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Levine MA, Chen H, Wodka EL, Caffo BS, Ewen JB. Autism and Hierarchical Models of Intelligence. J Autism Dev Disord 2025; 55:2034-2042. [PMID: 37118644 DOI: 10.1007/s10803-023-05984-x] [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: 04/02/2023] [Indexed: 04/30/2023]
Abstract
BACKGROUND The Wechsler Intelligence Scale for Children (WISC) employs a hierarchical model of general intelligence in which index scores separate out different clinically-relevant aspects of intelligence; the test is designed such that index scores are statistically independent from one another within the normative sample. Whether or not the existing index scores meet the desired psychometric property of being statistically independent within autistic samples is unknown. METHOD We conducted a factor analysis on WISC fifth edition (WISC-V) (N = 83) and WISC fourth edition (WISC-IV) (N = 131) subtest data in children with autism. We compared the data-driven exploratory factor analysis with the manual-derived index scores, including in a typically developing (TD) WISC-IV cohort (N = 209). RESULTS The WISC-IV TD cohort showed the expected 1:1 relationship between empirically derived factors and manual-derived index scores. We observed less unique correlations between our data-driven factors and manualized IQ index scores in both ASD samples (WISC-IV and WISC-V). In particular, in both WISC-IV and -V, working memory (WM) influenced index scores in autistic individuals that do not load on WM in the normative sample. CONCLUSIONS WISC index scores do not show the desired statistical independence within autistic samples, as judged against an empirically-derived exploratory factor analysis. In particular, within the currently used WISC-V version, WM influences multiple index scores.
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Affiliation(s)
- Michael A Levine
- Neurology and Developmental Medicine, Kennedy Krieger Institute, 707 North Broadway, Baltimore, MD, 21205, USA
| | - Huan Chen
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ericka L Wodka
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Brian S Caffo
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Joshua B Ewen
- Neurology and Developmental Medicine, Kennedy Krieger Institute, 707 North Broadway, Baltimore, MD, 21205, USA.
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Abd El-Raziq M, Saiegh-Haddad E, Meir N. Language, theory of mind and cognitive skills in Arabic-speaking children with and without autism: Evidence from network and cluster analyses. JOURNAL OF COMMUNICATION DISORDERS 2025; 113:106476. [PMID: 39752903 DOI: 10.1016/j.jcomdis.2024.106476] [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: 06/25/2024] [Revised: 09/24/2024] [Accepted: 11/09/2024] [Indexed: 02/09/2025]
Abstract
INTRODUCTION Autism spectrum disorder (ASD) is characterized by impairments in social interactions, social communication, and repetitive and stereotyped patterns of behavior. Previous studies have reported mixed findings regarding the links between language (i.e., phonology, morphosyntax, lexicon, and pragmatics), theory of mind (ToM), executive functions (EFs), and central coherence measures in children with ASD. METHODS A total of 163 Palestinian-Arabic-speaking children aged 4-11 participated: 76 with ASD and 87 with typical language development (TLD). The children`s phonological, morphosyntactic, lexical, and pragmatic skills, along with verbal and non-verbal ToM abilities were evaluated. Additionally, cognitive assessments included non-verbal IQ, EF, and central coherence processing. RESULTS Group-level results showed that children with ASD scored lower than their TLD peers in all measures. Network analysis revealed robust interconnections between language, ToM, and cognitive skills in both groups. In autistic children, language was a central node, with pragmatics prevailing over morphosyntax and lexicon, while age was central in the TLD group. Cluster analysis identified four language clusters within the ASD group, demonstrating dissociations between language domains: (1) high performance across all domains, (2) moderate performance in phonology and morphosyntax with low pragmatic abilities, (3) moderate performance in phonology and lexicon with low morphosyntax and pragmatics, and (4) moderate phonology and lexicon with extremely poor morphosyntax and pragmatics. Autistic children with enhanced language abilities performed better in verbal and non-verbal ToM and EF tasks. CONCLUSIONS Our findings underscore the variability in language, ToM, and cognitive profiles of autistic children, showing dissociation within and between different domains in some autistic children. These results offer insights for applied interventions.
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Affiliation(s)
- Muna Abd El-Raziq
- Department of English Literature and Linguistics, Bar-Ilan University, Israel.
| | - Elinor Saiegh-Haddad
- Department of English Literature and Linguistics, Bar-Ilan University, Israel; Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Israel.
| | - Natalia Meir
- Department of English Literature and Linguistics, Bar-Ilan University, Israel; Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Israel.
