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Journal of Autism and Developmental Disorders

Gepubliceerd in:

24-07-2015 | Original Paper

Network Approach to Autistic Traits: Group and Subgroup Analyses of ADOS Item Scores

Auteurs: George M. Anderson, Farhad Montazeri, Annelies de Bildt

Gepubliceerd in: Journal of Autism and Developmental Disorders | Uitgave 10/2015

Abstract

A network conceptualization might contribute to understanding the occurrence and interacting nature of behavioral traits in the autism realm. Networks were constructed based on correlations of item scores of the Autism Diagnostic Observation Schedule for Modules 1, 2 and 3 obtained for a group of 477 Dutch individuals with developmental disorders. After combining Modules, networks were obtained and compared for male versus female, high- versus low-functioning, seizure versus non-seizure, autism spectrum disorder versus intellectual disability, and younger versus older subjects. The network visualizations and calculated network parameters provide new perspectives that generate new hypothesis and suggest follow-up studies. The approach should be useful in characterizing individuals and groups, in elucidating mechanisms of trait generation and routes to outcome phenotypes, and in suggesting points of intervention.

vorige artikel Corpus Callosum Area and Brain Volume in Autism Spectrum Disorder: Quantitative Analysis of Structural MRI from the ABIDE Database

volgende artikel Model Invariance Across Genders of the Broad Autism Phenotype Questionnaire

American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders (4th ed.). Washington, DC: American Psychiatric Publishing.

American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington: American Psychiatric Publishing.

Anderson, G. M. (2008). The potential role for emergence in autism. Autism Research, 1, 18–30.CrossRefPubMed

Anderson, G. M. (2009). The role for emergence and submergence in autism. 4th Wales’ International Autism Conference www.awares.org/conferences/show_paper.asp?section=000100010001andconferenceCode= 000200110017andid = 249andfull_paper = 1, 2009 (“Autism2009”, on-line conference, keynote paper).

Anderson, G. M. (2015). Autism biomarkers: Challenges, pitfalls and possibilities. Journal of Autism and Developmental Disorders, 45(4), 1103–1113.CrossRefPubMed

Anderson, J. S., Nielsen, J. A., Froehlich, A. L., DuBray, M. B., Druzgal, T. J., Cariello, A. N., et al. (2011). Functional connectivity magnetic resonance imaging classification of autism. Brain, 134, 3742–3754.CrossRefPubMed

Barabási, A. L. (2013). Network science. Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences, 18(371), 20120375.CrossRef

Barabási, A. L., Gulbahce, N., & Loscalzo, J. (2011). Network medicine: a network-based approach to human disease. Nature Reviews Genetics, 12, 56–68.PubMedCentralCrossRefPubMed

Barzel, B., & Barabási, A. L. (2013). Universality in network dynamics. Nature Physics, 9, 673–681. doi:10.1038/nphys2741.CrossRef

Borsboom, D., & Cramer, A. O. (2013). Network analysis: An integrative approach to the structure of psychopathology. Annual Review of Clinical Psychology, 9, 91–121.CrossRefPubMed

Bringmann, L. F., Vissers, N., Wichers, M., Geschwind, N., Kuppens, P., Peeters, F., et al. (2013). A network approach to psychopathology: New insights into clinical longitudinal data. PLoS One, 8(4), e60188.PubMedCentralCrossRefPubMed

Bunge, M. (2003). Emergence and convergence: Qualitative novelty and the unity of knowledge. Toronto: University of Toronto Press.

Cicchetti, D., & Toth, S. L. (2009). The past achievements and future promises of developmental psychopathology: The coming of age of a discipline. Journal of Child Psychology and Psychiatry, 50, 16–25.PubMedCentralCrossRefPubMed

Cramer, A. O., Waldorp, L. J., van der Maas, H. L., & Borsboom, D. (2010a). Comorbidity: A network perspective. Behavioral and Brain Sciences, 33, 137–193.CrossRefPubMed

Cramer, A. O., Waldorp, L. J., van der Maas, H. L., & Borsboom, D. (2010b). Complex realities require complex theories: Refining and extending the network approach to mental disorders. Behavioral and Brain Sciences, 33, 178–193.CrossRef

Cuccaro, M. L., Tuchman, R. F., Hamilton, K. L., Wright, H. H., Abramson, R. K., Haines, J. L., et al. (2012). Exploring the relationship between autism spectrum disorder and epilepsy using latent class cluster analysis. Journal of Autism and Developmental Disorders, 42, 1630–1641.CrossRefPubMed

