A pilot investigation of neuroimaging predictors for the benefits from pivotal response treatment for children with autism
This publication is included in the Autistic Autism Scholarship Project. one author of this publication is identified as autistic in the project.
About the autistic author markerHegarty, J. P., Gengoux, G. W., Berquist, K. L., Millán, M. E., Tamura, S. M., Karve, S., Rosenthal, M. D., Phillips, J. M., & Hardan, A. Y. (2019). A pilot investigation of neuroimaging predictors for the benefits from pivotal response treatment for children with autism. Journal of Psychiatric Research, 111, 140-144. https://doi.org/10.1016/j.jpsychires.2019.02.001
This publication is integrated into AutiHub through:
Authors
Abstract
Children with autism spectrum disorder (ASD) frequently exhibit language delays and functional communication deficits. Pivotal response treatment (PRT) is an effective intervention for targeting these skills; however, similar to other behavioral interventions, response to PRT is variable across individuals. Thus, objective markers capable of predicting treatment response are critically-needed to identify which children are most likely to benefit from this intervention. In this pilot study, we investigated whether structural neuroimaging measures from language regions in the brain are associated with response to PRT. Children with ASD (n = 18) who were receiving PRT to target their language deficits were assessed with MRI at baseline. T1-weighted images were segmented with FreeSurfer and morphometric measures of the primary language regions (inferior frontal (IFG) and superior temporal (STG) gyri) were evaluated. Children with ASD and language deficits did not exhibit the anticipated relationships between baseline structural measures of language regions and baseline language abilities, as assessed by the number of utterances displayed during a structured laboratory observation (SLO). Interestingly, the level of improvement on the SLO was correlated with baseline asymmetry of the IFG, and the size of the left STG at baseline was correlated with the level of improvement on standardized parental questionnaires. Although very preliminary, the observed associations between baseline structural properties of language regions and improvement in language abilities following PRT suggest that neuroimaging measures may be able to help identify which children are most likely to benefit from specific language treatments, which could help improve precision medicine for children with ASD.
Bibliography cited by this reference
Cited references are imported from external metadata sources when they are available. The list may be partial.
Cited bibliography overview
These indicators describe the bibliography cited by this publication. An author name is counted each time it appears in one cited reference, so the same person can be counted more than once. Names not yet linked to an author already present in AutiHub are treated as unknown, not as non-autistic. Last computed: 17 Oct 2026 01:01.
- With a DOI
- 41
- Without a DOI, from raw bibliography text
- 13
- References with detected author names
- 55 / 57 (96.5%)
- Without detected author names
- 2
- Without a structured title
- 0
- Without a stable identifier
- 11
- References with raw author names still to review
- 0
- References with external metadata lookup issues
- 1
- From DOI or external metadata
- 185
- From validated raw bibliography text
- 0
- Raw names already validated
- 0
- Raw names still to review
- 0
-
Amy M. Wetherby , Barry M. Prizant (2000). Autism spectrum disorders: a transactional developmental perspective .Type: Book OpenAlex: https://openalex.org/W658612580OpenAlex
-
C.R. Almli , M.J. Rivkin , R.C. McKinstry (2007). The NIH MRI study of normal brain development (Objective-2): Newborns, infants, toddlers, and preschoolers . NeuroImage, 35(1), 308-325. Elsevier BV.Crossref OpenAlex OpenCitations
