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Hodge A, Sutherland R, Ong N, Chan E, Barnett D, Bennett B, Boulton K, Francis D, Guastella A, Papanicolaou A, Tomsic G, Williamsz M, Silove N. Telehealth assessment of autism in preschoolers using the TELE-ASD-PEDS: A pilot clinical investigation. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023:1-17. [PMID: 38105699 DOI: 10.1080/17549507.2023.2270187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
PURPOSE Appropriate early intervention is beneficial but dependent on accurate and timely diagnoses. This has been affected by long waiting lists for face-to-face clinical services, in part due to pandemic lockdowns, with telehealth introduced in many services to continue clinical services. This pilot clinical study investigated the feasibility of integrating a specially-designed telepractice autism assessment tool into a tertiary diagnostic service. METHOD Eighteen boys (2;4-5;1) participated in the study. Assessment was undertaken as per standard practice (parent interview, questionnaires, review of reports), with an additional telepractice assessment, included in place of face-to-face assessment, to provide clinicians with an observation of the children's communication, behaviours, and interests. Ten parents provided feedback via semi-structured interviews. RESULT The TELE-ASD-PEDS was a feasible assessment tool in terms of administration, clinical experience, and information gained through the assessment process. Parents reported mostly positive experiences of the TELE-ASD-PEDS and made suggestions for improvements for future use of this tool. CONCLUSION It is possible to obtain useful information about a child's autism-specific behaviours using the activities in the TELE-ASD-PEDS. This information can be combined with clinical history from parents using the DSM-5 framework to provide a gold standard assessment for autism.
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Affiliation(s)
- Antoinette Hodge
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
| | - Rebecca Sutherland
- Discipline of Speech Pathology, Faculty of Medicine and Health, Univeristy of Sydney, Sydney, Australia
| | - Natalie Ong
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
- Discipline of Speech Pathology, Faculty of Medicine and Health, Univeristy of Sydney, Sydney, Australia
- The School of Women's and Children's Health, University of New South Wales, Sydney, Australia
| | - Esther Chan
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
| | - Diana Barnett
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
| | - Beverley Bennett
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
| | - Kelsie Boulton
- Discipline of Speech Pathology, Faculty of Medicine and Health, Univeristy of Sydney, Sydney, Australia
| | - Deanna Francis
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
- Black Dog Institute, University of New South Wales, Sydney, Australia, and
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Adam Guastella
- Discipline of Speech Pathology, Faculty of Medicine and Health, Univeristy of Sydney, Sydney, Australia
| | - Angela Papanicolaou
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
| | - Gail Tomsic
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
| | - Marcia Williamsz
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
| | - Natalie Silove
- Child Development Unit, The Children's Hospital at Westmead, Westmead, Australia
- Discipline of Speech Pathology, Faculty of Medicine and Health, Univeristy of Sydney, Sydney, Australia
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Li C, Li T, Chen Y, Zhang C, Ning M, Qin R, Li L, Wang X, Chen L. Sex differences of the triple network model in children with autism: A resting-state fMRI investigation of effective connectivity. Autism Res 2023; 16:1693-1706. [PMID: 37565548 DOI: 10.1002/aur.2991] [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: 04/22/2023] [Accepted: 07/06/2023] [Indexed: 08/12/2023]
Abstract
Autism spectrum disorder (ASD) has a pronounced male predominance, but the underlying neurobiological basis of this sex bias remains unclear. Gender incoherence (GI) theory suggests that ASD is more neurally androgynous than same-sex controls. Given its central role, altered structures and functions, and sex-dependent network differences in ASD, the triple network model, including the central executive network (CEN), default mode network (DMN), and salience network (SN), has emerged as a candidate for characterizing this sex difference. Here, we measured the sex-related effective connectivity (EC) differences within and between these three networks in 72 children with ASD (36 females, 8-14 years) and 72 typically developing controls (TCs) (36 females, 8-14 years) from 5 sites of the Autism Brain Imaging Data Exchange repositories using a 2 × 2 analysis of covariance factorial design. We also assessed brain-behavior relationships and the effects of age on EC. We found significant diagnosis-by-sex interactions on EC: females with ASD had significantly higher EC than their male counterparts within the DMN and between the SN and CEN. The interaction pattern supported the GI theory by showing that the higher EC observed in females with ASD reflected a shift towards the higher level of EC displayed in male TCs (neural masculinization), and the lower EC seen in males with ASD reflected a shift towards the lower level of EC displayed in female TCs (neural feminization). We also found significant brain-behavior correlations and significant effects of age on EC.
