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Tamaoki Y, Pasapula V, Danaphongse TT, Reyes AR, Chandler CR, Borland MS, Riley JR, Carroll AM, Engineer CT. Pairing tones with vagus nerve stimulation improves brain stem responses to speech in the valproic acid model of autism. J Neurophysiol 2024; 132:1426-1436. [PMID: 39319784 DOI: 10.1152/jn.00325.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 09/16/2024] [Accepted: 09/20/2024] [Indexed: 09/26/2024] Open
Abstract
Receptive language deficits and aberrant auditory processing are often observed in individuals with autism spectrum disorders (ASD). Symptoms associated with ASD are observed in rodents prenatally exposed to valproic acid (VPA), including deficits in speech sound discrimination ability. These perceptual difficulties are accompanied by changes in neural activity patterns. In both cortical and subcortical levels of the auditory pathway, VPA-exposed rats have impaired responses to speech sounds. Developing a method to improve these neural deficits throughout the auditory pathway is necessary. The purpose of this study was to investigate the ability of vagus nerve stimulation (VNS) paired with sounds to restore degraded inferior colliculus (IC) responses in VPA-exposed rats. VNS paired with the speech sound "dad" was presented to a group of VPA-exposed rats 300 times per day for 20 days. Another group of VPA-exposed rats were presented with VNS paired with multiple tone frequencies for 20 days. The IC responses were recorded from 19 saline-exposed control rats and 18 VPA-exposed with no VNS, 8 VNS-speech paired VPA-exposed, and 7 VNS-tone paired VPA-exposed female and male rats. Pairing VNS with tones increased the IC response strength to speech sounds by 44% compared to VPA-exposed rats alone. Contrarily, VNS-speech pairing significantly decreased the IC response to speech compared with VPA-exposed rats by 5%. The present research indicates that pairing VNS with tones improved sound processing in rats exposed to VPA and suggests that auditory processing can be improved through targeted plasticity.NEW & NOTEWORTHY Pairing vagus nerve stimulation (VNS) with sounds has improved auditory processing in the auditory cortex of normal-hearing rats and autism models of rats. This study tests the ability of VNS-sound pairing to restore auditory processing in the inferior colliculus (IC) of valproic acid (VPA)-exposed rats. Pairing VNS with tones significantly reversed the degraded sound processing in the IC in VPA-exposed rats. The findings provide evidence that auditory processing in autism rat models can be improved through VNS.
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Affiliation(s)
- Yuko Tamaoki
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Varun Pasapula
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Tanya T Danaphongse
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Alfonso R Reyes
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Collin R Chandler
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Michael S Borland
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Jonathan R Riley
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Alan M Carroll
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Crystal T Engineer
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
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Eygnor A, Angulo A, Cobian M, Wilson R, Coan E, Reynolds A, Friedman S, Boles RE. Assessing Community Needs for Autism Spectrum Disorder: A Review of Rural/Frontier Needs Through Community Outreach With Developmental Pediatrics. Clin Pediatr (Phila) 2024; 63:1568-1572. [PMID: 38379157 DOI: 10.1177/00099228241233803] [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] [Indexed: 02/22/2024]
Abstract
Early intervention is known to improve long-term outcomes for individuals with autism spectrum disorder (ASD). Access barriers to care limit timely engagement with supportive services. This report characterized the community needs and supportive services for children and families with suspected or diagnosed ASD. Families and providers participating in outreach clinics identified available services and their attitudes about support for ASD diagnosis. Chart reviews provided referral history, insurance, and current services. Children were nearly 6 years old, 95% of families relied on public health insurance, whereas 50% reported traveling 11 miles or greater for supportive services. Most providers (83%) were medically trained in primary care and placed 1-5 referrals per month to a tertiary referral hospital. Providers reported travel difficulty as the primary reason for referring patients for evaluation. Multiple barriers for supportive services were identified, highlighting the importance to increase the capacity and availability of local ASD supportive services.
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Affiliation(s)
| | - Abigail Angulo
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Maritza Cobian
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Rebecca Wilson
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Elizabeth Coan
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Ann Reynolds
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Sandra Friedman
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Richard E Boles
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Williams TI, Loucas T, Sin J, Jeremic M, Meyer S, Boseley S, Fincham-Majumdar S, Aslett G, Renshaw R, Liu F. Using music to assist language learning in autistic children with minimal verbal language: The MAP feasibility RCT. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:2515-2533. [PMID: 38433533 PMCID: PMC11504703 DOI: 10.1177/13623613241233804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
LAY ABSTRACT Research has shown that autistic individuals often have unusually good musical skills and that combining words and music helps autistic individuals to focus on spoken words. This study tests the idea that music will help with early language learning of preschool autistic children. The results show that when caregivers sing words to autistic children, the children pay more attention to the caregiver than when the words are spoken and that they learn word combinations more easily.
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Bent C, Glencross S, McKinnon K, Hudry K, Dissanayake C, Vivanti G. Predictors of Developmental and Adaptive Behaviour Outcomes in Response to Early Intensive Behavioural Intervention and the Early Start Denver Model. J Autism Dev Disord 2024; 54:2668-2681. [PMID: 37171764 PMCID: PMC11286629 DOI: 10.1007/s10803-023-05993-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/08/2023] [Indexed: 05/13/2023]
Abstract
Many autistic children require support to meet their learning needs. Given the heterogeneity within the autism spectrum it is plausible that different types of support might be better suited to different children. However, knowledge on what interventions work best for which children is limited. We examined the outcomes of autistic preschool-aged children receiving one of two community early intervention approaches. Our main objective was to understand which baseline child characteristics might be associated with the degree of individual response to intervention-whether prognostically (i.e., irrespective of intervention received) or predictively (i.e., specifically in the context of one or other EI approach). Participants comprised two matched groups of preschool-aged autistic children receiving either Group-based Early Start Denver Model (G-ESDM; n = 42) delivered in a 1:3-4 staff:child ratio or an Early Intensive Behavioural Intervention (EIBI; n = 40) delivered in combination of 1:1 and 1:2 staff:child ratio. Over an approximate one-year follow-up period, children in both groups made significant gains in Developmental Quotient (DQ) scores, and trend-level gains in adaptive behaviour composite scores. Higher attention to a playful adult measured via an eye-tracking task was prognostically indicative of better verbal DQ and adaptive behaviour outcomes for the cohort overall. Moderation analyses indicated a single predictive effect-of pre-program sustained attention for subsequent NVDQ outcomes specific to those children receiving G-ESDM. These findings suggest that fine-grained measures of learning skills offer promise towards the selection and tailoring of intervention approaches to meet individual children's learning needs.