-
Lynn Koegel , Robert L. Koegel , Glen Dunlap (1996). Positive Behavioral Support: Including People with Difficult Behavior in the Community.Type: Book OpenAlex: https://openalex.org/W1559593971OpenAlex
-
David G. Amaral , Cynthia Mills Schumann , Christine Wu Nordahl (2008). Neuroanatomy of autism . Trends in Neurosciences, 31(3), 137. Elsevier BV.Crossref OpenAlex OpenCitations
-
M. Vigneau , V. Beaucousin , P.Y. Hervé , H. Duffau , F. Crivello , O. Houdé et al. (2006). Meta-analyzing left hemisphere language areas: Phonology, semantics, and sentence processing . NeuroImage, 30(4), 1414-1432. Elsevier BV.Crossref OpenAlex OpenCitations
-
Robert L. Koegel , Stephen Camarata , Lynn Kern Koegel , Ayala Ben-Tall , Annette E. Smith (1998). Increasing Speech Intelligibility in Children with Autism . Journal of Autism and Developmental Disorders, 28(3), 241-251. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
(2013). Diagnostic and Statistical Manual of Mental Disorders: DSM-V, Arlington, VA .Type: OtherCrossref
-
Grace W. Gengoux , Kari L. Berquist , Emma Salzman , Salena Schapp , Jennifer M. Phillips , Thomas W. Frazier et al. (2015). Pivotal Response Treatment Parent Training for Autism: Findings from a 3-Month Follow-Up Evaluation . Journal of Autism and Developmental Disorders, 45(9), 2889-2898. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Paolo Brambilla , Antonio Y. Hardan , Stefania Ucelli di Nemi , Jorge Perez , Jair C Soares , Francesco Barale (2003). Brain anatomy and development in autism: review of structural MRI studies . Brain Research Bulletin, 61(6), 557-569. Elsevier BV.Crossref OpenAlex OpenCitations
-
Yoav Benjamini , Yosef Hochberg (1995). Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing . Journal of the Royal Statistical Society. Series b, Statistical Methodology, 57(1), 289. Oxford University Press (OUP).Crossref OpenAlex OpenCitations
-
Fereshteh Mohammadzaheri , Lynn Kern Koegel , Mohammad Rezaee , Seyed Majid Rafiee (2014). A Randomized Clinical Trial Comparison Between Pivotal Response Treatment (PRT) and Structured Applied Behavior Analysis (ABA) Intervention for Children with Autism . Journal of Autism and Developmental Disorders, 44(11), 2769-2777. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
A L Foundas , C M Leonard , R L Gilmore , E B Fennell , K M Heilman (1996). Pars triangularis asymmetry and language dominance. Proceedings of the National Academy of Sciences, 93(2), 719-722. National Academy of Sciences.Crossref OpenAlex OpenCitations
-
Erin D. Bigler , Sherstin Mortensen , E. Shannon Neeley , Sally Ozonoff , Lori Krasny , Michael Johnson et al. (2007). Superior Temporal Gyrus, Language Function, and Autism . Developmental Neuropsychology, 31(2), 217-238. Informa UK Limited.Crossref OpenAlex OpenCitations
-
Mendy Boettcher Minjarez , Sharon E. Williams , Emma M. Mercier , Antonio Y. Hardan (2011). Pivotal Response Group Treatment Program for Parents of Children with Autism . Journal of Autism and Developmental Disorders, 41(1), 92-101. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Tracey A. Knaus , Andrew M. Silver , Kelli C. Dominick , Melanee D. Schuring , Nancy Shaffer , Kristen A. Lindgren et al. (2009). Age-Related Changes in the Anatomy of Language Regions in Autism Spectrum Disorder . Brain Imaging and Behavior, 3(1), 51-63. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Boettcher (2004). Teaching Social Conversation Skills to Children with Autism through Self- Management: an Analysis of Treatment Gains and Meaningful Outcomes .Type: OtherCrossref
-