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Affiliation(s)
- Cuicui Li
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Tong Li
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Ying Chen
- Department of Radiology, Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Chunling Zhang
- Department of Radiology, Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Mingmin Ning
- Department of Neurology, Guangzhou Women and Children's Medical Center, China
| | - Rui Qin
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Lin Li
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Ximing Wang
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Linglong Chen
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, China
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Child functioning in inclusive preschools: Associations between self-regulation, engagement, prosociality, and hyperactivity. JOURNAL OF APPLIED DEVELOPMENTAL PSYCHOLOGY 2023. [DOI: 10.1016/j.appdev.2023.101518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
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4
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Child Lead Screening Behaviors and Health Outcomes Following the Flint Water Crisis. J Racial Ethn Health Disparities 2023; 10:418-426. [PMID: 35041153 DOI: 10.1007/s40615-022-01233-6] [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: 10/11/2021] [Revised: 01/05/2022] [Accepted: 01/06/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND There is little research on lead (Pb) screening behaviors and outcomes and possible health sequelae of children in Flint, Michigan in the years following the city's 2014 water crisis, which included widespread tap water contamination with elevated levels of heavy metals and other environmental contaminants. METHODS Between June and November 2019, we collected and analyzed cross-sectional data on Flint children's demographics and self-report of screenings of blood lead levels (BLLs) and results and various potential water contamination-related health symptoms and outcomes. We calculated descriptive statistics to summarize the prevalence of health outcomes and screenings in children, and fit multivariable models using generalized estimating equations to characterize the association between baseline traits and health symptoms and outcomes in children. RESULTS A total of 244 children (mean age 8.6 ± 4.8) were included in the analysis. Overall, 76.6% of the children were reported to have been screened for elevated BLLs after the water source switch. In total, after the water source switch, 25.0% of children were reported as having clinician-diagnosed elevated BLLs. Overall, 43.9% of children experienced hyperactivity, 39.3% had emotional agitation, 29.1% had comprehension issues/learning delays, while 38.9% of children had skin rashes and 10.7% experienced hair loss. A child having elevated BLLs also significantly increased the odds of experiencing adverse cognitive/behavioral outcomes (comprehension issues/learning delays OR = 4.0, hyperactivity OR = 6.6, emotional agitation OR = 3.5). CONCLUSION Child BLL screening following the crisis initiation was moderate, and BLLs and potential water contamination-related morbidity outcomes appeared heightened. Further research is needed to contextualize epidemiologic factors contributing to BLL screening patterns and results and the potential water contamination-associated sequelae observed here.
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Chawla P, Rana SB, Kaur H, Singh K. Computer-aided diagnosis of autism spectrum disorder from EEG signals using deep learning with FAWT and multiscale permutation entropy features. Proc Inst Mech Eng H 2023; 237:282-294. [PMID: 36515392 DOI: 10.1177/09544119221141751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Autism spectrum disorder (ASD), a neurodevelopment disorder, is characterized by significant difficulties in social interaction and emerges as a major threat to children. Its computer-aided diagnosis used by neurologists improves the detection process and has a favorable impact on patients' health. Currently, a biomarker termed electroencephalography (EEG) is considered as vital tool to detect abnormal electrical activity in the brain. In this context, the present paper brings forth a novel approach for automated diagnosis of ASD from multichannel EEG signals using flexible analytic wavelet transform (FAWT). Firstly, this approach processes the acquired EEG signals with filtering and segmentation into short-duration EEG segments in the range of 5-20 s. These segmented EEG signals are decomposed into five levels using FAWT technique to obtain various sub-bands. Further, multiscale permutation entropy values are extracted from decomposed sub-bands which are used as feature vectors in the present work. Afterwards, these feature vectors are evaluated by traditional machine learning algorithms viz., k-nearest neighbor, logistic regression, support vector machine, and random forest, as well as convolutional neural network (CNN) as deep learning algorithm with different segment durations. The analysis of results reveals that CNN provides maximum accuracy, sensitivity, specificity, and area under the curve of 99.19%, 99.34%, 99.21%, and 0.9997, respectively, for 10 s duration EEG segment to identify ASD patients among healthy individuals. Thus, the proposed CNN architecture would be extremely helpful during diagnostic process of autism disease for neurologists.