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Affiliation(s)
- Catherine Bent
- Department of Psychology, Counselling and Therapy, School of Psychology and Public Health, La Trobe University, Melbourne, Australia.
| | | | | | - Kristelle Hudry
- Department of Psychology, Counselling and Therapy, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Cheryl Dissanayake
- Olga Tennison Autism Research Centre, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Giacomo Vivanti
- Olga Tennison Autism Research Centre, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, USA
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5
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McGowan K, Berends D, Hudry K, Vivanti G, Dissanayake C, Bent CA. Brief report: bidirectional association of core autism features and cognitive abilities in early childhood. J Autism Dev Disord 2024; 54:2769-2776. [PMID: 35917020 PMCID: PMC11286696 DOI: 10.1007/s10803-022-05618-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/13/2022] [Indexed: 11/29/2022]
Abstract
We explored associations among the core behavioural features and developmental/cognitive abilities of 155 autistic children, assessed between ages 13-67 months and again around 1-year later to understand predictive directionality. Bidirectional, cross-domain association was apparent, albeit with stronger direction of effect from earlier cognition to later autism features (than vice versa). Exploratory sub-domain analysis showed that early non-verbal developmental/cognitive abilities (only) predicted subsequent social- and restricted/repetitive autism features, whereas early social features (only) predicted both subsequent verbal and non-verbal abilities. Although observational study design precludes causal inference, these data support contemporary notions of the developmental interconnectedness of core autism presentation and associated abilities-that behavioural autism features may influence cognitive development, but are likely also influenced by an individuals' cognitive capacity.
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Affiliation(s)
- Kelsie McGowan
- Department of Psychology Counselling and Therapy, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Daniel Berends
- Department of Psychology Counselling and Therapy, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Kristelle Hudry
- Department of Psychology Counselling and Therapy, School of Psychology and Public Health, La Trobe University, Melbourne, Australia.
- , Melbourne, Australia.
| | - Giacomo Vivanti
- A.J.Drexel Autism Institute, Drexel University, Philadelphia, USA
- Olga Tennison Autism Research Centre, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Cheryl Dissanayake
- Olga Tennison Autism Research Centre, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Catherine A Bent
- Department of Psychology Counselling and Therapy, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
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6
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La Valle C, Shen L, Shih W, Kasari C, Lord C, Tager-Flusberg H. Real-time coded measures in natural language samples capture change over time in minimally verbal autistic children. Autism Res 2024; 17:1287-1293. [PMID: 38670930 DOI: 10.1002/aur.3142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 04/11/2024] [Indexed: 04/28/2024]
Abstract
Prior research supports the use of natural language sampling (NLS) to assess the rate of speech utterances (URate) and the rate of conversational turns (CTRate) in minimally verbal (MV) autistic children. Bypassing time-consuming transcription, previous work demonstrated the ability to derive URate and CTRate using real-time coding methods and provided support for their strong psychometric properties. (1) Unexplored is how URate and CTRate using real-time coding methods capture change over time and (2) whether specific child factors predict changes in URate and CTRate in 50 MV autistic children (40 males; M = 75.54, SD = 16.45 (age in months)). A NLS was collected at Time 1 (T1) and Time 2 (T2) (4.5 months between T1 and T2) and coding was conducted in ELAN Linguistic Annotator software using a real-time coding approach to derive URate and CTRate. Findings from paired samples Wilcoxon tests revealed a significant increase in child URate (not examiner URate) and child and examiner CTRate from T1 to T2. Child chronological age, Mullen expressive language age equivalent scores, and URate and CTRate at T1 were predictive of URate and CTRate at T2. Findings support using NLS-derived real-time coded measures of URate and CTRate to efficiently capture change over time in MV autistic children. Identifying child factors that predict changes in URate and CTRate can help in the tailoring of goals to children's individual needs and strengths.
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Affiliation(s)
- Chelsea La Valle
- Department of Psychological & Brain Sciences, Boston University, Boston, Massachusetts, USA
| | - Lue Shen
- Department of Psychological & Brain Sciences, Boston University, Boston, Massachusetts, USA
- Sargent College of Health & Rehabilitation Sciences, Boston University, Boston, Massachusetts, USA
| | - Wendy Shih
- Center for Autism Research & Treatment, Semel Institute, UCLA, Los Angeles, California, USA
| | - Connie Kasari
- Center for Autism Research & Treatment, Semel Institute, UCLA, Los Angeles, California, USA
| | - Catherine Lord
- Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California, USA
| | - Helen Tager-Flusberg
- Department of Psychological & Brain Sciences, Boston University, Boston, Massachusetts, USA
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LaMarca VJ, LaMarca JM. Using the ADDIE Model of Instructional Design to Create Programming for Comprehensive ABA Treatment. Behav Anal Pract 2024; 17:371-388. [PMID: 38966268 PMCID: PMC11219678 DOI: 10.1007/s40617-024-00908-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2024] [Indexed: 07/06/2024] Open
Abstract
ABA research abounds with articles on increasing or decreasing a small set of behaviors. These articles fit nicely within the framework of Focused ABA Treatment in which the goal of treatment centers on only a few behaviors. However, many behavioral practitioners spend most of their time developing Comprehensive ABA Treatment in which a large number of behaviors are systematically changed across multiple developmental domains. Few resources are available to help in designing and implementing such programming. This article presents a model from the field of instructional design for the development of comprehensive programming. Applying the ADDIE model-Analyze, Design, Develop, Implement, Evaluate-the article identifies a consistent process to follow, critical actions to take, and helpful resources to use when developing comprehensive programming for individuals with autism.