Christine Wu Nordahl , Tony J. Simon , Cynthia Zierhut , Marjorie Solomon , Sally J. Rogers , David G. Amaral (2008). Brief Report: Methods for Acquiring Structural MRI Data in Very Young Children with Autism Without the Use of Sedation . Journal of Autism and Developmental Disorders, 38(8), 1581. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Catherine Lord , Michael Rutter , Ann Le Couteur (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(5), 659. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Ruth A. Carper , Eric Courchesne (2005). Localized enlargement of the frontal cortex in early autism . Biological Psychiatry, 57(2), 126-133. Elsevier BV.Crossref OpenAlex OpenCitations
-
Goulven Josse , Nathalie Tzourio-Mazoyer (2004). Hemispheric specialization for language . Brain Research Reviews, 44(1), 1-12. Elsevier BV.Crossref OpenAlex OpenCitations
-
Susan E Bryson , Lynn K Koegel , Robert L Koegel , Daniel Openden , Isabel Smith , Nicolette Nefdt (2007). Large Scale Dissemination and Community Implementation of Pivotal Response Treatment: Program Description and Preliminary Data . Research and Practice for Persons with Severe Disabilities, 32(2), 142-153. SAGE Publications.Crossref OpenAlex OpenCitations
-
Sharlene D Newman , Marcel Adam Just , Timothy A Keller , Jennifer Roth , Patricia A Carpenter (2003). Differential effects of syntactic and semantic processing on the subregions of Broca’s area . Cognitive Brain Research, 16(2), 297-307. Elsevier BV.Crossref OpenAlex OpenCitations
-
Arthur W. Toga , Paul M. Thompson (2003). Mapping brain asymmetry . Nature Reviews Neuroscience, 4(1), 37-48. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Geraldine Dawson (2008). Early behavioral intervention, brain plasticity, and the prevention of autism spectrum disorder . Development and Psychopathology, 20(3), 775-803. Cambridge University Press (CUP).Crossref OpenAlex OpenCitations
-
Robert L. Koegel , Mary C. O'Dell , Lynn Kern Koegel (1987). A natural language teaching paradigm for nonverbal autistic children . Journal of Autism and Developmental Disorders, 17(2), 187-200. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Christophe Destrieux , Bruce Fischl , Anders Dale , Eric Halgren (2010). Automatic parcellation of human cortical gyri and sulci using standard anatomical nomenclature . NeuroImage, 53(1), 1-15. Elsevier BV.Crossref OpenAlex OpenCitations
-
Lynn Kern Koegel , Robert L. Koegel , Yifat Shoshan , Erin McNerney (1999). Pivotal response intervention II: preliminary long-term outcome data . Res. Pract. Persons Severe Disabil., 24(3), 186. SAGE Publications.Crossref OpenAlex
-
Luciano Fadiga , Laila Craighero , Alessandro D’Ausilio (2009). Broca's Area in Language, Action, and Music . Annals of the New York Academy of Sciences, 1169(1), 448-458. Wiley.Crossref OpenAlex OpenCitations
-
Bruce Fischl (2012). FreeSurfer . NeuroImage, 62(2), 774-781. Elsevier BV.Crossref OpenAlex OpenCitations
-
Lynn Kern Koegel , Stephen M. Camarata , Marta Valdez-Menchaca , Robert L. Koegel (1997). Setting Generalization of Question-Asking by Children With Autism . American Journal on Mental Retardation, 102(4), 346. American Association on Intellectual and Developmental Disabilities (AAIDD).Type: Article DOI: 10.1352/0895-8017(1998)102<0346:sgoqbc>2.0.co;2 OpenAlex: https://openalex.org/W2061035780Crossref OpenAlex OpenCitations
-
Lynn Kern Koegel , Robert L. Koegel , Joshua K. Harrower , Cynthia Marie Carter (1999). Pivotal Response Intervention I: Overview of Approach . Journal of the Association for Persons with Severe Handicaps, 24(3), 174-185. SAGE Publications.Crossref OpenAlex OpenCitations
-
Anne L. Foundas , Kathy F. Eure , Laura F. Luevano , Daniel R. Weinberger (1998). MRI Asymmetries of Broca's Area: The Pars Triangularis and Pars Opercularis . Brain and Language, 64(3), 282-296. Elsevier BV.Crossref OpenAlex OpenCitations
-
Lynn Kern Koegel , Cynthia M. Carter , Robert L. Koegel (2003). Teaching Children with Autism Self-Initiations as a Pivotal Response . Topics in Language Disorders, 23(2), 134-145. Ovid Technologies (Wolters Kluwer Health).Crossref OpenAlex OpenCitations
-