Dawson, G., Estes, A., Munson, J., Schellenberg, G., Bernier, R., & Abbott, R. (2007). Quantitative assessment of autism symptom-related traits in probands and parents: Broader Phenotype Autism Symptom Scale. Journal of Autism and Developmental Disorders, 37, 523–536.CrossRefPubMed

De Bildt, A., Oosterling, I. J., Van Lang, N. D. J., Sytema, S., Minderaa, R. B., Van Engeland, H., et al. (2011). Standardized ADOS scores: Measuring severity of autism spectrum disorders in a Dutch sample. Journal of Autism and Developmental Disorders, 41, 311.PubMedCentralCrossRefPubMed

De Bildt, A., Sytema, S., Kraijer, D., & Minderaa, R. (2005). Prevalence of pervasive developmental disorders in children and adolescents with mental retardation. Journal of Child Psychology and Psychiatry, 46(3), 275–286.CrossRefPubMed

Fusar Poli, P., & Politi, P. (2008). Paul Eugen Bleuler and the birth of schizophrenia (1908). American Journal of Psychiatry, 165, 1407.CrossRefPubMed

Granic, I., & Hollenstein, T. (2003). Dynamic systems methods for models of developmental psychopathology. Development and Psychopathology, 15(3), 641–669.CrossRefPubMed

Gray, W., Duhl, F. J., & Rizzo, N. D. (Eds.). (1969). General systems theory and psychiatry. Boston: Little Brown and Co.

Happe, F., Ronald, A., & Plomin, R. (2006). Time to give up on a single explanation for autism. Nature Neuroscience, 9, 1218–1220.CrossRefPubMed

Hidalgo, C. A., Blumm, N., Barabási, A. L., & Christakis, N. A. (2009). A dynamic network approach for the study of human phenotypes. PLoS Computational Biology, 5(4), e1000353.PubMedCentralCrossRefPubMed

Kanner, L. (1943). Autistic disturbances of affective contact. Nervous Child, 2, 217–250.

Kendler, K. S., Zachar, P., & Craver, C. (2011). What kinds of things are psychiatric disorders? Psychological Medicine, 41(6), 1143–1150.CrossRefPubMed

Kobourov, S. G. (2012). Spring embedders and force-directed graph drawing algorithms, http://arxiv.org/abs/1201.3011

Liu, Y. Y., Slotine, J. J., & Barabási, A. L. (2011). Controllability of complex networks. Nature, 473, 167–173.CrossRefPubMed

Lord, C., Rutter, M., DiLavore, P. C., & Risi, S. (1999). ADOS. Autism diagnostic observation schedule. Manual.. Los Angeles: WPS.

Lord, C., Rutter, M., & Le Couteur, A. (1994). Autism diagnostic interview-revised: A revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders. Journal of Autism and Developmental Disorders, 24, 659–685.CrossRefPubMed

Lyalina, S., Percha, B., LePendu, P., Iyer, S. V., Altman, R. B., & Shah, N. H. (2013). Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records. Journal of the American Medical Informatics Association, 20, e297–e305.PubMedCentralCrossRefPubMed

McBride, P. A., Anderson, G. M., & Shapiro, T. (1996). Autism research. Bringing together approaches to pull apart the disorder. Archives of General Psychiatry, 53, 980–983.CrossRefPubMed

Mulder, E. J., Anderson, G. M., Kema, I. P., Brugman, A. M., Ketelaars, C. E., de Bildt, A., et al. (2005). Serotonin transporter intron 2 polymorphism associated with rigid-compulsive behaviors in Dutch individuals with pervasive developmental disorder. American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 133B(1), 93–96.CrossRef

Mundy, P. (1995). Joint attention and social-emotional approach behavior in children with autism. Development and Psychopathology, 7, 63–82.CrossRef

Noto, A., Fanos, V., Barberini, L., Grapov, D., Fattuoni, C., Zaffanello, M., et al. (2014). The urinary metabolomics profile of an Italian autistic children population and their unaffected siblings. The Journal of Maternal-Fetal & Neonatal Medicine, 27(Suppl 2), 46–52.CrossRef

Randolph-Gips, M., & Srinivasan, P. (2012). Modeling autism: A systems biology approach. Journal of Clinical Bioinformatics, 2(1), 17.PubMedCentralCrossRefPubMed

