1
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Salia S, Burke FF, Hinks ME, Randell AM, Matheson MA, Walling SG, Swift-Gallant A. Gut microbiota transfer from the preclinical maternal immune activation model of autism is sufficient to induce sex-specific alterations in immune response and behavioural outcomes. Brain Behav Immun 2025; 123:813-823. [PMID: 39471905 DOI: 10.1016/j.bbi.2024.10.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 10/22/2024] [Accepted: 10/26/2024] [Indexed: 11/01/2024] Open
Abstract
The gut microbiome plays a vital role in health and disease, including neurodevelopmental disorders like autism spectrum disorder (ASD). ASD affects 4:1 males-to-females, and sex differences are apparent in gut microbiota composition among ASD individuals and in animal models of this condition, such as the maternal immune activation (MIA) mouse model. However, few studies have included sex as a biological variable when assessing the role of gut microbiota in mediating ASD symptoms. Using the MIA model of ASD, we assessed whether gut microbiota contributes to the sex differences in the presentation of ASD-like behaviors. Gut microbiota transplantation from MIA or vehicle/control male and female mice into healthy, otherwise unmanipulated, 4-week-old C57Bl/6 mice was performed for 6 treatments over 12 days. Colonization with male, but not female, MIA microbiota was sufficient to reduce sociability, decrease microbiota diversity and increase neuroinflammation with more pronounced deficits in male recipients. Colonization with both male and female donor microbiota altered juvenile ultrasonic vocalizations and anxiety-like behavior in recipients of both sexes, and there was an accompanied change in the gut microbiota and serum cytokine IL-4 and IL-7 levels of all recipients of MIA gut microbiota. In addition to the increases in gut microbes associated with pathological states, the female donor microbiota profile also had increases in gut microbes with known neural protective effects (e.g., Lactobacillus and Rikenella). These results suggest that gut reactivity to environmental insults, such as in the MIA model, may play a role in shaping the sex disparity in ASD development.
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Affiliation(s)
- Stephanie Salia
- Department of Psychology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, NL A1B 3X9, Canada.
| | - Francine F Burke
- Department of Psychology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, NL A1B 3X9, Canada
| | - Meagan E Hinks
- Department of Psychology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, NL A1B 3X9, Canada
| | - Alison M Randell
- Department of Psychology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, NL A1B 3X9, Canada
| | - Mairead Anna Matheson
- Department of Psychology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, NL A1B 3X9, Canada
| | - Susan G Walling
- Department of Psychology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, NL A1B 3X9, Canada
| | - Ashlyn Swift-Gallant
- Department of Psychology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, NL A1B 3X9, Canada.
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2
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García-Pérez Á, González-Rodríguez A, Godoy-Giménez M, Sayans-Jiménez P, Cañadas F, Estévez AF. The differential outcomes procedure for improving the recognition of dynamic facial expressions of emotion in people with autism spectrum disorders and first-degree relatives. PSYCHOLOGICAL RESEARCH 2024; 89:38. [PMID: 39710715 DOI: 10.1007/s00426-024-02067-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 12/02/2024] [Indexed: 12/24/2024]
Abstract
Previous research highlights impairments in the recognition of facial expression of emotion in individuals diagnosed with Autism Spectrum Disorder (ASD). Relatives of people with ASD may exhibit similar, albeit subtler, impairments, referred to as the Broad Autism Phenotype (BAP). Recently, the Differential outcomes procedure (DOP) has been shown to enhance this ability in young adults using dynamic stimuli, with fewer intensity levels required to identify fear and surprise. The present study aimed to extend these findings to adults diagnosed with ASD (ASD group), and relatives of people diagnosed with ASD (BAP group). A Bayesian Generalized Linear Model was employed for statistical inference. The results indicated that the ASD DOP group performed worse than the BAP DOP group in fear trials. The social dimension of autism negatively impacted performance in some conditions, while positive relationships were found between the repetitive behavior dimension and performance for the ASD group. The opposite pattern was observed in the BAP group. These results suggest the importance of considering different dimensions of autism when conducting research on its relationship with other variables. Finally, participants in both ASD and BAP groups required less intensity to identify certain emotions when the DOP was applied, highlighting its potential utility for improving dynamic facial emotion recognition.
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Affiliation(s)
- Ángel García-Pérez
- Department of Psychology, University of Almería, Almería, Spain
- CIBIS (Centro de investigación para el Bienestar y la Inclusión Social), University of Almería, Almería, Spain
| | - Antonio González-Rodríguez
- Department of Psychology, University of Almería, Almería, Spain
- CEINSA Health Research Centre, University of Almería, Almería, Spain
| | - Marta Godoy-Giménez
- Department of Psychology, University of Almería, Almería, Spain
- CIBIS (Centro de investigación para el Bienestar y la Inclusión Social), University of Almería, Almería, Spain
| | - Pablo Sayans-Jiménez
- Department of Psychology, University of Almería, Almería, Spain
- CEINSA Health Research Centre, University of Almería, Almería, Spain
| | - Fernando Cañadas
- Department of Psychology, University of Almería, Almería, Spain
- CIBIS (Centro de investigación para el Bienestar y la Inclusión Social), University of Almería, Almería, Spain
| | - Angeles F Estévez
- Department of Psychology, University of Almería, Almería, Spain.
- CIBIS (Centro de investigación para el Bienestar y la Inclusión Social), University of Almería, Almería, Spain.
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3
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Parvathy S, Basu B, Surya S, Jose R, Meera V, Riya PA, Jyothi NP, Sanalkumar R, Praz V, Riggi N, Nair BS, Gulia KK, Kumar M, Binukumar BK, James J. TLX3 regulates CGN progenitor proliferation during cerebellum development and its dysfunction can lead to autism. iScience 2024; 27:111260. [PMID: 39628587 PMCID: PMC11612787 DOI: 10.1016/j.isci.2024.111260] [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: 04/16/2024] [Revised: 07/29/2024] [Accepted: 10/23/2024] [Indexed: 12/06/2024] Open
Abstract
Tlx3, a master regulator of the fate specification of excitatory neurons, is primarily known to function in post-mitotic cells. Although we have previously identified TLX3 expression in the proliferating granule neuron progenitors (GNPs) of cerebellum, its primary role is unknown. Here, we demonstrate that the dysfunction of Tlx3 from the GNPs significantly reduced its proliferation through regulating anti-proliferative genes. Consequently, the altered generation of GNPs resulted in cerebellar hypoplasia, patterning defects, granule neuron-Purkinje ratio imbalance, and aberrant synaptic connections in the cerebellum. This altered cerebellar homeostasis manifested into a typical autism-like behavior in mice with motor, and social function disabilities. We also show the presence of TLX3 variants with uncharacterized mutations in human cases of autism spectrum disorder (ASD). Altogether, our study establishes Tlx3 as a critical gene involved in developing GNPs and that its deletion from the early developmental stage culminates in autism.
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Affiliation(s)
- Surendran Parvathy
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Research Centre, The University of Kerala, Thiruvananthapuram, Kerala 695 014, India
| | - Budhaditya Basu
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Regional Centre for Biotechnology (BRIC-RCB), Faridabad, Haryana 121001, India
| | - Suresh Surya
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Research Centre, The University of Kerala, Thiruvananthapuram, Kerala 695 014, India
| | - Rahul Jose
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Regional Centre for Biotechnology (BRIC-RCB), Faridabad, Haryana 121001, India
| | - Vadakkath Meera
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Research Centre, The University of Kerala, Thiruvananthapuram, Kerala 695 014, India
| | - Paul Ann Riya
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Research Centre, The University of Kerala, Thiruvananthapuram, Kerala 695 014, India
| | - Nair Pradeep Jyothi
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Research Centre, The University of Kerala, Thiruvananthapuram, Kerala 695 014, India
| | | | - Viviane Praz
- CHUV-Lausanne University Hospital, Rue du Bugnon 46, 1005 Lausanne, Switzerland
| | - Nicolò Riggi
- CHUV-Lausanne University Hospital, Rue du Bugnon 46, 1005 Lausanne, Switzerland
| | - Biju Surendran Nair
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
| | - Kamalesh K. Gulia
- Division of Sleep Research, Department of Applied Biology, Biomedical Technology Wing, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, Kerala 695012, India
| | - Mukesh Kumar
- Institute of Genomics and Integrative Biology (CSIR-IGIB), New Delhi 110025, India
| | | | - Jackson James
- Neuro Stem Cell Biology Laboratory, Neurobiology Division, Rajiv Gandhi Centre for Biotechnology (BRIC-RGCB), Thiruvananthapuram, Kerala 695 014, India
- Research Centre, The University of Kerala, Thiruvananthapuram, Kerala 695 014, India
- Regional Centre for Biotechnology (BRIC-RCB), Faridabad, Haryana 121001, India
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4
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Ling W, Wang W, Lu D, Liu Q, Jiang G. Unraveling Copper Imbalance in Autism Spectrum Disorder: Mechanistic Insights from the Valproic Acid Mouse Model. ACS Chem Neurosci 2024. [PMID: 39690107 DOI: 10.1021/acschemneuro.4c00708] [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: 12/19/2024] Open
Abstract
Abnormal copper (Cu) levels are often closely associated with neurological disorders including neurodevelopmental conditions, such as autism spectrum disorder (ASD). However, the mechanisms underlying the disruption of Cu homeostasis in critical organs, such as the brain, remain unclear. In this study, we elucidated the molecular mechanisms of Cu imbalance in the brain of a valproic acid (VPA) mouse model along with the changes in specific metabolites. Significant alterations occurred in proteins associated with primary Cu-related metabolism in specific regions of the brain (prefrontal cortex, amygdala, cerebellum, and hippocampus), resulting in a direct elevation of Cu ions within the brain tissues (control: 5.05 ± 0.61 μg/g vs model: 6.28 ± 0.81 μg/g, p = 0.015). Furthermore, the brain metabolic profiles revealed significant upregulation of lipids, particularly phospholipid metabolites. Typical neurotransmitters, for example, dopamine (DA) (p < 0.0001) and serotonin (5-HT) (p = 0.02) were upregulated in amygdala. Other small metabolites like glutathione (GSH) (p = 0.0004) also exhibited notable variation in brain. The potential impact of Cu toxicity on the signaling pathways of key metabolites was then evaluated, providing new insights into the role of Cu in metabolism of neurotransmitters in the brain. Our finding sheds molecular aberrations associated with essential element metabolism in the brain, providing new elemental perspectives for understanding the pathogenic mechanisms underlying ASD.
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Affiliation(s)
- Weibo Ling
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Weichao Wang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
| | - Dawei Lu
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
| | - Qian Liu
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Institute of Environment and Health, Jianghan University, Wuhan 430056, China
| | - Guibin Jiang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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5
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Bond L, Frawley T, Moore K, Gavin B, McNicholas F. Challenges for neurodiverse children in acute medical hospitals and opportunities for the new National Children's Hospital to be 'neurodiversity-friendly'. Ir J Med Sci 2024:10.1007/s11845-024-03850-y. [PMID: 39688810 DOI: 10.1007/s11845-024-03850-y] [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: 05/14/2024] [Accepted: 12/01/2024] [Indexed: 12/18/2024]
Abstract
Neurodiversity refers to the variation in human cognitive, sensory, and communication experiences and reframes deficits as differences. Rates and duration of hospitalisation in neurodiverse children are higher compared to their neurotypical peers. Despite increased admissions, paediatric medical hospitals are poorly equipped to adequately support their unique cognitive, sensory, behavioural, and communication needs, which can have negative impacts on the experiences of patients, families, and staff. The literature supports several innovative and inclusive strategies, which present exciting opportunities for Ireland's new National Children's Hospital (NCH) to become a 'neurodiversity-friendly paediatric hospital'.
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Affiliation(s)
- Laura Bond
- University College Dublin School of Medicine, Dublin, Ireland.
- Department of Psychiatry, Children's Hospital Ireland at Crumlin, Dublin, Ireland.
| | - Timothy Frawley
- University College Dublin School of Medicine, Dublin, Ireland
| | | | - Blánaid Gavin
- University College Dublin School of Medicine, Dublin, Ireland
| | - Fiona McNicholas
- University College Dublin School of Medicine, Dublin, Ireland
- Department of Psychiatry, Children's Hospital Ireland at Crumlin, Dublin, Ireland
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6
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Attanasio M, Mazza M, Le Donne I, Nigri A, Valenti M. Salience Network in Autism: preliminary results on functional connectivity analysis in resting state. Eur Arch Psychiatry Clin Neurosci 2024:10.1007/s00406-024-01949-y. [PMID: 39673625 DOI: 10.1007/s00406-024-01949-y] [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: 04/23/2024] [Accepted: 11/20/2024] [Indexed: 12/16/2024]
Abstract
The literature suggests that alterations in functional connectivity (FC) of the Salience Network (SN) may contribute to the manifestation of some clinical features of Autism Spectrum Disorder (ASD). The SN plays a key role in integrating external sensory information with internal emotional and bodily information. An atypical FC of this network could explain some symptomatic features of ASD such as difficulties in self-awareness and emotion processing and provide new insights into the neurobiological basis of autism. Using the Autism Brain Imaging Data Exchange II we investigated the resting-state FC of core regions of SN and its association with autism symptomatology in 29 individuals with ASD compared with 29 typically developing (TD) individuals. In ASD compared to TD individuals, seed-based connectivity analysis showed a reduced FC between the rostral prefrontal cortex and left cerebellum and an increased FC between the right supramarginal gyrus and the regions of the middle temporal gyrus and angular gyrus. Finally, we found that the clinical features of ASD are mainly associated with an atypical FC of the anterior insula and the involvement of dysfunctional mechanisms for emotional and social information processing. These findings expand the knowledge about the differences in the FC of SN between ASD and TD, highlighting atypical FC between structures that play key roles in social cognition and complex cognitive processes. Such anomalies could explain difficulties in processing salient stimuli, especially those of a socio-affective nature, with an impact on emotional and behavioral regulation.
