | | - Idevaldo Floriano
- Medicina Baseada em Evidências, Cooperativa Baixa Mogiana, Mogi-Guaçu, SP, Brazil
| | - Luca Schiliró Tristão
- Departamento de Medicina Baseada em Evidências, Faculdade de Ciências Médicas de Santos (UNILUS), Santos, SP, Brazil
| | - Antonio Silvinato
- Medicina Baseada em Evidências, Associação Médica Brasileira, São Paulo, SP, Brazil
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Kamp-Becker I. Autism spectrum disorder in ICD-11-a critical reflection of its possible impact on clinical practice and research. Mol Psychiatry 2024; 29:633-638. [PMID: 38273107 PMCID: PMC11153155 DOI: 10.1038/s41380-023-02354-y] [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: 07/04/2023] [Revised: 11/23/2023] [Accepted: 11/27/2023] [Indexed: 01/27/2024]
Abstract
This perspective article compares and contrasts the conceptualization of Autism Spectrum Disorder (ASD) in ICD-11 and DSM-5. By guiding the user through the ICD-11 text, it is argued that, in contrast to DSM-5, ICD-11 allows a high variety in symptom combinations, which results in an operationalization of ASD that is in favor of an extreme diverse picture, yet possibly at the expense of precision, including unforeseeable effects on clinical practice, care, and research. The clinical utility is questionable as this conceptualization can hardly be differentiated from other mental disorders and autism-like traits. It moves away from an observable, behavioral, and neurodevelopmental disorder to a disorder of inner experience that can hardly be measured objectively. It contains many vague and subjective concepts that lead to non-falsifiable diagnoses. This bears a large danger of false positive diagnoses, of further increased prevalence rates, limitations of access to ASD-specific services and of increasing the non-specificity of treatments. For research, the hypothesis is that the specificity of ASD will be reduced and this will additional increase the already high heterogeneity with the effect that replication of studies will be hampered. This could limit our understanding of etiology and biological pathways of ASD and bears the risk that precision medicine, i.e., a targeted approach for individual treatment strategies based on precise diagnostic markers, is more far from becoming reality. Thus, a more precise, quantitative description and more objective measurement of symptoms are suggested that define the clinical ASD phenotype. Identification of core ASD subtypes/endophenotypes and a precise description of symptoms is the necessary next step to advance diagnostic classification systems. Therefore, employing a more finely grained, objective, clinical symptom characterization which is more relatable to neurobehavioral concepts is of central significance.
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Affiliation(s)
- Inge Kamp-Becker
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps University Marburg, Hans-Sachs Str. 6, 36037, Marburg, Germany.
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Villar de Araujo T, Rüesch A, Bankwitz A, Rufer M, Kleim B, Olbrich S. Autism spectrum disorders in adults and the autonomic nervous system: Heart rate variability markers in the diagnostic procedure. J Psychiatr Res 2023; 164:235-242. [PMID: 37385002 DOI: 10.1016/j.jpsychires.2023.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 06/12/2023] [Accepted: 06/15/2023] [Indexed: 07/01/2023]
Abstract
The diagnostic assessment of autism spectrum disorders (ASD) in adults is a challenging and time-consuming procedure. In order to address the lack of specialised health-care professionals and improve the waiting time, we aimed to identify specific electrocardiogram (ECG) derived Heart Rate Variability (HRV) parameters that could be used for diagnostic purposes. 152 patients were diagnosed based on a standardised clinical procedure and assigned to one of three groups: ASD (n = 56), any other psychiatric disorder (OD) (n = 72), and patients with no diagnosis (ND) (n = 24). Groups were compared using ANOVA. Discriminative power of biological parameters and the clinical assessment were compared using receiver operating characteristic curves (ROCs). Patients with ASD showed reduced parasympathetic and increased sympathetic activity compared to ND. The accuracy determined by the area under the curve (AUC) of the biological parameters for discrimination between ASD vs. pooled OD/ND was 0.736 (95% CI = 0.652-0.820), compared to .856 (95% CI = 0.795-0.917) for the extensive clinical assessment. Our results confirmed the dysregulation of the autonomic nervous system in ASD with reduced parasympathetic and increased sympathetic activity as compared to ND. The discriminative power of biological markers including HRV was considerable and could supplement less sophisticated clinical assessments.
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Affiliation(s)
- Tania Villar de Araujo
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zurich, Switzerland; Department of Psychology, University of Zurich, Zurich, Switzerland.
| | - Annia Rüesch
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zurich, Switzerland; Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Anna Bankwitz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zurich, Switzerland; Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Michael Rufer
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zurich, Switzerland
| | - Birgit Kleim
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zurich, Switzerland; Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Sebastian Olbrich
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich (PUK), University of Zurich, Zurich, Switzerland
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Kourtesis P, Kouklari EC, Roussos P, Mantas V, Papanikolaou K, Skaloumbakas C, Pehlivanidis A. Virtual Reality Training of Social Skills in Adults with Autism Spectrum Disorder: An Examination of Acceptability, Usability, User Experience, Social Skills, and Executive Functions. Behav Sci (Basel) 2023; 13:bs13040336. [PMID: 37102850 PMCID: PMC10136366 DOI: 10.3390/bs13040336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 03/14/2023] [Accepted: 04/15/2023] [Indexed: 04/28/2023] Open
Abstract
Poor social skills in autism spectrum disorder (ASD) are associated with reduced independence in daily life. Current interventions for improving the social skills of individuals with ASD fail to represent the complexity of real-life social settings and situations. Virtual reality (VR) may facilitate social skills training in social environments and situations similar to those in real life; however, more research is needed to elucidate aspects such as the acceptability, usability, and user experience of VR systems in ASD. Twenty-five participants with ASD attended a neuropsychological evaluation and three sessions of VR social skills training, which incorporated five social scenarios with three difficulty levels. Participants reported high acceptability, system usability, and user experience. Significant correlations were observed between performance in social scenarios, self-reports, and executive functions. Working memory and planning ability were significant predictors of the functionality level in ASD and the VR system's perceived usability, respectively. Yet, performance in social scenarios was the best predictor of usability, acceptability, and functionality level. Planning ability substantially predicted performance in social scenarios, suggesting an implication in social skills. Immersive VR social skills training in individuals with ASD appears to be an appropriate service, but an errorless approach that is adaptive to the individual's needs should be preferred.
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Affiliation(s)
- Panagiotis Kourtesis
- Department of Psychology, National and Kapodistrian University of Athens, 157 84 Athens, Greece
- Department of Psychology, University of Edinburgh, Edinburgh EH8 9AD, UK
| | - Evangelia-Chrysanthi Kouklari
- Department of Child Psychiatry, Aghia Sophia Children's Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece
- 1st Department of Psychiatry, Eginition Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece
| | - Petros Roussos
- Department of Psychology, National and Kapodistrian University of Athens, 157 84 Athens, Greece
| | - Vasileios Mantas
- 1st Department of Psychiatry, Eginition Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece
| | - Katerina Papanikolaou
- Department of Child Psychiatry, Aghia Sophia Children's Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece
| | - Christos Skaloumbakas
- Department of Child Psychiatry, P. & A. Kyriakou Children's Hospital, 115 28 Athens, Greece
- Habilis, R&D Team, 141 22 Athens, Greece
| | - Artemios Pehlivanidis
- 1st Department of Psychiatry, Eginition Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece
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Chang JC, Lai MC, Chien YL, Cheng CY, Wu YY, Gau SSF. Psychometric properties of the Mandarin version of the autism diagnostic observation Schedule-Generic. J Formos Med Assoc 2023:S0929-6646(23)00008-6. [PMID: 36732136 DOI: 10.1016/j.jfma.2023.01.008] [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: 09/07/2022] [Revised: 12/16/2022] [Accepted: 01/17/2023] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND/PURPOSE The diagnosis of autism spectrum disorder (ASD), involving multiple components of clinical assessments, is challenging. The Autism Diagnostic Observation Schedule-Generic (ADOS-G), one of the standardized and validated instruments for ASD diagnostic evaluation, has been widely used in many countries. With the preparation of the Mandarin version of the ADOS-G (Mandarin-ADOS-G), this study aims to examine its psychometric properties, including reliability and validity. METHODS The sample included 554 individuals clinically diagnosed with ASD (477 males, 86.1%) and 50 typically developing (TD) individuals (29 males, 58.0%) who were assessed with different modules of the Mandarin-ADOS-G between 4.1 and 34.0 years old with a mean age of 13.0 years (Module 1, n = 40; Module 2, n = 46; Module 3, n = 275; Module 4, n = 243). We evaluated the inter-rater reliability, test-retest reliability, internal consistency, and concurrent validity with the Chinese Autism Diagnostic Interview-Revised (ADI-R) and Social Responsiveness Scale (SRS) caregiver-report and self-report forms. The discriminative validity of Mandarin-ADOS-G was also examined. RESULTS The Mandarin-ADOS-G demonstrated good inter-rater reliability (agreement of ADOS classification 0.91), good test-retest reliability (intraclass correlations 0.55-0.73), and low to high good internal consistency (Cronbach's alpha 0.27-0.86). The concurrent validity showed significant correlations with ADI-R (Pearson correlations 0.22-0.37) and the SRS caregiver-report form (Pearson correlations 0.15-0.23). Moreover, all Mandarin-ADOS-G domains successfully differentiated autistic individuals from TD individuals (all p-values <0.001). CONCLUSION The Mandarin-ADOS-G is a reliable and valid instrument for assisting the diagnosis of ASD in the Mandarin-speaking population.
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Affiliation(s)
- Jung-Chi Chang
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Meng-Chuan Lai
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; The Margaret and Wallace McCain Centre for Child, Youth & Family Mental Health and Azrieli Adult Neurodevelopmental Centre, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry and Autism Research Unit, The Hospital for Sick Children, Toronto, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada; Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Yi-Ling Chien
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Chung-Yuan Cheng
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan
| | - Yu-Yu Wu
- YuNing Psychiatric Clinic, Taipei, Taiwan
| | - Susan Shur-Fen Gau
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.
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Karaminis T, Stavrakaki S. The psychometric properties of the Greek version of the Social Communication Questionnaire. Autism Res 2022; 15:1768-1780. [PMID: 36056649 PMCID: PMC9546128 DOI: 10.1002/aur.2790] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 08/01/2022] [Indexed: 11/25/2022]
Abstract
There is a scarcity of diagnostic assessments and screening tools for autism spectrum disorders (ASD) in Greek. In this study, we examined the psychometric properties of the recently developed Greek version of the Social Communication Questionnaire (SCQ). We used parental responses for 311 children (mean age: 7.54 years old, SD = 1.92), 122 with a diagnosis of ASD (93 boys, 29 girls) and 189 neurotypical children (104 boys, 85 girls), with 167 responses referring to the Lifetime and 144 to the Current form of the SCQ. Both forms presented adequate construct validity based on the four‐factor model, while in both forms, autistic children presented higher SCQ total and subscale scores (four factors) than typical children. The forms had excellent internal reliability. An item‐response‐theory analysis suggested that over 80% of test items fitted adequately a Rasch model, while a preliminary analysis of gender biases suggested that a small number of items (Lifetime: five; Current: six out of 39) were differentially sensitive to autistic symptomatology in boys and girls. A receiver‐operating‐characteristic analysis showed excellent diagnostic performance based on the SCQ total score (Lifetime: area‐under‐the‐curve/AUC = 0.937, Current: AUC = 0.963), and acceptable to excellent discrimination for the four subscales (AUCs between 0.737 and 0.955). Our preliminary results suggest that the Greek SCQ presents satisfactory psychometric properties and can be used for differentiating children with ASD from typical children in initial assessments within clinical and research settings.