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Dame C, Viellard M, Elissalde SN, Pergeline H, Grandgeorge P, Garie LA, Solla F, Martino SD, Avenel E, Salle-Collemiche X, Fernandez A, Poinso F, Jouve E, Guivarch J. Developmental Profile of Children with Autism Spectrum Disorder Versus Social Communication Disorder: A Pilot Study. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1241. [PMID: 39457206 PMCID: PMC11506113 DOI: 10.3390/children11101241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 10/03/2024] [Accepted: 10/13/2024] [Indexed: 10/28/2024]
Abstract
BACKGROUND Social Communication Disorder (SCD), introduced in the DSM-5, is distinguished from Autism Spectrum Disorder (ASD) by the absence of restricted and repetitive behaviors or interests (RRBIs). AIM To compare the adaptive, sensory, communication, and cognitive profiles of children with ASD and SCD. METHODS The assessments of nine children with SCD and ten with ASD were compared with either Fisher's Exact Test or the Mann-Whitney Test. Assessments included the Vineland Adaptive Behavior Scales, the Autism Diagnostic Observation Schedule (ADOS), the Short Sensory Profile, Bishop's Children's Communication Checklist, a pragmatics evaluation, and the Wechsler Intelligence Scale for Children IV. RESULTS The total ADOS score and the second subtotal "Restricted and Repetitive Behaviors" were significantly higher (p = 0.022) in the ASD group than in the SCD group. The Vineland standard score for the "Socialization" domain was significantly lower (p = 0.037) in the ASD group (mean: 51 +/- 19) than in the SCD group (mean: 80 +/- 28). The working memory index score was also significantly lower (p = 0.013) in the ASD group compared to the SCD group. CONCLUSIONS While ASD and SCD share similarities in communication and pragmatic difficulties, some distinctions have been identified, e.g. in executive functioning and the impact on socialization, which may be linked to the absence of RRBIs in SCD. These findings highlight the challenges posed by this nosographic separation during diagnostic evaluations due to the scarcity of discriminative tools.
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Affiliation(s)
- Clara Dame
- Medical School, Aix-Marseille University, 13385 Marseille, France; (C.D.); (H.P.); (F.P.); (J.G.)
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
| | - Marine Viellard
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
| | - Sara-Nora Elissalde
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
| | - Hugo Pergeline
- Medical School, Aix-Marseille University, 13385 Marseille, France; (C.D.); (H.P.); (F.P.); (J.G.)
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
| | - Pauline Grandgeorge
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
| | - Laure-Anne Garie
- Speech-Language Pathology Department (École d’Orthophonie de Marseille), Aix-Marseille University, 13385 Marseille, France;
| | - Federico Solla
- Pediatric Surgery Department, Pediatric Hospitals of Nice CHU-Lenval (HPNCL), 57 Bd Californie, 06200 Nice, France
| | - Sonia De Martino
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
| | - Elodie Avenel
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
| | - Xavier Salle-Collemiche
- Department of Child Psychiatry, CMPI, Secteur 3, Centre Hospitalier des Pays de Morlaix, 15 Rue de Kersaint Gilly, 29600 Morlaix, France;
| | - Arnaud Fernandez
- SUPEA (University Department of Child and Adolescent Psychiatry), Expert Center for Pediatric Psychotrauma (CE2P) Pediatric Hospitals of Nice CHU-Lenval (HPNCL), 06200 Nice, France;
- EA CoBTek, UCA (University Côte d’Azur), 06100 Nice, France
| | - François Poinso
- Medical School, Aix-Marseille University, 13385 Marseille, France; (C.D.); (H.P.); (F.P.); (J.G.)
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
- Institut de Neurosciences de la Timone, UMR 7289, CNRS, Aix-Marseille University, 13005 Marseille, France
| | - Elisabeth Jouve
- Public Health Department, Aix-Marseille University, 13005 Marseille, France;
- Service Evaluation Médicale, Conception Hospital, Assistance Publique Hôpitaux de Marseille (APHM), 13005 Marseille, France
| | - Jokthan Guivarch
- Medical School, Aix-Marseille University, 13385 Marseille, France; (C.D.); (H.P.); (F.P.); (J.G.)
- Department of Child Psychiatry, Sainte Marguerite Hospital, Assistance Publique des Hôpitaux de Marseille (APHM), 13009 Marseille, France; (M.V.); (S.-N.E.); (P.G.); (S.D.M.); (E.A.)
- Institut de Neurosciences de la Timone, UMR 7289, CNRS, Aix-Marseille University, 13005 Marseille, France
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Baghdadli A, Peries M, Loubersac J, Michelon C, Rattaz C, Ferrando L, David A, Munir K, Picot MC. Contributions of the ELENA Cohort to Study Autism Spectrum Disorder in Children and Adolescents from a Biopsychosocial Framework. J Autism Dev Disord 2024:10.1007/s10803-024-06519-8. [PMID: 39230780 DOI: 10.1007/s10803-024-06519-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2024] [Indexed: 09/05/2024]
Abstract
Autism spectrum disorder (ASD) is a complex neurodevelopmental condition influenced by a myriad of developmental, biological, psychological, and socio-demographic factors. The ELENA cohort seeks to delineate the intricate interplay of these factors, facilitating the identification of risk factors and the development of targeted interventions. This paper emphasizes the clinical profiles of children and outlines key findings from a biopsychosocial perspective. The ELENA cohort, a multicenter initiative across French regional centers, conducted a systematic prospective analysis on children newly diagnosed with DSM-5 ASD between 2012 and 2019. This encompassed direct assessments and parent-reported questionnaires covering a broad spectrum of developmental, biological, psychological and socio-demographic measures. Embedded case-control studies further examined risk and protective factors, alongside specific environmental and psychosocial influences during pregnancy and early childhood. A subset of participants also contributed biospecimens, with data enhancement via linkage to French National Administrative Healthcare Databases. The study unveils baseline clinical characteristics for 876 children, average age 6 (SD ± 3.3) previously unreported in protocol descriptions. It highlights the study's developmental biopsychosocial approach and its novel findings on children's socio-adaptive functioning, ASD severity, comorbidities, quality of life and interventions. Employing developmental biopsychosocial insights offers a promising pathway to integrating health, social care, and experiential insights, ultimately aiming to enhance the future well-being and outcomes for children with ASD. This approach underscores the need of a holistic, interdisciplinary strategy in encouraging and supporting the ASD community.