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Affiliation(s)
- Margherita Attanasio
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.
| | - Monica Mazza
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
- Reference Regional Centre for Autism, Abruzzo Region, Local Health Unit ASL 1, L'Aquila, Italy
| | - Ilenia Le Donne
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Anna Nigri
- Neuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Marco Valenti
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
- Reference Regional Centre for Autism, Abruzzo Region, Local Health Unit ASL 1, L'Aquila, Italy
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7
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Guo X, Wang X, Zhou R, Cui D, Liu J, Gao L. Altered Temporospatial Variability of Dynamic Amplitude of Low-Frequency Fluctuation in Children with Autism Spectrum Disorder. J Autism Dev Disord 2024:10.1007/s10803-024-06661-3. [PMID: 39663323 DOI: 10.1007/s10803-024-06661-3] [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: 11/16/2024] [Indexed: 12/13/2024]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disorder with altered brain activity. However, little is known about the integrated temporospatial variation of dynamic spontaneous brain activity in ASD. In the present study, resting-state functional magnetic resonance imaging data were analyzed for 105 ASD and 102 demographically-matched typically developmental controls (TC) children obtained from the Autism Brain Imaging Data Exchange database. Using the sliding-window approach, temporal, spatial, and temporospatial variability of dynamic amplitude of low-frequency fluctuation (tvALFF, svALFF, and tsvALFF) were calculated for each participant. Group-comparisons were further performed at global, network, and brain region levels to quantify differences between ASD and TC groups. The relationship between temporospatial dynamic amplitude of low-frequency fluctuation variation alterations and clinical symptoms of ASD was finally explored by a support vector regression model. Relative to TC, we found enhanced tvALFF in visual network (Vis), somatomotor network (SMT), and salience/ventral attention network (SVA) of ASD, and weakened tvALFF in dorsal attention network (DAN) of ASD. Besides, ASD showed decreased svALFF in Vis, SVA, and limbic network (Limbic), and increased svALFF in DAN and default mode network (DMN). Elevated tsvALFF was found in the Vis, SMT, and DMN of ASD. More importantly, the altered tsvALFF from the DMN can predict the symptom severity of ASD. These findings demonstrate altered temporospatial dynamics of the spontaneous brain activity in ASD and provide novel insights into the neural mechanism underlying ASD.
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Affiliation(s)
- Xiaonan Guo
- School of Information Science and Engineering, Yanshan University, Qinhuangdao, 066004, China
- Hebei Key Laboratory of Information Transmission and Signal Processing, Yanshan University, Qinhuangdao, 066004, China
| | - Xueting Wang
- School of Information Science and Engineering, Yanshan University, Qinhuangdao, 066004, China
- Hebei Key Laboratory of Information Transmission and Signal Processing, Yanshan University, Qinhuangdao, 066004, China
| | - Rongjuan Zhou
- Finance Department, Maternity and Child Health Hospital of Qinhuangdao, Qinhuangdao, China
| | - Dong Cui
- School of Information Science and Engineering, Yanshan University, Qinhuangdao, 066004, China
- Hebei Key Laboratory of Information Transmission and Signal Processing, Yanshan University, Qinhuangdao, 066004, China
| | - Junfeng Liu
- Department of Neurology, West China Hospital Sichuan University, Chengdu, China
| | - Le Gao
- School of Information Science and Engineering, Yanshan University, Qinhuangdao, 066004, China.
- Hebei Key Laboratory of Information Transmission and Signal Processing, Yanshan University, Qinhuangdao, 066004, China.
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Mendes M, Chen DZ, Engchuan W, Leal TP, Thiruvahindrapuram B, Trost B, Howe JL, Pellecchia G, Nalpathamkalam T, Alexandrova R, Salazar NB, McKee EA, Rivera-Alfaro N, Lai MC, Bandres-Ciga S, Roshandel D, Bradley CA, Anagnostou E, Sun L, Scherer SW. Chromosome X-wide common variant association study in autism spectrum disorder. Am J Hum Genet 2024:S0002-9297(24)00417-8. [PMID: 39706197 DOI: 10.1016/j.ajhg.2024.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 11/19/2024] [Accepted: 11/19/2024] [Indexed: 12/23/2024] Open
Abstract
Autism spectrum disorder (ASD) displays a notable male bias in prevalence. Research into rare (<0.1) genetic variants on the X chromosome has implicated over 20 genes in ASD pathogenesis, such as MECP2, DDX3X, and DMD. The "female protective effect" in ASD suggests that females may require a higher genetic burden to manifest symptoms similar to those in males, yet the mechanisms remain unclear. Despite technological advances in genomics, the complexity of the biological nature of sex chromosomes leaves them underrepresented in genome-wide studies. Here, we conducted an X-chromosome-wide association study (XWAS) using whole-genome sequencing data from 6,873 individuals with ASD (82% males) across Autism Speaks MSSNG, Simons Simplex Collection (SSC), and Simons Powering Autism Research (SPARK), alongside 8,981 population controls (43% males). We analyzed 418,652 X chromosome variants, identifying 59 associated with ASD (p values 7.9 × 10-6 to 1.51 × 10-5), surpassing Bonferroni-corrected thresholds. Key findings include significant regions on Xp22.2 (lead SNP rs12687599, p = 3.57 × 10-7) harboring ASB9/ASB11 and another encompassing DDX53 and the PTCHD1-AS long non-coding RNA (lead SNP rs5926125, p = 9.47 × 10-6). When mapping genes within 10 kb of the 59 most significantly associated SNPs, 91 genes were found, 17 of which yielded association with ASD (GRPR, AP1S2, DDX53, HDAC8, PCDH19, PTCHD1, PCDH11X, PTCHD1-AS, DMD, SYAP1, CNKSR2, GLRA2, OFD1, CDKL5, GPRASP2, NXF5, and SH3KBP1). FGF13 emerged as an X-linked ASD candidate gene, highlighted by sex-specific differences in minor allele frequencies. These results reveal significant insights into X chromosome biology in ASD, confirming and nominating genes and pathways for further investigation.
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Affiliation(s)
- Marla Mendes
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada.
| | - Desmond Zeya Chen
- Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5S 3E3, Canada
| | - Worrawat Engchuan
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Thiago Peixoto Leal
- Lerner Research Institute, Genomic Medicine, Cleveland Clinic, Cleveland, OH 44106, USA
| | - Bhooma Thiruvahindrapuram
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Brett Trost
- Molecular Medicine Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Jennifer L Howe
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Giovanna Pellecchia
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Thomas Nalpathamkalam
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Roumiana Alexandrova
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Nelson Bautista Salazar
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Ethan A McKee
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Natalia Rivera-Alfaro
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Meng-Chuan Lai
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5G 2C1, Canada; Department of Psychiatry, The Hospital for Sick Children, Toronto, ON M5G 1E8, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5T 1R8, Canada
| | - Sara Bandres-Ciga
- Center for Alzheimer's and Related Dementias, National Institutes of Health, Bethesda, MD 20892, USA
| | - Delnaz Roshandel
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Clarrisa A Bradley
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - Evdokia Anagnostou
- Autism Research Centre, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON M4G 1R8, Canada; Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Lei Sun
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5S 3E3, Canada; Department of Statistical Sciences, Faculty of Arts and Science, University of Toronto, Toronto, ON M5G 1X6, Canada
| | - Stephen W Scherer
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada; McLaughlin Centre and Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada.
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9
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Meng H, Bigambo FM, Gu W, Wang X, Li Y. Evaluation of thyroid function tests among children with neurological disorders. Front Endocrinol (Lausanne) 2024; 15:1498788. [PMID: 39717108 PMCID: PMC11663650 DOI: 10.3389/fendo.2024.1498788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 11/15/2024] [Indexed: 12/25/2024] Open
Abstract
Background Thyroid hormones (THs) are essential for brain development. Numerous studies have identified significant links between thyroid dysfunction and cognitive function. However, research on the significance and necessity of thyroid function tests in diagnosis of neurological disorders is limited and subject to controversy. Methods Our study employed a combination of meta-analysis and case-control design. For the meta-analysis, we conducted a systematic search of online databases for studies that compared thyroid function tests in children with neurological disorders to controls. In our case-control study, we recruited a total of 11836 children, comprising 7035 cases and 4801 healthy controls. Wilcoxon Rank Sum Test was used to determine characteristics of thyroid function between the cases and healthy controls. In order to exclude the false discovery rate (FDR), the Benjamini-Hochberg (BH) procedure is applied. Results A total of 12 relevant literature sources were included in the meta-analysis. Compared with controls, free thyroxine (FT4) levels were significantly decreased in neurological disorders in meta-analysis (MD = -0.29, 95% CI: -0.50 to -0.09), whereas thyroid-stimulating hormone (TSH) levels showed no significant difference (MD = -0.07, 95% CI: -0.36 to 0.21). In our case-control study, levels of free thyroxine (FT4), total triiodothyronine (TT3), total thyroxine (TT4), and anti-thyroglobulin antibodies (TG-Ab) were notably reduced among individuals with neurological disorders, compared with healthy controls (P<0.001, P<0.001, P=0.036, P=0.006). However, thyroid-stimulating hormone (TSH) levels did not show any statistically significant differences among the cases and controls. Conclusions Our research demonstrates that, in comparison to controls, children with neurological disorders exhibited a significant decrease in FT4 levels, while TSH levels remained unchanged. This finding provides a reference for potential serum marker of neurological disorders in children. Replication in future studies with the assessment of THs is needed to determine whether thyroid function should be included as a routine screening in these children.
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Affiliation(s)
- Haojie Meng
- Department of Children Health Care, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Francis Manyori Bigambo
- Clinical Medical Research Center, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Wei Gu
- Clinical Medical Research Center, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xu Wang
- Clinical Medical Research Center, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yang Li
- Department of Neurology, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
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Tian Y, Zheng J, Zhu X, Liu X, Li H, Wang J, Yang Q, Zeng LH, Shi Z, Gong M, Hu Y, Xu H. A prefrontal-habenular circuitry regulates social fear behaviour. Brain 2024; 147:4185-4199. [PMID: 38963812 DOI: 10.1093/brain/awae209] [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: 01/19/2024] [Revised: 05/13/2024] [Accepted: 06/12/2024] [Indexed: 07/06/2024] Open
Abstract
The medial prefrontal cortex (mPFC) has been implicated in the pathophysiology of social impairments, including social fear. However, the precise subcortical partners that mediate mPFC dysfunction on social fear behaviour have not been identified. Using a social fear conditioning paradigm, we induced robust social fear in mice and found that the lateral habenula (LHb) neurons and LHb-projecting mPFC neurons are activated synchronously during social fear expression. Moreover, optogenetic inhibition of the mPFC-LHb projection significantly reduced social fear responses. Importantly, consistent with animal studies, we observed an elevated prefrontal-habenular functional connectivity in subclinical individuals with higher social anxiety characterized by heightened social fear. These results unravel a crucial role of the prefrontal-habenular circuitry in social fear regulation and suggest that this pathway could serve as a potential target for the treatment of social fear symptoms often observed in many psychiatric disorders.