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Affiliation(s)
| | - Stavroula Stavrakaki
- Department of Italian Language and Literature, School of PhilosophyAristotle University of ThessalonikiThessalonikiGreece
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9
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Huang CF, Lin YS, Chiu YN, Gau SSF, Chen VCH, Lin CF, Hsieh YH, Liu WS, Chan HL, Wu YY. Validation of the Chinese Version of the Autism Diagnostic Interview-Revised in Autism Spectrum Disorder. Neuropsychiatr Dis Treat 2022; 18:327-339. [PMID: 35210779 PMCID: PMC8863335 DOI: 10.2147/ndt.s345568] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Accepted: 01/28/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND The Autism Diagnostic Interview-Revised (ADI-R) is an essential semi-structured diagnostic tool for autism spectrum disorder (ASD). This study aims to validate the Chinese version of the ADI-R in Taiwan. METHODS The Chinese version of the ADI-R was translated and back-translated by professional translators and was approved by the original authors. A group of child psychiatrists and psychologists corrected medical terminology for the final version. Then, a total of 74 participants with ASD (male, 59, 79.73%) and 33 control participants without ASD (male, 16, 48.48%) were recruited. All participants were between 3 years 4 months to 41 years old (mean: 14.63 ± 7.93 years). Exploratory factor analysis (EFA) was used to measure the factor structure. RESULTS Cronbach's α showed good to excellent internal consistency (0.78-0.98) over the three core symptom domains of the Chinese version of the ADI-R. Pearson's correlation analysis revealed very high test-retest reliability (Pearson's correlation coefficients ranging from 0.95 to 0.99). EFA supported three categories of factors. For correct diagnosis of ASD, the Chinese version of the ADI-R had high sensitivity (97.30%), specificity (100%), positive predictive value (PPV) (100%), and negative predictive value (NPV) (94.29%). All domains also showed excellent area under the curves (0.991-1), sensitivity (94.59-98.65%), specificity (96.97-100%), Youden index (94.59-98.65%), PPV (97.78-100%), NPV (89.19-100%), positive likelihood ratio (32.55-33.00%) and negative likelihood ratio (0.00-0.05) after statistical examination. CONCLUSION The Chinese version of the ADI-R is a reliable and valid diagnostic tool for the diagnosis of ASD in Clinical settings in Taiwan.
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Affiliation(s)
- Chi-Fen Huang
- Department of Psychiatry, YuNing Psychiatric Clinic, Taipei, Taiwan.,Department of Psychiatry, Saint Paul's Hospital, Taoyuan, Taiwan
| | - Yu-Siou Lin
- Department of Psychiatry, YuNing Psychiatric Clinic, Taipei, Taiwan
| | - Yen-Nan Chiu
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Susan Shur-Fen Gau
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Vincent Chin-Hung Chen
- Department of Psychiatry, Chiayi Chang Gung Memorial Hospital, Chiayi, Taiwan.,Department of Psychiatry, Chang Gung University, Taoyuan, Taiwan
| | - Chiao-Fan Lin
- Department of Psychiatry, Chang Gung University, Taoyuan, Taiwan.,Department of Child Psychiatry, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Yi-Hsuan Hsieh
- Department of Psychiatry, Chang Gung University, Taoyuan, Taiwan.,Department of Child Psychiatry, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Wen-Sheng Liu
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.,College of Science and Engineering, Fu Jen Catholic University, New Taipei City, Taiwan.,Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.,Division of Nephrology, Department of Medicine, Taipei City Hospital, Zhongxing Branch, Taipei, Taiwan.,Department of Special Education, University of Taipei, Taipei, Taiwan
| | - Hsiang-Lin Chan
- Department of Psychiatry, Chang Gung University, Taoyuan, Taiwan.,Department of Child Psychiatry, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Yu-Yu Wu
- Department of Psychiatry, YuNing Psychiatric Clinic, Taipei, Taiwan
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10
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Papaioannou A, Kalantzi E, Papageorgiou CC, Korombili K, Bokou A, Pehlivanidis A, Papageorgiou CC, Papaioannou G. Differences in Performance of ASD and ADHD Subjects Facing Cognitive Loads in an Innovative Reasoning Experiment. Brain Sci 2021; 11:1531. [PMID: 34827530 PMCID: PMC8615740 DOI: 10.3390/brainsci11111531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 11/09/2021] [Accepted: 11/09/2021] [Indexed: 11/17/2022] Open
Abstract
We aim to investigate whether EEG dynamics differ in adults with ASD (Autism Spectrum Disorders) and ADHD (attention-deficit/hyperactivity disorder) compared with healthy subjects during the performance of an innovative cognitive task, Aristotle's valid and invalid syllogisms, and how these differences correlate with brain regions and behavioral data for each subject. We recorded EEGs from 14 scalp electrodes (channels) in 21 adults with ADHD, 21 with ASD, and 21 healthy, normal subjects. The subjects were exposed in a set of innovative cognitive tasks (inducing varying cognitive loads), Aristotle's two types of syllogism mentioned above. A set of 39 questions were given to participants related to valid-invalid syllogisms as well as a separate set of questionnaires, in order to collect a number of demographic and behavioral data, with the aim of detecting shared information with values of a feature extracted from EEG, the multiscale entropy (MSE), in the 14 channels ('brain regions'). MSE, a nonlinear information-theoretic measure of complexity, was computed to extract a feature that quantifies the complexity of the EEG. Behavior-Partial Least Squares Correlation, PLSC, is the method to detect the correlation between two sets of data, brain, and behavioral measures. -PLSC, a variant of PLSC, was applied to build a functional connectivity of the brain regions involved in the reasoning tasks. Graph-theoretic measures were used to quantify the complexity of the functional networks. Based on the results of the analysis described in this work, a mixed 14 × 2 × 3 ANOVA showed significant main effects of group factor and brain region* syllogism factor, as well as a significant brain region* group interaction. There are significant differences between the means of MSE (complexity) values at the 14 channels of the members of the 'pathological' groups of participants, i.e., between ASD and ADHD, while the difference in means of MSE between both ASD and ADHD and that of the control group is not significant. In conclusion, the valid-invalid type of syllogism generates significantly different complexity values, MSE, between ASD and ADHD. The complexity of activated brain regions of ASD participants increased significantly when switching from a valid to an invalid syllogism, indicating the need for more resources to 'face' the task escalating difficulty in ASD subjects. This increase is not so evident in both ADHD and control. Statistically significant differences were found also in the behavioral response of ASD and ADHD, compared with those of control subjects, based on the principal brain and behavior saliences extracted by PLSC. Specifically, two behavioral measures, the emotional state and the degree of confidence of participants in answering questions in Aristotle's valid-invalid syllogisms, and one demographic variable, age, statistically and significantly discriminate the three groups' ASD. The seed-PLC generated functional connectivity networks for ASD, ADHD, and control, were 'projected' on the regions of the Default Mode Network (DMN), the 'reference' connectivity, of which the structural changes were found significant in distinguishing the three groups. The contribution of this work lies in the examination of the relationship between brain activity and behavioral responses of healthy and 'pathological' participants in the case of cognitive reasoning of the type of Aristotle's valid and invalid syllogisms, using PLSC, a machine learning approach combined with MSE, a nonlinear method of extracting a feature based on EEGs that captures a broad spectrum of EEGs linear and nonlinear characteristics. The results seem promising in adopting this type of reasoning, in the future, after further enhancements and experimental tests, as a supplementary instrument towards examining the differences in brain activity and behavioral responses of ASD and ADHD patients. The application of the combination of these two methods, after further elaboration and testing as new and complementary to the existing ones, may be considered as a tool of analysis in helping detecting more effectively such types of disorders.
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Affiliation(s)
- Anastasia Papaioannou
- 1st Department of Psychiatry, Eginition Hospital, Medical School, National University of Athens, 11528 Athens, Greece; (E.K.); (K.K.); (A.B.); (A.P.); (C.C.P.)
- Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS” (UMHRI), University Mental Health, Papagou, 15601 Athens, Greece
| | - Eva Kalantzi
- 1st Department of Psychiatry, Eginition Hospital, Medical School, National University of Athens, 11528 Athens, Greece; (E.K.); (K.K.); (A.B.); (A.P.); (C.C.P.)
| | | | - Kalliopi Korombili
- 1st Department of Psychiatry, Eginition Hospital, Medical School, National University of Athens, 11528 Athens, Greece; (E.K.); (K.K.); (A.B.); (A.P.); (C.C.P.)
| | - Anastasia Bokou
- 1st Department of Psychiatry, Eginition Hospital, Medical School, National University of Athens, 11528 Athens, Greece; (E.K.); (K.K.); (A.B.); (A.P.); (C.C.P.)
| | - Artemios Pehlivanidis
- 1st Department of Psychiatry, Eginition Hospital, Medical School, National University of Athens, 11528 Athens, Greece; (E.K.); (K.K.); (A.B.); (A.P.); (C.C.P.)
| | - Charalabos C. Papageorgiou
- 1st Department of Psychiatry, Eginition Hospital, Medical School, National University of Athens, 11528 Athens, Greece; (E.K.); (K.K.); (A.B.); (A.P.); (C.C.P.)
- Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS” (UMHRI), University Mental Health, Papagou, 15601 Athens, Greece
| | - George Papaioannou
- Center for Research of Nonlinear Systems (CRANS), Department of Mathematics, University of Patras, 26500 Patra, Greece;
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11
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Papaioannou AG, Kalantzi E, Papageorgiou CC, Korombili K, Βokou A, Pehlivanidis A, Papageorgiou CC, Papaioannou G. Complexity analysis of the brain activity in Autism Spectrum Disorder (ASD) and Attention Deficit Hyperactivity Disorder (ADHD) due to cognitive loads/demands induced by Aristotle's type of syllogism/reasoning. A Power Spectral Density and multiscale entropy (MSE) analysis. Heliyon 2021; 7:e07984. [PMID: 34611558 PMCID: PMC8477216 DOI: 10.1016/j.heliyon.2021.e07984] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 05/13/2021] [Accepted: 09/08/2021] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE We aim to investigate whether EEG dynamics differ in adults with ASD (Autism Spectrum Disorders), ADHD (attention-deficit/hyperactivity disorder), compared with healthy subjects during the performance of an innovative cognitive task: Aristotle's valid and invalid syllogisms. We follow the Neuroanatomical differences type of criterion in assessing the results of our study in supporting or not the dual-process theory of Kahneman, 2011) (Systems I & II of thinking). METHOD We recorded EEGs from 14 scalp electrodes in 30 adults with ADHD, 30 with ASD and 24 healthy, normal subjects. The subjects were exposed in a set of innovative cognitive tasks (inducing varying cognitive loads), the Aristotle's four types of syllogism mentioned above. The multiscale entropy (MSE), a nonlinear information-theoretic measure or tool was computed to extract features that quantify the complexity of the EEG. RESULTS The dynamics of the curves of the grand average of MSE values of the ADHD and ASD participants was significantly in higher levels for the majority of time scales, than the healthy subjects over a number of brain regions (electrodes locations), during the performance of both valid and invalid types of syllogism. This result is seemingly not in accordance of the broadly accepted 'theory' of complexity loss in 'pathological' subjects, but actually this is not the case as explained in the text. ADHD subjects are engaged in System II of thinking, for both Valid and Invalid syllogism, ASD and Control in System I for valid and invalid syllogism, respectively. A surprising and 'provocative' result of this paper, as shown in the next sections, is that the Complexity-variability of ASD and ADHD subjects, when they face Aristotle's types of syllogisms, is higher than that of the control subjects. An explanation is suggested as described in the text. Also, in the case of invalid type of Aristotelian syllogisms, the linguistic and visuo-spatial systems are both engaged ONLY in the temporal and occipital regions of the brain, respectively, of ADHD subjects. In the case of valid type, both above systems are engaged in the temporal and occipital regions of the brain, respectively, of both ASD and ADHD subjects, while in the control subjects only the visuo-spatial type is engaged (Goel et al., 2000; Knauff, 2007). CONCLUSION Based on the results of the analysis described in this work, the differences in the EEG complexity between the three groups of participants lead to the conclusion that cortical information processing is changed in ASD and ADHD adults, therefore their level of cortical activation may be insufficient to meet the peculiar cognitive demand of Aristotle's reasoning. SIGNIFICANCE The present paper suggest that MSE, is a powerful and efficient nonlinear measure in detecting neural dysfunctions in adults with ASD and ADHD characteristics, when they are called on to perform in a very demanding as well as innovative set of cognitive tasks, that can be considered as a new diagnostic 'benchmark' in helping detecting more effectively such type of disorders. A linear measure alone, as the typical PSD, is not capable in making such a distinction. The work contributes in shedding light on the neural mechanisms of syllogism/reasoning of Aristotelian type, as well as toward understanding how humans reason logically and why 'pathological' subjects deviate from the norms of formal logic.