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Affiliation(s)
- Parikha Chawla
- Department of Engineering & Technology, Guru Nanak Dev University Regional Campus, Gurdaspur, Punjab, India
| | - Shashi B Rana
- Department of Engineering & Technology, Guru Nanak Dev University Regional Campus, Gurdaspur, Punjab, India
| | - Hardeep Kaur
- Department of Electronics Technology, Guru Nanak Dev University, Amritsar, Punjab, India
| | - Kuldeep Singh
- Department of Electronics Technology, Guru Nanak Dev University, Amritsar, Punjab, India
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Saure E, Castrén M, Mikkola K, Salmi J. Intellectual disabilities moderate sex/gender differences in autism spectrum disorder: a systematic review and meta-analysis. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2023; 67:1-34. [PMID: 36444668 DOI: 10.1111/jir.12989] [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: 12/22/2021] [Revised: 10/19/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Girls/women with autism spectrum disorder (ASD) are suggested to exhibit different symptom profiles than boys/men with ASD. Accumulating evidence suggests that intellectual disability (ID) may affect sex/gender differences in ASD. However, a systematic review and meta-analysis on this topic is missing. METHODS Two databases (MEDLINE and PsycINFO) were used to search for studies reporting sex/gender differences (girls/women versus boys/men) in social communication and interaction, restrictive and repetitive behaviour and interests (RRBIs), sensory processing, and linguistic and motor abilities in ASD. The final sample consisted of 79 studies. The meta-analysis was performed with Review Manager using a random-effects model. Participants with ASD without and with ID were analysed as separate subgroups, and the effects in these two subgroups were also compared with each other. RESULTS Girls/women with ASD without ID displayed fewer RRBIs, more sensory symptoms and less problems in linguistic abilities than their boys/men counterparts. In contrast, girls/women with ASD with ID displayed more social difficulties and RRBIs, poorer linguistic abilities and more motor problems than boys/men with ASD with ID. Comparisons of groups of participants with ASD without ID versus participants with ASD with ID confirmed differences in sex/gender effects on social difficulties, sensory processing, linguistic abilities and motor abilities. CONCLUSIONS Our results clearly suggest that the female phenotype of ASD is moderated by ID. Among individuals with ASD with ID, girls/women seem to be more severely affected than boys/men, whereas among individuals with ASD without ID, girls/women with ASD may have less symptoms than boys/men. Such phenotypic differences could be a potential cause of underrecognition of girls/women with ASD, and it is also possible that observed phenotypic differences may reflect underdiagnosing of girls/women with ASD.
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Affiliation(s)
- E Saure
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- BABA Center and Department of Clinical Neurophysiology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - M Castrén
- Department of Physiology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - K Mikkola
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - J Salmi
- Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
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Kamikubo R, Wang L, Marte C, Mahmood A, Kacorri H. Data Representativeness in Accessibility Datasets: A Meta-Analysis. ASSETS. ANNUAL ACM CONFERENCE ON ASSISTIVE TECHNOLOGIES 2022; 2022:8. [PMID: 36939417 PMCID: PMC10024595 DOI: 10.1145/3517428.3544826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/21/2023]
Abstract
As data-driven systems are increasingly deployed at scale, ethical concerns have arisen around unfair and discriminatory outcomes for historically marginalized groups that are underrepresented in training data. In response, work around AI fairness and inclusion has called for datasets that are representative of various demographic groups. In this paper, we contribute an analysis of the representativeness of age, gender, and race & ethnicity in accessibility datasets-datasets sourced from people with disabilities and older adults-that can potentially play an important role in mitigating bias for inclusive AI-infused applications. We examine the current state of representation within datasets sourced by people with disabilities by reviewing publicly-available information of 190 datasets, we call these accessibility datasets. We find that accessibility datasets represent diverse ages, but have gender and race representation gaps. Additionally, we investigate how the sensitive and complex nature of demographic variables makes classification difficult and inconsistent (e.g., gender, race & ethnicity), with the source of labeling often unknown. By reflecting on the current challenges and opportunities for representation of disabled data contributors, we hope our effort expands the space of possibility for greater inclusion of marginalized communities in AI-infused systems.
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Affiliation(s)
- Rie Kamikubo
- College of Information Studies, University of Maryland, College Park, United States
| | - Lining Wang
- Department of Computer Science, University of Maryland, College Park, United States
| | - Crystal Marte
- College of Information Studies, University of Maryland, College Park, United States
| | - Amnah Mahmood
- Department of Mathematics, University of Maryland, College Park, United States
| | - Hernisa Kacorri
- College of Information Studies, University of Maryland, College Park, United States
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Impaired Biological Motion Processing and Motor Skills in Adults with Autistic Traits. J Autism Dev Disord 2022:10.1007/s10803-022-05572-5. [PMID: 35524834 DOI: 10.1007/s10803-022-05572-5] [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: 04/11/2022] [Indexed: 10/18/2022]
Abstract
The present study explored the relationship between biological motion (BioM) processing, motor skills, and autistic traits within a non-clinical sample of 621 adults (18-73 years, 51.8% female). Results indicated that adults with greater autistic traits also endorsed difficulties associated with developmental coordination disorder (DCD) in childhood and adulthood. Traits associated with autism spectrum disorder and DCD were predictive of BioM processing abilities. The results also revealed sex differences in DCD, autistic traits, and BioM processing. Overall, these findings suggest that adults with greater autistic traits experience both deficits in motor activities as well as underlying motor perceptual abilities.
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Tofani M, Scarcella L, Galeoto G, Giovannone F, Sogos C. Behavioral gender differences across Pre-School Children with Autism Spectrum Disorders: a cross-sectional study. J Autism Dev Disord 2022:10.1007/s10803-022-05498-y. [PMID: 35290561 DOI: 10.1007/s10803-022-05498-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/21/2022] [Indexed: 11/26/2022]
Abstract
There is increasing literature showing that the presentation of Autism Spectrum Disorder (ASD) could be different according to the sex of the patient. Through the analysis of the Autism Diagnostic Interview Revised interview results of a study group consisting of 56 preschool children diagnosed with ASD potential differences in the presentation of ASD were searched. Variables investigated were verbal abilities, the presence/absence of unusual sensory interests, as well as of echolalia. The results showed significant differences between gender in restricted and repetitive behavior (p < 0.01), in particular for those children who have no unusual sensory interest (p < 0.05) and with minimal verbal ability (p < 0.05). The findings contribute providing evidences on phenotypical differences in preschool children with a diagnosis of Autism Spectrum Disorder.