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Affiliation(s)
- Yuanyuan Tian
- Department of Psychiatry of the Second Affiliated Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
- Nanhu Brain-computer Interface Institute, Hangzhou 311100, China
| | - Junqiang Zheng
- Department of Psychiatry of the Second Affiliated Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
- Lingang Laboratory, Shanghai 200031, China
| | - Xiao Zhu
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou 310027, China
| | - Xue Liu
- Department of Psychiatry of the Second Affiliated Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Haoyang Li
- Department of Psychiatry of the Second Affiliated Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Jun Wang
- Department of Psychiatry of the Second Affiliated Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
- Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, Hangzhou 311121, China
- NHC and CAMS Key Laboratory of Medical Neurobiology, Zhejiang University, Hangzhou 310058, China
| | - Qian Yang
- Department of Psychiatry of the Second Affiliated Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Ling-Hui Zeng
- Key Laboratory of Novel Targets and Drug Study for Neural Repair of Zhejiang Province, School of Medicine, Hangzhou City University, Hangzhou 310015, China
| | - Zhiguo Shi
- College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China
| | - Mengyuan Gong
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou 310027, China
| | - Yuzheng Hu
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou 310027, China
| | - Han Xu
- Department of Psychiatry of the Second Affiliated Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
- Nanhu Brain-computer Interface Institute, Hangzhou 311100, China
- Lingang Laboratory, Shanghai 200031, China
- Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, Hangzhou 311121, China
- NHC and CAMS Key Laboratory of Medical Neurobiology, Zhejiang University, Hangzhou 310058, China
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Chen YF, Tsao CY, Chen YT, Chang HC, Li WY, Chiang JL, Chen CFF, Chen CH, Gau SSF, Lee KY, Lee LJ, Wang YC. Altered odor perception in Dlgap2 mutant mice, a mouse model of autism spectrum disorder. Behav Brain Res 2024; 480:115365. [PMID: 39631506 DOI: 10.1016/j.bbr.2024.115365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 11/27/2024] [Accepted: 11/30/2024] [Indexed: 12/07/2024]
Abstract
Olfactory dysfunction has been observed in patients with Autism Spectrum Disorder (ASD). A microdeletion at the 8p23 terminal regions of chromosome 8p23 was identified in a Taiwanese patient with ASD, suggesting a potential association with mutations in the DLGAP2 gene. DLGAP2 is expressed in the olfactory bulb in rodents. The current study investigated olfactory phenotypes of Dlgap2 mutant mice. The results indicated that odor detection capabilities were comparable between wild-type (WT) and Dlgap2 mutant mice. However, homozygous mutant (Homo) mice showed less interest in sniffing odors of banana and almond but greater sniffing activity in response to bedding from unfamiliar cages. Notably, exposure to banana odor elicited significant c-fos expression in most olfaction-related brain regions of WT mice, while Homo mice did not show much increase in c-fos levels in major olfactory areas, which may correlate with their diminished sniffing behavior. Bedding stimuli induced pronounced c-fos expression in WT brains and some olfaction-related regions, including the olfactory bulb, amygdala, hypothalamus, and medial prefrontal cortex, in Homo mice. These mutants may still process olfactory signals from the bedding through a relatively narrow channel, which might elicit their interest, leading to increased sniffing behaviors that may compensate for their olfactory deficits. The DLGAP2 protein was absent in the olfactory bulb of Homo mice, and the levels of PSD95 and CaMKIIβ were also affected, indicating alterations in synaptic transmission and signaling within the olfactory system. This study evaluated olfactory perception in a mouse model of ASD, which may advance diagnostic and therapeutic strategies.
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Affiliation(s)
- Yu-Fu Chen
- Department of Neurology, Chang Gung Memorial Hospital, Keelung Branch, Keelung, Taiwan
| | - Chih-Yu Tsao
- Graduate Institute of Anatomy and Cell Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yuh-Tarng Chen
- Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Ho-Ching Chang
- Graduate Institute of Anatomy and Cell Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Wai-Yu Li
- Graduate Institute of Anatomy and Cell Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jui-Lin Chiang
- Graduate Institute of Anatomy and Cell Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chien-Fu Fred Chen
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan
| | - Chia-Hsiang Chen
- Department of Psychiatry, Chang Gung Memorial Hospital-Linkou, Taoyuan, Taiwan
| | - Susan Shur-Fen Gau
- Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei, Taiwan; Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan; Neurobiology and Cognitive Science Center, National Taiwan University, Taipei, Taiwan
| | - Kuang-Yung Lee
- Department of Neurology, Chang Gung Memorial Hospital, Keelung Branch, Keelung, Taiwan
| | - Li-Jen Lee
- Graduate Institute of Anatomy and Cell Biology, National Taiwan University College of Medicine, Taipei, Taiwan; Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei, Taiwan; Neurobiology and Cognitive Science Center, National Taiwan University, Taipei, Taiwan
| | - Yu-Chun Wang
- Department of Otolaryngology, Head and Neck Surgery, Chi-Mei Medical Center, Tainan, Taiwan.
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12
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Preciado C, Baida M, Li Y, Li Y, Demopoulos C. Prenatal exposure to hypoxic risk conditions in autistic and neurotypical youth: Associated ventricular differences, sleep disturbance, and sensory processing. Autism Res 2024; 17:2547-2557. [PMID: 39411851 PMCID: PMC11638895 DOI: 10.1002/aur.3250] [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: 06/07/2024] [Accepted: 09/28/2024] [Indexed: 11/17/2024]
Abstract
There is a growing body of research that suggests conditions during the period of pregnancy and birth can affect how autism spectrum disorder (ASD) presents itself. This study aimed to investigate the incidence of oxygen deprivation during this period known as prenatal and perinatal hypoxic risk (HR) conditions in ASD compared with neurotypical control (NTC) youth. We also examined ventricular morphology variations associated with HR exposure, and to evaluate associations with clinical symptoms. Results from a cohort of 104 youth revealed a higher incidence of exposure to prenatal hypoxic conditions in the ASD group. Additionally, ASD individuals with prenatal hypoxic exposure (ASD + HR) demonstrated larger third ventricle volumes compared with both ASD and NTC individuals without such exposure (ASD-HR and NTC-HR, respectively). Furthermore, associations were identified between prenatal hypoxic exposure, third ventricle volume, sensory dysfunction, and severity of sleep disturbances. These findings suggest exposure to prenatal hypoxic risk conditions may exacerbate or modify the neurodevelopmental trajectory and symptom severity in ASD, emphasizing the need for better prenatal care and specific interventions to reduce these risks.
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Affiliation(s)
- Cristian Preciado
- Department of Psychiatry and Behavioral SciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
- Present address:
University of ArizonaTucsonArizonaUSA
| | - Maria Baida
- Department of Radiology & Biomedical ImagingUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Yi Li
- Department of Radiology & Biomedical ImagingUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Yan Li
- Department of Radiology & Biomedical ImagingUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Carly Demopoulos
- Department of Psychiatry and Behavioral SciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
- Department of Radiology & Biomedical ImagingUniversity of California San FranciscoSan FranciscoCaliforniaUSA
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13
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Zhao Z, Okada N, Yagishita S, Yahata N, Nitta N, Shibata S, Abe Y, Morita S, Kumagai E, Tanaka KF, Suhara T, Takumi T, Kasai K, Jinde S. Correlations of brain structure with the social behavior of 15q11-13 duplication mice, an animal model of autism. Neurosci Res 2024; 209:42-49. [PMID: 39097003 DOI: 10.1016/j.neures.2024.07.009] [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: 02/21/2024] [Revised: 06/07/2024] [Accepted: 07/31/2024] [Indexed: 08/05/2024]
Abstract
Duplication of chromosome 15q11-13 has been reported to be one of the most frequent cytogenetic copy number variations in autism spectrum disorder (ASD), and a mouse model of paternal 15q11-13 duplication was generated, termed 15q dup mice. While previous studies have replicated some of the behavioral and brain structural phenotypes of ASD separately, the relationship between brain structure and behavior has rarely been examined. In this study, we performed behavioral experiments related to anxiety and social behaviors and magnetic resonance imaging (MRI) using the same set of 15q dup and wild-type mice. 15q dup mice showed increased anxiety and a tendency toward alterations in social behaviors, as reported previously, as well as variability in terms of sociability. MRI analysis revealed that a lower sociability index was correlated with a smaller gray matter volume in the right medial entorhinal cortex. These results may help to understand how variability in behavioral phenotypes of ASD arises even in individuals with the same genetic background and to determine the individual differences in neurodevelopmental trajectory correlated with specific brain structures that underlie these phenotypes.
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Affiliation(s)
- Zhilei Zhao
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8655, Japan; International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo Institutes for Advanced Study (UTIAS), The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Naohiro Okada
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8655, Japan; International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo Institutes for Advanced Study (UTIAS), The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Sho Yagishita
- International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo Institutes for Advanced Study (UTIAS), The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-0033, Japan; Laboratory of Structural Physiology, Center for Disease Biology and Integrative Medicine, Faculty of Medicine, Faculty of Medicine Bldg, The University of Tokyo, 1 #NC207, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Noriaki Yahata
- National Institutes for Quantum Sciences and Technology, Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan
| | - Nobuhiro Nitta
- National Institutes for Quantum Sciences and Technology, Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan; Central Institute for Experimental Animals, 3-25-12 Tonomachi, Kawasaki Ward, Kawasaki, Kanagawa 210-0821, Japan
| | - Sayaka Shibata
- National Institutes for Quantum Sciences and Technology, Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan
| | - Yoshifumi Abe
- Division of Brain Sciences, Institute for Advanced Medical Research, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo 160-8582, Japan
| | - Susumu Morita
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8655, Japan
| | - Eureka Kumagai
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8655, Japan
| | - Kenji F Tanaka
- Division of Brain Sciences, Institute for Advanced Medical Research, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo 160-8582, Japan
| | - Tetsuya Suhara
- National Institutes for Quantum Sciences and Technology, Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan
| | - Toru Takumi
- Department of Physiology and Cell Biology, Kobe University School of Medicine, 7-5-1 Kusunoki-cho, Chuo, Kobe 650-0017, Japan
| | - Kiyoto Kasai
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8655, Japan; International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo Institutes for Advanced Study (UTIAS), The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Seiichiro Jinde
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8655, Japan.
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Kewalramani S, Allen KA, Leif E, Ng A. A Scoping Review of the Use of Robotics Technologies for Supporting Social-Emotional Learning in Children with Autism. J Autism Dev Disord 2024; 54:4481-4495. [PMID: 38017310 DOI: 10.1007/s10803-023-06193-2] [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: 11/12/2023] [Indexed: 11/30/2023]
Abstract
This scoping review synthesises the current research into robotics technologies for promoting social-emotional learning in children with autism spectrum disorder. It examines the types of robotics technologies employed, their applications, and the gaps in the existing literature. Our scoping review adhered to the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) reporting guidelines. The systematic search of relevant databases allowed us to identify studies that use robotics technologies for fostering social, emotional, and cognitive skills in young children with autism. Our review has revealed that various robots, such as Nao, Kaspar, and Zeno, have been used to support the development of social and emotional skills through imitation games, turn-taking, joint attention, emotional recognition, and conversation. As most of these studies were conducted in clinical settings, there is a need for further research in classroom and community-based environments. Additionally, the literature calls for more high-quality longitudinal studies to assess the long-term effectiveness and sustainability of robot-assisted therapy and to assess adaptive and personalised interventions tailored to individual needs. More emphasis is recommended on professional development for educators, parents, and health professionals to incorporate robotics technologies as evidence-based interventions as a pathway for creating inclusive learning environments for children with autism.
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Affiliation(s)
- Sarika Kewalramani
- Department of Education, School of Social Sciences Media Film and Education, Swinburne University of Technology, Hawthorn, 3122, Australia.
| | - Kelly-Ann Allen
- School of Educational Psychology and Counselling, Faculty of Education, Monash University, Clayton, Australia
- Centre for Wellbeing Science, Melbourne Graduate School of Education, University of Melbourne, Melbourne, Australia
| | - Erin Leif
- School of Educational Psychology and Counselling, Faculty of Education, Monash University, Clayton, Australia
| | - Andrea Ng
- Department of Education, School of Social Sciences Media Film and Education, Swinburne University of Technology, Hawthorn, 3122, Australia
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15
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He S, Zhou F, Tian G, Cui Y, Yan Y. Effect of Anesthesia During Pregnancy, Delivery, and Childhood on Autism Spectrum Disorder: A Systematic Review and Meta-analysis. J Autism Dev Disord 2024; 54:4540-4554. [PMID: 37934394 DOI: 10.1007/s10803-023-06169-2] [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: 10/21/2023] [Indexed: 11/08/2023]
Abstract
To investigate the association between exposure to anesthesia during three periods of pregnancy, delivery, and childhood and autism spectrum disorder (ASD). PubMed, Scopus, Web of Science, Embase, Google Scholar, PsycArticles, and PsycINFO were searched from the date of database inception to 1 December 2022. Studies reported the association between exposure to anesthesia during pregnancy, delivery, and childhood and ASD were included. Extracted variables included hazard ratio (HR), relative risk or odds ratio, standard error, and 95% confidence interval (CI). Effect estimates were pooled using random-effects meta-analysis. In total, 16 studies including 8,156,608 individuals were included in the meta-analysis. Labor epidural anesthesia during delivery was associated with ASD in the general population (adjusted HR = 1.16, 95% CI, 1.06-1.28) but not in the sibling population (adjusted HR = 1.06, 95% CI, 0.98-1.15). Other anesthesia during delivery was not associated with ASD (general population: adjusted HR = 1.08, 95% CI, 0.99-1.17; sibling population: adjusted HR = 1.20, 95% CI, 0.81-1.79). Three studies suggested that exposure to anesthesia during pregnancy was associated with ASD in offspring (adjusted HR = 2.15, 95% CI, 1.32-3.48). There was no significant association between exposure to general anesthesia during childhood and ASD (adjusted HR = 1.02, 95% CI, 0.60-1.72). This meta-analysis did not confirm the association between exposure to anesthesia during labour and ASD. Previous observational studies used the neurotoxicity of anesthesia to biologically explain significant associations, but in fact different controls for confounding factors led to differences in associations. The evidence for pregnancy and childhood was limited given the small number of studies in these periods.
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Affiliation(s)
- Simin He
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, Hunan, China
| | - Feixiang Zhou
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, Hunan, China
| | - Gang Tian
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, Hunan, China
| | - Yiran Cui
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, Hunan, China
| | - Yan Yan
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, Hunan, China.