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Affiliation(s)
- Anastasia G. Papaioannou
- 1 Department of Psychiatry, National University of Athens, Medical School, Eginition Hospital, Athens, Greece
- University Mental Health, Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS”, (UMHRI), Athens, Greece
| | - Eva Kalantzi
- 1 Department of Psychiatry, National University of Athens, Medical School, Eginition Hospital, Athens, Greece
| | | | - Kalliopi Korombili
- 1 Department of Psychiatry, National University of Athens, Medical School, Eginition Hospital, Athens, Greece
| | - Anastasia Βokou
- 1 Department of Psychiatry, National University of Athens, Medical School, Eginition Hospital, Athens, Greece
| | - Artemios Pehlivanidis
- 1 Department of Psychiatry, National University of Athens, Medical School, Eginition Hospital, Athens, Greece
| | - Charalabos C. Papageorgiou
- 1 Department of Psychiatry, National University of Athens, Medical School, Eginition Hospital, Athens, Greece
- University Mental Health, Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS”, (UMHRI), Athens, Greece
| | - George Papaioannou
- Center for Research of Nonlinear Systems (CRANS), Department of Mathematics, University of Patras, Patra, Greece
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12
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Kamp-Becker I, Tauscher J, Wolff N, Küpper C, Poustka L, Roepke S, Roessner V, Heider D, Stroth S. Is the Combination of ADOS and ADI-R Necessary to Classify ASD? Rethinking the "Gold Standard" in Diagnosing ASD. Front Psychiatry 2021; 12:727308. [PMID: 34504449 PMCID: PMC8421762 DOI: 10.3389/fpsyt.2021.727308] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 07/23/2021] [Indexed: 11/28/2022] Open
Abstract
Diagnosing autism spectrum disorder (ASD) requires extensive clinical expertise and training as well as a focus on differential diagnoses. The diagnostic process is particularly complex given symptom overlap with other mental disorders and high rates of co-occurring physical and mental health concerns. The aim of this study was to conduct a data-driven selection of the most relevant diagnostic information collected from a behavior observation and an anamnestic interview in two clinical samples of children/younger adolescents and adolescents/adults with suspected ASD. Via random forests, the present study discovered patterns of symptoms in the diagnostic data of 2310 participants (46% ASD, 54% non-ASD, age range 4-72 years) using data from the combined Autism Diagnostic Observation Schedule (ADOS) and Autism Diagnostic Interview-Revised (ADI-R) and ADOS data alone. Classifiers built on reduced subsets of diagnostic features yield satisfactory sensitivity and specificity values. For adolescents/adults specificity values were lower compared to those for children/younger adolescents. The models including ADOS and ADI-R data were mainly built on ADOS items and in the adolescent/adult sample the classifier including only ADOS items performed even better than the classifier including information from both instruments. Results suggest that reduced subsets of ADOS and ADI-R items may suffice to effectively differentiate ASD from other mental disorders. The imbalance of ADOS and ADI-R items included in the models leads to the assumption that, particularly in adolescents and adults, the ADI-R may play a lesser role than current behavior observations.
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Affiliation(s)
- Inge Kamp-Becker
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps University, Marburg, Germany
| | - Johannes Tauscher
- Department of Mathematics and Computer Science, Philipps University Marburg, Marburg, Germany
| | - Nicole Wolff
- Department of Child and Adolescent Psychiatry and Psychotherapy, Faculty of Medicine of the Technische Universität Dresden, Dresden, Germany
| | - Charlotte Küpper
- Department of Psychiatry, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Luise Poustka
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Stefan Roepke
- Department of Psychiatry, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry and Psychotherapy, Faculty of Medicine of the Technische Universität Dresden, Dresden, Germany
| | - Dominik Heider
- Department of Mathematics and Computer Science, Philipps University Marburg, Marburg, Germany
| | - Sanna Stroth
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps University, Marburg, Germany
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13
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Oh M, Song DY, Bong G, Yoon NH, Kim SY, Kim JH, Kim J, Yoo HJ. Validating the Autism Diagnostic Interview-Revised in the Korean Population. Psychiatry Investig 2021; 18:196-204. [PMID: 33735550 PMCID: PMC8016687 DOI: 10.30773/pi.2020.0337] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 11/15/2020] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE This study aimed to examine the validity of the Korean version of the Autism Diagnostic Interview-Revised (K-ADI-R) and determine its efficacy in identifying individuals with autism spectrum disorder (ASD). METHODS Data were pooled from several past and ongoing studies as well as clinical records acquired at Seoul National University Bundang Hospital from 2008 to 2017. The K-ADI-R were administered and scored by trained research reliable examiners. Measurements to investigate the validity of the K-ADI-R was through sensitivity, specificity, positive predictive values (PPV), negative predictive values (NPV), and Cohen's kappa. RESULTS A total of 1,271 (age 88.9±62.42 months, male=927) participants were included. The K-ADI-R yielded strong psychometric properties with high sensitivity (86.06-99.27%), specificity (84.75-99.55%), PPV (92.33-99.72%), and NPV (79.43-98.64%). There were significant differences in item scores across the K-ADI-R diagnostic algorithm regardless of age and sex (p<0.001). Agreement between the K-ADI-R and other ASD related measurements ranged between levels of good to excellent. CONCLUSION Despite language or cultural boundaries, the K-ADI-R demonstrated high levels of sensitivity, specificity, PPV, and NPV within a wide range of participants; hence, suggesting promising usage as a valuable diagnostic instrument for individuals with ASD.
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Affiliation(s)
- Miae Oh
- Department of Psychiatry, Kyung Hee University Hospital, Seoul, Republic of Korea
| | - Da-Yea Song
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Guiyoung Bong
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Nan-He Yoon
- Department of Health Administration, Hanyang Cyber University, Seoul, Republic of Korea
| | - So Yoon Kim
- Teacher Education, Duksung Women's University, Seoul, Republic of Korea
| | - Joo-Hyun Kim
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Jongmyeong Kim
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Hee Jeong Yoo
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.,Seoul National University College of Medicine, Seoul, Republic of Korea
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14
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Lebersfeld JB, Swanson M, Clesi CD, O'Kelley SE. Systematic Review and Meta-Analysis of the Clinical Utility of the ADOS-2 and the ADI-R in Diagnosing Autism Spectrum Disorders in Children. J Autism Dev Disord 2021; 51:4101-4114. [PMID: 33475930 DOI: 10.1007/s10803-020-04839-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/09/2020] [Indexed: 11/28/2022]
Abstract
The Autism Diagnostic Observation Schedule, Second Edition (ADOS-2) and the Autism Diagnostic Interview, Revised (ADI-R) have high accuracy as diagnostic instruments in research settings, while evidence of accuracy in clinical settings is less robust. This meta-analysis focused on efficacy of these measures in research versus clinical settings. Articles (n = 22) were analyzed using a hierarchical summary receiver operating characteristics (HSROC) model. ADOS-2 performance was stronger than the ADI-R. ADOS-2 sensitivity and specificity ranged from .89-.92 and .81-.85, respectively. ADOS-2 accuracy in research compared with clinical settings was mixed. ADI-R sensitivity and specificity were .75 and .82, respectively, with higher specificity in research samples (Research = .85, Clinical = .72). A small number of clinical studies were identified, indicating ongoing need for investigation outside research settings.
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Affiliation(s)
- Jenna B Lebersfeld
- University of Alabama at Birmingham, 1720 7th Ave S, Birmingham, AL, 35233, USA.
| | - Marissa Swanson
- University of Alabama at Birmingham, 1720 7th Ave S, Birmingham, AL, 35233, USA
| | - Christian D Clesi
- University of Alabama at Birmingham, 1720 7th Ave S, Birmingham, AL, 35233, USA
| | - Sarah E O'Kelley
- University of Alabama at Birmingham, 1720 7th Ave S, Birmingham, AL, 35233, USA
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15
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Pehlivanidis A, Papanikolaou K, Korobili K, Kalantzi E, Mantas V, Pappa D, Papageorgiou C. Trait-Based Dimensions Discriminating Adults with Attention Deficit Hyperactivity Disorder (ADHD), Autism Spectrum Disorder (ASD) and, Co-occurring ADHD/ASD. Brain Sci 2020; 11:E18. [PMID: 33375278 PMCID: PMC7824158 DOI: 10.3390/brainsci11010018] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 12/20/2020] [Accepted: 12/22/2020] [Indexed: 11/16/2022] Open
Abstract
This study assessed the co-occurrence of attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) in newly diagnosed adults of normal intelligence and the contribution of trait-based dimensions deriving from the Barkley Adult ADHD Rating Scale-IV (BAARS-IV), the Autism-Spectrum Quotient (AQ), and the Empathy Quotient (EQ) to the differentiation of patients with ADHD, ASD, and ADHD/ASD. A total of 16.1% of patients with ADHD received a co-occurring ASD diagnosis, while 33.3% of patients with ASD received an ADHD diagnosis. Subjects with ADHD or ADHD/ASD had higher scores in all ADHD traits compared to ASD subjects. Compared to the ADHD group, the ASD group had AQ scores that were significantly greater, except for attention to detail. ADHD/ASD co-occurrence significantly increased the score of attention to detail. The total EQ score was greater in the ADHD group. In the stepwise logistic regression analyses, past hyperactivity, current inattention and impulsivity, attention switching, communication, imagination, and total EQ score discriminated ADHD patients from ASD patients. Attention to detail, imagination, and total EQ score discriminated ADHD cases from ADHD/ASD cases, while past hyperactivity and current impulsivity discriminated ASD subjects from ADHD/ASD subjects. Our findings highlight the importance of particular trait-based dimensions when discriminating adults with ADHD, ASD, and co-occurring ADHD/ASD.