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Affiliation(s)
- Marco Tofani
- Department of Intensive Neurorehabilitation and Robotics, Bambino Gesù Children Hospital, IRCCS, Rome, Italy
| | - Lucia Scarcella
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
| | - Giovanni Galeoto
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
| | | | - Carla Sogos
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.
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Calderoni S. Sex/gender differences in children with autism spectrum disorder: A brief overview on epidemiology, symptom profile, and neuroanatomy. J Neurosci Res 2022; 101:739-750. [PMID: 35043482 DOI: 10.1002/jnr.25000] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 11/01/2021] [Accepted: 12/03/2021] [Indexed: 12/11/2022]
Abstract
Autism spectrum disorders (ASD) are a heterogeneous group of neurodevelopmental conditions whose shared core features are impairments in social interaction and communication as well as restricted patterns of behavior, interests, and activities. The significant and consistent male preponderance in ASD prevalence has historically affected the scientific knowledge of autism in females as regards, inter alia, the clinical presentation, the genetic architecture, and the structural brain underpinnings. Indeed, females with ASD are under-investigated as samples recruited for clinical research typically reflect the strong male bias of the disorder. In the last years, the study of the various aspects of sex/gender (s/g) differences in ASD is gaining increased clinical and research interest resulting in a growing number of investigations on this topic. Here, I review and discuss evidence emerged from epidemiological, clinical, and neuroimaging studies in the last decade focusing on s/g differences in children with ASD. These studies are the prerequisites for the development of assessment and treatment practices which take into consideration s/g differences in ASD. Ultimately, a better understanding of s/g differences aims at improving healthcare for both ASD males and females.
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Affiliation(s)
- Sara Calderoni
- Department of Developmental Neuroscience, IRCCS Fondazione Stella Maris, Pisa, Italy.,Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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Zhou B, Xu Q, Li H, Zhang Y, Li D, Dong P, Wang Y, Lu P, Zhu Y, Xu X. Motor impairments in Chinese toddlers with autism spectrum disorder and its relationship with social communicative skills. Front Psychiatry 2022; 13:938047. [PMID: 36311507 PMCID: PMC9613953 DOI: 10.3389/fpsyt.2022.938047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 09/26/2022] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE Motor impairments are prevalent in children with autism spectrum disorder (ASD) and persistent across age. Our current study was designed to investigate motor deficits in Chinese toddlers with ASD and to explore the relationships between motor deficits and social communication skills. METHODS For this cross-sectional study, we recruited a total of 210 Chinese toddlers with ASD aged between 18 and 36 months in the study during December 2017 to December 2020. Griffiths Developmental Scales-Chinese (GDS-C), Autism Diagnostic Observation Schedule-Second Edition (ADOS-2) and Communication and Symbolic Behavior Scales Developmental Profile-Infant-Toddler Checklist (CSBS-DP-ITC) were administered in these toddlers to evaluate their development, social communicative skills, and autism severity. We compared the developmental and social communicational profiles of ASD toddlers in different gross and fine motor subgroups, and explored potential associated factors. The univariate generalized linear model tested the relationship of fine and gross motor skills and social communicative skills. RESULTS The prevalence of gross and fine motor deficits were 59.5 and 82.5%, respectively, which are almost equivalent in boys and girls. The motor impairments tended to be more severe with age in toddlers. After adjusting for age, sex, non-verbal development quotient (DQ) and restricted, repetitive behaviors, severer gross motor impairments were significantly related to higher comparison score of ADOS-2 and higher social composite score of CSBS-DP-ITC, without interactions with other variables. Meanwhile, lower fine motor skills were associated with more deficits of social communication and higher severity of ASD, also depending on non-verbal DQ. In the lower non-verbal DQ subgroup, both fine motor deficits and restricted repetitive behaviors (RRBs) might have effects on autism symptomology. CONCLUSION Motor impairments are common in Chinese toddlers with ASD. Toddlers with weaker gross and fine motor skills have greater deficits in social communicative skills. Gross motor impairment might be an independent predictor of the severity of autism and social communication skills, while the effect of fine motor deficits might be affected by non-verbal DQ and RRBs of toddlers with ASD. We provide further justification for the inclusion of motor impairments in the early intervention for toddlers with ASD.