Richters, J. E. (1997). The Hubble hypothesis and the developmentalist’s dilemma. Development and Psychopathology, 9, 193–199.CrossRefPubMed

Ruzzano, L., Borsboom, D., & Geurts, H. M. (2015). Repetitive behaviors in autism and obsessive–compulsive disorder: New perspectives from a network analysis. Journal of Autism and Developmental Disorders, 45(1), 192–202.CrossRefPubMed

Snijders, J Th, Tellegen, P. J., Winkel, M., & Laros, J. A. (1996). SON-R 2,5-7 Snijders-Oomen Niet-verbale Intelligentietest-Revisie [SON-R 2,5-7 Snijders-Oomen Non-verbal Intelligence test-Revised]. Lisse: Swets and Zeitlinger.

Sparrow, S. S., Balla, D., & Cicchetti, D. V. (1984). Vineland Adaptive Behavior Scales (Survey ed.). Circle Pines: American Guidance Service.

van der Maas, H. L., Dolan, C. V., Grasman, R. P., Wicherts, J. M., Huizenga, H. M., & Raijmakers, M. E. (2006). A dynamical model of general intelligence: The positive manifold of intelligence by mutualism. Psychological Review, 113, 842–861.CrossRefPubMed

Van Lang, N. D., Boomsma, A., Sytema, S., De Bildt, A., Kraijer, D., Ketelaars, C., et al. (2006). Structural equation analysis of a hypothesised symptom model in the autism spectrum. Journal of Child Psychology and Psychiatry, 47, 37–44.CrossRefPubMed

van Praag, H. M. (2003). Itinerary: Concerning the professional and spiritual objectives of my life. Medical Humanities, 29, 89–96.CrossRefPubMed

Vander Steene, G., & Bos, A. (1997). Wechsler Preschool and Primary Scale of Intelligence-Revised. Vlaams-Nederlandse aanpassing. Lisse: Swets and Zeitlinger.

Vander Steene, G., Haasen, P. P., De Bruyn, E. E. J., Coetsier, P., Pijl, Y. J., Poortinga, Y. H., et al. (1986). Wechsler Intelligence Scale for Children-Revised. Nederlandstalige Uitgave. Lisse: Swets and Zeitlinger.

Veenstra-VanderWeele, J., & Blakely, R. D. (2012). Networking in autism: Leveraging genetic, biomarker and model system findings in the search for new treatments. Neuropsychopharmacology, 37, 196–212.PubMedCentralCrossRefPubMed

Voineagu, I., Wang, X., Johnston, P., Lowe, J. K., Tian, Y., Horvath, S., et al. (2011). Transcriptomic analysis of autistic brain reveals convergent molecular pathology. Nature, 474(7351), 380–384.PubMedCentralCrossRefPubMed

Waterhouse, L., & Gillberg, C. (2014). Why autism must be taken apart. Journal of Autism and Developmental Disorders, 44, 1788–1792.CrossRefPubMed

Wechsler, D. (1974). Manual for the wechsler intelligence scale for children—revised. New York: Psychological Corporation.

Wechsler, D. (1989). Wechsler preschool and primary scale of intelligence—revised. San Antonio, TX: The Psychological Corporation.

Wing, L., & Wing, J. K. (1971). Multiple impairments in early childhood autism. Journal of Autism and Childhood Schizophrenia, 1, 256–266.CrossRefPubMed

Yoon, J., Blumer, A., & Lee, K. (2006). An algorithm for modularity analysis of directed and weighted biological networks based on edge-betweenness centrality. Bioinformatics, 22, 3106–3108.CrossRefPubMed

Yordanova, J., Kolev, V., Kirov, R., & Rothenberger, A. (2010). Comorbidity in the context of neural network properties. Behavioral and Brain Sciences, 33, 176–177.CrossRefPubMed

Zhou, X., Menche, J., Barabási, A. L., & Sharma, A. (2014). Human symptoms-disease network. Nature Communications, 5, 4212.PubMed

Titel: Network Approach to Autistic Traits: Group and Subgroup Analyses of ADOS Item Scores
Auteurs: George M. Anderson
Farhad Montazeri
Annelies de Bildt
Publicatiedatum: 24-07-2015
Uitgeverij: Springer US
Gepubliceerd in: Journal of Autism and Developmental Disorders / Uitgave 10/2015
Print ISSN: 0162-3257
Elektronisch ISSN: 1573-3432
DOI: https://doi.org/10.1007/s10803-015-2537-z

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