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Affiliation(s)
- Artemios Pehlivanidis
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece; (K.K.); (E.K.); (V.M.); (D.P.); (C.P.)
| | - Katerina Papanikolaou
- Department of Child Psychiatry, Medical School, National and Kapodistrian University of Athens, “Agia Sophia” Children’s Hospital, 11527 Athens, Greece;
| | - Kalliopi Korobili
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece; (K.K.); (E.K.); (V.M.); (D.P.); (C.P.)
| | - Eva Kalantzi
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece; (K.K.); (E.K.); (V.M.); (D.P.); (C.P.)
| | - Vasileios Mantas
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece; (K.K.); (E.K.); (V.M.); (D.P.); (C.P.)
| | - Dimitra Pappa
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece; (K.K.); (E.K.); (V.M.); (D.P.); (C.P.)
| | - Charalambos Papageorgiou
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece; (K.K.); (E.K.); (V.M.); (D.P.); (C.P.)
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16
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Pehlivanidis A, Papanikolaou K, Mantas V, Kalantzi E, Korobili K, Xenaki LA, Vassiliou G, Papageorgiou C. Lifetime co-occurring psychiatric disorders in newly diagnosed adults with attention deficit hyperactivity disorder (ADHD) or/and autism spectrum disorder (ASD). BMC Psychiatry 2020; 20:423. [PMID: 32847520 PMCID: PMC7449076 DOI: 10.1186/s12888-020-02828-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 08/19/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Co-occurring psychiatric disorders in adults with Attention Deficit Hyperactivity Disorder (ADHD) and/or Autism Spectrum Disorder (ASD) contribute to the burden of the healthcare and possibly to the delay of diagnosis. Aim of the study was to clinically assess the prevalence and compare lifetime co-occurring psychopathology in a sample of newly diagnosed ADHD and/or ASD adults and discuss the diagnostic challenges they pose. METHODS The lifetime prevalence rates of ten of the most frequently co-occurring psychiatric diagnoses was registered in 336 adults of normal intelligence who underwent a thorough clinical evaluation for the diagnosis of ADHD and/or ASD for the first time in their lives. Four study groups were formed: the ADHD (n = 151), the ASD (n = 58), the ADHD+ASD (n = 28) and the nonADHD/nonASD (NN) (n = 88) group. RESULTS At least one co-occurring psychopathology was found in 72.8% of the ADHD group, in 50% of the ASD group, in 72.4% of the ADHD+ASD group and in 76.1% of the NN group (p = 0.004). In all groups the most frequent psychiatric disorder was depressive disorder. The only significant difference regarding the patterns of psychiatric co-occurrence between the ADHD and the nonADHD groups (ASD and NN groups) was found for SUD (p = 0.001). Also, the proportion of subjects with Bipolar Disorder was significantly greater in the NN group as compared to those with ASD (p = 0.025). CONCLUSIONS Our results support the high prevalence of co-occurring psychiatric disorders in adults with ADHD and/or ASD with the ASD group presenting the lowest rate. The most marked difference between the ADHD and the nonADHD groups was found for SUD. Moreover, our findings highlight the need for a thorough clinical assessment of all referred patients both in the presence and absence of ADHD and/or ASD.
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Affiliation(s)
- Artemios Pehlivanidis
- 1st Department of Psychiatry, National and Kapodistrian University of Athens, Medical School, "Eginition" Hospital, 72-74 Vas. Sofias Ave, 11528, Athens, Greece.
| | - Katerina Papanikolaou
- Department of Child Psychiatry, National and Kapodistrian University of Athens, Medical School, “Agia Sophia” Children’s Hospital, 11527 Athens, Greece
| | - Vasilios Mantas
- grid.5216.00000 0001 2155 08001st Department of Psychiatry, National and Kapodistrian University of Athens, Medical School, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece
| | - Eva Kalantzi
- grid.5216.00000 0001 2155 08001st Department of Psychiatry, National and Kapodistrian University of Athens, Medical School, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece
| | - Kalliopi Korobili
- grid.5216.00000 0001 2155 08001st Department of Psychiatry, National and Kapodistrian University of Athens, Medical School, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece
| | - Lida-Alkisti Xenaki
- grid.5216.00000 0001 2155 08001st Department of Psychiatry, National and Kapodistrian University of Athens, Medical School, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece
| | - Georgia Vassiliou
- grid.5216.00000 0001 2155 08001st Department of Psychiatry, National and Kapodistrian University of Athens, Medical School, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece
| | - Charalambos Papageorgiou
- grid.5216.00000 0001 2155 08001st Department of Psychiatry, National and Kapodistrian University of Athens, Medical School, “Eginition” Hospital, 72-74 Vas. Sofias Ave, 11528 Athens, Greece
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Pacífico MC, de Paula CS, Namur VS, Lowenthal R, Bosa CA, Teixeira MCTV. Preliminary evidence of the validity process of the Autism Diagnostic Observation Schedule (ADOS): translation, cross-cultural adaptation and semantic equivalence of the Brazilian Portuguese version. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2019; 41:218-226. [PMID: 31644690 DOI: 10.1590/2237-6089-2018-0063] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 12/10/2018] [Indexed: 12/23/2022]
Abstract
OBJECTIVES To translate and back-translate the Autism Diagnostic Observation Schedule (ADOS) into Brazilian Portuguese, to assess its cross-cultural semantic equivalence, and to verify indicators of quality of the final version by analyzing the inter-rater reliability of the ADOS scores. METHODS This study had three stages: 1) translation and back-translation; 2) semantic equivalence analysis; and 3) pre-test to verify the agreement between mental health specialists and an ADOS senior examiner regarding the scoring procedure. Authorization to translate and carry out the cultural adaptation of the instrument was first obtained from the Western Psychological Services, publishers of the instrument. RESULTS The main preliminary results pointed to good equivalence between the original English version and the final version and the Brazilian version following the cultural adaptation process. Some semantic differences were found between the original version and the back-translation into English, but they did not interfere with the first translation into Portuguese or into the final version. One of the limitations of the study was the small sample size; for that reason, the inter-rater reliability of the ADOS scores between the specialists and the senior examiner using the kappa coefficient was adequate for 7 out of 10 areas. CONCLUSIONS We conclude that the creation of an official Brazilian version of ADOS will help to strengthen clinical and scientific research into ASD, and deter the use of other unauthorized versions of ADOS in the country.
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Affiliation(s)
- Maria Clara Pacífico
- Programa de Transtornos do Espectro do Autismo (PROTEA), Programa de TEA, Ambulatório, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (USP), São Paulo, SP, Brazil
| | - Cristiane Silvestre de Paula
- Programa de Pós-Graduação em Distúrbios do Desenvolvimento, Universidade Presbiteriana Mackenzie, São Paulo, SP, Brazil.,Departamento de Psiquiatria, Universidade Federal de São Paulo (UNIFESP), São Paulo, SP, Brazil
| | - Victor Santos Namur
- Programa de Pós-Graduação em Distúrbios do Desenvolvimento, Universidade Presbiteriana Mackenzie, São Paulo, SP, Brazil
| | - Rosane Lowenthal
- Programa de Pós-Graduação de Ciências da Saúde, Departamento de Saúde Mental, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, SP, Brazil.,Programa de Pós-Graduação em Saúde da Comunicação Humana, Departamento de Saúde Mental, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, SP, Brazil
| | - Cleonice Alves Bosa
- Programa de Pós-Graduação em Psicologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
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Artemios P, Areti S, Katerina P, Helen F, Eirini T, Charalambos P. Autism Spectrum Disorder and Psychiatric Comorbidity in a Patient with Myhre Syndrome. J Autism Dev Disord 2019; 49:3031-3035. [PMID: 30968316 DOI: 10.1007/s10803-019-04015-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Myhre syndrome (MS) is a connective tissue disorder with multisystem involvement with or without intellectual disability. In most cases SMAD4 mutations are reported. To date, 55 individuals have been molecularly confirmed. Autism has been proposed among associate clinical features of MS but no standardized diagnosis was available in previous cases. We report a case of a 25-year-old man with a pathogenic heterozygous SMAD4 missense mutation affecting residue Arg496 (SMAD4:p.Arg496Cys). Clinical findings are consistent with MS, commorbid with affective disorder and High Functioning Autism Spectrum Disorder confirmed by a standardized assessment procedure. The thorough clinical assessment of cases with syndromes such as MS can extend our knowledge on both the phenotypic characteristics of the syndrome and the genetic basis of autism.
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Affiliation(s)
- Pehlivanidis Artemios
- 1st Department of Psychiatry, National and Kapodistrian University of Athens Medical School, "Eginition" Hospital, Athens, Greece.
| | - Spyropoulou Areti
- 1st Department of Psychiatry, National and Kapodistrian University of Athens Medical School, "Eginition" Hospital, Athens, Greece
| | - Papanikolaou Katerina
- Department of Child Psychiatry, National and Kapodistrian University of Athens Medical School, "Agia Sophia" Children's Hospital, Athens, Greece
| | - Fryssira Helen
- Medical Genetics Choremio Research Laboratory, National and Kapodistrian University of Athens Medical School, "Agia Sophia" Children's Hospital, Athens, Greece
| | - Tsoytsoy Eirini
- Medical Genetics Choremio Research Laboratory, National and Kapodistrian University of Athens Medical School, "Agia Sophia" Children's Hospital, Athens, Greece
| | - Papageorgiou Charalambos
- 1st Department of Psychiatry, National and Kapodistrian University of Athens Medical School, "Eginition" Hospital, Athens, Greece
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Lee KS, Chung SJ, Thomas HR, Park J, Kim SH. Exploring diagnostic validity of the autism diagnostic observation schedule-2 in South Korean toddlers and preschoolers. Autism Res 2019; 12:1356-1366. [PMID: 31112376 DOI: 10.1002/aur.2125] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 03/29/2019] [Accepted: 04/29/2019] [Indexed: 01/27/2023]
Abstract
This study aims to provide the initial validity of the Autism Diagnostic Observation Schedule-2 (ADOS-2) Toddler Module and Module 1-2 for South Korean toddlers and preschoolers. Based on 143 children, the ASD group (n = 68) showed significantly higher ADOS-2 item and algorithm total scores as well as social affect and repetitive and restricted behaviors domain scores compared with children with nonspectrum (NS; n = 42) disorders and typically developing (TD; n = 33) children. Using lower algorithm cutoffs, sensitivities were excellent for the ASD versus NS/TD comparisons, ranging from 94% to 100% across different Modules. Specificities varied more, ranging from 82% to 100%. Internal consistency was strong with high item-total correlations (r of 0.6-0.9) and Cronbach's Alphas (all above 0.7). Results demonstrated promising, initial evidence for the validity of the ADOS-2 for South Korean toddlers and preschoolers from 1 to 4 years of age. The ADOS-2 could be implemented, with minimal adaptations, in research and clinical settings in South Korea. This study is one of the first steps toward validating the ADOS-2 in other Eastern countries that are in great need for a valid instrument for the detection of ASD. Autism Res 2019, 12: 1356-1366. © 2019 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: Results of this study demonstrated promising, initial evidence for the validity of a gold standard measure for the diagnosis of autism, the Autism Diagnostic Observation Schedule-2 (ADOS-2), for South Korean toddlers and preschoolers. The ADOS-2 could be implemented, with minimal adaptations, in research and clinical settings in South Korea. This study is one of the first steps toward validating the ADOS-2 in other Eastern countries that are in great need of a valid instrument for the detection of ASD.