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Benabderrahmane B, Gharzouli M, Benlecheb A. A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data. Health Inf Sci Syst 2024; 12:40. [PMID: 39105163 PMCID: PMC11297859 DOI: 10.1007/s13755-024-00299-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 07/16/2024] [Indexed: 08/07/2024] Open
Abstract
Background and objective Timely and accurate detection of Autism Spectrum Disorder (ASD) is essential for early intervention and improved patient outcomes. This study aims to harness the power of machine learning (ML) techniques to improve ASD detection by incorporating temporal eye-tracking data. We developed a novel ML model to leverage eye scan paths, sequences of distances of eye movement, and a sequence of fixation durations, enhancing the temporal aspect of the analysis for more effective ASD identification. Methods We utilized a dataset of eye-tracking data without augmentation to train our ML model, which consists of a CNN-GRU-ANN architecture. The model was trained using gaze maps, the sequences of distances between eye fixations, and durations of fixations and saccades. Additionally, we employed a validation dataset to assess the model's performance and compare it with other works. Results Our ML model demonstrated superior performance in ASD detection compared to the VGG-16 model. By incorporating temporal information from eye-tracking data, our model achieved higher accuracy, precision, and recall. The novel addition of sequence-based features allowed our model to effectively distinguish between ASD and typically developing individuals, achieving an impressive precision value of 93.10% on the validation dataset. Conclusion This study presents an ML-based approach to ASD detection by utilizing machine learning techniques and incorporating temporal eye-tracking data. Our findings highlight the potential of temporal analysis for improved ASD detection and provide a promising direction for further advancements in the field of eye-tracking-based diagnosis and intervention for neurodevelopmental disorders.
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Affiliation(s)
- Brahim Benabderrahmane
- MISC Laboratory, University of Abdelhamid Mehri Constantine 2, 25000 Constantine, Algeria
| | - Mohamed Gharzouli
- MISC Laboratory, University of Abdelhamid Mehri Constantine 2, 25000 Constantine, Algeria
| | - Amira Benlecheb
- MISC Laboratory, University of Abdelhamid Mehri Constantine 2, 25000 Constantine, Algeria
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17
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Tan Z, Xia R, Zhao X, Yang Z, Liu H, Wang W. Potential key pathophysiological participant and treatment target in autism spectrum disorder: Microglia. Mol Cell Neurosci 2024; 131:103980. [PMID: 39580060 DOI: 10.1016/j.mcn.2024.103980] [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: 08/23/2024] [Revised: 10/28/2024] [Accepted: 11/17/2024] [Indexed: 11/25/2024] Open
Abstract
Autism spectrum disorder (ASD) is a group of neurodevelopmental disorders characterized by social and communication deficits, as well as restricted or repetitive behaviors or interests. Although the etiology of ASD remains unclear, there is abundant evidence suggesting that microglial dysfunction is likely to be a significant factor in the pathophysiology of ASD. Microglia, the primary innate immune cells in the central nervous system (CNS), play a crucial role in brain development and homeostasis. Recently, numerous studies have shown that microglia in ASD models display various abnormalities including morphology, function, cellular interactions, genetic and epigenetic factors, as well as the expression of receptors, transcription factors, and cytokines. They impact normal neural development through various mechanisms contributing to ASD, such as neuroinflammation, and alterations in synaptic formation and pruning. The focus of this review is on recent studies regarding microglial abnormalities in ASD and their effects on the onset and progression of ASD at both cellular and molecular levels. It can provide insight into the specific contribution of microglia to ASD pathogenesis and help in designing potential therapeutic and preventative strategies targeting microglia.
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Affiliation(s)
- Zehua Tan
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Ruixin Xia
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Xin Zhao
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Zile Yang
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Haiying Liu
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Wenting Wang
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, Shaanxi 710032, China.
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Poupard L, Page G, Thoreau V, Kaouah Z. Relationships between Gut Microbiota and Autism Spectrum Disorders: Development and Treatment. CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE : THE OFFICIAL SCIENTIFIC JOURNAL OF THE KOREAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY 2024; 22:554-564. [PMID: 39420603 PMCID: PMC11494427 DOI: 10.9758/cpn.24.1179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 10/19/2024]
Abstract
Many studies have demonstrated the impact of intestinal microbiota on normal brain development. Moreover, the gut microbiota (GM) is impacted by multiple endogenous and environmental factors that may promote gut dysbiosis (GD). An increasing number of studies are investigating the possible role of the GD in the development of neurological and behavioral disorders. For autism spectrum disorders (ASD), specific intestinal bacterial signatures have been identified, knowing that gastrointestinal symptoms are frequently found in ASD. In this review, the peri and post-natal factors modulating the GM are described and the specific gut bacterial signature of ASD children is detailed. Through bidirectional communication between the GM and the brain, several mechanisms are involved in the development of ASD, such as cytokine-mediated neuroinflammation and decreased production of neuroprotective factors such as short-chain fatty acids by the GM. Imbalance of certain neurotransmitters such as serotonin or gamma-aminobutyric acid could also play a role in these gut-brain interactions. Some studies show that this GD in ASD is partly reversible by treatment with pre- and probiotics, or fecal microbiota transplantation with promising results. However, certain limitations have been raised, in particular concerning the short duration of treatment, the small sample sizes and the diversity of protocols. The development of standardized therapeutics acting on GD in large cohort could rescue the gastrointestinal symptoms and behavioral impairments, as well as patient management.
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Affiliation(s)
- Lisa Poupard
- Medicine and Pharmacy Faculty, University of Poitiers, Poitiers, France
| | - Guylène Page
- Medicine and Pharmacy Faculty, University of Poitiers, Poitiers, France
- Neurovascular Unit and Cognitive Disorders (NEUVACOD), Pôle Biologie Santé, University of Poitiers, Poitiers, France
| | - Vincent Thoreau
- Medicine and Pharmacy Faculty, University of Poitiers, Poitiers, France
- Neurovascular Unit and Cognitive Disorders (NEUVACOD), Pôle Biologie Santé, University of Poitiers, Poitiers, France
| | - Zahyra Kaouah
- Medicine and Pharmacy Faculty, University of Poitiers, Poitiers, France
- Neurovascular Unit and Cognitive Disorders (NEUVACOD), Pôle Biologie Santé, University of Poitiers, Poitiers, France
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Yen A, Sarafinovska S, Chen X, Skinner DD, Leti F, Crosby M, Hoisington-Lopez J, Wu Y, Chen J, Li ZA, Noguchi KK, Mitra RD, Dougherty JD. MYT1L deficiency impairs excitatory neuron trajectory during cortical development. Nat Commun 2024; 15:10308. [PMID: 39604385 PMCID: PMC11603064 DOI: 10.1038/s41467-024-54371-2] [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: 04/02/2024] [Accepted: 11/06/2024] [Indexed: 11/29/2024] Open
Abstract
Mutations reducing the function of MYT1L, a neuron-specific transcription factor, are associated with a syndromic neurodevelopmental disorder. MYT1L is used as a pro-neural factor in fibroblast-to-neuron transdifferentiation and is hypothesized to influence neuronal specification and maturation, but it is not clear which neuron types are most impacted by MYT1L loss. In this study, we profile 412,132 nuclei from the forebrains of wild-type and MYT1L-deficient mice at three developmental stages: E14 at the peak of neurogenesis, P1 when cortical neurons have been born, and P21 when neurons are maturing, to examine the role of MYT1L levels on neuronal development. MYT1L deficiency disrupts cortical neuron proportions and gene expression, primarily affecting neuronal maturation programs. Effects are mostly cell autonomous and persistent through development. While MYT1L can both activate and repress gene expression, the repressive effects are most sensitive to haploinsufficiency, likely mediating MYT1L syndrome. These findings illuminate MYT1L's role in orchestrating gene expression during neuronal development, providing insights into the molecular underpinnings of MYT1L syndrome.
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Affiliation(s)
- Allen Yen
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Simona Sarafinovska
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Xuhua Chen
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA
- Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, Saint Louis, MO, USA
| | | | | | - MariaLynn Crosby
- Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, Saint Louis, MO, USA
- DNA Sequencing and Innovation Lab, Washington University School of Medicine, Saint Louis, MO, USA
| | - Jessica Hoisington-Lopez
- Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, Saint Louis, MO, USA
- DNA Sequencing and Innovation Lab, Washington University School of Medicine, Saint Louis, MO, USA
| | - Yizhe Wu
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Jiayang Chen
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Zipeng A Li
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Kevin K Noguchi
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Robi D Mitra
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA
- Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Joseph D Dougherty
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO, USA.
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA.
- Intellectual and Developmental Disabilities Research Center, Washington University School of Medicine, Saint Louis, MO, USA.
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20
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Zhang F, Liu L, Peng J, Ding G, Li Y, Biswal BB, Wang P. Transdiagnostic and Diagnosis-Specific Morphological Similarity Related Transcriptional Profile in Attention-Deficit/Hyperactivity Disorder and Autism Spectrum Disorder. J Am Acad Child Adolesc Psychiatry 2024:S0890-8567(24)02022-7. [PMID: 39608637 DOI: 10.1016/j.jaac.2024.11.015] [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: 01/22/2024] [Revised: 08/27/2024] [Accepted: 11/19/2024] [Indexed: 11/30/2024]
Abstract
OBJECTIVE Attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) are both highly heritable developmental psychiatric disorders and exhibit a high degree of comorbidity. Our objective is to enhance understanding of the transdiagnostic and diagnosis-specific structural alterations and related cellular and genetic pathophysiological mechanisms between ADHD and ASD. METHOD We used structural magnetic resonance imaging data of 247 subjects from the publicly available 1000 Functional Connectomes Project, including 91 individuals with ADHD, 49 individuals with ASD, and 107 age- and sex-matched controls. We performed morphological similarity networks (MSN) and gene transcriptional profile analysis on these image data to identify the anatomical changes and MSN-related genes. Enrichment analysis was further conducted on ADHD/ASD risk genes and MSN-related genes. RESULTS Individuals with ADHD showed the diagnosis-specific MSN changes distributing in areas related to high-level cognitive functions, whereas ASD had MSN changes in areas related to language comprehension and spatial location. ADHD and ASD exhibited the transdiagnostic morphological increase in the right middle temporal gyrus. Gene transcriptional profile analysis showed enrichment of ADHD and ASD risk genes in more than 10 biological processes, primarily including function of synapse transmission and development. Genes in excitatory and inhibitory neurons also enriched in pathways with similar function. CONCLUSION The transdiagnostic morphological dedifferentiation in the right middle temporal gyrus might indicate the shared motion impairments in ADHD and ASD. Evidence from the transcription of MSN-related genes further indicates a potential imbalance in excitatory and inhibitory neural pathways in ADHD and ASD. DIVERSITY & INCLUSION STATEMENT We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. We worked to ensure sex balance in the selection of non-human subjects. We worked to ensure diversity in experimental samples through the selection of the cell lines. We worked to ensure diversity in experimental samples through the selection of the genomic datasets. Diverse cell lines and/or genomic datasets were not available. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group. While citing references scientifically relevant for this work, we also actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our reference list. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balance in our reference list.
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Affiliation(s)
- Fanyu Zhang
- University of Electronic Science and Technology of China, Chengdu, China
| | - Lin Liu
- University of Electronic Science and Technology of China, Chengdu, China
| | - Jinzhong Peng
- University of Electronic Science and Technology of China, Chengdu, China
| | - Guobin Ding
- University of Electronic Science and Technology of China, Chengdu, China
| | - Yilu Li
- University of Electronic Science and Technology of China, Chengdu, China
| | - Bharat B Biswal
- University of Electronic Science and Technology of China, Chengdu, China; New Jersey Institute of Technology, Newark, New Jersey
| | - Pan Wang
- University of Electronic Science and Technology of China, Chengdu, China.
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Kumar A, Kumar A, Jayakody DNK. Ambiguous facial expression detection for Autism Screening using enhanced YOLOv7-tiny model. Sci Rep 2024; 14:28501. [PMID: 39557896 PMCID: PMC11574120 DOI: 10.1038/s41598-024-77549-6] [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: 05/13/2024] [Accepted: 10/23/2024] [Indexed: 11/20/2024] Open
Abstract
Autism spectrum disorder is a developmental condition that affects the social and behavioral abilities of growing children. Early detection of autism spectrum disorder can help children to improve their cognitive abilities and quality of life. The research in the area of autism spectrum disorder reports that it can be detected from cognitive tests and physical activities of children. The present research reports on the detection of autism spectrum disorder from the facial attributes of children. Children with autism spectrum disorder show ambiguous facial expressions which are different from the facial attributes of normal children. To detect autism spectrum disorder from facial images, this work presents an improvised variant of the YOLOv7-tiny model. The presented model is developed by integrating a pyramid of dilated convolutional layers in the feature extraction network of the YOLOv7-tiny model. Further, its recognition abilities are enhanced by incorporating an additional YOLO detection head. The developed model can detect faces with the presence of autism features by drawing bounding boxes and confidence scores. The entire work has been carried out on a self-annotated autism face dataset. The developed model achieved a mAP value of 79.56% which was better than the baseline YOLOv7-tiny and state-of-the-art YOLOv8 Small model.
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Affiliation(s)
- Akhil Kumar
- School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India
| | - Ambrish Kumar
- School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India
| | - Dushantha Nalin K Jayakody
- Centro de Investigação em Tecnologias - Autonoma TechLab, Universidade Autónoma de Lisboa, Rua Sta. Marta 47, 5º Andar, 1150-293, Lisbon, Portugal.
- CIET/DEEE, Faculty of Engineering, Sri Lanka Institute of Information Technology, Malabe, 10115, Sri Lanka.