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Affiliation(s)
- Amaria Baghdadli
- Centre de Ressource Autisme Languedoc-Roussillon & Centre d'Excellence sur l'Autisme et les Troubles Neurodéveloppementaux (CeAND), CHU Montpellier, 39 Avenue Charles Flahaut, 34295, Montpellier Cedex 05, France.
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France.
- Université Paris-Saclay, UVSQ, Inserm, CESP, Team DevPsy, 94807, Villejuif, France.
- Faculté de Médecine, Université de Montpellier, Montpellier, France.
| | - Marianne Peries
- Centre de Ressource Autisme Languedoc-Roussillon & Centre d'Excellence sur l'Autisme et les Troubles Neurodéveloppementaux (CeAND), CHU Montpellier, 39 Avenue Charles Flahaut, 34295, Montpellier Cedex 05, France
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France
- Université Paris-Saclay, UVSQ, Inserm, CESP, Team DevPsy, 94807, Villejuif, France
| | - Julie Loubersac
- Centre de Ressource Autisme Languedoc-Roussillon & Centre d'Excellence sur l'Autisme et les Troubles Neurodéveloppementaux (CeAND), CHU Montpellier, 39 Avenue Charles Flahaut, 34295, Montpellier Cedex 05, France
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France
- Université Paris-Saclay, UVSQ, Inserm, CESP, Team DevPsy, 94807, Villejuif, France
| | - Cécile Michelon
- Centre de Ressource Autisme Languedoc-Roussillon & Centre d'Excellence sur l'Autisme et les Troubles Neurodéveloppementaux (CeAND), CHU Montpellier, 39 Avenue Charles Flahaut, 34295, Montpellier Cedex 05, France
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France
- Université Paris-Saclay, UVSQ, Inserm, CESP, Team DevPsy, 94807, Villejuif, France
| | - Cécile Rattaz
- Centre de Ressource Autisme Languedoc-Roussillon & Centre d'Excellence sur l'Autisme et les Troubles Neurodéveloppementaux (CeAND), CHU Montpellier, 39 Avenue Charles Flahaut, 34295, Montpellier Cedex 05, France
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France
| | - Laetitia Ferrando
- Centre de Ressource Autisme Languedoc-Roussillon & Centre d'Excellence sur l'Autisme et les Troubles Neurodéveloppementaux (CeAND), CHU Montpellier, 39 Avenue Charles Flahaut, 34295, Montpellier Cedex 05, France
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France
| | - Aurore David
- Centre de Ressource Autisme Languedoc-Roussillon & Centre d'Excellence sur l'Autisme et les Troubles Neurodéveloppementaux (CeAND), CHU Montpellier, 39 Avenue Charles Flahaut, 34295, Montpellier Cedex 05, France
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France
- Université Paris-Saclay, UVSQ, Inserm, CESP, Team DevPsy, 94807, Villejuif, France
| | - Kerim Munir
- Developmental Medicine Center, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Marie-Christine Picot
- Centre d'Excellence sur l'Autisme et les Troubles du Neurodéveloppement (CeAND), CHU Montpellier, Montpellier, France
- Université Paris-Saclay, UVSQ, Inserm, CESP, Team DevPsy, 94807, Villejuif, France
- Clinical Research and Epidemiology Unit (Public Health Department), INSERM, Centre d'Investigation Clinique 1411, CHU Montpellier, Univ Montpellier, 34295, Montpellier Cedex 5, France
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Ramírez V, González-Palacios P, González-Domenech PJ, Jaimez-Pérez S, Baca MA, Rodrigo L, Álvarez-Cubero MJ, Monteagudo C, Martínez-González LJ, Rivas A. Influence of Genetic Polymorphisms on Cognitive Function According to Dietary Exposure to Bisphenols in a Sample of Spanish Schoolchildren. Nutrients 2024; 16:2639. [PMID: 39203776 PMCID: PMC11357571 DOI: 10.3390/nu16162639] [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: 08/07/2024] [Accepted: 08/08/2024] [Indexed: 09/03/2024] Open
Abstract
BACKGROUND Neurodevelopmental disorders (NDDs) like intellectual disability (ID) are highly heritable, but the environment plays an important role. For example, endocrine disrupting chemicals (EDCs), including bisphenol A (BPA) and its analogues, have been termed neuroendocrine disruptors. This study aimed to evaluate the influence of different genetic polymorphisms (SNPs) on cognitive function in Spanish schoolchildren according to dietary bisphenol exposure. METHODS A total of 102 children aged 6-12 years old were included. Ten SNPs in genes involved in brain development, synaptic plasticity, and neurotransmission (BDNF, NTRK2, HTR2A, MTHFR, OXTR, SLC6A2, and SNAP25) were genotyped. Then, dietary exposure to bisphenols (BPA plus BPS) was estimated and cognitive functions were assessed using the WISC-V Spanish form. RESULTS BDNF rs11030101-T and SNAP25 rs363039-A allele carriers scored better on the fluid reasoning domain, except for those inheriting the BDNF rs6265-A allele, who had lower scores. Secondly, relevant SNP-bisphenol interactions existed in verbal comprehension (NTRK2 rs10868235 (p-int = 0.043)), working memory (HTR2A rs7997012 (p-int = 0.002), MTHFR rs1801133 (p-int = 0.026), and OXTR rs53576 (p-int = 0.030)) and fluid reasoning (SLC6A2 rs998424 (p-int = 0.004)). CONCLUSIONS Our findings provide the first proof that exploring the synergistic or additive effects between genetic variability and bisphenol exposure on cognitive function could lead to a better understanding of the multifactorial and polygenic aetiology of NDDs.