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Affiliation(s)
- Vincent J. LaMarca
- Applied Behavior Center for Autism, 7901 East 88th Street, Indianapolis, IN 46256 USA
| | - Jennifer M. LaMarca
- Applied Behavior Center for Autism, 7901 East 88th Street, Indianapolis, IN 46256 USA
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8
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Asta L, Di Bella T, La Fauci Belponer F, Bruschetta M, Martines S, Basile E, Boncoddo M, Bellomo F, Cucinotta F, Ricciardello A, Turriziani L, Colombi C, Banchelli F, Cuoghi Costantini R, D’Amico R, Persico AM. Cognitive, behavioral and socio-communication skills as predictors of response to Early Start Denver Model: a prospective study in 32 young children with Autism Spectrum Disorder. Front Psychiatry 2024; 15:1358419. [PMID: 38873535 PMCID: PMC11170145 DOI: 10.3389/fpsyt.2024.1358419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/10/2024] [Indexed: 06/15/2024] Open
Abstract
Introduction The effectiveness of early interventions in young autistic children is well established, but there is great interindividual variability in treatment response. Predictors of response to naturalistic developmental behavioral interventions (NDBI), like the Early Start Denver Model (ESDM), are needed. Methods We conducted an exploratory study to prospectively seek predictors of response in 32 young children treated with ESDM after receiving an ASD diagnosis. All children were less than 39 months old (mean age: 29.7 mo), and received individualized ESDM for nine months. Tests were administered at the beginning, after 4 months, and at the end of treatment. Results Four children (12.5%) were "strong responders", 8 children (25.0%) were "moderate responders", and 20 children (62.5%) were "poor responders". A more favorable response to ESDM was significantly predicted by higher PEP-3 Expressive Language, Receptive Language, Cognitive Verbal/Preverbal, Visuo-Motor Imitation scores, higher GMDS-ER Personal/Social, and VABS-II Communication scores, by lower ADI-R C restricted/stereotypic behaviors, and by joint attention level. Discussion Most predictors showed a linear association with increasing response to ESDM, but GMDS-ER Personal-Social and joint attention level predicted strong response, while PEP-3 receptive language equally predicted moderate or strong response. Although larger samples will be necessary to reach definitive conclusions, in conjunction with prior reports our findings begin providing information able to assist clinicians in choosing the most appropriate treatment program for young autistic children.
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Affiliation(s)
- Lisa Asta
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Tiziana Di Bella
- Interdepartmental Program “Autism 0–90”, “G. Martino” University Hospital, Messina, Italy
| | | | - Marianna Bruschetta
- Interdepartmental Program “Autism 0–90”, “G. Martino” University Hospital, Messina, Italy
| | - Silvia Martines
- Interdepartmental Program “Autism 0–90”, “G. Martino” University Hospital, Messina, Italy
| | - Enrica Basile
- Interdepartmental Program “Autism 0–90”, “G. Martino” University Hospital, Messina, Italy
| | - Maria Boncoddo
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), Messina, Italy
| | - Fabiana Bellomo
- Interdepartmental Program “Autism 0–90”, “G. Martino” University Hospital, Messina, Italy
| | | | - Arianna Ricciardello
- Interdepartmental Program “Autism 0–90”, “G. Martino” University Hospital, Messina, Italy
| | - Laura Turriziani
- Center for Autism “Dopo di noi”, Barcellona Pozzo di Gotto, Messina, Italy
| | | | - Federico Banchelli
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Unit of Statistical and Methodological Support to Clinical Research, Modena University Hospital, Modena, Italy
| | - Riccardo Cuoghi Costantini
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Unit of Statistical and Methodological Support to Clinical Research, Modena University Hospital, Modena, Italy
| | - Roberto D’Amico
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Unit of Statistical and Methodological Support to Clinical Research, Modena University Hospital, Modena, Italy
| | - Antonio M. Persico
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Child and Adolescent Neuropsychiatry Program, Modena University Hospital, Modena, Italy
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9
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Gentles SJ, Ng-Cordell EC, Hunsche MC, McVey AJ, Bednar ED, DeGroote MG, Chen YJ, Duku E, Kerns CM, Banfield L, Szatmari P, Georgiades S. Trajectory research in children with an autism diagnosis: A scoping review. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:540-564. [PMID: 37194194 PMCID: PMC10913344 DOI: 10.1177/13623613231170280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
LAY ABSTRACT The types of outcomes studied in children on the autism spectrum include clinical characteristics, such as social functioning, communication, language, or autism symptoms. Research that measures these outcomes at multiple timepoints is useful to improve our understanding of what to expect as children develop. In trajectory studies, researchers assess outcomes at three or more timepoints. This method has advantages over two-timepoint studies because it allows researchers to describe changes in the speed of development, such as accelerations, plateaus, or slowdowns. We identified and reviewed 103 published trajectory studies in children (to age 18 years) with an autism diagnosis. Importantly, we did not include studies of treatments or their effects, nor did we summarize the results of studies. Instead, this review summarizes the characteristics of the available published research, including the methods used, the many different outcomes that have been studied over time and the ages over which they have been studied. This summary may be of interest to autistic people and caregivers (parents) who want to know about the existence of research that provides answers about what to expect during an autistic child's development. We have recommended that future trajectory research efforts try to make up for the lack of studies from low- and middle-income countries; that more attention is given to the following outcomes that are meaningful to caregivers and autistic people; and to try to fill in the age gaps where more outcome-specific data are needed.