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Affiliation(s)
- Kyung Sook Lee
- Department of Rehabilitation, Hanshin University, Osan, Republic of Korea
| | - Suk Jin Chung
- Sewon Infant & Child Development Center, Seoul, Republic of Korea
| | - Hannah R Thomas
- Center for Autism and the Developing Brain, Weill Cornell Medicine, White Plains, New York
| | - Jinah Park
- Sewon Infant & Child Development Center, Seoul, Republic of Korea
| | - So Hyun Kim
- Center for Autism and the Developing Brain, Weill Cornell Medicine, White Plains, New York
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Puerto E, Aguilar J, López C, Chávez D. Using Multilayer Fuzzy Cognitive Maps to diagnose Autism Spectrum Disorder. Appl Soft Comput 2019. [DOI: 10.1016/j.asoc.2018.10.034] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Chojnicka I, Pisula E. Cross-Cultural Validation of the Polish Version of the ADI-R, Including New Algorithms for Toddlers and Young Preschoolers. Child Psychiatry Hum Dev 2019; 50:591-604. [PMID: 30661145 PMCID: PMC6589143 DOI: 10.1007/s10578-018-00865-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Autism Diagnostic Interview-Revised (ADI-R) is one of the most widely used standardized diagnostic instruments for autism spectrum disorder (ASD). This article presents findings from the validation of the Polish version of the Autism Diagnostic Interview-Revised (ADI-R-PL), including new algorithms for toddlers and preschoolers. The validation group consisted of 125 participants: 65 with Autism Spectrum Disorder (ASD group) and 60 in the control group, including individuals with non-ASD disorders and typical development. The normalization group consisted of 178 participants, including 118 with ASD. The ADI-R-PL was found to have good psychometric properties. Confirmatory factor analysis supported both a bifactor structure and three-factor model. The study has generated preliminary information about the psychometric properties of the new algorithms for toddlers and young preschoolers. To the best of our knowledge, this paper is the first to propose new cutoffs in three ADI-R domains for a non-English-speaking population.
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Affiliation(s)
- Izabela Chojnicka
- Department of Health and Rehabilitation Psychology, Faculty of Psychology, University of Warsaw, Stawki 5/7, 00-183, Warsaw, Poland.
| | - Ewa Pisula
- Department of Health and Rehabilitation Psychology, Faculty of Psychology, University of Warsaw, Stawki 5/7, 00-183, Warsaw, Poland
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Diagnostic accuracy of the ADOS and ADOS-2 in clinical practice. Eur Child Adolesc Psychiatry 2018; 27:1193-1207. [PMID: 29560529 DOI: 10.1007/s00787-018-1143-y] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 03/09/2018] [Indexed: 12/22/2022]
Abstract
The Autism Diagnostic Observation Schedule is a semi-structured, standardized assessment tool for individuals with suspected autism spectrum disorders (ASD) and is deemed to be part of the gold standard for diagnostic evaluation. Good diagnostic accuracy and interpersonal objectivity have been demonstrated for the ADOS in research setting. The question arises whether this is also true for daily clinical practice and whether diagnostic accuracy depends on specialized experience in the diagnostic evaluation. The present study explores the diagnostic accuracy of the original and the revised version of the ADOS for Modules 1 through 4. Thus, seven cases of ADOS executions were recorded and coded by a group of experts of specialized outpatient clinics for ASD. In an extensive consensus process, including video analysis of every minute of the ADOS executions, a "gold standard" coding for every case was defined. The videos of the ADOS administration were presented to a large group of clinicians (from daily clinical routine care) and their codings (n = 189) were obtained and analysed. Variance of coding and congruence with the expert coding were determined. High variance was found in the codings. The accuracy of the coding depends on the experience of the coder with the ADOS as well as on characteristics of the cases and the quality of the administration of the ADOS. Specialization in the diagnostic of ASD has to be claimed. Specialized outpatient clinics for ASD are required which guarantee a qualified diagnostic/differential diagnostic and case management with the aim of demand-oriented supply of individual cases.
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Randall M, Egberts KJ, Samtani A, Scholten RJPM, Hooft L, Livingstone N, Sterling‐Levis K, Woolfenden S, Williams K. Diagnostic tests for autism spectrum disorder (ASD) in preschool children. Cochrane Database Syst Rev 2018; 7:CD009044. [PMID: 30075057 PMCID: PMC6513463 DOI: 10.1002/14651858.cd009044.pub2] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Autism spectrum disorder (ASD) is a behaviourally diagnosed condition. It is defined by impairments in social communication or the presence of restricted or repetitive behaviours, or both. Diagnosis is made according to existing classification systems. In recent years, especially following publication of the Diagnostic and Statistical Manual of Mental Disorders - Fifth Edition (DSM-5; APA 2013), children are given the diagnosis of ASD, rather than subclassifications of the spectrum such as autistic disorder, Asperger syndrome, or pervasive developmental disorder - not otherwise specified. Tests to diagnose ASD have been developed using parent or carer interview, child observation, or a combination of both. OBJECTIVES Primary objectives1. To identify which diagnostic tools, including updated versions, most accurately diagnose ASD in preschool children when compared with multi-disciplinary team clinical judgement.2. To identify how the best of the interview tools compare with CARS, then how CARS compares with ADOS.a. Which ASD diagnostic tool - among ADOS, ADI-R, CARS, DISCO, GARS, and 3di - has the best diagnostic test accuracy?b. Is the diagnostic test accuracy of any one test sufficient for that test to be suitable as a sole assessment tool for preschool children?c. Is there any combination of tests that, if offered in sequence, would provide suitable diagnostic test accuracy and enhance test efficiency?d. If data are available, does the combination of an interview tool with a structured observation test have better diagnostic test accuracy (i.e. fewer false-positives and fewer false-negatives) than either test alone?As only one interview tool was identified, we modified the first three aims to a single aim (Differences between protocol and review): This Review evaluated diagnostic tests in terms of sensitivity and specificity. Specificity is the most important factor for diagnosis; however, both sensitivity and specificity are of interest in this Review because there is an inherent trade-off between these two factors.Secondary objectives1. To determine whether any diagnostic test has greater diagnostic test accuracy for age-specific subgroups within the preschool age range. SEARCH METHODS In July 2016, we searched CENTRAL, MEDLINE, Embase, PsycINFO, 10 other databases, and the reference lists of all included publications. SELECTION CRITERIA Publications had to: 1. report diagnostic test accuracy for any of the following six included diagnostic tools: Autism Diagnostic Interview - Revised (ADI-R), Gilliam Autism Rating Scale (GARS), Diagnostic Interview for Social and Communication Disorder (DISCO), Developmental, Dimensional, and Diagnostic Interview (3di), Autism Diagnostic Observation Schedule - Generic (ADOS), and Childhood Autism Rating Scale (CARS); 2. include children of preschool age (under six years of age) suspected of having an ASD; and 3. have a multi-disciplinary assessment, or similar, as the reference standard.Eligible studies included cohort, cross-sectional, randomised test accuracy, and case-control studies. The target condition was ASD. DATA COLLECTION AND ANALYSIS Two review authors independently assessed all studies for inclusion and extracted data using standardised forms. A third review author settled disagreements. We assessed methodological quality using the QUADAS-2 instrument (Quality Assessment of Studies of Diagnostic Accuracy - Revised). We conducted separate univariate random-effects logistical regressions for sensitivity and specificity for CARS and ADI-R. We conducted meta-analyses of pairs of sensitivity and specificity using bivariate random-effects methods for ADOS. MAIN RESULTS In this Review, we included 21 sets of analyses reporting different tools or cohorts of children from 13 publications, many with high risk of bias or potential conflicts of interest or a combination of both. Overall, the prevalence of ASD for children in the included analyses was 74%.For versions and modules of ADOS, there were 12 analyses with 1625 children. Sensitivity of ADOS ranged from 0.76 to 0.98, and specificity ranged from 0.20 to 1.00. The summary sensitivity was 0.94 (95% confidence interval (CI) 0.89 to 0.97), and the summary specificity was 0.80 (95% CI 0.68 to 0.88).For CARS, there were four analyses with 641 children. Sensitivity of CARS ranged from 0.66 to 0.89, and specificity ranged from 0.21 to 1.00. The summary sensitivity for CARS was 0.80 (95% CI 0.61 to 0.91), and the summary specificity was 0.88 (95% CI 0.64 to 0.96).For ADI-R, there were five analyses with 634 children. Sensitivity for ADI-R ranged from 0.19 to 0.75, and specificity ranged from 0.63 to 1.00. The summary sensitivity for the ADI-R was 0.52 (95% CI 0.32 to 0.71), and the summary specificity was 0.84 (95% CI 0.61 to 0.95).Studies that compared tests were few and too small to allow clear conclusions.In two studies that included analyses for both ADI-R and ADOS, tests scored similarly for sensitivity, but ADOS scored higher for specificity. In two studies that included analyses for ADI-R, ADOS, and CARS, ADOS had the highest sensitivity and CARS the highest specificity.In one study that explored individual and additive sensitivity and specificity of ADOS and ADI-R, combining the two tests did not increase the sensitivity nor the specificity of ADOS used alone.Performance for all tests was lower when we excluded studies at high risk of bias. AUTHORS' CONCLUSIONS We observed substantial variation in sensitivity and specificity of all tests, which was likely attributable to methodological differences and variations in the clinical characteristics of populations recruited.When we compared summary statistics for ADOS, CARS, and ADI-R, we found that ADOS was most sensitive. All tools performed similarly for specificity. In lower prevalence populations, the risk of falsely identifying children who do not have ASD would be higher.Now available are new versions of tools that require diagnostic test accuracy assessment, ideally in clinically relevant situations, with methods at low risk of bias and in children of varying abilities.
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Affiliation(s)
- Melinda Randall
- The Royal Children's HospitalDepartment of Occupational Therapy50 Flemington RoadParkvilleVictoriaAustralia3052
- The University of MelbourneDepartment of PaediatricsParkvilleAustralia
| | | | - Aarti Samtani
- UNSW SydneyUNSW MedicineHigh StreetKensingtonNew South WalesAustralia2052
| | - Rob JPM Scholten
- Julius Center for Health Sciences and Primary Care / University Medical Center UtrechtCochrane NetherlandsRoom Str. 6.126P.O. Box 85500UtrechtNetherlands3508 GA
| | - Lotty Hooft
- Julius Center for Health Sciences and Primary Care / University Medical Center UtrechtCochrane NetherlandsRoom Str. 6.126P.O. Box 85500UtrechtNetherlands3508 GA
| | - Nuala Livingstone
- CochraneEditorial & Methods DepartmentSt Albans House57‐59 HaymarketLondonUKSW1Y 4QX
| | - Katy Sterling‐Levis
- University of New South Wales & Sydney Children's HospitalSchool of Women's and Children's HealthRandwickNSWAustralia
| | - Susan Woolfenden
- Sydney Children's Hospital NetworkHigh StreetRandwickNSWAustralia2031
- UNSW SydneySchool of Women's & Children's Health, UNSW MedicineHigh StreetKensingtonNew South WalesAustralia2052
| | - Katrina Williams
- The University of MelbourneDepartment of PaediatricsParkvilleAustralia
- The Royal Children's HospitalDepartment of Neurodevelopment and Disability50 Flemington RdParkvilleVictoriaAustralia3052
- Murdoch Children's Research InstituteParkvilleAustralia
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Chojnicka I, Pisula E. Adaptation and Validation of the ADOS-2, Polish Version. Front Psychol 2017; 8:1916. [PMID: 29163293 PMCID: PMC5681938 DOI: 10.3389/fpsyg.2017.01916] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 10/16/2017] [Indexed: 11/13/2022] Open
Abstract
Autism Diagnostic Observation Schedule (ADOS) is one of the most popular instruments used world-widely in the diagnosis of autism spectrum disorders (ASD). Unfortunately, there are only a few studies of the psychometric properties of non-English language versions of this instrument and none of the adaptation of its second edition (ADOS-2). The objective of this study was to verify the psychometric properties of the Polish version of the Autism Diagnostic Observation Schedule, Second Edition (ADOS-2-PL). The authors recruited 401 participants: 193 with ASDs (ASD group) and 78 with non-spectrum disorders, plus 130 typically developing participants (control group). ADOS-2-PL was found to have high interrater reliability, internal consistency and test-retest reliability. Confirmatory factor analysis confirmed a good fit of the Polish data to the two-factor model of ADOS-2. As no significant differences were found between participants with childhood autism and other ASDs, only one cut-off was established for Modules 1-4. The sensitivity, specificity and positive predictive value of ADOS-2-PL are high: sensitivity was over 90% (only for the "Older with some words" algorithm in the Toddler Module the sensitivity was 71% and "Aged 5 years or older" algorithm in Module 2 sensitivity was 84%), specificity was above 80% (with the exception of the Module 4 and Module 2 "Aged 5 years or older" algorithm where it was above 70%). The results support the use of ADOS-2-PL in clinical practice and scientific research. To the best of our knowledge, there have been no reports to date about adaptations of ADOS-2 and the psychometric properties of non-English language versions. As such, this constitutes the first attempt at adapting ADOS-2, and its results could be of interest for researchers outside of Poland.