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Affiliation(s)
- Viviana Ramírez
- Department of Nutrition and Food Science, Faculty of Pharmacy, University of Granada, 18071 Granada, Spain; (V.R.); (P.G.-P.); (A.R.)
- GENYO Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS Granada—Avenida de la Ilustración, 114, 18016 Granada, Spain;
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
- Institute of Nutrition and Food Technology “Jose Mataix Verdú”, Biomedical Research Center, Health Sciences Technological Park, University of Granada, 18016 Granada, Spain
| | - Patricia González-Palacios
- Department of Nutrition and Food Science, Faculty of Pharmacy, University of Granada, 18071 Granada, Spain; (V.R.); (P.G.-P.); (A.R.)
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
| | | | | | | | - Lourdes Rodrigo
- Department of Legal Medicine, Toxicology and Physical Anthropology, Faculty of Medicine, University of Granada, 18012 Granada, Spain;
| | - María Jesús Álvarez-Cubero
- GENYO Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS Granada—Avenida de la Ilustración, 114, 18016 Granada, Spain;
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
- Department of Biochemistry and Molecular Biology III, Faculty of Medicine, University of Granada, 18012 Granada, Spain
| | - Celia Monteagudo
- Department of Nutrition and Food Science, Faculty of Pharmacy, University of Granada, 18071 Granada, Spain; (V.R.); (P.G.-P.); (A.R.)
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
| | - Luis Javier Martínez-González
- GENYO Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS Granada—Avenida de la Ilustración, 114, 18016 Granada, Spain;
- Department of Biochemistry and Molecular Biology III, Faculty of Medicine, University of Granada, 18012 Granada, Spain
| | - Ana Rivas
- Department of Nutrition and Food Science, Faculty of Pharmacy, University of Granada, 18071 Granada, Spain; (V.R.); (P.G.-P.); (A.R.)
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
- Institute of Nutrition and Food Technology “Jose Mataix Verdú”, Biomedical Research Center, Health Sciences Technological Park, University of Granada, 18016 Granada, Spain
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Levine MA, Chen H, Wodka EL, Caffo BS, Ewen JB. Autism Symptom Presentation and Hierarchical Models of Intelligence. J Autism Dev Disord 2024:10.1007/s10803-024-06411-5. [PMID: 38833030 DOI: 10.1007/s10803-024-06411-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/15/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND There is a substantial history studying the relationship between general intelligence and the core symptoms of autism. However, a gap in knowledge is how dimensional autism symptomatology associates with different components of clinically-relevant hierarchical models of intelligence. METHOD We examined correlations between autism diagnostic symptom magnitude (Autism Diagnostic Observational Schedule; ADOS) and a hierarchical statistical model of intelligence. One autistic cohort was tested on the fourth edition of Wechsler Intelligence Scale for Children (WISC-IV; N = 131), and another on the fifth edition (WISC-V; N = 83). We anticipated a convergent pattern of results between cohorts. RESULTS On WISC-IV, ADOS scores were correlated significantly with g and three out of four intermediate factor scores, which was a broader pattern of correlations than anticipated from the literature. In the WISC-V cohort, only one intermediate factor correlated significantly with the ADOS; correlations with g and the other intermediate factors were less statistically certain. ADOS-factor correlations were larger in the WISC-IV than WISC-V cohort; this difference was significant at the 90% level. CONCLUSIONS WISC-IV shows dimensional relationships with ADOS at multiple points in the hierarchical model of intelligence. Moreover, the current results provide evidence that relationship between core autism symptomatology and the construct of general intelligence may depend on how intelligence is measured. Known cohort effects in the relationship between categorical autism diagnosis and general intelligence have previously been attributed to changes in autism diagnostic practices. To our knowledge, this is the first evidence that differing versions of IQ tests may be implicated.
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Affiliation(s)
- Michael A Levine
- Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Huan Chen
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ericka L Wodka
- Center for Autism Service, Science and Innovation, Kennedy Krieger Institute, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Brian S Caffo
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Joshua B Ewen
- Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, MD, USA.
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Division of Developmental & Behavioral Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Box 119, Chicago, IL, 60611, USA.