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Affiliation(s)
- Bingrui Zhou
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Qiong Xu
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Huiping Li
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Ying Zhang
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Dongyun Li
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Ping Dong
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Yi Wang
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Ping Lu
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Ye Zhu
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
| | - Xiu Xu
- Department of Child Healthcare, Children's Hospital of Fudan University, Shanghai, China
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Kim SK, McKay D, Cepeda SL, Schneider SC, Wood J, Storch EA. Assessment of improvement in anxiety severity for children with autism spectrum disorder: The matched correspondence analysis approach. J Psychiatr Res 2021; 145:175-181. [PMID: 34923358 PMCID: PMC9198104 DOI: 10.1016/j.jpsychires.2021.12.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 10/06/2021] [Accepted: 12/10/2021] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Clinical trials typically involve random assignment to treatment conditions. However, random assignment does not guarantee a lack of systematic variation in the outcomes, and application of covariation methods for multiple dependent measures requires complicated assumptions that are often not met. METHODS This study employed matched correspondence analysis (CA) for controlling systematic variation and handling multiple outcomes. One hundred nine children with autism spectrum disorder (ASD) were assessed for anxiety symptom severity across four studies, where participants were randomly assigned to either cognitive behavioral therapy (CBT) or treatment as usual or waitlist (TAU/WT). Matched CA is designed to optimally scale only the differences between baseline and posttreatment, rendering the systematic baseline carryover effects irrelevant. RESULTS Differences in treatment efficacy were observed. CBT showed treatment efficacy on anxiety severity and anxiety-related impairment relative to TAU/WT, after the control of baseline carryover effects. CONCLUSION This study provides a way to control systematic variation between groups at the outset of treatment trials and is expected to provide a novel pathway to more proper assessment of treatment efficacy for children with ASD and anxiety.
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Affiliation(s)
- Se-Kang Kim
- Department of Psychology, Fordham University, USA.
| | - Dean McKay
- Department of Psychology, Fordham University, USA
| | - Sandra L Cepeda
- Department of Psychiatry & Behavioral Sciences, Baylor College of Medicine, USA
| | - Sophie C Schneider
- Department of Psychiatry & Behavioral Sciences, Baylor College of Medicine, USA
| | - Jeffrey Wood
- Department of Education, University of California, Los Angeles, USA
| | - Eric A Storch
- Department of Psychiatry & Behavioral Sciences, Baylor College of Medicine, USA
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Prevalence of Decreased Sound Tolerance (Hyperacusis) in Individuals With Autism Spectrum Disorder: A Meta-Analysis. Ear Hear 2021; 42:1137-1150. [PMID: 33577214 DOI: 10.1097/aud.0000000000001005] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
OBJECTIVES Hyperacusis, defined as decreased tolerance to sound at levels that would not trouble most individuals, is frequently observed in individuals with autism spectrum disorder (ASD). Despite the functional impairment attributable to hyperacusis, little is known about its prevalence or natural history in the ASD population. The objective of this study was to conduct a systematic review and meta-analysis estimating the current and lifetime prevalence of hyperacusis in children, adolescents, and adults with ASD. By precisely estimating the burden of hyperacusis in the ASD population, the present study aims to enhance recognition of this particular symptom of ASD and highlight the need for additional research into the causes, prevention, and treatment of hyperacusis in persons on the spectrum. DESIGN We searched PubMed and ProQuest to identify peer-reviewed articles published in English after January 1993. We additionally performed targeted searches of Google Scholar and the gray literature, including studies published through May 2020. Eligible studies included at least 20 individuals with diagnosed ASD of any age and reported data from which the proportion of ASD individuals with current and/or lifetime hyperacusis could be derived. To account for multiple prevalence estimates derived from the same samples, we utilized three-level Bayesian random-effects meta-analyses to estimate the current and lifetime prevalence of hyperacusis. Bayesian meta-regression was used to assess potential moderators of current hyperacusis prevalence. To reduce heterogeneity due to varying definitions of hyperacusis, we performed a sensitivity analysis on the subset of studies that ascertained hyperacusis status using the Autism Diagnostic Interview-Revised (ADI-R), a structured parent interview. RESULTS A total of 7783 nonduplicate articles were screened, of which 67 were included in the review and synthesis. Hyperacusis status was ascertained in multiple ways across studies, with 60 articles employing interviews or questionnaires and seven using behavioral observations or objective measures. The mean (range) age of samples in the included studies was 7.88 years (1.00 to 34.89 years). The meta-analysis of interview/questionnaire measures (k(3) = 103, nASD = 13,093) estimated the current and lifetime prevalence of hyperacusis in ASD to be 41.42% (95% CrI, 37.23 to 45.84%) and 60.58% (50.37 to 69.76%), respectively. A sensitivity analysis restricted to prevalence estimates derived from the ADI-R (k(3) = 25, nASD = 5028) produced similar values. The estimate of current hyperacusis prevalence using objective/observational measures (k(3) = 8, nASD = 488) was 27.30% (14.92 to 46.31%). Heterogeneity in the full sample of interview/questionnaire measures was substantial but not significantly explained by any tested moderator. However, prevalence increased sharply with increasing age in studies using the ADI-R (BF10 = 93.10, R2Het = 0.692). CONCLUSIONS In this meta-analysis, we found a high prevalence of current and lifetime hyperacusis in individuals with ASD, with a majority of individuals on the autism spectrum experiencing hyperacusis at some point in their lives. The high prevalence of hyperacusis in individuals with ASD across the lifespan highlights the need for further research on sound tolerance in this population and the development of services and/or interventions to reduce the burden of this common symptom.