Cynthia Mills Schumann , Julia Hamstra , Beth L. Goodlin-Jones , Linda J. Lotspeich , Hower Kwon , Michael H. Buonocore et al. (2004). The Amygdala Is Enlarged in Children But Not Adolescents with Autism; the Hippocampus Is Enlarged at All Ages . The Journal of Neuroscience, 24(28), 6392-6401. Society for Neuroscience.Crossref OpenAlex OpenCitations
-
Guy (1976). Clinical global impression scale .Type: OtherCrossref
-
Sharon Bradley-Johnson (1997). Mullen Scales of Early Learning . Psychology in the Schools, 34(4), 379-382. Wiley.OpenAlex
-
Antonio Y. Hardan , Grace W. Gengoux , Kari L. Berquist , Robin A. Libove , Christina M. Ardel , Jennifer M. Phillips et al. (2015). A randomized controlled trial of Pivotal Response Treatment Group for parents of children with autism . Journal of Child Psychology and Psychiatry, 56(8), 884-892. Wiley.Crossref OpenAlex OpenCitations
-
M. R. Herbert (2004). Brain asymmetries in autism and developmental language disorder: a nested whole-brain analysis . Brain, 128(1), 213-226. Oxford University Press (OUP).Crossref OpenAlex OpenCitations
-
Koegel (2011). Pivotal Response Treatment: Using Motivation as a Pivotal Response .Type: OtherCrossref
-
Koegel (2005). Child-initiated interactions that are pivotal in intervention for children with autism .Type: OtherCrossref
-
D Yang , Kevin A. Pelphrey , D G Sukhodolsky , M J Crowley , E Dayan , N C Dvornek et al. (2016). Brain responses to biological motion predict treatment outcome in young children with autism . Translational Psychiatry, 6(11), e948-e948. Springer Science and Business Media LLC.Crossref OpenAlex OpenCitations
-
Koegel (2006). Combining functional assessment and self-management procedures to rapidly reduce disruptive behaviors .Type: OtherCrossref
-
Robert L. Koegel (1989). How to Teach Pivotal Behaviors to Children with Autism: A Training Manual .Type: Article OpenAlex: https://openalex.org/W2728257783Crossref OpenAlex
-
Sara M. Scharoun , Pamela J. Bryden (2014). Hand preference, performance abilities, and hand selection in children . Frontiers in Psychology, 5, 82. Frontiers Media SA.Crossref OpenAlex OpenCitations
-
Lord (2012). Autism Diagnostic Observation Schedule . Autism Diagnostic Observation Schedule.Type: OtherCrossref
-
Rebecca K. Lytle (2006). Pivotal Response Treatments for Autism . Adapted Physical Activity Quarterly, 23(3), 327-329. Human Kinetics.OpenAlex
-
Mullen (1995). Mullen Scales of Early Learning . Mullen Scales of Early Learning..Type: OtherCrossref
-
PETER MUNDY , Jennifer Stella (2000). Joint attention, social orienting, and nonverbal communication in autism . Autism spectrum disorders: a transactional developmental perspective, 55.Type: Article OpenAlex: https://openalex.org/W2980556315Crossref OpenAlex
-
National Research Council (2001). Educating Children with Autism . Educating children with autism.Type: OtherCrossref
-
Catherine Lord , Michael Rutter , Susan Goode , Jacquelyn Heemsbergen , Heather Jordan , Lynn Mawhood et al. (2016). Autism Diagnostic Observation Schedule . PsycTESTS Dataset. American Psychological Association (APA).OpenAlex
-
Type: Book OpenAlex: https://openalex.org/W3039158033OpenAlex
-
(2002). EDUCATING CHILDREN WITH AUTISM . In The Handbook of Autism (pp. 92-103). Routledge.OpenAlex
-
Schreibman (1996). Alternative applications of pivotal response training: teaching symbolic play and social interaction skills .Type: OtherCrossref
-
Brian Willoughby (2018). Mullen Scales of Early Learning . The SAGE Encyclopedia of Intellectual and Developmental Disorders. SAGE Publications, Inc..OpenAlex
-
So Hyun Kim , Catherine Lord (2011). Autism Diagnostic Observation Schedule . In Encyclopedia of Clinical Neuropsychology (pp. 315-318). Springer New York.OpenAlex
-
Megan Lyons (2021). Preschool Language Scale – 5 . In Encyclopedia of Autism Spectrum Disorders (pp. 3658-3659). Springer International Publishing.OpenAlex
-
Zimmerman (2002). Preschool Language Scale .Type: OtherCrossref