A multisite study of the clinical diagnosis of different autism spectrum disorders.

CONTEXT Best-estimate clinical diagnoses of specific autism spectrum disorders (autistic disorder, pervasive developmental disorder-not otherwise specified, and Asperger syndrome) have been used as the diagnostic gold standard, even when information from standardized instruments is available. OBJECTIVE To determine whether the relationships between behavioral phenotypes and clinical diagnoses of different autism spectrum disorders vary across 12 university-based sites. DESIGN Multisite observational study collecting clinical phenotype data (diagnostic, developmental, and demographic) for genetic research. Classification trees were used to identify characteristics that predicted diagnosis across and within sites. SETTING Participants were recruited through 12 university-based autism service providers into a genetic study of autism. PARTICIPANTS A total of 2102 probands (1814 male probands) between 4 and 18 years of age (mean [SD] age, 8.93 [3.5] years) who met autism spectrum criteria on the Autism Diagnostic Interview-Revised and the Autism Diagnostic Observation Schedule and who had a clinical diagnosis of an autism spectrum disorder. MAIN OUTCOME MEASURE Best-estimate clinical diagnoses predicted by standardized scores from diagnostic, cognitive, and behavioral measures. RESULTS Although distributions of scores on standardized measures were similar across sites, significant site differences emerged in best-estimate clinical diagnoses of specific autism spectrum disorders. Relationships between clinical diagnoses and standardized scores, particularly verbal IQ, language level, and core diagnostic features, varied across sites in weighting of information and cutoffs. CONCLUSIONS Clinical distinctions among categorical diagnostic subtypes of autism spectrum disorders were not reliable even across sites with well-documented fidelity using standardized diagnostic instruments. Results support the move from existing subgroupings of autism spectrum disorders to dimensional descriptions of core features of social affect and fixated, repetitive behaviors, together with characteristics such as language level and cognitive function.

[1]  John O. Willis,et al.  Wechsler Abbreviated Scale of Intelligence , 2014 .

[2]  Wei-Yin Loh,et al.  Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..

[3]  C. Drew Vineland Adaptive Behavior Scales , 2010 .

[4]  Denise Thomas,et al.  Cognitive profiles for school -age children with Attention-Deficit/Hyperactivity Disorder or with Mathematics Disorder on the Differential Ability Scales -Second Edition (DAS-II) , 2010 .

[5]  C. Lord,et al.  Patterns of Growth in Adaptive Social Abilities Among Children with Autism Spectrum Disorders , 2009, Journal of abnormal child psychology.

[6]  C. Lord,et al.  Standardizing ADOS Scores for a Measure of Severity in Autism Spectrum Disorders , 2009, Journal of autism and developmental disorders.

[7]  D. Steinberg CART: Classification and Regression Trees , 2009 .

[8]  Stephen Bauer,et al.  What is Asperger syndrome? , 2009, The Journal of practical nursing.

[9]  Geraldine Dawson,et al.  A replication of the Autism Diagnostic Observation Schedule (ADOS) revised algorithms. , 2008, Journal of the American Academy of Child and Adolescent Psychiatry.

[10]  Andrew Pickles,et al.  Patterns of growth in verbal abilities among children with autism spectrum disorder. , 2007, Journal of consulting and clinical psychology.

[11]  C. Lord,et al.  The Autism Diagnostic Observation Schedule: Revised Algorithms for Improved Diagnostic Validity , 2007, Journal of autism and developmental disorders.

[12]  Geraldine Dawson,et al.  Head circumference and height in autism: A study by the collaborative program of excellence in autism , 2006, American journal of medical genetics. Part A.

[13]  C. Corsello,et al.  Combining information from multiple sources in the diagnosis of autism spectrum disorders. , 2006, Journal of the American Academy of Child and Adolescent Psychiatry.

[14]  C. Lord,et al.  Autism from 2 to 9 years of age. , 2006, Archives of general psychiatry.

[15]  Eric Fombonne,et al.  Pervasive developmental disorders in preschool children: confirmation of high prevalence. , 2005, The American journal of psychiatry.

[16]  A. Llorente,et al.  Cultural Considerations in the Use of the Wechsler Intelligence Scale for Children—Fourth Edition (WISC-IV) , 2005 .

[17]  F. Volkmar,et al.  Autism in infancy and early childhood. , 2005, Annual review of psychology.

[18]  E. Goldson Educating Children with Autism , 2004 .

[19]  F. Volkmar,et al.  Defining and quantifying the social phenotype in autism. , 2002, The American journal of psychiatry.

[20]  Tony Charman,et al.  Practitioner review: Diagnosis of autism spectrum disorder in 2- and 3-year-old children. , 2002, Journal of child psychology and psychiatry, and allied disciplines.

[21]  D. Geschwind,et al.  Evidence for a language quantitative trait locus on chromosome 7q in multiplex autism families. , 2002, American journal of human genetics.

[22]  Tristram H. Smith,et al.  A Review of Subtyping in Autism and Proposed Dimensional Classification Model , 2001, Journal of autism and developmental disorders.

[23]  W. Stone,et al.  Can autism be diagnosed accurately in children under 3 years? , 1999, Journal of child psychology and psychiatry, and allied disciplines.

[24]  Jianqing Fan,et al.  Test of Significance When Data Are Curves , 1998 .

[25]  S. Bradley-Johnson Mullen Scales of Early Learning , 1997 .

[26]  C. Lord,et al.  Follow-up of two-year-olds referred for possible autism. , 1995, Journal of child psychology and psychiatry, and allied disciplines.

[27]  P. Diggle Analysis of Longitudinal Data , 1995 .

[28]  S. S. Young,et al.  Resampling-Based Multiple Testing: Examples and Methods for p-Value Adjustment , 1993 .

[29]  D. W. Scott,et al.  Multivariate Density Estimation, Theory, Practice and Visualization , 1992 .

[30]  B. Pennington,et al.  Asperger's syndrome: evidence of an empirical distinction from high-functioning autism. , 1991, Journal of child psychology and psychiatry, and allied disciplines.

[31]  M. Aman,et al.  The aberrant behavior checklist: a behavior rating scale for the assessment of treatment effects. , 1985, American journal of mental deficiency.

[32]  Richard A. Olshen,et al.  CART: Classification and Regression Trees , 1984 .