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Affiliation(s)
| | - Ewa Pisula
- Faculty of Psychology, University of Warsaw, Warsaw, Poland
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What is the association between ADI-R scores and final diagnosis of autism in an all IQ adult autism diagnostic service? ADVANCES IN AUTISM 2017. [DOI: 10.1108/aia-05-2017-0012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Fusar-Poli L, Brondino N, Rocchetti M, Panisi C, Provenzani U, Damiani S, Politi P. Diagnosing ASD in Adults Without ID: Accuracy of the ADOS-2 and the ADI-R. J Autism Dev Disord 2017; 47:3370-3379. [DOI: 10.1007/s10803-017-3258-2] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Vanegas SB, Magaña S, Morales M, McNamara E. Clinical Validity of the ADI-R in a US-Based Latino Population. J Autism Dev Disord 2016; 46:1623-35. [PMID: 26742934 DOI: 10.1007/s10803-015-2690-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The Autism Diagnostic Interview-Revised (ADI-R) has been validated as a tool to aid in the diagnosis of Autism; however, given the growing diversity in the United States, the ADI-R must be validated for different languages and cultures. This study evaluates the validity of the ADI-R in a US-based Latino, Spanish-speaking population of 50 children and adolescents with ASD and developmental disability. Sensitivity and specificity of the ADI-R as a diagnostic tool were moderate, but lower than previously reported values. Validity of the social reciprocity and restrictive and repetitive behaviors domains was high, but low in the communication domain. Findings suggest that language discordance between caregiver and child may influence reporting of communication symptoms and contribute to lower sensitivity and specificity.
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Affiliation(s)
- Sandra B Vanegas
- Department of Disability and Human Development, University of Illinois at Chicago, M/C 626, 1640 W. Roosevelt Rd., Chicago, IL, 60608, USA.
| | - Sandra Magaña
- Department of Disability and Human Development, University of Illinois at Chicago, M/C 626, 1640 W. Roosevelt Rd., Chicago, IL, 60608, USA
| | - Miguel Morales
- Department of Disability and Human Development, University of Illinois at Chicago, M/C 626, 1640 W. Roosevelt Rd., Chicago, IL, 60608, USA
| | - Ellyn McNamara
- Department of Disability and Human Development, University of Illinois at Chicago, M/C 626, 1640 W. Roosevelt Rd., Chicago, IL, 60608, USA
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McMahon CM, Henderson HA, Newell L, Jaime M, Mundy P. Metacognitive Awareness of Facial Affect in Higher-Functioning Children and Adolescents with Autism Spectrum Disorder. J Autism Dev Disord 2016; 46:882-98. [PMID: 26496991 DOI: 10.1007/s10803-015-2630-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Higher-functioning participants with and without autism spectrum disorder (ASD) viewed a series of face stimuli, made decisions regarding the affect of each face, and indicated their confidence in each decision. Confidence significantly predicted accuracy across all participants, but this relation was stronger for participants with typical development than participants with ASD. In the hierarchical linear modeling analysis, there were no differences in face processing accuracy between participants with and without ASD, but participants with ASD were more confident in their decisions. These results suggest that individuals with ASD have metacognitive impairments and are overconfident in face processing. Additionally, greater metacognitive awareness was predictive of better face processing accuracy, suggesting that metacognition may be a pivotal skill to teach in interventions.
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Affiliation(s)
- Camilla M McMahon
- Psychology Department, Hamilton College, 198 College Hill Road, Clinton, NY, 13323, USA.
| | - Heather A Henderson
- Department of Psychology, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
| | - Lisa Newell
- Department of Psychology, Indiana University of Pennsylvania, 1020 Oakland Avenue, Indiana, PA, 15705, USA
| | - Mark Jaime
- Division of Science, Indiana University - Purdue University - Columbus, 4601 Central Avenue, Columbus, IN, 47203, USA
| | - Peter Mundy
- M.I.N.D. Institute, University of California - Davis, 2825 50th Street, Sacramento, CA, 95817, USA
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Pugliese CE, Kenworthy L, Bal VH, Wallace GL, Yerys BE, Maddox BB, White SW, Popal H, Armour AC, Miller J, Herrington JD, Schultz RT, Martin A, Anthony LG. Replication and Comparison of the Newly Proposed ADOS-2, Module 4 Algorithm in ASD Without ID: A Multi-site Study. J Autism Dev Disord 2016; 45:3919-31. [PMID: 26385796 DOI: 10.1007/s10803-015-2586-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Recent updates have been proposed to the Autism Diagnostic Observation Schedule-2 Module 4 diagnostic algorithm. This new algorithm, however, has not yet been validated in an independent sample without intellectual disability (ID). This multi-site study compared the original and revised algorithms in individuals with ASD without ID. The revised algorithm demonstrated increased sensitivity, but lower specificity in the overall sample. Estimates were highest for females, individuals with a verbal IQ below 85 or above 115, and ages 16 and older. Best practice diagnostic procedures should include the Module 4 in conjunction with other assessment tools. Balancing needs for sensitivity and specificity depending on the purpose of assessment (e.g., clinical vs. research) and demographic characteristics mentioned above will enhance its utility.
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Affiliation(s)
- Cara E Pugliese
- Center for Autism Spectrum Disorders & Children's National Research Institute, Children's National Health System, Washington, DC, USA.
| | - Lauren Kenworthy
- Center for Autism Spectrum Disorders & Children's National Research Institute, Children's National Health System, Washington, DC, USA
| | - Vanessa Hus Bal
- Department of Psychiatry, University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Gregory L Wallace
- Department of Speech and Hearing Sciences, George Washington University, Washington, DC, USA.,Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD, USA
| | - Benjamin E Yerys
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Psychiatry, Perelman School of Medicine - University of Pennsylvania, Philadelphia, PA, USA
| | - Brenna B Maddox
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Psychology, Virginia Tech, Blacksburg, VA, USA
| | - Susan W White
- Department of Psychology, Virginia Tech, Blacksburg, VA, USA
| | - Haroon Popal
- Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD, USA
| | - Anna Chelsea Armour
- Center for Autism Spectrum Disorders & Children's National Research Institute, Children's National Health System, Washington, DC, USA
| | - Judith Miller
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Psychiatry, Perelman School of Medicine - University of Pennsylvania, Philadelphia, PA, USA
| | - John D Herrington
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Psychiatry, Perelman School of Medicine - University of Pennsylvania, Philadelphia, PA, USA
| | - Robert T Schultz
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Pediatrics, University of Pennsylvania, Philadelphia, PA, USA
| | - Alex Martin
- Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD, USA
| | - Laura Gutermuth Anthony
- Center for Autism Spectrum Disorders & Children's National Research Institute, Children's National Health System, Washington, DC, USA
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30
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Lim L, Chantiluke K, Cubillo AI, Smith AB, Simmons A, Mehta MA, Rubia K. Disorder-specific grey matter deficits in attention deficit hyperactivity disorder relative to autism spectrum disorder. Psychol Med 2015; 45:965-76. [PMID: 25229248 PMCID: PMC4413819 DOI: 10.1017/s0033291714001974] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Revised: 07/20/2014] [Accepted: 07/21/2014] [Indexed: 01/13/2023]
Abstract
BACKGROUND Attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) are two common childhood disorders that exhibit genetic and behavioural overlap and have abnormalities in similar brain systems, in particular in frontal and cerebellar regions. This study compared the two neurodevelopmental disorders to investigate shared and disorder-specific structural brain abnormalities. METHOD Forty-four predominantly medication-naïve male adolescents with ADHD, 19 medication-naïve male adolescents with ASD and 33 age-matched healthy male controls were scanned using high-resolution T1-weighted volumetric imaging in a 3-T magnetic resonance imaging (MRI) scanner. Voxel-based morphometry (VBM) was used to test for group-level differences in structural grey matter (GM) and white matter (WM) volumes. RESULTS There was a significant group difference in the GM of the right posterior cerebellum and left middle/superior temporal gyrus (MTG/STG). Post-hoc analyses revealed that this was due to ADHD boys having a significantly smaller right posterior cerebellar GM volume compared to healthy controls and ASD boys, who did not differ from each other. ASD boys had a larger left MTG/STG GM volume relative to healthy controls and at a more lenient threshold relative to ADHD boys. CONCLUSIONS The study shows for the first time that the GM reduction in the cerebellum in ADHD is disorder specific relative to ASD whereas GM enlargement in the MTG/STG in ASD may be disorder specific relative to ADHD. This study is a first step towards elucidating disorder-specific structural biomarkers for these two related childhood disorders.
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Affiliation(s)
- L. Lim
- Department of Child and Adolescent
Psychiatry, Institute of Psychiatry,
King's College London, UK
- Department of Psychological Medicine,
Yong Loo Lin School of Medicine, National
University of Singapore, Singapore
| | - K. Chantiluke
- Department of Child and Adolescent
Psychiatry, Institute of Psychiatry,
King's College London, UK
| | - A. I. Cubillo
- Department of Child and Adolescent
Psychiatry, Institute of Psychiatry,
King's College London, UK
| | - A. B. Smith
- Department of Child and Adolescent
Psychiatry, Institute of Psychiatry,
King's College London, UK
| | - A. Simmons
- Department of Neuroimaging,
Institute of Psychiatry, King's College London,
UK
- NIHR Biomedical Research Centre at South London
and Maudsley NHS Foundation Trust (SLaM), London,
UK
| | - M. A. Mehta
- Department of Neuroimaging,
Institute of Psychiatry, King's College London,
UK
| | - K. Rubia
- Department of Child and Adolescent
Psychiatry, Institute of Psychiatry,
King's College London, UK
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31
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Sun X, Allison C, Auyeung B, Matthews FE, Zhang Z, Baron-Cohen S, Brayne C. Comparison between a Mandarin Chinese version of the Childhood Autism Spectrum Test and the Clancy Autism Behaviour Scale in mainland China. RESEARCH IN DEVELOPMENTAL DISABILITIES 2014; 35:1599-1608. [PMID: 24769432 DOI: 10.1016/j.ridd.2014.02.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2013] [Revised: 02/09/2014] [Accepted: 02/14/2014] [Indexed: 06/03/2023]
Abstract
A Mandarin Chinese version of the Childhood Autism Spectrum Test (CAST) and Clancy Autism Behaviour Scale (CABS) were applied to 150 children aged 4-11 years old from clinical settings and mainstream schools in Beijing. All the children were further assessed using the Autism Diagnostic Observation Schedule (ADOS) and the Autism Diagnostic Interview-Revised (ADI-R). The validity of two instruments on screening of ASC was examined and compared using receiver operating characteristic (ROC) curve analysis. The validity of CAST (sensitivity: 89%, specificity: 80%, PPV: 70%) was better than the CABS (sensitivity: 58%, specificity: 84%, PPV: 65%). The area under the curve (AUC) of the CAST (AUC=0.90) was significantly higher than the CABS (AUC=0.79, p=0.0002). The Mandarin CAST demonstrated a better validity in distinguishing children with ASC from children without ASC. It is an acceptable candidate as a screening instrument for ASC in large epidemiological study in Chinese population.