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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Wilson AC. Cognitive Profile in Autism and ADHD: A Meta-Analysis of Performance on the WAIS-IV and WISC-V. Arch Clin Neuropsychol 2024; 39:498-515. [PMID: 37779387 PMCID: PMC11110614 DOI: 10.1093/arclin/acad073] [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: 08/25/2023] [Indexed: 10/03/2023] Open
Abstract
OBJECTIVE Previous research has suggested that neurodevelopmental conditions may be associated with distinctive cognitive profiles on the Wechsler intelligence tests (of which the most recent editions are the WAIS-IV and WISC-V). However, the extent to which a cognitive profile can be reliably identified for individuals meeting criteria for autism or ADHD remains unclear. The present review investigated this issue. METHOD A search was conducted in PsycInfo, Embase, and Medline in October 2022 for papers reporting the performance of children or adults diagnosed with autism or ADHD on the WAIS-IV or the WISC-V. Test scores were aggregated using meta-analysis. RESULTS Scores were analyzed from over 1,800 neurodivergent people reported across 18 data sources. Autistic children and adults performed in the typical range for verbal and nonverbal reasoning, but scored ~1 SD below the mean for processing speed and had slightly reduced scores on working memory. This provides evidence for a "spiky" cognitive profile in autism. Performance of children and adults with ADHD was mostly at age-expected levels, with slightly reduced scores for working memory. CONCLUSION Although the pattern of performance on the Wechsler tests is not sufficiently sensitive or specific to use for diagnostic purposes, autism appears to be associated with a cognitive profile of relative strengths in verbal and nonverbal reasoning and a weakness in processing speed. Attention deficit hyperactivity disorder appears less associated with a particular cognitive profile. Autistic individuals may especially benefit from a cognitive assessment to identify and support with their strengths and difficulties.
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Peristeri E, Andreou M. Intellectual development in young children with autism spectrum disorders: A longitudinal study. Autism Res 2024; 17:543-554. [PMID: 38183366 DOI: 10.1002/aur.3089] [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] [Received: 09/05/2023] [Accepted: 12/14/2023] [Indexed: 01/08/2024]
Abstract
Intelligence profiles in autism have been characterized by great variability. The questions of how autistic children's intelligence changes over time, and what factors influence these changes deserve study as part of efforts to document child autism profiles, but also because the relationship between intellectual functioning and children's background characteristics is poorly understood, particularly in a longitudinal context. A total of 39 autistic children and 39 age-matched neurotypical children (5-9 years old) completed two IQ assessments at preschool age and up to 4 years later. Repeated-measures analyses assessed longitudinal changes in the children's verbal (VIQ), performance (PIQ), and full-scale IQ (FSIQ) at group level. We further sought to identify clusters with distinct profiles in each group by adopting an unsupervised K-means clustering approach, and detect possible between-subgroup differences in terms of children's socioeconomic status and autism severity. The largest cluster in the autistic group was composed of children whose PIQ significantly dropped at follow-up, while the second largest cluster improved in all quotients; the smallest cluster, wherein children had more highly educated mothers than the rest of the clusters, was characterized by large improvement in VIQ. For the neurotypical children, there was a two-cluster division; the majority of them improved in the three quotients, while very few dropped in PIQ at follow-up. The relation between socioeconomic status and IQ changes was significant for both groups. The findings demonstrate both the complexity of intelligence changes in autism and the need to view this complexity through the lens of the children's socioeconomic diversity.
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Affiliation(s)
- Eleni Peristeri
- Department of Theoretical and Applied Linguistics, School of English, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Maria Andreou
- Department of Speech and Language Therapy, University of Peloponnese, Kalamata, Greece
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9
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Santambrogio J, Bertelli MO, Terrevazzi S, De Carolis L, Francia E, Boldoni C, Calascibetta M, Cudazzo E, Lucca C, Viganò V, Danese M, Minazzi GA, Santarone A, Bianco A, Hassiotis A, Clerici M. Cognitive dysfunction and psychopathology: a cohort study of adults with intellectual developmental disorder. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2023; 67:1029-1045. [PMID: 37690814 DOI: 10.1111/jir.13077] [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: 05/03/2023] [Revised: 07/17/2023] [Accepted: 07/26/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Cognitive impairment of intellectual developmental disorders (IDD) is determined by several different combinations of specific cognitive alterations. People with IDD present a rate of mental health problems that is up to 4 times higher than that of the general population. Despite this, the relationship between specific cognitive dysfunctions and co-occurring mental disorders has not been adequately studied. The aim of the present paper is to investigate the association between specific cognitive dysfunctions and specific psychiatric symptoms and syndromes in people with IDD. METHODS One hundred and twenty adults with mild to moderate IDD living in residential facilities underwent a clinical and instrumental assessment for specific cognitive and psychopathological features. RESULTS Participants with IDD and ASD have significantly lower scores compared to those without respect to who has not the diagnosis on the Processing Speed Index (PSI) and Perceptual Reasoning Index (PRI) on the WAIS-IV and higher time scores on the TMT A. Moreover, there is a significant association between years of hospitalisation and TMT B and TMT B A time scores; the longer a participant with IDD was hospitalised, the worse their performance on the TMT. Although not statistically significant, many psychopathological clusters showed substantial cognitive profiles. CONCLUSIONS Although further research is needed, neuropsychological and IQ tests scores seem to be differently associated to various psychopathological conditions co-occurring with IDD, and with ASD especially. Cognitive assessment seems to support diagnosis and treatment of psychopathological co-occurrences in persons with IDD, also in consideration of indirect implications including a better knowledge of the patient's characteristics beyond IQ deficit.