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22
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Tan P, Shen X, Zeng L, Weng X, Geng H. Pharmacotherapy for the core symptoms of autism spectrum disorder. J Zhejiang Univ Sci B 2024; 25:956-971. [PMID: 39626879 PMCID: PMC11634452 DOI: 10.1631/jzus.b2300864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 05/09/2024] [Indexed: 12/13/2024]
Abstract
Autism spectrum disorder (ASD) is a range of neurodevelopmental diseases characterized by social dysfunction and stereotypic behaviors. The etiology of ASD remains largely unexplored, resulting in a diverse array of described clinical manifestations and varying degrees of severity. Currently, there are no drugs approved by a supervisory organization that can effectively treat the core symptoms of ASD. Childhood and adolescence are crucial stages for making significant achievements in ASD treatment, necessitating the development of drugs specifically for these periods. Based on the drug targets and mechanisms of action, it can be found that atypical psychotropic medications, anti-inflammatory and antioxidant medications, hormonal medications, ion channel medications, and gastrointestinal medications have shown significant improvement in treating the core symptoms of ASD in both children and adolescents. In addition, comparisons of drugs within the same category regarding efficacy and safety have been made to identify better alternatives and promote drug development. While further evaluation of the effectiveness and safety of these medications is needed, they hold great potential for widespread application in the clinical treatment of the principal symptoms of ASD.
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Affiliation(s)
- Peiying Tan
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, South China Normal University, Guangzhou 510631, China
- Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Xiaolin Shen
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, South China Normal University, Guangzhou 510631, China
- Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Lizhang Zeng
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, South China Normal University, Guangzhou 510631, China
- Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Xuchu Weng
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, South China Normal University, Guangzhou 510631, China
- Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Hongyan Geng
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, South China Normal University, Guangzhou 510631, China.
- Institute for Brain Research and Rehabilitation, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China.
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23
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Li HY, Jiang CM, Liu RY, Zou CC. Report of one case with de novo mutation in TLK2 and literature review. BMC Pediatr 2024; 24:732. [PMID: 39538191 PMCID: PMC11559194 DOI: 10.1186/s12887-024-05205-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
TLK2 variants were identified as the cause for several neurodevelopmental disorders by impacting brain development. The incidence of mutation in TLK2 is low, which has common clinical features with other rare diseases. Herein, we reported a 5-year-old boy with TLK2 heterozygous mutation who presented distinctive facial features, gastrointestinal diseases, short stature, language delay, autism spectrum disorder, heart diseases, abnormal genitourinary system and skeletal abnormality. Moreover, we reviewed previous reported patients and our case in order to investigate more information on genotype-phenotype correlation and identify significant clinical characteristics for better diagnosis.
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Affiliation(s)
- Han-Yue Li
- Department of Pediatrics, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
- Department of Endocrinology, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, No. 3333, Binsheng Road, Hangzhou, 310052, China
| | - Chun-Ming Jiang
- Department of Pediatrics, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Ruo-Yan Liu
- Department of Endocrinology, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, No. 3333, Binsheng Road, Hangzhou, 310052, China
| | - Chao-Chun Zou
- Department of Endocrinology, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, No. 3333, Binsheng Road, Hangzhou, 310052, China.
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24
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Erdoğan MA, Tunç KC, Daştan Aİ, Tomruk C, Uyanıkgil Y, Erbaş O. Therapeutic effects of pentoxifylline in propionic acid-induced autism symptoms in rat models: A behavioral, biochemical, and histopathological study. Int J Dev Neurosci 2024. [PMID: 39520226 DOI: 10.1002/jdn.10394] [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: 03/08/2024] [Revised: 09/11/2024] [Accepted: 10/30/2024] [Indexed: 11/16/2024] Open
Abstract
OBJECTIVE The role of propionic acid (PPA) in eliciting behaviors analogous to autism in rat models is a documented phenomenon. This study examines the therapeutic implications of pentoxifylline-an agent traditionally used for peripheral vascular diseases-on these autism-like behaviors by modulating brain proteins and reducing pro-inflammatory cytokines like tumor necrosis factor-α (TNF-α) in a rat model. METHODS This research involved 30 male Wistar albino rats, which were divided into three distinct groups: a baseline control set, a PPA-treated cluster receiving a 250 mg/kg/day dose of PPA via intraperitoneal injection for a span of five days followed by saline orally, and a PPA group administered an oral dose of pentoxifylline at 300 mg/kg/day over 15 days. Subsequent to the treatment phase, euthanasia was carried out for the extraction of brain and blood samples, which were then analyzed for histopathological and biochemical markers. RESULTS The pentoxifylline-treated subjects demonstrated a significant mitigation in the manifestation of autistic-like behaviors, as assessed through a triad of social interaction tests. A noteworthy decline in TNF-α levels was observed, alongside a significant rise in the concentration of adenosine triphosphate and nerve growth factor in brain tissue (p < 0.05). Histopathological analysis underscored a reduction in oxidative stress and a significant preservation of neuronal cell types, specifically pyramidal neurons in the hippocampal CA1 and CA3 regions and Purkinje cells in the cerebellum (p < 0.001). CONCLUSION Pentoxifylline treatment has been found to effectively reduce the behavioral symptoms associated with autism, as well as biochemical and histopathological disruptions induced by PPA in rat models, highlighting its potential as a neurotherapeutic agent.
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Affiliation(s)
- Mümin Alper Erdoğan
- Faculty of Medicine, Department of Physiology, Izmir Katip Çelebi University, Izmir, Turkey
| | - Kerem Can Tunç
- Department of Biology, Faculty of Science, Aydın Adnan Menderes University, Aydın, Türkiye
| | - Ali İmran Daştan
- Department of Medical Biochemistry, Hamidiye Faculty of Medicine, University of Health Sciences, Istanbul, Türkiye
| | - Canberk Tomruk
- Department of Histology and Embryology, Faculty of Medicine, Ege University, Izmir, Türkiye
| | - Yiğit Uyanıkgil
- Department of Histology and Embryology, Faculty of Medicine, Ege University, Izmir, Türkiye
| | - Oytun Erbaş
- Department of Physiology, Demiroğlu Bilim University, Istanbul, Türkiye
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25
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Jończyk J, Przybylska K, Staszewski M, Godyń J, Werner T, Stefaniak-Napieralska M, Stark H, Walczyński K, Bajda M. Virtual Screening Approaches to Identify Promising Multitarget-Directed Ligands for the Treatment of Autism Spectrum Disorder. Molecules 2024; 29:5271. [PMID: 39598660 PMCID: PMC11596355 DOI: 10.3390/molecules29225271] [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: 09/30/2024] [Revised: 10/30/2024] [Accepted: 11/06/2024] [Indexed: 11/29/2024] Open
Abstract
Autism spectrum disorder is a complex neurodevelopmental disorder. The available medical treatment options for autism spectrum disorder are very limited. While the etiology and pathophysiology of autism spectrum disorder are still not fully understood, recent studies have suggested that wide alterations in the GABAergic, glutamatergic, cholinergic, and serotonergic systems play a key role in its development and progression. Histamine neurotransmission is known to have complex interactions with other neurotransmitters that fit perfectly into the complex etiology of this disease. Multitarget-directed compounds with an affinity for the histamine H3 receptor indicate an interesting profile of activity against autism spectrum disorder in animal models. Here, we present the results of our research on the properties of (4-piperazin-1-ylbutyl)guanidine derivatives acting on histamine H3 receptors as potential multitarget ligands. Through the virtual screening approach, we identified promising ligands among 32 non-imidazole histamine H3 receptor antagonists/inverse agonists with potential additional activity against the dopamine D2 receptor and/or cholinesterases. The virtual screening protocol integrated predictions from SwissTargetPrediction, SEA, and PPB2 tools, along with molecular docking simulations conducted using GOLD 5.3 and Glide 7.5 software. Among the selected ligands, compounds 25 and 30 blocked radioligand binding to the D2 receptor at over 50% at a screening concentration of 1 µM. Further experiments allowed us to determine the pKi value at the D2 receptor of 6.22 and 6.12 for compounds 25 and 30, respectively. Our findings suggest that some of the tested compounds could be promising multitarget-directed ligands for the further research and development of more effective treatments for autism spectrum disorder.
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Affiliation(s)
- Jakub Jończyk
- Department of Physicochemical Drug Analysis, Faculty of Pharmacy, Jagiellonian University Medical College, 30-688 Kraków, Poland; (J.J.); (J.G.)
- Sano—Centre for Computational Medicine, 30-054 Kraków, Poland
| | - Klaudia Przybylska
- Department of Physicochemical Drug Analysis, Faculty of Pharmacy, Jagiellonian University Medical College, 30-688 Kraków, Poland; (J.J.); (J.G.)
| | - Marek Staszewski
- Department of Synthesis and Technology of Drugs, Faculty of Pharmacy, Medical University of Lodz, 90-151 Lodz, Poland; (M.S.); (M.S.-N.); (K.W.)
| | - Justyna Godyń
- Department of Physicochemical Drug Analysis, Faculty of Pharmacy, Jagiellonian University Medical College, 30-688 Kraków, Poland; (J.J.); (J.G.)
| | - Tobias Werner
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich Heine University, 40225 Düsseldorf, Germany; (T.W.); (H.S.)
| | - Monika Stefaniak-Napieralska
- Department of Synthesis and Technology of Drugs, Faculty of Pharmacy, Medical University of Lodz, 90-151 Lodz, Poland; (M.S.); (M.S.-N.); (K.W.)
| | - Holger Stark
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich Heine University, 40225 Düsseldorf, Germany; (T.W.); (H.S.)
| | - Krzysztof Walczyński
- Department of Synthesis and Technology of Drugs, Faculty of Pharmacy, Medical University of Lodz, 90-151 Lodz, Poland; (M.S.); (M.S.-N.); (K.W.)
| | - Marek Bajda
- Department of Physicochemical Drug Analysis, Faculty of Pharmacy, Jagiellonian University Medical College, 30-688 Kraków, Poland; (J.J.); (J.G.)
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Glauser JD, Nause-Osthoff RC, Elliott AB, Brown SES. A Paradigm for Shared Decision-Making in Pediatric Anesthesia Practice for Children with Autism for the Generalist Clinician. Anesth Analg 2024:00000539-990000000-01030. [PMID: 39504270 DOI: 10.1213/ane.0000000000007205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2024]
Affiliation(s)
- Joshua D Glauser
- From the University of Michigan Medical School, Ann Arbor, Michigan
| | | | - Anila B Elliott
- Department of Anesthesiology, The University of Michigan, Ann Arbor, Michigan
| | - Sydney E S Brown
- Department of Anesthesiology, The University of Michigan, Ann Arbor, Michigan
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27
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Chu MC, Wu HF, Lee CW, Wu CC, Chi H, Ko CY, Lee YC, Tang CW, Chen PS, Lin HC. Soluble epoxide hydrolase deletion rescues behavioral and synaptic deficits by AMPK-mTOR pathway in autism animals. Prog Neuropsychopharmacol Biol Psychiatry 2024; 136:111190. [PMID: 39510156 DOI: 10.1016/j.pnpbp.2024.111190] [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: 06/13/2024] [Revised: 10/25/2024] [Accepted: 11/03/2024] [Indexed: 11/15/2024]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by social defects often accompanied with emotional comorbidities. Aberrations in synaptic function and plasticity are the core feature in the pathophysiology of ASD. Targeting soluble epoxide hydrolase (sEH) has been found to exert protection in a wide-range of pathological conditions. However, the regulation of sEH deficiency on the synaptic deficits of ASD and the underlying mechanisms remain unclear. The valproate (VPA)-treated ASD animal model with genetic sEH knockout was applied in the present study. The results showed that the sEH expression was significantly increased in the prefrontal cortex of VPA-treated animals. Although no effect was found on tail malformation and body weight loss, genetic sEH deletion alleviated social deficits, and fear learning and memory extinction in the VPA-treated mice. After a series of electrophysiological assessments, we found that the beneficial effects of sEH deletion focused on the long-term synaptic plasticity, rather than presynaptic efficiency, in the VPA-treated mice. Furthermore, we observed that the dysregulated AMPK-mTOR pathway was restored under genetic sEH deletion in VPA-treated mice. Taken together, these findings uncovered an important role of sEH deficiency in the synaptic dysfunctions of ASD mediated by AMPK-mTOR pathway, providing a novel therapeutic target for ASD.
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Affiliation(s)
- Ming-Chia Chu
- Department and Institute of Physiology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Han-Fang Wu
- Department of Optometry, MacKay Medical College, New Taipei City, Taiwan
| | - Chi-Wei Lee
- Department and Institute of Physiology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chi-Chun Wu
- Department and Institute of Physiology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hsiang Chi
- Department and Institute of Physiology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chiung-Yuan Ko
- School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan; Institute of Biomedical Sciences, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan; Department of Biomedical Science and Environment Biology, College of Life Science, Kaohsiung Medical University, Kaohsiung, Taiwan; Ph.D. Program in Medical Neuroscience, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Yi-Chao Lee
- Ph.D. Program in Medical Neuroscience, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Chih-Wei Tang
- Department of Neurology, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Po See Chen
- Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hui-Ching Lin
- Department and Institute of Physiology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan; Ph.D. Program in Medical Neuroscience, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Brain Research Center and Membrane Protein Structural Biology Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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28
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Lee SH, Jeon JJ, Lee WS, Lee S. Autoimmune Connective Tissue and Dermatologic Diseases in Children with Autism Spectrum Disorder. J Invest Dermatol 2024; 144:2590-2592.e4. [PMID: 38871023 DOI: 10.1016/j.jid.2024.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 05/14/2024] [Accepted: 05/18/2024] [Indexed: 06/15/2024]
Affiliation(s)
- Sang-Hoon Lee
- Department of Dermatology, Yonsei University College of Medicine, Wonju, Republic of Korea
| | - Jae Joon Jeon
- Department of Dermatology, Yonsei University College of Medicine, Wonju, Republic of Korea
| | - Won-Soo Lee
- Department of Dermatology, Yonsei University College of Medicine, Wonju, Republic of Korea
| | - Solam Lee
- Department of Dermatology, Yonsei University College of Medicine, Wonju, Republic of Korea.