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Affiliation(s)
- Xiang Sun
- Cambridge Institute of Public Health, University of Cambridge School of Clinical Medicine, Forvie Site, Cambridge Biomedical Campus, Cambridge, CB2 0SR, UK; Autism Research Centre, Department of Psychiatry, University of Cambridge, Douglas House, 18b Trumpington Road, CB2 2AH, UK; The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, NT, Hong Kong.
| | - Carrie Allison
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Douglas House, 18b Trumpington Road, CB2 2AH, UK
| | - Bonnie Auyeung
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Douglas House, 18b Trumpington Road, CB2 2AH, UK; Department of Psychology, University of Edinburgh, EH8 9JZ, UK
| | - Fiona E Matthews
- MRC Biostatistics Unit, Cambridge Institute of Public Health, Forvie Site, Robinson Way, CB2 0SR, UK
| | - Zhixiang Zhang
- Paediatrics Department, Peking University First Hospital, No. 8, Xishiku Avenue, Xicheng District, Beijing 100034, China
| | - Simon Baron-Cohen
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Douglas House, 18b Trumpington Road, CB2 2AH, UK
| | - Carol Brayne
- Cambridge Institute of Public Health, University of Cambridge School of Clinical Medicine, Forvie Site, Cambridge Biomedical Campus, Cambridge, CB2 0SR, UK
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32
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Pondé MP, Rousseau C, Carlos MAC. Pervasive developmental disorder in the children of immigrant parents: comparison of different assessment instruments. ARQUIVOS DE NEURO-PSIQUIATRIA 2014; 71:877-82. [PMID: 24394875 DOI: 10.1590/0004-282x20130091] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2012] [Revised: 04/25/2013] [Accepted: 05/02/2013] [Indexed: 11/22/2022]
Abstract
The objective of this study was to describe how the Childhood Autism Rating Scale (CARS) behaves in relation to the Autism Diagnostic Observation Schedule (ADOS) and to clinical diagnosis based on the criteria defined in the Diagnostic and Statistical Manual of Mental Disorders, 4 th Edition (DSM-IV) for children of immigrant parents. Forty-nine children of parents who had immigrated to Canada were evaluated. In this sample, the ADOS and the DSM-IV showed complete agreement. Using the standard cut-off point of 30, the CARS showed high specificity and poor sensitivity. The study proposes a cut-off point for the CARS that would include pervasive developmental disorder - not otherwise specified (PDD-NOS). Reducing the cut-off point to 20/21 increased the specificity of the instrument for this group of children without significantly reducing its sensitivity.
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Affiliation(s)
- Milena Pereira Pondé
- Bahiana School of Medicine and Public Health, Interdisciplinary Laboratory in Autism Research, Brazil, SalvadorBA
| | - Cécile Rousseau
- Division of Social and Cultural Psychiatry, McGill University, Canada, Montreal
| | - Marco Antônio Costa Carlos
- Bahiana School of Medicine and Public Health, Interdisciplinary Laboratory in Autism Research, Brazil, SalvadorBA
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33
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Adviento B, Corbin IL, Widjaja F, Desachy G, Enrique N, Rosser T, Risi S, Marco EJ, Hendren RL, Bearden CE, Rauen KA, Weiss LA. Autism traits in the RASopathies. J Med Genet 2014; 51:10-20. [PMID: 24101678 PMCID: PMC4230531 DOI: 10.1136/jmedgenet-2013-101951] [Citation(s) in RCA: 111] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Mutations in Ras/mitogen-activated protein kinase (Ras/MAPK) pathway genes lead to a class of disorders known as RASopathies, including neurofibromatosis type 1 (NF1), Noonan syndrome (NS), Costello syndrome (CS), and cardio-facio-cutaneous syndrome (CFC). Previous work has suggested potential genetic and phenotypic overlap between dysregulation of Ras/MAPK signalling and autism spectrum disorders (ASD). Although the literature offers conflicting evidence for association of NF1 and autism, there has been no systematic evaluation of autism traits in the RASopathies as a class to support a role for germline Ras/MAPK activation in ASDs. METHODS We examined the association of autism traits with NF1, NS, CS and CFC, comparing affected probands with unaffected sibling controls and subjects with idiopathic ASDs using the qualitative Social Communication Questionnaire (SCQ) and the quantitative Social Responsiveness Scale (SRS). RESULTS Each of the four major RASopathies showed evidence for increased qualitative and quantitative autism traits compared with sibling controls. Further, each RASopathy exhibited a distinct distribution of quantitative social impairment. Levels of social responsiveness show some evidence of correlation between sibling pairs, and autism-like impairment showed a male bias similar to idiopathic ASDs. CONCLUSIONS Higher prevalence and severity of autism traits in RASopathies compared to unaffected siblings suggests that dysregulation of Ras/MAPK signalling during development may be implicated in ASD risk. Evidence for sex bias and potential sibling correlation suggests that autism traits in the RASopathies share characteristics with autism traits in the general population and clinical ASD population and can shed light on idiopathic ASDs.
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Affiliation(s)
- Brigid Adviento
- Department of Psychiatry, University of California San Francisco, San Francisco, California, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, California, USA
| | - Iris L Corbin
- Department of Psychiatry, University of California San Francisco, San Francisco, California, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, California, USA
- Prenatal Diagnosis Center, Sutter Pacific Medical Foundation, San Francisco, California, USA
| | - Felicia Widjaja
- Department of Psychiatry, University of California San Francisco, San Francisco, California, USA
| | - Guillaume Desachy
- Department of Psychiatry, University of California San Francisco, San Francisco, California, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, California, USA
| | - Nicole Enrique
- Department of Psychology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, USA
| | - Tena Rosser
- Department of Neurology, Children’s Hospital Los Angeles, Los Angeles, California, USA
| | - Susan Risi
- Department of Psychiatry, University of California San Francisco, San Francisco, California, USA
| | - Elysa J Marco
- Department of Child Neurology, University of California San Francisco, San Francisco, California, USA
| | - Robert L Hendren
- Department of Psychiatry, University of California San Francisco, San Francisco, California, USA
| | - Carrie E Bearden
- Department of Psychology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, USA
- Department of Psychology, University of California Los Angeles, Los Angeles, California, USA
| | - Katherine A Rauen
- Institute for Human Genetics, University of California San Francisco, San Francisco, California, USA
- Department of Pediatrics Genetics, University of California San Francisco, San Francisco, California, USA
| | - Lauren A Weiss
- Department of Psychiatry, University of California San Francisco, San Francisco, California, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, California, USA
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Falkmer T, Anderson K, Falkmer M, Horlin C. Diagnostic procedures in autism spectrum disorders: a systematic literature review. Eur Child Adolesc Psychiatry 2013; 22:329-40. [PMID: 23322184 DOI: 10.1007/s00787-013-0375-0] [Citation(s) in RCA: 229] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Accepted: 01/02/2013] [Indexed: 11/25/2022]
Abstract
At present, 'gold standard' diagnosis of autism spectrum disorders (ASD) is a lengthy and time consuming process that requires suitably qualified multi-disciplinary team (MDT) personnel to assess behavioural, historical, and parent-report information to determine a diagnosis. A number of different tools have been developed to assist in determination. To optimise the diagnostic procedures, the best diagnostic instruments need to be identified. This study is a systematic review addressing the accuracy, reliability, validity and utility of reported diagnostic tools and assessments. To be included in this review, studies must have (1) identified an ASD diagnostic tool; (2) investigated either diagnostic procedure or the tools or personnel required; (3) be presented in English; (4) be conducted in the Western world; (5) be one of three types of studies [adapted from Samtani et al. in Cochrane Database Syst Rev 3:1-13, 2011], viz. (a) cohort studies or cross-sectional studies, (b) randomised studies of test accuracy, (c) case-control studies. MEDLINE, PsychINFO, Scopus, EMBASE, and Cochrane Library databases were scrutinised for relevant literature published from 2000 inclusive on 20th January 2012. In total, 68 articles were included. 17 tools were assessed. However, many lacked an evidence base of high quality-independent studies. The Autism Diagnostic Interview-Revised (ADI-R) and Autism Diagnostic Observation Schedule (ADOS) stood out with the largest evidence base and highest sensitivity and specificity. When the ADI-R and ADOS were used in combination they revealed levels of accuracy very similar to the correct classification rates for the current 'gold standard' diagnostic procedure viz. 80.8% for ASD. There is scope for future studies on the use of the ADI-R and ADOS in combination.
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Affiliation(s)
- Torbjörn Falkmer
- School of Occupational Therapy and Social Work, Faculty of Health Sciences, Curtin Health Innovation Research Institute, Curtin University, GPO Box U1987, Perth, WA 6845, Australia.
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Sappok T, Diefenbacher A, Budczies J, Schade C, Grubich C, Bergmann T, Bölte S, Dziobek I. Diagnosing autism in a clinical sample of adults with intellectual disabilities: how useful are the ADOS and the ADI-R? RESEARCH IN DEVELOPMENTAL DISABILITIES 2013; 34:1642-1655. [PMID: 23475013 DOI: 10.1016/j.ridd.2013.01.028] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2012] [Revised: 01/29/2013] [Accepted: 01/29/2013] [Indexed: 06/01/2023]
Abstract
Intellectual disability (ID) and autism spectrum disorder (ASD) are frequently co-occurring conditions. Carefully diagnosing ASD in individuals with ID would allow for more tailored clinical interventions that would improve mental health and quality of life. In this study, we evaluated the psychometric properties of the Autism Diagnostic Observation Schedule (ADOS) and the Autism Diagnostic Interview-Revised (ADI-R) in a clinical sample of 79 adults with ID who were suspected of also having ASD. In the testable cases (68%), the ADOS was over-inclusive (specificity 45%) but highly sensitive (100%) of ASD. In the ADI-R, the feasibility was 37%, with a sensitivity of 88% and a specificity of 80%. Previously proposed adaptations of the ADOS algorithm were evaluated, and new items and tasks were suggested. The ADOS and the ADI-R were found to be valuable diagnostic tools for adults with ID. Adjustments of the setting and the tasks may further improve their feasibility and specificity.
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Affiliation(s)
- Tanja Sappok
- Ev. Krankenhaus Königin-Elisabeth-Herzberge, Berlin, Germany.