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Affiliation(s)
- J Santambrogio
- Adele Bonolis AS.FRA. Onlus Foundation, Vedano al Lambro (MB), Italy
- Presidio Corberi, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - M O Bertelli
- Research and Clinical Center (CREA), San Sebastiano Foundation, Misericordia di Firenze, Firenze, Italy
| | - S Terrevazzi
- Presidio Corberi, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
- RSD Beato Papa Giovanni XXIII, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
| | - L De Carolis
- Department of Economics, Management and Statistics, University of Milano-Bicocca, Milan, Italy
| | - E Francia
- Adele Bonolis AS.FRA. Onlus Foundation, Vedano al Lambro (MB), Italy
| | - C Boldoni
- RSD Beato Papa Giovanni XXIII, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
| | - M Calascibetta
- RSD Beato Papa Giovanni XXIII, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
| | - E Cudazzo
- RSD Beato Papa Giovanni XXIII, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
| | - C Lucca
- RSD Beato Papa Giovanni XXIII, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
| | - V Viganò
- RSD Beato Papa Giovanni XXIII, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
| | - M Danese
- RSD Beato Papa Giovanni XXIII, Mental Health and Addiction Department, ASST Brianza, Limbiate (MB), Italy
| | - G A Minazzi
- Adele Bonolis AS.FRA. Onlus Foundation, Vedano al Lambro (MB), Italy
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | - A Santarone
- Adele Bonolis AS.FRA. Onlus Foundation, Vedano al Lambro (MB), Italy
| | - A Bianco
- Research and Clinical Center (CREA), San Sebastiano Foundation, Misericordia di Firenze, Firenze, Italy
| | - A Hassiotis
- Division of Psychiatry, University College of London, London, UK
| | - M Clerici
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
- Mental Health and Addiction Department, IRCCS Ospedale San Gerardo dei Tintori, Monza, Italy
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Thérien VD, Degré-Pelletier J, Barbeau EB, Samson F, Soulières I. Different levels of visuospatial abilities linked to differential brain correlates underlying visual mental segmentation processes in autism. Cereb Cortex 2023; 33:9186-9211. [PMID: 37317036 PMCID: PMC10350832 DOI: 10.1093/cercor/bhad195] [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: 11/10/2022] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 06/16/2023] Open
Abstract
The neural underpinnings of enhanced locally oriented visual processing that are specific to autistics with a Wechsler's Block Design (BD) peak are largely unknown. Here, we investigated the brain correlates underlying visual segmentation associated with the well-established autistic superior visuospatial abilities in distinct subgroups using functional magnetic resonance imaging. This study included 31 male autistic adults (15 with (AUTp) and 16 without (AUTnp) a BD peak) and 28 male adults with typical development (TYP). Participants completed a computerized adapted BD task with models having low and high perceptual cohesiveness (PC). Despite similar behavioral performances, AUTp and AUTnp showed generally higher occipital activation compared with TYP participants. Compared with both AUTnp and TYP participants, the AUTp group showed enhanced task-related functional connectivity within posterior visuoperceptual regions and decreased functional connectivity between frontal and occipital-temporal regions. A diminished modulation in frontal and parietal regions in response to increased PC was also found in AUTp participants, suggesting heavier reliance on low-level processing of global figures. This study demonstrates that enhanced visual functioning is specific to a cognitive phenotypic subgroup of autistics with superior visuospatial abilities and reinforces the need to address autistic heterogeneity by good cognitive characterization of samples in future studies.
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Affiliation(s)
- Véronique D Thérien
- Laboratory on Intelligence and Development in Autism, Department of Psychology, Université du Québec à Montréal, Montreal, QC H3C 3P8, Canada
- Montreal Cognitive Neuroscience Autism Research Group, CIUSSS du Nord-de-l’île-de-Montreal, 7070, Boulevard Perras, Montréal (Québec) H1E 1A4, Canada
| | - Janie Degré-Pelletier
- Laboratory on Intelligence and Development in Autism, Department of Psychology, Université du Québec à Montréal, Montreal, QC H3C 3P8, Canada
- Montreal Cognitive Neuroscience Autism Research Group, CIUSSS du Nord-de-l’île-de-Montreal, 7070, Boulevard Perras, Montréal (Québec) H1E 1A4, Canada
| | - Elise B Barbeau
- Laboratory on Intelligence and Development in Autism, Department of Psychology, Université du Québec à Montréal, Montreal, QC H3C 3P8, Canada
| | - Fabienne Samson
- Laboratory on Intelligence and Development in Autism, Department of Psychology, Université du Québec à Montréal, Montreal, QC H3C 3P8, Canada
| | - Isabelle Soulières
- Laboratory on Intelligence and Development in Autism, Department of Psychology, Université du Québec à Montréal, Montreal, QC H3C 3P8, Canada
- Montreal Cognitive Neuroscience Autism Research Group, CIUSSS du Nord-de-l’île-de-Montreal, 7070, Boulevard Perras, Montréal (Québec) H1E 1A4, Canada
