Literature DB >> 34141364

Review of cluster analysis of phenotypic data in Autism Spectrum Disorders: distinct subtypes or a severity gradient model?

Christine K Syriopoulou-Delli1, Elpis Papaefstathiou1.   

Abstract

Background: Individuals with autism spectrum disorder (ASD) form a heterogeneous group, posing a challenge for clinical definition. Additional problems regarding the diverse clinical presentation arise from changes in diagnostic criteria according to the latest Diagnostic and Statistical Manual of Mental Disorders (DSM-5), with exclusion of individuals who met earlier criteria or inclusion of more than previously.
Objectives: To investigate studies that have attempted to reduce the heterogeneity of ASD based on cluster analysis of phenotypic data and to clarify whether ASD should be interpreted as 'a unitary spectrum,' with a severity gradient, or defined by distinct subtypes. This will allow better understanding of the disorder with implications for its treatment and prognosis.
Methods: A literature search was made through PubMed, Researchgate and Google Scholar for studies of ASD populations. In addition, reference lists from identified studies were reviewed.
Results: Only 10 studies were found that dealt with the heterogeneity of ASD and its different subtypes, based on the review prerequisites. Most of the studies appear to support the existence of subtypes within ASD, but it remains unclear whether these are considered as different specific subtypes with characteristic profiles of symptoms or as a part of a severity gradient across symptom domains. Conclusions: Drawing definitive conclusions from the published studies about the nature of ASD is difficult, due to the fundamental methodological differences among the studies and their inconsistent findings. This review shed light on a number of discrepancies regarding the current classification of ASD. However, future research will be necessary to provide a more definite answer on the question of a definition based on separate diagnostic subtypes or on a severity gradient by including larger samples that are followed longitudinal and by applying better diagnostic system and choosing the appropriate variables.
© 2019 The British Society of Developmental Disabilities.

Entities:  

Keywords:  Autism spectrum disorder; DSM-5; cluster analysis; severity gradient; subtypes

Year:  2019        PMID: 34141364      PMCID: PMC8115451          DOI: 10.1080/20473869.2018.1542561

Source DB:  PubMed          Journal:  Int J Dev Disabil        ISSN: 2047-3869


  32 in total

1.  Novel clustering of items from the Autism Diagnostic Interview-Revised to define phenotypes within autism spectrum disorders.

Authors:  Valerie W Hu; Mara E Steinberg
Journal:  Autism Res       Date:  2009-04       Impact factor: 5.216

Review 2.  Genetics of autism: overview and new directions.

Authors:  P Szatmari; M B Jones; L Zwaigenbaum; J E MacLean
Journal:  J Autism Dev Disord       Date:  1998-10

3.  'Subtypes' in the presentation of autistic traits in the general adult population.

Authors:  Colin J Palmer; Bryan Paton; Peter G Enticott; Jakob Hohwy
Journal:  J Autism Dev Disord       Date:  2015-05

4.  Behavioral phenotypic variation in autism multiplex families: evidence for a continuous severity gradient.

Authors:  Donna Spiker; Linda J Lotspeich; Sue Dimiceli; Richard M Myers; Neil Risch
Journal:  Am J Med Genet       Date:  2002-03-08

5.  Subtypes of autism by cluster analysis.

Authors:  L C Eaves; H H Ho; D M Eaves
Journal:  J Autism Dev Disord       Date:  1994-02

6.  Classifying Autism Spectrum Disorders by ADI-R: Subtypes or Severity Gradient?

Authors:  Hannah Cholemkery; Juliane Medda; Thomas Lempp; Christine M Freitag
Journal:  J Autism Dev Disord       Date:  2016-07

7.  Empirically derived subclassification of the autistic syndrome.

Authors:  B Siegel; T F Anders; R D Ciaranello; B Bienenstock; H C Kraemer
Journal:  J Autism Dev Disord       Date:  1986-09

8.  Subclassification of children with autism and pervasive developmental disorder: a questionnaire based on Wing's subgrouping scheme.

Authors:  P Castelloe; G Dawson
Journal:  J Autism Dev Disord       Date:  1993-06

9.  Specifying PDD-NOS: a comparison of PDD-NOS, Asperger syndrome, and autism.

Authors:  Darlene R Walker; Ann Thompson; Lonnie Zwaigenbaum; Jeremy Goldberg; Susan E Bryson; William J Mahoney; Christina P Strawbridge; Peter Szatmari
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2004-02       Impact factor: 8.829

10.  Investigating phenotypic heterogeneity in children with autism spectrum disorder: a factor mixture modeling approach.

Authors:  Stelios Georgiades; Peter Szatmari; Michael Boyle; Steven Hanna; Eric Duku; Lonnie Zwaigenbaum; Susan Bryson; Eric Fombonne; Joanne Volden; Pat Mirenda; Isabel Smith; Wendy Roberts; Tracy Vaillancourt; Charlotte Waddell; Teresa Bennett; Ann Thompson
Journal:  J Child Psychol Psychiatry       Date:  2012-08-01       Impact factor: 8.982

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  1 in total

1.  Exploring the profiles of children with autism spectrum disorder: association with family factors.

Authors:  Álvaro Mira; Carmen Berenguer; Belén Roselló; Inmaculada Baixauli; Ana Miranda
Journal:  Int J Dev Disabil       Date:  2019-10-25
  1 in total

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