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10
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Pires JF, Grattão CC, Gomes RMR. The challenges for early intervention and its effects on the prognosis of autism spectrum disorder: a systematic review. Dement Neuropsychol 2024; 18:e20230034. [PMID: 38425700 PMCID: PMC10901562 DOI: 10.1590/1980-5764-dn-2023-0034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 10/04/2023] [Accepted: 11/22/2023] [Indexed: 03/02/2024] Open
Abstract
Autism spectrum disorder (ASD) is expressed with neurobehavioral symptoms of different degrees of intensity. It is estimated that, for every three cases detected, there are two cases that reach adulthood without treatment. Objective To establish what challenges are still present in the implementation of early intervention (EI) and its effects on the prognosis of ASD. Methods A systematic review using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (Prisma) methodology was carried out in the PubMed and ScienceDirect databases in January 2023. The search keywords were "autism spectrum disorder", "early intervention" and "prognosis". Results Sixteen studies were included, two randomized and 14 non-randomized. Knowledge about the signs of ASD, diagnostic and therapeutic methods, age at the start of treatment, and socioeconomic factors were the main challenges encountered in the implementation of the EI. Conclusion EI is capable of modifying the prognosis of ASD and challenges in its implementation persist, especially in developing regions with low socioeconomic status.
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11
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Islam A, Ronco A, Becker SM, Blackburn J, Schittny JC, Kim K, Stein-Wexler R, Wexler AS. Can lung airway geometry be used to predict autism? A preliminary machine learning-based study. Anat Rec (Hoboken) 2024; 307:457-469. [PMID: 37771211 DOI: 10.1002/ar.25332] [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: 08/10/2023] [Revised: 09/13/2023] [Accepted: 09/18/2023] [Indexed: 09/30/2023]
Abstract
The goal of this study is to assess the feasibility of airway geometry as a biomarker for autism spectrum disorder (ASD). Chest computed tomography images of children with a documented diagnosis of ASD as well as healthy controls were identified retrospectively. Fifty-four scans were obtained for analysis, including 31 ASD cases and 23 controls. A feature selection and classification procedure using principal component analysis and support vector machine achieved a peak cross validation accuracy of nearly 89% using a feature set of eight airway branching angles. Sensitivity was 94%, but specificity was only 78%. The results suggest a measurable difference in airway branching angles between children with ASD and the control population.
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Affiliation(s)
- Asef Islam
- Department of Computer Science, Stanford University, Stanford, California, USA
| | - Anthony Ronco
- Department of Radiology, University of California, Davis, California, USA
| | - Stephen M Becker
- Department of Mechanical and Aerospace Engineering, University of California, Davis, California, USA
| | - Jeremiah Blackburn
- Department of Mechanical and Aerospace Engineering, University of California, Davis, California, USA
| | - Johannes C Schittny
- Institute of Anatomy, University of Bern, Bern, Switzerland
- Center for Health and the Environment, University of California, Davis, California, USA
| | - Kyoungmi Kim
- Department of Public Health Science, University of California, Davis, California, USA
| | | | - Anthony S Wexler
- Department of Mechanical and Aerospace Engineering, University of California, Davis, California, USA
- Department of Civil and Environmental Engineering, University of California, Davis, California, USA
- Department of Land, Air and Water Resources, University of California, Davis, California, USA
- Air Quality Research Center, University of California, Davis, California, USA
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12
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Thomas RP, Wittke K, Blume J, Mastergeorge AM, Naigles L. Predicting Language in Children with ASD Using Spontaneous Language Samples and Standardized Measures. J Autism Dev Disord 2023; 53:3916-3931. [PMID: 35930209 DOI: 10.1007/s10803-022-05691-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/16/2022] [Indexed: 10/16/2022]
Abstract
This longitudinal study examined the degree to which standardized measures of language and natural language samples predicted later language usage in a heterogeneous sample of children with autism spectrum disorder (ASD), and how this relationship is impacted by ASD severity and interventions. Participants with a diagnosis of ASD (N = 54, 41 males) completed standardized assessments of language and social functioning; natural language samples were transcribed from play-based interactions. Findings indicated that standardized language measures, natural language measures, and ADOS severity were each unique predictors of later lexical use. Intervention types also appeared to impact later language; in particular, participation in mainstream inclusion accounted for significant amounts of variance in children's mean length of utterance at T3.
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Affiliation(s)
- Rebecca P Thomas
- Department of Psychological Sciences, University of Connecticut, Bousfield Psychology Building, 406 Babbidge Road Unit 1020, Storrs, CT, 06269, USA.
| | - Kacie Wittke
- Speech, Language, and Hearing Sciences, University of Connecticut, Storrs, CT, USA
| | - Jessica Blume
- Human Development and Family Sciences, Texas Tech University, Lubbock, TX, USA
| | - Ann M Mastergeorge
- Human Development and Family Sciences, Texas Tech University, Lubbock, TX, USA
| | - Letitia Naigles
- Department of Psychological Sciences, University of Connecticut, Bousfield Psychology Building, 406 Babbidge Road Unit 1020, Storrs, CT, 06269, USA
- Speech, Language, and Hearing Sciences, University of Connecticut, Storrs, CT, USA
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13
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Frazier TW, Busch RM, Klaas P, Lachlan K, Jeste S, Kolevzon A, Loth E, Harris J, Speer L, Pepper T, Anthony K, Graglia JM, Delagrammatikas CG, Bedrosian-Sermone S, Smith-Hicks C, Huba K, Longyear R, Green-Snyder L, Shic F, Sahin M, Eng C, Hardan AY, Uljarević M. Development of webcam-collected and artificial-intelligence-derived social and cognitive performance measures for neurodevelopmental genetic syndromes. AMERICAN JOURNAL OF MEDICAL GENETICS. PART C, SEMINARS IN MEDICAL GENETICS 2023; 193:e32058. [PMID: 37534867 PMCID: PMC10543620 DOI: 10.1002/ajmg.c.32058] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 07/19/2023] [Indexed: 08/04/2023]
Abstract
This study focused on the development and initial psychometric evaluation of a set of online, webcam-collected, and artificial intelligence-derived patient performance measures for neurodevelopmental genetic syndromes (NDGS). Initial testing and qualitative input was used to develop four stimulus paradigms capturing social and cognitive processes, including social attention, receptive vocabulary, processing speed, and single-word reading. The paradigms were administered to a sample of 375 participants, including 163 with NDGS, 56 with idiopathic neurodevelopmental disability (NDD), and 156 neurotypical controls. Twelve measures were created from the four stimulus paradigms. Valid completion rates varied from 87 to 100% across measures, with lower but adequate completion rates in participants with intellectual disability. Adequate to excellent internal consistency reliability (α = 0.67 to 0.95) was observed across measures. Test-retest reproducibility at 1-month follow-up and stability at 4-month follow-up was fair to good (r = 0.40-0.73) for 8 of the 12 measures. All gaze-based measures showed evidence of convergent and discriminant validity with parent-report measures of other cognitive and behavioral constructs. Comparisons across NDGS groups revealed distinct patterns of social and cognitive functioning, including people with PTEN mutations showing a less impaired overall pattern and people with SYNGAP1 mutations showing more attentional, processing speed, and social processing difficulties relative to people with NFIX mutations. Webcam-collected performance measures appear to be a reliable and potentially useful method for objective characterization and monitoring of social and cognitive processes in NDGS and idiopathic NDD. Additional validation work, including more detailed convergent and discriminant validity analyses and examination of sensitivity to change, is needed to replicate and extend these observations.