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Schaeffer J, Abd El-Raziq M, Castroviejo E, Durrleman S, Ferré S, Grama I, Hendriks P, Kissine M, Manenti M, Marinis T, Meir N, Novogrodsky R, Perovic A, Panzeri F, Silleresi S, Sukenik N, Vicente A, Zebib R, Prévost P, Tuller L. Language in autism: domains, profiles and co-occurring conditions. J Neural Transm (Vienna) 2023; 130:433-457. [PMID: 36922431 PMCID: PMC10033486 DOI: 10.1007/s00702-023-02592-y] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 01/14/2023] [Indexed: 03/18/2023]
Abstract
This article reviews the current knowledge state on pragmatic and structural language abilities in autism and their potential relation to extralinguistic abilities and autistic traits. The focus is on questions regarding autism language profiles with varying degrees of (selective) impairment and with respect to potential comorbidity of autism and language impairment: Is language impairment in autism the co-occurrence of two distinct conditions (comorbidity), a consequence of autism itself (no comorbidity), or one possible combination from a series of neurodevelopmental properties (dimensional approach)? As for language profiles in autism, three main groups are identified, namely, (i) verbal autistic individuals without structural language impairment, (ii) verbal autistic individuals with structural language impairment, and (iii) minimally verbal autistic individuals. However, this tripartite distinction hides enormous linguistic heterogeneity. Regarding the nature of language impairment in autism, there is currently no model of how language difficulties may interact with autism characteristics and with various extralinguistic cognitive abilities. Building such a model requires carefully designed explorations that address specific aspects of language and extralinguistic cognition. This should lead to a fundamental increase in our understanding of language impairment in autism, thereby paving the way for a substantial contribution to the question of how to best characterize neurodevelopmental disorders.
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Affiliation(s)
- Jeannette Schaeffer
- Department of Literary and Cultural Analysis & Linguistics, Faculty of Humanities, University of Amsterdam, PO Box 1642, 1000 BP, Amsterdam, The Netherlands.
| | | | | | | | - Sandrine Ferré
- UMR 1253 iBrain, Université de Tours, INSERM, Tours, France
| | - Ileana Grama
- Department of Literary and Cultural Analysis & Linguistics, Faculty of Humanities, University of Amsterdam, PO Box 1642, 1000 BP, Amsterdam, The Netherlands
| | | | | | - Marta Manenti
- UMR 1253 iBrain, Université de Tours, INSERM, Tours, France
| | | | | | | | | | | | | | | | - Agustín Vicente
- University of the Basque Country, Vitoria-Gasteiz, Spain
- Basque Foundation for Science, Ikerbasque, Bilbao, Spain
| | - Racha Zebib
- UMR 1253 iBrain, Université de Tours, INSERM, Tours, France
| | | | - Laurice Tuller
- UMR 1253 iBrain, Université de Tours, INSERM, Tours, France
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Thérien VD, Degré-Pelletier J, Barbeau EB, Samson F, Soulières I. Differential neural correlates underlying mental rotation processes in two distinct cognitive profiles in autism. Neuroimage Clin 2022; 36:103221. [PMID: 36228483 PMCID: PMC9668634 DOI: 10.1016/j.nicl.2022.103221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 09/16/2022] [Accepted: 10/03/2022] [Indexed: 11/11/2022]
Abstract
Enhanced visuospatial abilities characterize the cognitive profile of a subgroup of autistics. However, the neural correlates underlying such cognitive strengths are largely unknown. Using functional magnetic resonance imaging (fMRI), we investigated the neural underpinnings of superior visuospatial functioning in different autistic subgroups. Twenty-seven autistic adults, including 13 with a Wechsler's Block Design peak (AUTp) and 14 without (AUTnp), and 23 typically developed adults (TYP) performed a classic mental rotation task. As expected, AUTp participants were faster at the task compared to TYP. At the neural level, AUTp participants showed enhanced bilateral parietal and occipital activation, stronger occipito-parietal and fronto-occipital connectivity, and diminished fronto-parietal connectivity compared to TYP. On the other hand, AUTnp participants presented greater activation in right and anterior regions compared to AUTp. In addition, reduced connectivity between occipital and parietal regions was observed in AUTnp compared to AUTp and TYP participants. A greater reliance on posterior regions is typically reported in the autism literature. Our results suggest that this commonly reported finding may be specific to a subgroup of autistic individuals with enhanced visuospatial functioning. Moreover, this study demonstrated that increased occipito-frontal synchronization was associated with superior visuospatial abilities in autism. This finding contradicts the long-range under-connectivity hypothesis in autism. Finally, given the relationship between distinct cognitive profiles in autism and our observed differences in brain functioning, future studies should provide an adequate characterization of the autistic subgroups in their research. The main limitations are small sample sizes and the inclusion of male-only participants.