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Yang T, Zhang Q, Chen L, Dai Y, Jia FY, Hao Y, Li L, Zhang J, Wu LJ, Ke XY, Yi MJ, Hong Q, Chen JJ, Fang SF, Wang YC, Wang Q, Jin CH, Chen J, Li TY. Intestinal Symptoms Among Children aged 2-7 Years with Autism Spectrum Disorder in 13 Cities of China. J Autism Dev Disord 2024; 54:4302-4310. [PMID: 38060105 DOI: 10.1007/s10803-023-06122-3] [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: 08/19/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Autism spectrum disorder (ASD) is a multifactorial, pervasive, neurodevelopmental disorder, of which intestinal symptoms collectively represent one of the most common comorbidities. METHODS In this study, 1,222 children with ASD and 1,206 typically developing (TD) children aged 2-7 years were enrolled from 13 cities in China. Physical measurement and basic information questionnaires were conducted in ASD and TD children. The Childhood Autism Rating Scale (CARS), Social Responsiveness Scale (SRS), and Autism Behavior Checklist (ABC) were used to evaluate the clinical symptoms of children with ASD. The six-item Gastrointestinal Severity Index (6-GSI) was used to evaluate the prevalence of intestinal symptoms in two groups. RESULTS The detection rates of constipation, stool odor, and total intestinal symptoms in ASD children were significantly higher than those in TD children (40.098% vs. 25.622%, 17.021% vs. 9.287%, and 53.601% vs. 41.294%, respectively). Autistic children presenting with intestinal comorbidity had significantly higher scores on the ABC, SRS, CARS, and multiple subscales than autistic children without intestinal symptoms, suggesting that intestinal comorbidity may exacerbates the core symptoms of ASD children. CONCLUSION Intestinal dysfunction was significantly more common in autistic than in TD children. This dysfunction may aggravate the core symptoms of children with ASD.
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Affiliation(s)
- Ting Yang
- Chongqing Key Laboratory of Childhood Nutrition and Health, Ministry of Education Key Laboratory of Child Development and Disorders, Department of Child Health Care, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Chongqing, China
| | - Qian Zhang
- Chongqing Key Laboratory of Childhood Nutrition and Health, Ministry of Education Key Laboratory of Child Development and Disorders, Department of Child Health Care, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Chongqing, China
| | - Li Chen
- Chongqing Key Laboratory of Childhood Nutrition and Health, Ministry of Education Key Laboratory of Child Development and Disorders, Department of Child Health Care, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Chongqing, China
| | - Ying Dai
- Chongqing Key Laboratory of Childhood Nutrition and Health, Ministry of Education Key Laboratory of Child Development and Disorders, Department of Child Health Care, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Chongqing, China
| | - Fei-Yong Jia
- Department of developmental and behavioral pediatrics, the First Hospital of Jilin University, Changchun, China
| | - Yan Hao
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ling Li
- Department of Children Rehabilitation, Hainan Women and Children's Medical Center, Haikou, China
| | - Jie Zhang
- Children Health Care Center, Xi'an Children's Hospital, Xi'an, China
| | - Li-Jie Wu
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin, China
| | - Xiao-Yan Ke
- Child mental health research center of Nanjing Brain Hospital, Nanjing, China
| | - Ming-Ji Yi
- Department of Child Health Care, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Qi Hong
- Maternal and Child Health Hospital of Baoan, Shenzhen, China
| | - Jin-Jin Chen
- Department of Child Healthcare, Shanghai Children's Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Shuan-Feng Fang
- Children's Hospital Affiliated to Zhengzhou University, Zhengzhou, China
| | - Yi-Chao Wang
- NHC Key Laboratory of Birth Defect for Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, China
| | - Qi Wang
- Deyang Maternity & Child Healthcare Hospital, Deyang, Sichuan, China
| | - Chun-Hua Jin
- Department of Children Health Care, Capital Institute of Pediatrics, Beijing, China
| | - Jie Chen
- Chongqing Key Laboratory of Childhood Nutrition and Health, Ministry of Education Key Laboratory of Child Development and Disorders, Department of Child Health Care, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Chongqing, China.
| | - Ting-Yu Li
- Chongqing Key Laboratory of Childhood Nutrition and Health, Ministry of Education Key Laboratory of Child Development and Disorders, Department of Child Health Care, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Chongqing, China.
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Lu XY, Li MQ, Li YT, Yao JY, Zhang LX, Zeng ZH, Yu-Liu, Chen ZR, Li CQ, Zhou XF, Li F. Oral edaravone ameliorates behavioral deficits and pathologies in a valproic acid-induced rat model of autism spectrum disorder. Neuropharmacology 2024; 258:110089. [PMID: 39033904 DOI: 10.1016/j.neuropharm.2024.110089] [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: 05/07/2024] [Revised: 07/15/2024] [Accepted: 07/18/2024] [Indexed: 07/23/2024]
Abstract
Autism spectrum disorder (ASD) is neurodevelopmental disorder with a high incidence rate, characterized by social deficits and repetitive behaviors. There is currently no effective management available to treat the core symptoms of ASD; however, oxidative stress has been implicated in its pathogenesis. Edaravone (EDA), a free-radical scavenger, is used to treat amyotrophic lateral sclerosis (ALS) and acute ischemic stroke (AIS). Here, we hypothesized that an oral formula of EDA may have therapeutic efficacy in the treatment of core ASD symptoms. A rat model of autism was established by prenatal exposure to valproic acid (VPA), and the offsprings were orally treated with EDA at low (3 mg/kg), medium (10 mg/kg), and high (30 mg/kg) doses once daily for 28 days starting from postnatal day 25 (PND25). Oral EDA administration alleviated the core symptoms in VPA rats in a dose-dependent manner, including repetitive stereotypical behaviors and impaired social interaction. Furthermore, oral administration of EDA significantly reduced oxidative stress in a dose-dependent manner, as evidenced by a reduction in oxidative stress markers and an increase in antioxidants in the blood and brain. In addition, oral EDA significantly attenuated downstream pathologies, including synaptic and mitochondrial damage in the brain. Proteomic analysis further revealed that EDA corrected the imbalance in brain oxidative reduction and mitochondrial proteins induced by prenatal VPA administration. Overall, these findings demonstrate that oral EDA has therapeutic potential for ASD by targeting the oxidative stress pathway of disease pathogenesis and paves the way towards clinical studies.
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Affiliation(s)
- Xiao-Yu Lu
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | - Meng-Qing Li
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | | | - Jia-Yu Yao
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | - Lin-Xuan Zhang
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | - Ze-Hao Zeng
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | - Yu-Liu
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | - Zhao-Rong Chen
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | - Chang-Qi Li
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China
| | - Xin-Fu Zhou
- Suzhou Auzone Biotechnology, Suzhou, China; Health and Biomedical Innovation, Clinical and Health Sciences, University of South Australia, Adelaide, SA 5000, Australia.
| | - Fang Li
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha 410013, Hunan Province, China.
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Buck Z, Michalchyshyn E, Nishat A, Lisi M, Huang Y, Liu H, Makarenka A, Plyngam CP, Windle A, Yang Z, Walther DB. Aesthetic processing in neurodiverse populations. Neurosci Biobehav Rev 2024; 166:105878. [PMID: 39260715 DOI: 10.1016/j.neubiorev.2024.105878] [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: 06/01/2024] [Revised: 08/07/2024] [Accepted: 09/05/2024] [Indexed: 09/13/2024]
Abstract
Neurodiversity is a perspective on cognition which suggests a non-pathological view of individual cognitive differences. Aesthetics research on neurodivergent brains has generally been limited to neuropsychological cases. Although this research has been integral to establishing the neurological correlates of aesthetic experience, it is crucial to expand this paradigm to more psychologically complex disorders. We offer a review of research on aesthetic preference in neurodivergent brains beyond neuropsychological cases: across populations with psychotic disorder, anhedonia and depression, anxiety disorder, and autism. We identify stable patterns of aesthetic bias in these populations, relate these biases to symptoms at perceptual, emotional, and evaluative levels of cognition, review relevant neurological correlates, and connect this evidence to current neuroaesthetics theory. Critically, we synthesize the reviewed evidence and discuss its relevance for three brain networks regularly implicated in aesthetic processing: the mesocorticolimbic reward circuit, frontolimbic connections, and the default mode network. Finally, we propose that broadening the subject populations for neuroaesthetics research to include neurodiverse populations is instrumental for yielding new insights into aesthetic processing in the brain.
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Affiliation(s)
- Zach Buck
- Department of Psychology, University of Toronto, Toronto, Canada
| | | | - Amna Nishat
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Mikayla Lisi
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Yichen Huang
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Hanyu Liu
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Arina Makarenka
- Department of Psychology, University of Toronto, Toronto, Canada
| | | | - Abigail Windle
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Zhen Yang
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Dirk B Walther
- Department of Psychology, University of Toronto, Toronto, Canada.
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32
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Baby B, Pushpagiri S, Varma PRP, Saritha LS, Dhiya SJ, Meera SS, Rekha M, Mohan M, Sundaram S. Broad Autism Phenotype Questionnaire - Translation and Validation in a South Indian Language. Ann Indian Acad Neurol 2024; 27:668-676. [PMID: 39648543 DOI: 10.4103/aian.aian_147_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 10/03/2024] [Indexed: 12/10/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Broad Autism Phenotype (BAP) refers to specific behaviors or minor deficits in social/communication skills not meeting the diagnostic criteria for autism spectrum disorders (ASDs). The BAP Questionnaire (BAPQ) measures aloof personality (AP), rigid personality (RP), and pragmatic language (PL) deficits of BAP. The study objective is to translate and validate BAPQ into Malayalam, a South Indian language, and to establish new cut-off scores for detecting BAP in the Indian population. METHODS BAPQ was translated into Malayalam (BAPQ-M), following which it was tested for reliability and internal consistency and factor analysis was conducted in 40 parents of ASD and neurotypical children. The receiver operating characteristic curve analysis generated new cut-off scores. RESULTS The content validity index was ≥ 0.8 for each item. For the self and informant versions, Cronbach's α was 0.753 and 0.807, respectively, while Spearman's correlation coefficient was 0.953 ( P < 0.001) and 0.918 ( P < 0.001). The items demonstrated good communality (0.532-0.870), and on factor rotation, 12 components had eigenvalues > 1, which explained 72.3% of the total variance. The new cut-off scores for total estimate, AP, RP, and PL subscales were 2.60 (sensitivity 0.825; specificity 0.575; odds ratio [OR] 6.38, 95% confidence interval [CI] 2.28-17.84; P < 0.001), 2.60 (sensitivity 0.60; specificity 0.75; OR 4.50, 95% CI 1.73-11.70; P 0.002), 2.90 (sensitivity 0.8; specificity 0.475; OR 3.62, 95% CI 1.342-9.77; P 0.011), and 2.70 (sensitivity 0.5; specificity 0.825; OR 4.71, 95% CI 1.69-13.13; P 0.003), respectively. CONCLUSIONS BAPQ-M has good psychometric properties for determining the presence of BAP among the people of Kerala, a South Indian state.
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Affiliation(s)
- Betsy Baby
- Pediatric Neurology and Neurodevelopmental Disorders, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - Sandhya Pushpagiri
- Pediatric Neurology and Neurodevelopmental Disorders, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - P Ravi Prasad Varma
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - L S Saritha
- Pediatric Neurology and Neurodevelopmental Disorders, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - S J Dhiya
- Pediatric Neurology and Neurodevelopmental Disorders, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - Shoba S Meera
- Department of Speech Pathology and Audiology, National Institute of Mental Health and Neurosciences, Bengaluru, Karnataka, India
| | - M Rekha
- Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - Manju Mohan
- Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - Soumya Sundaram
- Pediatric Neurology and Neurodevelopmental Disorders, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
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Tamaoki Y, Pasapula V, Danaphongse TT, Reyes AR, Chandler CR, Borland MS, Riley JR, Carroll AM, Engineer CT. Pairing tones with vagus nerve stimulation improves brain stem responses to speech in the valproic acid model of autism. J Neurophysiol 2024; 132:1426-1436. [PMID: 39319784 PMCID: PMC11573256 DOI: 10.1152/jn.00325.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 09/16/2024] [Accepted: 09/20/2024] [Indexed: 09/26/2024] Open
Abstract
Receptive language deficits and aberrant auditory processing are often observed in individuals with autism spectrum disorders (ASD). Symptoms associated with ASD are observed in rodents prenatally exposed to valproic acid (VPA), including deficits in speech sound discrimination ability. These perceptual difficulties are accompanied by changes in neural activity patterns. In both cortical and subcortical levels of the auditory pathway, VPA-exposed rats have impaired responses to speech sounds. Developing a method to improve these neural deficits throughout the auditory pathway is necessary. The purpose of this study was to investigate the ability of vagus nerve stimulation (VNS) paired with sounds to restore degraded inferior colliculus (IC) responses in VPA-exposed rats. VNS paired with the speech sound "dad" was presented to a group of VPA-exposed rats 300 times per day for 20 days. Another group of VPA-exposed rats were presented with VNS paired with multiple tone frequencies for 20 days. The IC responses were recorded from 19 saline-exposed control rats and 18 VPA-exposed with no VNS, 8 VNS-speech paired VPA-exposed, and 7 VNS-tone paired VPA-exposed female and male rats. Pairing VNS with tones increased the IC response strength to speech sounds by 44% compared to VPA-exposed rats alone. Contrarily, VNS-speech pairing significantly decreased the IC response to speech compared with VPA-exposed rats by 5%. The present research indicates that pairing VNS with tones improved sound processing in rats exposed to VPA and suggests that auditory processing can be improved through targeted plasticity.NEW & NOTEWORTHY Pairing vagus nerve stimulation (VNS) with sounds has improved auditory processing in the auditory cortex of normal-hearing rats and autism models of rats. This study tests the ability of VNS-sound pairing to restore auditory processing in the inferior colliculus (IC) of valproic acid (VPA)-exposed rats. Pairing VNS with tones significantly reversed the degraded sound processing in the IC in VPA-exposed rats. The findings provide evidence that auditory processing in autism rat models can be improved through VNS.