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Gray L, Bownas E, Hicks L, Hutcheson-Galbraith E, Harrison S. Towards a better understanding of girls on the Autism spectrum: educational support and parental perspectives. EDUCATIONAL PSYCHOLOGY IN PRACTICE 2021. [DOI: 10.1080/02667363.2020.1863188] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Laura Gray
- Educational Psychology Service, South Tyneside Council, South Shields, UK
| | - Ella Bownas
- Educational Psychology Service, South Tyneside Council, South Shields, UK
| | - Lucy Hicks
- School of Education, Communication and Language Sciences, Newcastle University School of Education, Tyne and Wear, Newcastle upon Tyne, UK
| | | | - Sandra Harrison
- Educational Psychology Service, South Tyneside Council, South Shields, UK
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15
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du Toit MN, van der Linde J, Swanepoel DW. Developmental Risks in Vulnerable Children from a Low-Income South African Community. Matern Child Health J 2021; 25:590-598. [PMID: 33389457 DOI: 10.1007/s10995-020-03111-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/10/2020] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To describe the developmental risks, and its influence, in young children from a low-income South African community. METHOD An exploratory, cross-sectional research study design was employed. Developmental screening was conducted during home visits with 126 caregivers and children between 0 and 42 months of age from a low-income South African community. Children who failed the rescreen were referred for diagnostic assessment. A binomial logistic regression was used to determine the effect of developmental risks on developmental outcomes. RESULTS Seventy-three percent of children screened were identified with a possible developmental delay (n = 59) according to caregiver-report using the PEDS tools. The regression model was statistically significant (χ2 (3) = 34.902, p < 0.001) with exposure to multiple languages (p < 0.05; odds ratio 3.810, CI 1.2-12.4) most indicative of potential developmental delay. Older children (19-42 months) were also more at risk of developmental delay (p < 0.001) than younger children (0-18 months). CONCLUSIONS FOR PRACTICE Healthcare professionals serving these vulnerable populations should create awareness amongst caregivers about the effect of developmental risks, in particularly multiple language exposure, on development.
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Affiliation(s)
- Maria N du Toit
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria, 0001, South Africa.
| | - Jeannie van der Linde
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria, 0001, South Africa
| | - De Wet Swanepoel
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria, 0001, South Africa
- Ear Sciences Centre, School of Surgery, University of Western Australia, Nedlands, Australia
- Ear Science Institute Australia, Subiaco, Australia
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16
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Li HH, Wang CX, Feng JY, Wang B, Li CL, Jia FY. A Developmental Profile of Children With Autism Spectrum Disorder in China Using the Griffiths Mental Development Scales. Front Psychol 2020; 11:570923. [PMID: 33240159 PMCID: PMC7680850 DOI: 10.3389/fpsyg.2020.570923] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 10/19/2020] [Indexed: 12/11/2022] Open
Abstract
The purpose of this study was to profile the mental development of children aged 18 to 96 months with autism spectrum disorder (ASD) using the Chinese version of the Griffiths Mental Development Scales (GMDS), and to explore the relationships between developmental levels and ASD severity, the sex of the child and the age of ASD diagnosis. Children with ASD (n = 398; 337 boys, 61 girls) were recruited and ASD severity evaluated using the Autism Behavior Checklist and the Childhood Autism Rating Scale, while the GMDS was used to evaluate the children's mental development. Study participants were divided into groups according to GMDS general and subscale quotients, ASD severity, sex, and age. The majority of groups divided according to the GMDS quotients exhibited an unbalanced distribution in respect of the six domains of the GMDS and there were significant differences within the six subscale quotients. Autism severity, sex and age had significant effects on the overall level of development of autistic children. The quotients recorded for the children with more severe ASD were significantly lower than those for the children with less severe ASD. A markedly higher proportion of developmental delay was recorded for girls than boys in relation to the performance subscale. The locomotor quotient decreased in line with age at diagnosis, while autism severity and age had significant effects on the general and subscale quotients and sex had a significant effect on performance quotient. Children with ASD exhibit an uneven cognitive development profile, and their overall developmental levels are affected by autism severity, sex and age. Specific cognitive domains differ according to sex in children with ASD. Locomotor skills tend to decrease according to the age at diagnosis for autistic children aged 18 to 84 months. Autism severity and age are also associated with the level of functioning in different cognitive areas. These findings contribute to define the cognitive developmental profiles of children with ASD.