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Affiliation(s)
- Thomas W Frazier
- Department of Psychology, John Carroll University, University Heights, Ohio, USA
- Departments of Pediatrics and Psychiatry, SUNY Upstate Medical University, Syracuse, New York, USA
| | - Robyn M Busch
- Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Patricia Klaas
- Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Katherine Lachlan
- Human Genetics and Genomic Medicine, Faculty of Medicine, University of Southampton and Wessex Clinical Genetics Service, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Shafali Jeste
- Division of Neurology, Children's Hospital of Los Angeles, Los Angeles, California, USA
| | - Alexander Kolevzon
- Departments of Psychiatry and Pediatrics, Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Eva Loth
- Department of Forensic and Neurodevelopmental Science, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, UK
| | - Jacqueline Harris
- Department of Neurology, Kennedy Krieger Institute and Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Tom Pepper
- PTEN Research Foundation, Cheltenham, UK
| | - Kristin Anthony
- PTEN Hamartoma Tumor Syndrome Foundation, Huntsville, Alabama, USA
| | | | | | | | - Constance Smith-Hicks
- Department of Neurology, Kennedy Krieger Institute and Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Katie Huba
- Department of Psychology, John Carroll University, University Heights, Ohio, USA
| | | | | | - Frederick Shic
- Department of Pediatrics, University of Washington and Seattle Children's Research Institute, Seattle, Washington, USA
| | - Mustafa Sahin
- Rosamund Stone Zander Translational Neuroscience Center, Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Charis Eng
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Antonio Y Hardan
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
| | - Mirko Uljarević
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
- Melbourne School of Psychological Sciences, Faculty of Medicine, Dentistry, and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
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14
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Ingvalson EM, Perry LK, VanDam M, Grieco-Calub TM. Comparing Scores on the Peabody Picture Vocabulary Test and Receptive One-Word Picture Vocabulary Test in Preschoolers With and Without Hearing Loss. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 32:1610-1619. [PMID: 37276459 PMCID: PMC10473386 DOI: 10.1044/2023_ajslp-22-00352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 02/05/2023] [Accepted: 03/31/2023] [Indexed: 06/07/2023]
Abstract
PURPOSE We sought to compare raw scores, standard scores, and age equivalences on two commonly used vocabulary tests, the Peabody Picture Vocabulary Test (PPVT) and the Receptive One-Word Picture Vocabulary Test (ROWPVT). METHOD Sixty-two children, 31 with hearing loss (HL) and 31 with normal hearing (NH), were given both the PPVT and ROWPVT as part of an ongoing longitudinal study of emergent literacy development in preschoolers with and without HL. All children were between 3 and 4 years old at administration, and the two tests were administered within 3 weeks of each other. Both tests were given again 6 months later. Standard scores and age equivalencies were calculated for both tests using published guidelines. RESULTS There was no significant effect of test for any of our analyses. However, there was a main effect of time, with both standard scores and age equivalencies being significantly higher at the second test. Children with NH had significantly higher standard scores and age equivalencies than children with NH, but there was no interaction between hearing status and time, suggesting that the two groups were growing at the same rate. CONCLUSIONS Clinicians can be comfortable administering both the PPVT and ROWPVT to estimate children's vocabulary levels, but there may be practice effects when administering the tests twice within a calendar year. These data also indicate that children with HL continue to lag behind their peers with NH on vocabulary development. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.23232848.
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Affiliation(s)
- Erin M. Ingvalson
- Department of Speech and Hearing Sciences, University of Washington, Seattle
| | - Lynn K. Perry
- Department of Psychology, University of Miami, Coral Gables, FL
| | - Mark VanDam
- Department of Speech and Hearing Sciences, Washington State University, Spokane
| | - Tina M. Grieco-Calub
- Department of Psychiatry and Behavioral Sciences, Rush Medical College, Rush University, Chicago, IL
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15
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Yao PY, Iao LS, Wu CC. Language development trajectories in young children with developmental disabilities in Taiwan. RESEARCH IN DEVELOPMENTAL DISABILITIES 2023; 136:104470. [PMID: 36889171 DOI: 10.1016/j.ridd.2023.104470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 02/10/2023] [Accepted: 02/28/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Language development is critical to various outcomes in young children with developmental disabilities (DD), including autism spectrum disorder (ASD) and non-ASD delays. However, language development trajectories in young children with DD in non-Western populations remain unclear. AIMS To investigate the language development trajectories of young children with DD in Taiwan. We investigated the relationship between trajectory class assignment and diagnostic outcomes (ASD or non-ASD delays) at 3 years after enrollment in the study and the differences in early abilities among children in different trajectory classes. METHODS AND PROCEDURES The participants were 101 young children with DD (mean age: 21.88 months; follow-up: 1.5 and 3 years after enrollment). Growth mixture modeling analyses were conducted to receptive language developmental quotients (RLDQ) and expressive language developmental quotients (ELDQ) on the basis of the Mullen Scales of Early Learning. OUTCOMES AND RESULTS Three RLDQ trajectories were identified, namely age expected, delayed catch-up, and delayed, and two ELDQ trajectories were identified, namely delayed improve and delayed. Trajectory class assignment was related to diagnostic outcomes. Children who demonstrated more proficient skills at the early time point, demonstrated improved language outcomes 3 years later. However, adaptive functioning did not differ between the two ELDQ trajectory classes. CONCLUSIONS AND IMPLICATIONS Language development in young children with DD in Taiwan is heterogeneous. Delayed receptive and expressive language development trajectories relate to later ASD diagnoses.