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Nakanishi M, Deardorff MA, Clark D, Levy SE, Krantz I, Pipan M. Investigation of autistic features among individuals with mild to moderate Cornelia de Lange syndrome. Am J Med Genet A 2012; 158A:1841-7. [PMID: 22740374 DOI: 10.1002/ajmg.a.34014] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2009] [Accepted: 02/14/2011] [Indexed: 11/11/2022]
Abstract
Cornelia de Lange syndrome (CdLS) is a congenital disorder characterized by distinctive facial features, growth retardation, limb abnormalities, intellectual disability, and behavioral problems. Autism has been reported to occur frequently in CdLS, but the frequency of autism in individuals with the milder CdLS phenotype is not well studied. We investigated autistic features by using a screening tool and a diagnostic interview in 49 individuals with the mild to moderate phenotype from a CdLS research database at the Children's Hospital of Philadelphia. The Social Communication Questionnaire (SCQ), a screening instrument for autistic disorder, was completed for all individuals. For individuals who screened positive and a subset of those that screened negative, the Autism Diagnostic Interview-Revised (ADI-R) was administered. Autistic symptom severity was not significantly different by gender, age groups, and genotypes. There was a significant correlation between higher levels of adaptive functioning and lower scores of autistic symptoms. The estimated prevalence of significant autistic features by ADI-R criteria was 43% in our cohort of individuals with the mild to moderate CdLS phenotype, which suggests that prevalence of autistic disorder may be higher than previously described among individuals with mild to moderate phenotype of CdLS. Clinicians who take care of individuals with CdLS should have a high index of suspicion for autistic features, and refer for further evaluation when these features are present in order to expedite appropriate intervention.
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Affiliation(s)
- Mariko Nakanishi
- Division of Child Development, Rehabilitation, and Metabolic Disease, The Children's Hospital of Philadelphia, and University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania 19104, USA.
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Fisch GS. Nosology and epidemiology in autism: classification counts. AMERICAN JOURNAL OF MEDICAL GENETICS PART C-SEMINARS IN MEDICAL GENETICS 2012; 160C:91-103. [PMID: 22499526 DOI: 10.1002/ajmg.c.31325] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Since its initial description by Kanner in 1943, the criteria by which a diagnosis of autism or autism-like disorders was made--and their alleged etiologies portrayed--have undergone manifold changes, from a psychiatric disorder engendered by "refridgerator" parents to a neurodevelopmental disability produced in the main by genetic abnormalities. In addition, the behavioral characterization of autism has also entered the public consciousness and professional domains increasingly in the past 30 years, the effects of which we are continually coming to terms. A diagnosis of autism that once seemed quite unusual is now considered almost epidemic. Increasing numbers of individuals diagnosed with autism and related pervasive developmental disabilities will, in turn, affect the calculated prevalence of the disorder. In this essay, I attempt to account for the increasing prevalence of autism and autism-related disorders by examining its changing criteria, the individuals and instruments used to make the diagnosis, the reliability and validity of same, and the sample sizes and other aspects of the methodology needed to make an accurate estimate of its prevalence.
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Affiliation(s)
- Gene S Fisch
- Department of Epidemiology and Health Promotion, NYU Colleges of Dentistry and Nursing, 250 Park Ave. S., 6th fl., New York, NY 10003, USA.
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38
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Pinto-Martin JA, Levy SE, Feldman JF, Lorenz JM, Paneth N, Whitaker AH. Prevalence of autism spectrum disorder in adolescents born weighing <2000 grams. Pediatrics 2011; 128:883-91. [PMID: 22007018 PMCID: PMC3208957 DOI: 10.1542/peds.2010-2846] [Citation(s) in RCA: 130] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE To estimate the diagnostic prevalence of autism spectrum disorders (ASDs) in a low birth weight (LBW) cohort. METHODS Participants belonged to a regional birth cohort of infants (N = 1105) born weighing <2000 g between October 1, 1984, and July 3, 1989, and followed up by periodic assessments to 21 years of age. At 16 years (n = 623), adolescents were screened for ASD using a wide net (previous professional diagnosis of an ASD or a score above a liberal cutoff on the Social Communication Questionnaire or the Autism Spectrum Symptoms Questionnaire). At 21 years (n = 189), 60% of screen positives and 24% of screen negatives were assessed for diagnoses of ASD by the Autism Diagnostic Observation Schedule or the Autism Diagnostic Interview-Revised. RESULTS Samples retained at ages 16 and 21 years were representative of samples assessed at earlier ages except for lower levels of social risk. Of positive screens, 11 of 70 had ASD; of negative screens, 3 of 119 had ASD. The fractions of the 2 screening groups with ASD (14.3% in screen-positives and 2.5% in screen negatives) were weighted by fractions of screen-positives and screen-negatives among the adolescents (18.8% and 81.2%, respectively). This calculation produced an estimated prevalence rate of ASD in the entire cohort of 5% (31 of 623). CONCLUSIONS The diagnostic prevalence of ASD in this LBW preterm cohort was higher than that reported by the Centers for Disease Control and Prevention for 8-year-olds in the general US population in 2006.
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Affiliation(s)
| | - Susan E. Levy
- Children's Hospital of Philadelphia, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Judith F. Feldman
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Columbia University Medical Center, New York State Psychiatric Institute, New York, New York
| | - John M. Lorenz
- Department of Pediatrics, College of Physicians and Surgeons, Columbia University, New York, New York; and
| | - Nigel Paneth
- Departments of Epidemiology and Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, Michigan
| | - Agnes H. Whitaker
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Columbia University Medical Center, New York State Psychiatric Institute, New York, New York
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39
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Bastiaansen JA, Meffert H, Hein S, Huizinga P, Ketelaars C, Pijnenborg M, Bartels A, Minderaa R, Keysers C, de Bildt A. Diagnosing autism spectrum disorders in adults: the use of Autism Diagnostic Observation Schedule (ADOS) module 4. J Autism Dev Disord 2011; 41:1256-66. [PMID: 21153873 PMCID: PMC3156304 DOI: 10.1007/s10803-010-1157-x] [Citation(s) in RCA: 134] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Autism Diagnostic Observation Schedule (ADOS) module 4 was investigated in an independent sample of high-functioning adult males with an autism spectrum disorder (ASD) compared to three specific diagnostic groups: schizophrenia, psychopathy, and typical development. ADOS module 4 proves to be a reliable instrument with good predictive value. It can adequately discriminate ASD from psychopathy and typical development, but is less specific with respect to schizophrenia due to behavioral overlap between autistic and negative symptoms. However, these groups differ on some core items and explorative analyses indicate that a revision of the algorithm in line with Gotham et al. (J Autism Dev Disord 37: 613-627, 2007) could be beneficial for discriminating ASD from schizophrenia.
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Affiliation(s)
- Jojanneke A Bastiaansen
- Social Brain Lab, Department of Neuroscience, University Medical Center, Groningen, Hanzeplein 1, 9700 RB Groningen, the Netherlands.
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40
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Zhang B, Angelidou A, Alysandratos KD, Vasiadi M, Francis K, Asadi S, Theoharides A, Sideri K, Lykouras L, Kalogeromitros D, Theoharides TC. Mitochondrial DNA and anti-mitochondrial antibodies in serum of autistic children. J Neuroinflammation 2010; 7:80. [PMID: 21083929 PMCID: PMC3001695 DOI: 10.1186/1742-2094-7-80] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2010] [Accepted: 11/17/2010] [Indexed: 12/17/2022] Open
Abstract
Autism spectrum disorders (ASD) are neurodevelopmental disorders characterized by difficulties in communication, cognitive and learning deficits, as well as stereotypic behaviors. For the majority of cases there are no reliable biomarkers or distinct pathogenesis. However, increasing evidence indicates ASD may be associated with some immune dysregulation, and may have a neuroimmune component. We recently showed that the peptide neurotensin (NT) is increased in autistic children. We now show that NT induces release of extracellular mitochondrial DNA (mtDNA) that could act as "autoimmune" trigger. We further show that serum from young autistic patients contains mtDNA (n = 20; cytochrome B, p = 0.0002 and 7S, p = 0.006), and anti-mitochondrial antibody Type 2 (n = 14; p = 0.001) as compared to normally developing, unrelated controls (n = 12). Extracellular blood mtDNA and other components may characterize an autistic endophenotype and may contribute to its pathogenesis by activating autoimmune responses.
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Affiliation(s)
- Bodi Zhang
- Laboratory of Molecular Immunopharmacology and Drug Discovery, Tufts University School of Medicine, Boston, MA, USA
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41
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Abstract
Autism is the most commonly studied of a spectrum of developmental disorders that are believed to be neurobiologically based but which, at this point, for lack of good biomarkers, are defined purely by behavior. In the last 20 years, the definition of autism has shifted in emphasis from extreme aloofness and positive signs of abnormality in repetitive and sensorimotor behaviors to a greater awareness of the importance of more subtle reciprocal social communication deficits as core features. Standard diagnostic instruments were developed for research purposes to acquire information both through caregiver interviews and direct clinical observation. Use of these instruments in clinical practice resulted in major improvements, which in turn affected research results. These results yielded further improvements that led to changes in clinical practice over time. The synergism between research and clinical practice in the understanding of autism is discussed.
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Angelidou A, Francis K, Vasiadi M, Alysandratos KD, Zhang B, Theoharides A, Lykouras L, Sideri K, Kalogeromitros D, Theoharides TC. Neurotensin is increased in serum of young children with autistic disorder. J Neuroinflammation 2010; 7:48. [PMID: 20731814 PMCID: PMC2936302 DOI: 10.1186/1742-2094-7-48] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2010] [Accepted: 08/23/2010] [Indexed: 12/12/2022] Open
Abstract
Autism spectrum disorders (ASD) are a group of pervasive neurodevelopmental disorders diagnosed in early childhood. They are associated with a set of "core symptoms" that include disabilities in social interaction skills, verbal and non-verbal communication, as well as repetitive and stereotypic behaviors. There is no definite pathogenetic mechanism or diagnostic tests. Many children with ASD also have "allergic-like" symptoms, but test negative implying mast cell activation by non-allergic triggers. We measured by Milliplex arrays serum levels of 3 neuropeptides that could stimulate mast cells in children with autistic disorder (n = 19; 16 males and 3 females; mean age 3.0 ± 0.4 years) and healthy, unrelated controls (n = 16; 13 males and 3 females; mean age 3 ± 1.2 years). Only neurotensin (NT) was significantly increased from 60.5 ± 6.0 pg/ml in controls to 105.6 ± 12.4 pg/ml in autistic disorder (p = 0.004). There was no statistically significant difference in the serum levels of β-endorphin or substance P (SP). NT could stimulate immune cells, especially mast cells, and/or have direct effects on brain inflammation and ASD.
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Affiliation(s)
- Asimenia Angelidou
- Laboratory of Molecular Immunopharmacology and Drug Discovery, Department of Pharmacology & Experimental Therapeutics, Tufts University School of Medicine, Boston, MA, USA
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43
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Abstract
Gluten-restricted diets have become increasingly popular among parents seeking treatment for children diagnosed with autism. Some of the reported response to celiac diets in children with autism may be related to amelioration of nutritional deficiency resulting from undiagnosed gluten sensitivity and consequent malabsorption. A case is presented of a 5-year-old boy diagnosed with severe autism at a specialty clinic for autistic spectrum disorders. After initial investigation suggested underlying celiac disease and varied nutrient deficiencies, a gluten-free diet was instituted along with dietary and supplemental measures to secure nutritional sufficiency. The patient's gastrointestinal symptoms rapidly resolved, and signs and symptoms suggestive of autism progressively abated. This case is an example of a common malabsorption syndrome associated with central nervous system dysfunction and suggests that in some contexts, nutritional deficiency may be a determinant of developmental delay. It is recommended that all children with neurodevelopmental problems be assessed for nutritional deficiency and malabsorption syndromes.
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