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Affiliation(s)
- Yuko Tamaoki
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Varun Pasapula
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Tanya T Danaphongse
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Alfonso R Reyes
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Collin R Chandler
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Michael S Borland
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Jonathan R Riley
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Alan M Carroll
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
| | - Crystal T Engineer
- Texas Biomedical Device Center, The University of Texas at Dallas, Richardson, Texas, United States
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States
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Shan G, Wang HT, Juan CY, Chang CH. Using a visual support package to facilitate independent leisure engagement and choice-making for individuals with moderate to severe autism in Taiwan. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:2869-2880. [PMID: 38650334 DOI: 10.1177/13623613241245596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
LAY ABSTRACT Self-determination encompasses various components, including decision-making and independence, making it a complex process. While the importance of self-determination for individuals with autism spectrum disorder has been explored in previous studies, there is limited research focusing on individuals with moderate to severe autism spectrum disorder. Evidence-based practices such as visual activity schedules and video modeling have shown effectiveness in promoting independence among individuals with autism spectrum disorder. To address the need for independence and choice-making among individuals with moderate to severe autism spectrum disorder, this study developed a visual support package incorporating visual activity schedules, video modeling, preference assessments, and prompt procedures. By investigating the intervention's effectiveness in three participants, this study contributes to the existing literature on the use of a visual activity schedule and video modeling in enhancing choice-making and independent leisure engagement. Following the intervention, all participants were able to select three leisure activities, develop their own visual schedules, and complete them. Notably, this study conducted preference assessments to determine participants' preferred leisure activities and did not provide additional reinforcement. Practical implications of this research include incorporating video prompting as needed and adjusting activity engagement time. Future research should explore the long-term effectiveness of the visual support package and its application in developing novel skills or vocational activities for individuals with moderate to severe autism spectrum disorder. This study fills a critical gap in the literature, providing important insights for practices and research in the field of autism spectrum disorder interventions.
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Affiliation(s)
- Ge Shan
- National Taiwan Normal University, Taiwan
| | | | - Chen-Ya Juan
- Minghsin University of Science and Technology, Taiwan
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Niu X, Huang F, Lyu H, Liu J, Zhang X, Bian J, Gao Z, Liu B. The Deficiency of the ASD-Related Gene CHD8 Disrupts Behavioral Patterns and Inhibits Hippocampal Neurogenesis in Mice. J Mol Neurosci 2024; 74:103. [PMID: 39480606 DOI: 10.1007/s12031-024-02283-7] [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: 07/23/2024] [Accepted: 10/20/2024] [Indexed: 11/02/2024]
Abstract
Chromodomain helicase DNA-binding 8 (CHD8) is a gene that poses a high risk for autism spectrum disorder (ASD) and neurological development delay. Nevertheless, the impact of CHD8 haploinsufficiency on both hippocampus neurogenesis and behavior remains uncertain. Here, we performed behavioral assessments on male and female CHD8 heterozygous mice. The study discovered that both male and female CHD8 heterozygous mice displayed an impairment in preference for social novelty. Concurrently, CHD8 heterozygous mice exhibited anxiety-like behavior. However, its cognitive capacity for learning and memory is within the expected range. Furthermore, we discovered a reduction in the number of both immature and mature new neurons in mice with CHD8 heterozygous, resulting in an impeded neurogenesis process in the hippocampus. Taken together, our findings indicate that CHD8 plays a crucial role in the regulation of hippocampal neurogenesis, and further suggest that ASD-like behaviors observed in CHD8 heterozygous mice may be associated with disruptions in hippocampal neurogenesis.
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Affiliation(s)
- Xiaojie Niu
- Medical College, Shanxi Datong University, Datong, 037009, China.
- Institute of Respiratory Disease and Occupational Disease, Medical College, Shanxi Datong University, Datong, 037009, China.
| | - Feifei Huang
- Shanxi Health Vocational College, Taiyuan, 030000, China
| | - Haizhen Lyu
- Medical College, Shanxi Datong University, Datong, 037009, China
| | - Jiao Liu
- Medical College, Shanxi Datong University, Datong, 037009, China
| | - Xinwei Zhang
- Medical College, Shanxi Datong University, Datong, 037009, China
| | - Jiang Bian
- Medical College, Shanxi Datong University, Datong, 037009, China
- Institute of Brain Science, Medical College, Shanxi Datong University, Datong, 037009, China
| | - Zhijie Gao
- Medical College, Shanxi Datong University, Datong, 037009, China
| | - Binyu Liu
- Medical College, Shanxi Datong University, Datong, 037009, China.
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Szabo A, O'Connell KS, Akkouh IA, Ueland T, Sønderby IE, Hope S, Røe AB, Dønnum MS, Sjaastad I, Steen NE, Ueland T, Sæther LS, Osete JR, Andreassen OA, Nærland T, Djurovic S. Elevated levels of peripheral and central nervous system immune markers reflect innate immune dysregulation in autism spectrum disorder. Psychiatry Res 2024; 342:116245. [PMID: 39481220 DOI: 10.1016/j.psychres.2024.116245] [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: 09/24/2023] [Revised: 07/30/2024] [Accepted: 10/23/2024] [Indexed: 11/02/2024]
Abstract
BACKGROUND Evidence suggests dysregulated immune functions in the pathophysiology of Autism spectrum disorder (ASD), although specific immune mechanisms are yet to be identified. METHODS We assessed circulating levels of 25 immune/neuroinflammatory markers in a large ASD sample (n = 151) and matched controls (n = 72) using linear models. In addition, we performed global brain transcriptomics analyses of relevant immune-related genes. We also assessed the expression and function of factors and pathway elements of the inflammasome system in peripheral blood mononuclear cells (PBMC) isolated from ASD and controls using in vitro methods. RESULTS We found higher circulating levels of IL-18 and adhesion factors (ICAM-1, MADCAM1) in individuals with ASD relative to controls. Consistent with this, brain levels of ICAM1 mRNA were also higher in ASD compared to controls. Furthermore, we found higher expression/activity of Caspase-1 and the inflammasome sensor NLRP3 in PBMCs in ASD, both at baseline and following inflammatory challenge. This corresponded with higher levels of secreted IL-18, IL-1β, and IL-8, as well as increased expression of adhesion factors following inflammasome activation in ASD PBMC cultures. Inhibition of the NLRP3-inflammasome rescued the observed immune phenotype in ASD in vitro. CONCLUSION Our results suggest a role for inflammasome dysregulation in ASD pathophysiology.
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Affiliation(s)
- Attila Szabo
- K.G. Jebsen Center for Neurodevelopmental Disorders, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
| | - Kevin S O'Connell
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Ibrahim A Akkouh
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; Department of Medical Genetics, Oslo University Hospital, building 25, Kirkeveien 166, Oslo 0450, Norway
| | - Thor Ueland
- Research Institute of Internal Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway; Thrombosis Research Center (TREC), Division of Internal Medicine, University Hospital of North Norway, Tromsø, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ida E Sønderby
- K.G. Jebsen Center for Neurodevelopmental Disorders, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; Department of Medical Genetics, Oslo University Hospital, building 25, Kirkeveien 166, Oslo 0450, Norway
| | - Sigrun Hope
- K.G. Jebsen Center for Neurodevelopmental Disorders, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Neurohabilitation, Oslo University Hospital, Oslo, Norway; Department of Rare Disorders and Disabilities, Nevsom, Oslo University Hospital, Oslo, Norway
| | - Anne B Røe
- St Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Monica S Dønnum
- Department of Adult Habilitation, Akershus University Hospital, Oslo, Norway
| | - Ingrid Sjaastad
- Department of Child and Adolescent Psychiatry, Vestre Viken Hospital Trust, Norway
| | - Nils Eiel Steen
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Torill Ueland
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; Department of Psychology, University of Oslo, Oslo, Norway
| | - Linn Sofie Sæther
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; Department of Psychology, University of Oslo, Oslo, Norway
| | - Jordi Requena Osete
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; Department of Medical Genetics, Oslo University Hospital, building 25, Kirkeveien 166, Oslo 0450, Norway
| | - Ole A Andreassen
- K.G. Jebsen Center for Neurodevelopmental Disorders, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Terje Nærland
- K.G. Jebsen Center for Neurodevelopmental Disorders, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Rare Disorders and Disabilities, Nevsom, Oslo University Hospital, Oslo, Norway
| | - Srdjan Djurovic
- K.G. Jebsen Center for Neurodevelopmental Disorders, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Medical Genetics, Oslo University Hospital, building 25, Kirkeveien 166, Oslo 0450, Norway; Department of Clinical Science, NORMENT, University of Bergen, Bergen, Norway.
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Zhou P, Peng S, Wen S, Lan Q, Zhuang Y, Li X, Shi M, Zhang C. The Cerebellum-Ventral Tegmental Area Microcircuit and Its Implications for Autism Spectrum Disorder: A Narrative Review. Neuropsychiatr Dis Treat 2024; 20:2039-2048. [PMID: 39494383 PMCID: PMC11531233 DOI: 10.2147/ndt.s485487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Accepted: 10/10/2024] [Indexed: 11/05/2024] Open
Abstract
The cerebellum has long been implicated in the etiopathogenesis of autism spectrum disorder (ASD), and emerging evidence suggests a significant contribution by reciprocal neural circuits between the cerebellum and ventral tegmental area (VTA) in symptom expression. This review provides a concise overview of morphological and functional alterations in the cerebellum and VTA associated with ASD symptoms, primarily focusing on human studies while also integrating mechanistic insights from animal models. We propose that cerebello-VTA circuit dysfunctional is a major contributor to ASD symptoms and that these circuits are promising targets for drugs and therapeutic brain stimulation methods.
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Affiliation(s)
- Peiling Zhou
- Guangdong Provincial Key Laboratory of Development and Education for Special Needs Children & School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, People’s Republic of China
| | - Shiyu Peng
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, People’s Republic of China
| | - Sizhe Wen
- Guangdong Provincial Key Laboratory of Development and Education for Special Needs Children & School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, People’s Republic of China
| | - Qinghui Lan
- Guangdong Provincial Key Laboratory of Development and Education for Special Needs Children & School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, People’s Republic of China
| | - Yingyin Zhuang
- Guangdong Provincial Key Laboratory of Development and Education for Special Needs Children & School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, People’s Republic of China
| | - Xuyan Li
- Guangdong Provincial Key Laboratory of Development and Education for Special Needs Children & School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, People’s Republic of China
| | - Mengliang Shi
- Guangdong Provincial Key Laboratory of Development and Education for Special Needs Children & School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, People’s Republic of China
- School of Education, South China Normal University, Guangzhou, 510631, People’s Republic of China
| | - Changzheng Zhang
- Guangdong Provincial Key Laboratory of Development and Education for Special Needs Children & School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, People’s Republic of China
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Lee J, Lim J, Kang S, Kim S, Jung SY, Kim S, Hong SB, Park YR. Mobile App-Assisted Parent Training Intervention for Behavioral Problems in Children With Autism Spectrum Disorder: Pilot Randomized Controlled Trial. JMIR Hum Factors 2024; 11:e52295. [PMID: 39466295 PMCID: PMC11555457 DOI: 10.2196/52295] [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: 08/29/2023] [Revised: 08/02/2024] [Accepted: 09/13/2024] [Indexed: 10/29/2024] Open
Abstract
BACKGROUND In children with autism spectrum disorder (ASD), problem behaviors play a dysfunctional role, causing as much difficulty with daily living and adjustment as the core symptoms. If such behaviors are not effectively addressed, they can result in physical, economic, and psychological issues not only for the individual but also for family members. OBJECTIVE We aimed to develop and evaluate the feasibility of a mobile app-assisted parent training program for reducing problem behaviors in children with ASD. METHODS This open-label, single-center, randomized controlled trial was conducted among parents of children with ASD aged 36-84 months. Participants were recruited from the Department of Psychiatry at Seoul National University Hospital. Participants were randomly assigned (1:1) by a blinded researcher. Randomization was performed using a stratified block randomization (with a block size of 4). Parents in the intervention group completed the mobile app-assisted parent training program at home over a 12-week period. They continued to receive their usual nondrug treatment in addition to the mobile app-assisted parent training program. The control group continued to receive their usual nonpharmaceutical treatment for 12 weeks without receiving the parent training program intervention. The primary outcome measure was the median change in the Korean Child Behavior Checklist (K-CBCL) scores from before to after the intervention. Lower scores on the K-CBCL indicated a decrease in overall problem behavior. RESULTS Between November 9, 2022, and December 8, 2022, 64 participants were enrolled. Overall, 42 children (intervention group median age: 49, IQR 41-52.5 months; control group median age: 49, IQR 42-58 months) of the participants joined the program. The intervention group included 20 (48%) participants and the control group included 22 (52%) participants. In the intervention group, the K-CBCL total scores showed a decrease after the intervention, with a median difference of -0.5 (95% CI -4.5 to 3). Pervasive developmental disorder scores also showed a decrease, with a median difference of -2.1 (95% CI -8.5 to 2.5). However, there was no significant difference in Clinical Global Impression-Severity of Illness scores after the intervention for both the control and intervention groups. Scores on the Korean version of the Social Communication Questionnaire showed a further decrease after the intervention in the intervention group (median difference -2, 95% CI -4 to 1). Caregivers' stress evaluated using the Korean Parenting Stress Index Fourth Edition-Short Form did not show any significant differences between the control and intervention groups. There were no adverse events related to study participation. CONCLUSIONS The findings demonstrated the feasibility of using mobile devices for evidence-based parent training to reduce problem behaviors in children with ASD. Mobile devices' accessibility and flexibility may provide a viable alternative for offering early intervention for problem behaviors in children with ASD. TRIAL REGISTRATION CRIS KCT0007841; https://cris.nih.go.kr/cris/search/detailSearch.do?&seq=23112.