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Affiliation(s)
- Pei-Yu Yao
- Department of Psychiatry, Kuang-Tien General Hospital, No. 117, Shatian Rd., Taichung, 433401, Taiwan
| | - Lai-Sang Iao
- Department of Psychology, Nottingham Trent University, 50 Shakespeare St., Nottingham NG1 4FQ, United Kingdom
| | - Chin-Chin Wu
- Department of Psychology, Kaohsiung Medical University, No.100, Shin-Chuan 1st Rd., Kaohsiung, 807378, Taiwan; Department of Medical Research, Kaohsiung Medical University Hospital, No. 100, Tzyou 1st Rd., Kaohsiung, 807378, Taiwan.
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16
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Changes in Autistic Symptoms and Adaptive Functioning of Children Receiving Early Behavioral Intervention in a Community Setting: A Latent Growth Curve Analysis. J Autism Dev Disord 2023; 53:901-917. [PMID: 34813033 DOI: 10.1007/s10803-021-05373-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2021] [Indexed: 10/19/2022]
Abstract
Despite showing effects in well-controlled studies, the extent to which early intensive behavioral intervention (EBI) produces positive changes in community-based settings remains uncertain. Thus, our study examined changes in autistic symptoms and adaptive functioning in 233 children with autism receiving EBI in a community setting. The results revealed nonlinear changes in adaptive functioning characterized by significant improvements during the intervention and a small linear decrease in autistic symptoms from baseline to follow-up. The intensity of intervention, initial age, IQ and autistic symptoms were associated either with progress during the intervention or maintenance during the follow-up. The next step to extend this line of research involves collecting detailed data about intervention strategies and implementation fidelity to produce concrete recommendations for practitioners.
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17
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Busch RM, Frazier Ii TW, Sonneborn C, Hogue O, Klaas P, Srivastava S, Hardan AY, Martinez-Agosto JA, Sahin M, Eng C. Longitudinal neurobehavioral profiles in children and young adults with PTEN hamartoma tumor syndrome and reliable methods for assessing neurobehavioral change. J Neurodev Disord 2023; 15:3. [PMID: 36641436 PMCID: PMC9840250 DOI: 10.1186/s11689-022-09468-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 11/18/2022] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Individuals with PTEN hamartoma tumor syndrome (PHTS) demonstrate a distinct neurobehavioral profile suggesting primary disruption of frontal lobe symptoms, with more severe cognitive deficits in those with associated autism spectrum disorder (ASD) that extend to other areas of neurobehavioral function as well (e.g., adaptive behavior, sensory deficits). The current study sought to characterize longitudinal neurobehavioral profiles in individuals with PHTS who completed serial assessments (2-3 evaluations) over a 2-year time period. METHODS Comprehensive neurobehavioral evaluations were conducted on 92 participants (age range 6-21) with PHTS and/or ASD. Spaghetti plots and linear mixed effects models were used to visualize the individual patient profiles and group trends and examine the group differences in cognitive/behavioral test scores over time. Practice-adjusted reliable change indices (RCIs) and standardized regression-based change scores (SRBs) were calculated for those measures in the battery with adequate sample sizes and test-retest reliabilities for future use in assessing neurobehavioral change in children and young adults with PHTS. RESULTS Wide individual differences were observed at baseline across all measures. Encouragingly, baseline differences between patient groups persisted at the same magnitude over a 2-year time period with no differences in longitudinal neurobehavioral profiles within any one group. Test-retest reliabilities were generally high, ranging from 0.62 to 0.97, and group mean change from baseline to 12 months was small (range - 3.8 to 3.7). A Microsoft Excel calculator was created that clinicians and researchers can use to automatically calculate RCI and SRB thresholds at both 80% and 90% confidence intervals using test scores from a given child or young adult with PHTS. CONCLUSIONS Our results suggest that the neurobehavioral phenotypes observed in individuals with PHTS remain relatively stable over time, even in those with ASD. The RCIs and SRBs provided can be used in future research to examine patient outcomes at the individual level as well as to detect negative deviations from the expected trajectory that can be used to inform intervention strategies.
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Affiliation(s)
- Robyn M Busch
- Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.,Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.,Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, OH, Cleveland, USA
| | - Thomas W Frazier Ii
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, OH, Cleveland, USA.,Department of Psychology, John Carroll University, University Heights, OH, USA
| | - Claire Sonneborn
- Center for Neurological Restoration, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Olivia Hogue
- Center for Neurological Restoration, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Patricia Klaas
- Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Siddharth Srivastava
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Antonio Y Hardan
- Psychiatry and Behavioral Sciences, Stanford University Medical Center, Stanford, CA, USA
| | | | - Mustafa Sahin
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Charis Eng
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, OH, Cleveland, USA. .,Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA. .,Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA.