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Affiliation(s)
- Véronique D. Thérien
- Laboratory on Intelligence and Development in Autism, Psychology Department, Université du Québec à Montréal, Montreal, QC, Canada,Montreal Cognitive Neuroscience Autism Research Group, CIUSSS du Nord-de-l’île-de-Montreal, Montreal, QC, Canada
| | - Janie Degré-Pelletier
- Laboratory on Intelligence and Development in Autism, Psychology Department, Université du Québec à Montréal, Montreal, QC, Canada,Montreal Cognitive Neuroscience Autism Research Group, CIUSSS du Nord-de-l’île-de-Montreal, Montreal, QC, Canada
| | - Elise B. Barbeau
- Laboratory on Intelligence and Development in Autism, Psychology Department, Université du Québec à Montréal, Montreal, QC, Canada
| | - Fabienne Samson
- Laboratory on Intelligence and Development in Autism, Psychology Department, Université du Québec à Montréal, Montreal, QC, Canada
| | - Isabelle Soulières
- Laboratory on Intelligence and Development in Autism, Psychology Department, Université du Québec à Montréal, Montreal, QC, Canada,Montreal Cognitive Neuroscience Autism Research Group, CIUSSS du Nord-de-l’île-de-Montreal, Montreal, QC, Canada,Corresponding author at: Psychology Department, Université du Québec à Montréal, C.P. 8888 succursale Centre-ville, Montréal (Québec) H3C 3P8, Canada.
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Dale BA, Finch WH, Shellabarger KAR. Performance of children with ASD on the WISC‐V ancillary index scales. PSYCHOLOGY IN THE SCHOOLS 2022. [DOI: 10.1002/pits.22688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Brittany A. Dale
- Department of Special Education Ball State University Muncie Indiana USA
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Jin WY, Wu LL, Hu LF, Li WH, Song C, Wang YY, Liu XL, Zhu ZW. Intelligence profiles and adaptive behaviors of high-functioning autism spectrum disorder and developmental speech and language disorders. Front Pediatr 2022; 10:972643. [PMID: 36699306 PMCID: PMC9869386 DOI: 10.3389/fped.2022.972643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 12/06/2022] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVE The present study was aimed at investigating the intelligence profiles and adaptive behaviors of children with high-functioning autism spectrum disorder (HFASD) and developmental speech and language disorders (DSLDs). We compared the similarities and differences of cognitive capabilities and adaptive functions and explored their correlations in the HFASD and DSLDs groups. METHODS 128 patients with HFASD, 111 patients with DSLDs and 114 typically developing (TD) children were enrolled into our study. Wechsler Intelligence Scale for Children-IV (WISC-IV) and Adaptive Behavior Assessment System-II (ABAS-II) were respectively applied to evaluate intelligence profiles and adaptive behaviors. Intelligence quotient (IQ) scores and adaptive functioning scores among the HFASD, DSLDs and TD groups were compared through one-way ANOVA. Pearson correlation coefficient was applied to examine the relationships between WISC indices and ABAS domains. RESULTS Outcomes showed significantly poorer intelligence profiles and adaptive behaviors in HFASD and DSLDs groups. Both children with HFASD and DSLDs demonstrated impairments in verbal comprehension and executive functions. Processing speed and working memory were the predominant defects of children with HFASD and DSLDs in the field of executive functions, respectively. Whereas perceptual reasoning was a relative strength for them. Children with DSLDs had balanced scores of all the domains in ABAS-II; nevertheless, HFASD individuals demonstrated striking impairments in Social domain. Correlation analysis showed IQs of children with HFASD were positively correlated with all the domains and General Adaptive Composite (GAC) of ABAS-II. Additionally, IQs were positively correlated with Conceptual domain and GAC for children with DSLDs. Compared with DSLDs group, intelligence displayed stronger correlations with adaptive behaviors in HFASD group. CONCLUSION Our study expanded insights regarding intelligence profiles and adaptive behaviors of children with HFASD and DSLDs. Moreover, this study made breakthroughs in discovering positive correlations between IQs and adaptive functions in the two neurodevelopmental disorders.
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Affiliation(s)
- Wen-Yuan Jin
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Ling-Ling Wu
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Li-Fei Hu
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Wen-Hao Li
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Chao Song
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Yan-Yan Wang
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Xiao-Lin Liu
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Zhi-Wei Zhu
- Department of Developmental Behavioral Pediatrics, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
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Using Clustering to Examine Inter-individual Variability in Topography of Auditory Event-Related Potentials in Autism and Typical Development. Brain Topogr 2021; 34:681-697. [PMID: 34292447 PMCID: PMC8436953 DOI: 10.1007/s10548-021-00863-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 07/12/2021] [Indexed: 11/02/2022]
Abstract
Although prior studies have compared sensory event-related potential (ERP) responses between groups of autistic and typically-developing participants, it is unclear how heterogeneity contributes to the results of these studies. The present study used examined individual differences in these responses. 130 autistic children and 81 typically-developing children, aged between 2 and 5 years, listened to tones at four identity levels while 61-channel electroencephalography was recorded. Hierarchical clustering was used to group participants based on rescaled ERP topographies between 51 and 350 ms. The hierarchical clustering analysis revealed substantial heterogeneity. Some of the seven clusters defined in this analysis were characterized by prolonged fronto-central positivities and/or weak or absent N2 negativities. However, many other participants fell into clusters in which N2 responses were present at varying latencies. Atypical response morphologies such as absent N2 responses and/or prolonged positive-going responses found in some autistic participants may account for prior research findings of attenuated N2 amplitudes in autism. However, there was also considerable overlap between groups, with participants of both groups appearing in all clusters. These results emphasize the utility of using clustering to explore individual differences in brain responses, which can expand on and clarify the results of analyses of group mean differences.
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