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Affiliation(s)
- Hong-Hua Li
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Changchun, China
| | - Cheng-Xin Wang
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Changchun, China
| | - Jun-Yan Feng
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Changchun, China
| | - Bing Wang
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Changchun, China
| | - Chun-Li Li
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Changchun, China
| | - Fei-Yong Jia
- Department of Developmental and Behavioral Pediatrics, The First Hospital of Jilin University, Changchun, China.,Pediatric Research Institute, Changchun, China
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17
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Abstract
As the prevalence of autism spectrum disorder (ASD) has increased in recent years, so too has the body of research describing the importance of early diagnosis and early intervention. Unfortunately, a large proportion of children with the disorder do not receive a diagnosis until after their fourth birthday. Various reasons exist for late diagnosis, including limited understanding of nuanced early warning signs and limited knowledge of effective early detection mechanisms among healthcare providers. Since early diagnosis enables access to treatment, and early intensive intervention improves long-term developmental outcomes, early detection by pediatric healthcare providers is critical. This article will review ASD prevalence rates, describe correlates and factors that might influence prevalence estimates, and highlight recent advances in early detection methods and intervention services.
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Affiliation(s)
- Stephen N James
- Research Department, Southwest Autism Research and Resource Center, Phoenix, AZ.
| | - Christopher J Smith
- Research Department, Southwest Autism Research and Resource Center, Phoenix, AZ
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18
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Lawrence KE, Hernandez LM, Bowman HC, Padgaonkar NT, Fuster E, Jack A, Aylward E, Gaab N, Van Horn JD, Bernier RA, Geschwind DH, McPartland JC, Nelson CA, Webb SJ, Pelphrey KA, Green SA, Bookheimer SY, Dapretto M. Sex Differences in Functional Connectivity of the Salience, Default Mode, and Central Executive Networks in Youth with ASD. Cereb Cortex 2020; 30:5107-5120. [PMID: 32350530 DOI: 10.1093/cercor/bhaa105] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/10/2020] [Accepted: 03/30/2020] [Indexed: 02/07/2023] Open
Abstract
Autism spectrum disorder (ASD) is associated with the altered functional connectivity of 3 neurocognitive networks that are hypothesized to be central to the symptomatology of ASD: the salience network (SN), default mode network (DMN), and central executive network (CEN). Due to the considerably higher prevalence of ASD in males, however, previous studies examining these networks in ASD have used primarily male samples. It is thus unknown how these networks may be differentially impacted among females with ASD compared to males with ASD, and how such differences may compare to those observed in neurotypical individuals. Here, we investigated the functional connectivity of the SN, DMN, and CEN in a large, well-matched sample of girls and boys with and without ASD (169 youth, ages 8-17). Girls with ASD displayed greater functional connectivity between the DMN and CEN than boys with ASD, whereas typically developing girls and boys differed in SN functional connectivity only. Together, these results demonstrate that youth with ASD exhibit altered sex differences in these networks relative to what is observed in typical development, and highlight the importance of considering sex-related biological factors and participant sex when characterizing the neural mechanisms underlying ASD.
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Affiliation(s)
- Katherine E Lawrence
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Leanna M Hernandez
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Hilary C Bowman
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Namita T Padgaonkar
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Emily Fuster
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Allison Jack
- Autism & Neurodevelopmental Disorders Institute, The George Washington University, Washington, DC 20052, USA.,Dept. of Pharmacology & Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC 20052, USA
| | - Elizabeth Aylward
- Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, Washington 98195, USA
| | - Nadine Gaab
- Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.,Department of Pediatrics, Harvard Medical School, Cambridge, MA 02138, USA.,Harvard Graduate School of Education, Cambridge, MA 02138, USA
| | - John D Van Horn
- Department of Psychology, University of Virginia, Charlottesville, VA 22904, USA
| | - Raphael A Bernier
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington 98195, USA
| | - Daniel H Geschwind
- Department of Neurology and Center for Neurobehavioral Genetics, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - James C McPartland
- Department of Pediatrics, Yale School of Medicine, New Haven, CT 06520, USA.,Child Study Center, Yale School of Medicine, New Haven, CT 06520, USA
| | - Charles A Nelson
- Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.,Department of Pediatrics, Harvard Medical School, Cambridge, MA 02138, USA
| | - Sara J Webb
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington 98195, USA.,Center on Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, Washington 98195, USA
| | - Kevin A Pelphrey
- Department of Neurology, University of Virginia, Charlottesville, VA 22904, USA
| | - Shulamite A Green
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Susan Y Bookheimer
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Mirella Dapretto
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, USA
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Craig F, Crippa A, De Giacomo A, Ruggiero M, Rizzato V, Lorenzo A, Fanizza I, Margari L, Trabacca A. Differences in Developmental Functioning Profiles Between Male and Female Preschoolers Children With Autism Spectrum Disorder. Autism Res 2020; 13:1537-1547. [PMID: 32282130 DOI: 10.1002/aur.2305] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 02/12/2020] [Accepted: 03/22/2020] [Indexed: 11/11/2022]
Abstract
This study investigated differences in clinical symptoms and developmental functioning profiles as well as sex-specific correlations of clinical characteristics and communication abilities, motor skills, and maladaptive behaviors in male and female preschoolers with autism spectrum disorder (ASD). Fifty-two females (mean age 4.5 ± 2.16 years old) and 62 males (mean age 4.2 ± 1.17 years old) with ASD were enrolled and assessed by measures including the Autism Diagnostic Observation Schedule-Second Edition (ADOS-2) and Psychoeducational Profile-Third Edition (PEP-3). We found intellectual disability in 91.2% of the children. While preschoolers with ASD showed comparable severity of restricted and repetitive behaviors (P = 0.17), females with ASD were less severely affected than age and intelligence quotient-matched males with ASD in the ADOS-2 social affect domain (P value = 0.001) and calibrated severity scores (P = 0.002). Interestingly, sex-specific linear regressions revealed that fine motor skills were predictive of impaired social affect in males but not in females. Specifically, motor skills might be the core feature for sex differences in ASD. Although preliminary, this finding suggests the need for more sex-specific diagnostic and intervention strategies in order to improve early identification efforts and specific intervention targets. LAY SUMMARY: Little is known about differences in developmental and functional profiles in males and females with autism spectrum disorder (ASD). We found important similarities and differences in the core ASD symptoms between male and female preschoolers. In addition, fine motor skills seem to predict social affect impairment and ASD symptom severity in males with ASD. Autism Res 2020, 13: 1537-1547. © 2020 International Society for Autism Research, Wiley Periodicals, Inc.