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18
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Mounzer W, Stenhoff DM, Alkhateeb JM, Al Khatib AJ. A follow-up study of early intensive behavioral intervention program for children with Autism in Syria. Sci Rep 2023; 13:70. [PMID: 36593287 PMCID: PMC9807639 DOI: 10.1038/s41598-022-27198-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 12/28/2022] [Indexed: 01/03/2023] Open
Abstract
We examined the sustained effects of early intensive behavioral intervention (EIBI) on 66 children with autism spectrum disorder who participated in the Future Center's EIBI program. Children were assessed using the childhood autism rating scale (CARS), autism behavior checklist (ABC), and adaptive behavior scale (ABS-Arabic) 3 years after leaving the program. Continued positive effects were observed in several areas, including adaptive behavior and autism symptoms. However, participants' social skills might have declined on the ABS-Arabic after service withdrawal. Additionally, a significant negative association (p < .001) was found between participants' performance on the CARS and the number of weekly trials. This is encouraging, given the lack of EIBI services and regional instability. Future research should increase the sample size and use a more rigorous design.
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Affiliation(s)
- Wissam Mounzer
- Department of Psychology, Damascus University, Damascus, Syria.
- Department of Special Education, Stockholm University, Stockholm, Sweden.
| | | | - Jamal M Alkhateeb
- Department of Special Education, The University of Jordan, Amman, Jordan
| | - Amal J Al Khatib
- Department of Early Childhood Education, Queen Rania Faculty for Childhood, Hashemite University, Zarqa, Jordan
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19
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Wieckowski AT, Zuckerman KE, Broder-Fingert S, Robins DL. Addressing current barriers to autism diagnoses through a tiered diagnostic approach involving pediatric primary care providers. Autism Res 2022; 15:2216-2222. [PMID: 36254366 DOI: 10.1002/aur.2832] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 10/03/2022] [Indexed: 12/15/2022]
Abstract
Formal autism diagnosis from a specialist trained in autism assessment is customary prior to a child accessing early, intensive autism-specific services. However, long wait lists for diagnostic evaluations and limited specialty workforce have created substantial delays. Additionally, lengthy multidisciplinary evaluations are costly to insurers, inconvenient to families, and disproportionally impact under-resourced families. Diagnostic delays can impede access to intervention services. These barriers, combined with evidence regarding the importance of receiving early, autism-specific treatment, demand new approaches enabling access to autism specific services before comprehensive evaluation. Pediatric primary care providers (PCPs) are often the only health care professionals with whom a family interacts during early childhood and can play a crucial role in helping children with autism symptoms access services. Many strategies for autism diagnosis in primary care are being developed and tested; however, they have yet to be broadly adopted by PCPs, primarily due to critical implementation barriers in primary care settings. There is also not enough evidence on the accuracy of PCPs' diagnostic impressions without extensive specialty support, resulting in PCP hesitancy in diagnosing ASD, as well as family and service provider hesitancy in accepting a PCP autism diagnosis. In this commentary, we explore the acute need for shortening waitlists for autism evaluations through a tiered diagnostic approach, in which PCPs can rule in or rule out autism in children, for whom diagnosis is clear, and refer more complex cases for specialist evaluations, and explore implementation challenges to this approach.
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Affiliation(s)
| | | | - Sarabeth Broder-Fingert
- Department of Pediatrics and Eunice Kennedy Shriver Center, UMASS Chan Medical School, Worcester, Massachusetts, USA
| | - Diana L Robins
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania, USA
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20
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Kwok E, Feiner H, Grauzer J, Kaat A, Roberts MY. Measuring Change During Intervention Using Norm-Referenced, Standardized Measures: A Comparison of Raw Scores, Standard Scores, Age Equivalents, and Growth Scale Values From the Preschool Language Scales-Fifth Edition. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:4268-4279. [PMID: 36346974 PMCID: PMC9940886 DOI: 10.1044/2022_jslhr-22-00122] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 05/25/2022] [Accepted: 07/30/2022] [Indexed: 05/03/2023]
Abstract
PURPOSE Norm-referenced, standardized measures are tools designed to characterize a child's abilities relative to their same-age peers, but they also have been used to measure changes in skills during intervention. This study compared the psychometric properties of four types of available scores from one commonly used standardized measure, the Preschool Language Scales-Fifth Edition (PLS-5), to detect changes in children's language skills during and after a language intervention. METHOD This study included data from 110 autistic children aged 18-48 months whose mother participated in an 8-week parent-mediated language intervention. Children's language skills were measured at 3 time points using the PLS-5. Changes in children's expressive and receptive language skills were calculated using raw scores, standard scores, age equivalents, and growth scale values (GSVs). RESULTS Analysis of raw scores, age equivalents, and GSVs indicated significant improvement in the scores of autistic children in both receptive and expressive language throughout the study (i.e., during the intervention period and in the 3-month period after the intervention). Standard scores suggested improvement only in the receptive language scale during the intervention period. Standard scores showed a floor effect for children who scored at -3 SD below the mean. CONCLUSIONS Findings suggested that GSVs were not only psychometrically sound but also the most sensitive measure of direct changes in skills compared to raw, standard, and age-equivalent scores. Floor effects may limit the sensitivity of standard scores to detect changes in children's skills. Strengths, limitations, and interpretations of each of the scoring approaches in measuring changes in skills during intervention were discussed. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.21498522.
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Affiliation(s)
- Elaine Kwok
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Hannah Feiner
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Jeffrey Grauzer
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Aaron Kaat
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, IL
| | - Megan Y. Roberts
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, IL
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21
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Chen YJ, Duku E, Georgiades S. Rethinking Autism Intervention Science: A Dynamic Perspective. Front Psychiatry 2022; 13:827406. [PMID: 35280173 PMCID: PMC8915252 DOI: 10.3389/fpsyt.2022.827406] [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: 12/02/2021] [Accepted: 01/31/2022] [Indexed: 11/13/2022] Open
Abstract
Recent advances in longitudinal methodologies for observational studies have contributed to a better understanding of Autism as a neurodevelopmental condition characterized by within-person and between-person variability over time across behavioral domains. However, this finer-grained approach to the study of developmental variability has yet to be applied to Autism intervention science. The widely adopted experimental designs in the field-randomized control trials and quasi-experimental designs-hold value for inferring treatment effects; at the same time, they are limited in elucidating what works for whom, why, and when, given the idiosyncrasies of neurodevelopmental disorders where predictors and outcomes are often dynamic in nature. This perspective paper aims to serve as a primer for Autism intervention scientists to rethink the way we approach predictors of treatment response and treatment-related change using a dynamic lens. We discuss several empirical gaps, and potential methodological challenges and opportunities pertaining to: (1) capturing finer-grained treatment effects in specific behavioral domains as indexed by micro-level within-person changes during and beyond intervention; and (2) examining and modeling dynamic prediction of treatment response. Addressing these issues can contribute to enhanced study designs and methodologies that generate evidence to inform the development of more personalized interventions and stepped care approaches for individuals on the heterogeneous spectrum of Autism with changing needs across development.