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Affiliation(s)
- Francesco Craig
- Unit for Severe Disabilities in Developmental Age and Young Adults, Scientific Institute, IRCCS E. Medea, Brindisi, Italy
| | - Alessandro Crippa
- Child Psychopathology Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, Italy
| | - Andrea De Giacomo
- Child Neuropsychiatry Unit, Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari "Aldo Moro", Bari, Italy
| | - Marta Ruggiero
- Unit for Severe Disabilities in Developmental Age and Young Adults, Scientific Institute, IRCCS E. Medea, Brindisi, Italy
| | - Veronica Rizzato
- Unit for Severe Disabilities in Developmental Age and Young Adults, Scientific Institute, IRCCS E. Medea, Brindisi, Italy
| | - Alessandro Lorenzo
- Unit for Severe Disabilities in Developmental Age and Young Adults, Scientific Institute, IRCCS E. Medea, Brindisi, Italy
| | - Isabella Fanizza
- Unit for Severe Disabilities in Developmental Age and Young Adults, Scientific Institute, IRCCS E. Medea, Brindisi, Italy
| | - Lucia Margari
- Child Neuropsychiatry Unit, Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari "Aldo Moro", Bari, Italy
| | - Antonio Trabacca
- Unit for Severe Disabilities in Developmental Age and Young Adults, Scientific Institute, IRCCS E. Medea, Brindisi, Italy
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20
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Abstract
PURPOSE OF REVIEW With increasing awareness of potential differences of autism presentation in nonmale versus male individuals, this review summarizes the rapidly evolving literature on sex and gender impacts on autism across nosology, behavioural presentation, developmental change and contextual recognition biases. RECENT FINDINGS Most studies have not differentiated sex versus gender impacts. Regarding behavioural presentation, measurement invariance across sex/gender was found in several standard measures. On this basis, diagnosed females overall showed lower restricted/repetitive behaviour/interests/activities (RRBI) than males, with small and variable effects depending on age, developmental level and kinds of RRBI. Differences insufficiently captured by standard measures may include autistic females displaying female-gender-typical narrow interests, higher social attention, linguistic abilities, motivation for friendship and more camouflaging than autistic males. Regarding developmental change, diagnosed young girls were more likely to have better cognitive development, less intense autistic symptoms and reduction of symptoms over time. Difficulties in adaptive functioning and social challenges, however, may emerge more for females in adolescence. Regarding diagnosis, general expectancy biases and gender-stereotypes may impede timely recognition of autism in females. SUMMARY Appreciating the multilevel sex and gender impacts on presentation, development, and diagnosis is key to sex-equitable and gender-equitable care for autistic individuals. A holistic approach to understanding the person in the contexts of sex and gender is essential for timely and accurate diagnosis and support.
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21
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Morán ML, Gómez LE, Alcedo MÁ, Pedrosa I. Gender Differences in Social Inclusion of Youth with Autism and Intellectual Disability. J Autism Dev Disord 2019; 49:2980-2989. [PMID: 31053991 DOI: 10.1007/s10803-019-04030-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The aim of this study was to delve into the role of gender differences in social inclusion of children and youth with autism spectrum disorder (ASD) and intellectual disability (ID). A sample of 420 participants with ASD and ID aged between 4 and 21 years was evaluated using the ASD-KidsLife Scale. Females obtained lower scores in most of the items of social inclusion. These differences remained when the covariables of level of ID, support needs, and age were controlled. None of the items presented differential item functioning as a function of gender. Gender differences, as were found in social inclusion, are discussed and recommendations are given in order to provide equal opportunities to girls and boys with ASD.
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22
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Lawson LP. Sex Differences in Autism Spectrum Disorders Across the Lifespan. CURRENT DEVELOPMENTAL DISORDERS REPORTS 2019. [DOI: 10.1007/s40474-019-00164-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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