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Affiliation(s)
- Yun-Ju Chen
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
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22
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Godel M, Robain F, Kojovic N, Franchini M, Wood de Wilde H, Schaer M. Distinct Patterns of Cognitive Outcome in Young Children With Autism Spectrum Disorder Receiving the Early Start Denver Model. Front Psychiatry 2022; 13:835580. [PMID: 35815035 PMCID: PMC9256919 DOI: 10.3389/fpsyt.2022.835580] [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: 12/14/2021] [Accepted: 05/25/2022] [Indexed: 11/17/2022] Open
Abstract
Evidence-based, early intervention significantly improves developmental outcome in young children with autism. Nonetheless, there is high interindividual heterogeneity in developmental trajectories during the therapy. It is established that starting intervention as early as possible results in better developmental outcomes. But except for younger age at start, there is no clear consensus about behavioral characteristics that could provide a reliable individual prediction of a child's developmental outcome after receiving an early intervention. In this study, we analyze developmental trajectories of preschoolers with autism who received 2 years of intervention using the Early Start Denver Model (ESDM) approach in Geneva, Switzerland in an individual setting (n = 55, aged 28.7 ± 5.1 months with a range of 15-42). Our aim was to identify early predictors of response to intervention. We applied a cluster analysis to distinguish between 3 groups based on their cognitive level at intake, and rates of cognitive change over the course of intervention. The first group of children only had a mild cognitive delay at intake and nearly no cognitive delay by the end of intervention (Higher Cognitive at baseline: HC). The children in the two other groups all presented with severe cognitive delay at baseline. However, they had two very different patterns of response to intervention. The majority significantly improved developmental scores over the course of intervention (Optimal Responders: OptR) whereas a minority of children showed only modest improvement (Minimal Responders: MinR). Further analyses showed that children who ended up having an optimal 2-year intervention outcome (OptR) were characterized by higher adaptive functioning at baseline combined with rapid developmental improvement during the first 6 months of intervention. Inversely, less significant progress by the sixth month of intervention was associated with a less optimal response to treatment (MinR).
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Affiliation(s)
- Michel Godel
- Department of Psychiatry, University of Geneva School of Medicine, Geneva, Switzerland
| | - François Robain
- Department of Psychiatry, University of Geneva School of Medicine, Geneva, Switzerland
| | - Nada Kojovic
- Department of Psychiatry, University of Geneva School of Medicine, Geneva, Switzerland
| | - Martina Franchini
- Department of Psychiatry, University of Geneva School of Medicine, Geneva, Switzerland
| | - Hilary Wood de Wilde
- Department of Psychiatry, University of Geneva School of Medicine, Geneva, Switzerland
| | - Marie Schaer
- Department of Psychiatry, University of Geneva School of Medicine, Geneva, Switzerland
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23
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Shan L, Feng JY, Wang TT, Xu ZD, Jia FY. Prevalence and Developmental Profiles of Autism Spectrum Disorders in Children With Global Developmental Delay. Front Psychiatry 2021; 12:794238. [PMID: 35115968 PMCID: PMC8803654 DOI: 10.3389/fpsyt.2021.794238] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/22/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Previous studies have mostly explored the comorbidities of Global developmental delay (GDD) in children with Autism Spectrum Disorders (ASD) from the perspective of ASD. The study focus on the perspective of GDD to investigate the prevalence and developmental profiles of ASD in GDD and to explore the correlation between the developmental level and symptoms of autism. METHODS Clinical data of 521 children with GDD aged from 24 to 60 months were retrospectively analyzed. Analyses were performed first for the whole sample and then subdivided into two subgroups (GDD+ASD-, GDD+ASD+) according to whether had ASD. Symptoms of autism were evaluated by the Autism Behavior Checklist and the Childhood Autism Rating Scale. The Chinese version of the Gesell Developmental Schedules was used to evaluate the level of children's mental development. RESULT The prevalence of ASD in children with GDD was 62.3%. The total average developmental quotient (DQ) of GDD was mildly deficient and was negatively correlated with symptoms of autism (p < 0.05); language ability was severe and extremely severe deficient (P < 0.05). GDD+ASD- group and GDD+ASD+ group have some common points as well as differences in the developmental features. The language delay of children in both subgroups was the most obviously defected, thereafter followed by the item of personal social activity. In the GDD+ASD+ group, the DQ of gross motor skills>fine motor skills>adaptability (p < 0.05). There were no significant differences among the DQ of gross motor skills, fine motor skills and adaptability in GDD+ASD- group (p > 0.05). The GDD+ASD-group had better adaptability, fine motor skills, language ability, personal social activity than that of the GDD+ASD+ group, but the gross motor skills in GDD+ASD- group were worse (p < 0.05). CONCLUSION GDD children have a high proportion of comorbid ASD, and GDD children with poorer developmental levels are more likely to have ASD symptoms. Development profiles in both GDD+ASD- children and GDD+ASD+ children have common features but there are also differences. GDD+ASD+ group is worse than GDD+ASD- group in terms of the overall development level.
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Affiliation(s)
- Ling Shan
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Jilin University, Changchun, China
| | - Jun-Yan Feng
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Jilin University, Changchun, China
| | - Tian-Tian Wang
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Jilin University, Changchun, China
| | - Zhi-Da Xu
- Department of Psychiatry, GGz Centraal, Amersfoort, Netherlands
| | - Fei-Yong Jia
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Jilin University, Changchun, China
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