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Affiliation(s)
- JooHyun Lee
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | | | - Soyeon Kang
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Sujin Kim
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | | | - Sujin Kim
- LumanLab Inc, Seoul, Republic of Korea
| | - Soon-Beom Hong
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
- Institute of Human Behavioral Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea
| | - Yu Rang Park
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Artificial Intelligence, Yonsei University, Seoul, Republic of Korea
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Calderone A, Militi A, Latella D, De Luca R, Corallo F, De Pasquale P, Quartarone A, Maggio MG, Calabrò RS. Harnessing Virtual Reality: Improving Social Skills in Adults with Autism Spectrum Disorder. J Clin Med 2024; 13:6435. [PMID: 39518573 PMCID: PMC11546170 DOI: 10.3390/jcm13216435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 10/21/2024] [Accepted: 10/25/2024] [Indexed: 11/16/2024] Open
Abstract
Background and Objectives: Autism Spectrum Disorder (ASD) involves challenges in social communication and daily functioning. Emerging research highlights that virtual reality (VR) interventions can significantly improve social skills in adults with ASD by providing immersive, controlled practice environments. This systematic review will assess the effectiveness of VR-based interventions for improving social skills in adults with ASD. Materials and Methods: Studies were identified from an online search of PubMed, Web of Science, Cochrane Library, and Embase databases without any search time range. This review was registered on Open OSF (n) P4SM5. Results: Recent studies show that VR interventions significantly enhance job interview skills, social abilities, and practical tasks in adults with ASD, with improvements in confidence, social understanding, and everyday skills. VR has been shown to be user-friendly and effective in providing immersive, adaptable training experiences. Conclusions: The review highlights VR's promising role in improving social skills, job interview abilities, and daily functioning in adults with ASD. It emphasizes the need for broader studies, standardized interventions, and exploration of VR's integration with other therapies to enhance long-term effectiveness and address comorbidities like anxiety and depression.
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Affiliation(s)
- Andrea Calderone
- Department of Clinical and Experimental Medicine, University of Messina, Piazza Pugliatti 1, 98122 Messina, Italy
| | - Angela Militi
- Department of Biomedical, Dental Science and Morphological and Functional Images, University of Messina, Piazza Pugliatti 1, 98100 Messina, Italy;
| | - Desirèe Latella
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (D.L.); (R.D.L.); (F.C.); (P.D.P.); (A.Q.); (M.G.M.); (R.S.C.)
| | - Rosaria De Luca
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (D.L.); (R.D.L.); (F.C.); (P.D.P.); (A.Q.); (M.G.M.); (R.S.C.)
| | - Francesco Corallo
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (D.L.); (R.D.L.); (F.C.); (P.D.P.); (A.Q.); (M.G.M.); (R.S.C.)
| | - Paolo De Pasquale
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (D.L.); (R.D.L.); (F.C.); (P.D.P.); (A.Q.); (M.G.M.); (R.S.C.)
| | - Angelo Quartarone
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (D.L.); (R.D.L.); (F.C.); (P.D.P.); (A.Q.); (M.G.M.); (R.S.C.)
| | - Maria Grazia Maggio
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (D.L.); (R.D.L.); (F.C.); (P.D.P.); (A.Q.); (M.G.M.); (R.S.C.)
| | - Rocco Salvatore Calabrò
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (D.L.); (R.D.L.); (F.C.); (P.D.P.); (A.Q.); (M.G.M.); (R.S.C.)
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Ustun Gullu B, Oztop DB, Umutlu Aydin E, Ors B, Cikili Uytun M, Yurumez E. Interactions between autistics and healthy children and their parents in emotional availability: a comparative study. Glob Ment Health (Camb) 2024; 11:e93. [PMID: 39464557 PMCID: PMC11505039 DOI: 10.1017/gmh.2024.102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 04/08/2024] [Accepted: 07/09/2024] [Indexed: 10/29/2024] Open
Abstract
In this study, we assessed the interactions of mothers and fathers with their children diagnosed with autism spectrum disorder (ASD) in terms of emotional availability (EA) and compared them with the interactions of healthy controls. Children, aged 13-60 months and applied to the Infant Mental Health Unit between January 2019 and March 2021 and their parents without any clinical diagnosis, were included. The EA levels of mothers and fathers of the autistic group, which included 30 boys and 13 girls, and those of the control group, which included 10 boys and 10 girls, were compared. According to the results obtained, it was determined that the EA levels of mothers and fathers of healthy controls were not different; however, the mothers were more sensitive and better in structuring the content of play compared with the fathers in the ASD group. It was noted that the fathers of children with ASD were more hostile than the mothers. EA should be taken as a criterion to determine the intensity and content of treatment, particularly in ASD. Additionally, increased awareness of fathers in EA may provide better results in the intervention process.
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Affiliation(s)
| | - Didem Behice Oztop
- Department of Child and Adolescent Psychiatry, Ankara University, Ankara, Turkey
| | - Eda Umutlu Aydin
- Department of Child and Adolescent Psychiatry, Ankara University, Ankara, Turkey
| | - Baris Ors
- Department of Child and Adolescent Psychiatry, Ankara University, Ankara, Turkey
| | - Merve Cikili Uytun
- Department of Child and Adolescent Psychiatry, Ankara University, Ankara, Turkey
| | - Esra Yurumez
- Department of Child and Adolescent Psychiatry, Ankara University, Ankara, Turkey
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Luglio D, Kleeman MJ, Yu X, Lin JC, Chow T, Martinez MP, Chen Z, Chen JC, Eckel SP, Schwartz J, Lurmann F, McConnell R, Xiang AH, Rahman MM. Prenatal Exposure to Source-Specific Fine Particulate Matter and Autism Spectrum Disorder. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:18566-18577. [PMID: 39392704 PMCID: PMC11500427 DOI: 10.1021/acs.est.4c05563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 10/01/2024] [Accepted: 10/03/2024] [Indexed: 10/13/2024]
Abstract
In this study, associations between prenatal exposure to fine particulate matter (PM2.5) from 9 sources and development of autism spectrum disorder (ASD) were assessed in a population-based retrospective pregnancy cohort in southern California. The cohort included 318,750 mother-child singleton pairs. ASD cases (N = 4559) were identified by ICD codes. Source-specific PM2.5 concentrations were estimated from a chemical transport model with a 4 × 4 km2 resolution and assigned to maternal pregnancy residential addresses. Cox proportional hazard models were used to estimate the hazard ratios (HR) of ASD development for each individual source. We also adjusted for total PM2.5 mass and in a separate model for all other sources simultaneously. Increased ASD risk was observed with on-road gasoline (HR [CI]: 1.18 [1.13, 1.24]), off-road gasoline (1.15 [1.12, 1.19]), off-road diesel (1.08 [1.05, 1.10]), food cooking (1.05 [1.02, 1.08]), aircraft (1.04 [1.01, 1.06]), and natural gas combustion (1.09 [1.06, 1.11]), each scaled to standard deviation increases in concentration. On-road gasoline and off-road gasoline were robust for other pollutant groups. PM2.5 emitted from different sources may have different impacts on ASD. The results also identify PM source mixtures for toxicological investigations that may provide evidence for future public health policies.
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Affiliation(s)
- David
G. Luglio
- Department
of Environmental Health Sciences, Tulane
University School of Public Health and Tropical Medicine, New Orleans, Louisiana 70118, United States
| | - Michael J. Kleeman
- Department
of Civil and Environmental Engineering, University of California, Davis, Davis, California 95616, United States
| | - Xin Yu
- Spatial
Science Institute, University of Southern
California, Los Angeles, California 90089, United States
| | - Jane C. Lin
- Department
of Research & Evaluation, Kaiser Permanente
Southern California, Pasadena, California 91101, United States
| | - Ting Chow
- Department
of Research & Evaluation, Kaiser Permanente
Southern California, Pasadena, California 91101, United States
| | - Mayra P. Martinez
- Department
of Research & Evaluation, Kaiser Permanente
Southern California, Pasadena, California 91101, United States
| | - Zhanghua Chen
- Department
of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90089, United States
| | - Jiu-Chiuan Chen
- Department
of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90089, United States
| | - Sandrah Proctor Eckel
- Department
of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90089, United States
| | - Joel Schwartz
- Department
of Environmental Health, Harvard T.H. Chan
School of Public Health, Boston, Massachusetts 02115, United States
- Department
of Epidemiology, Harvard T.H. Chan School
of Public Health, Boston, Massachusetts 02115, United States
| | | | - Rob McConnell
- Department
of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90089, United States
| | - Anny H. Xiang
- Department
of Research & Evaluation, Kaiser Permanente
Southern California, Pasadena, California 91101, United States
| | - Md Mostafijur Rahman
- Department
of Environmental Health Sciences, Tulane
University School of Public Health and Tropical Medicine, New Orleans, Louisiana 70118, United States
- Department
of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90089, United States
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Grumbach P, Kasper J, Hipp JF, Forsyth A, Valk SL, Muthukumaraswamy S, Eickhoff SB, Schilbach L, Dukart J. Local activity alterations in autism spectrum disorder correlate with neurotransmitter properties and ketamine induced brain changes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.10.20.24315801. [PMID: 39502665 PMCID: PMC11537324 DOI: 10.1101/2024.10.20.24315801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/14/2024]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition associated with altered resting-state brain function. An increased excitation-inhibition (E/I) ratio is discussed as a potential pathomechanism but in-vivo evidence of disturbed neurotransmission underlying these functional alterations remains scarce. We compared rs-fMRI local activity (LCOR) between ASD (N=405, N=395) and neurotypical controls (N=473, N=474) in two independent cohorts (ABIDE1 and ABIDE2). We then tested how these LCOR alterations co-localize with specific neurotransmitter systems derived from nuclear imaging and compared them with E/I changes induced by GABAergic (midazolam) and glutamatergic medication (ketamine). Across both cohorts, ASD subjects consistently exhibited reduced LCOR, particularly in higher-order default mode network nodes, alongside increases in bilateral temporal regions, the cerebellum, and brainstem. These LCOR alterations negatively co-localized with dopaminergic (D1, D2, DAT), glutamatergic (NMDA, mGluR5), GABAergic (GABAa) and cholinergic neurotransmission (VAChT). The NMDA-antagonist ketamine, but not GABAa-potentiator midazolam, induced LCOR changes which co-localize with D1, NMDA and GABAa receptors, thereby resembling alterations observed in ASD. We find consistent local activity alterations in ASD to be spatially associated with several major neurotransmitter systems. NMDA-antagonist ketamine induced neurochemical changes similar to ASD-related alterations, supporting the notion that pharmacological modulation of the E/I balance in healthy individuals can induce ASD-like functional brain changes. These findings provide novel insights into neurophysiological mechanisms underlying ASD.
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Affiliation(s)
- Pascal Grumbach
- Institute of Neurosciences and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich; Wilhelm-Johnen-Straße 1, 52425 Juelich, Germany
- Department of Psychiatry and Psychotherapy, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf; Bergische Landstraße 2, 40629 Duesseldorf, Germany
| | - Jan Kasper
- Institute of Neurosciences and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich; Wilhelm-Johnen-Straße 1, 52425 Juelich, Germany
- Institute of Systems Neuroscience, Medical Faculty & University Hospital Duesseldorf, Heinrich Heine University Duesseldorf; Moorenstraße 5, 40225 Duesseldorf, Germany
| | - Joerg F. Hipp
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center Basel, F. Hoffmann–La Roche Ltd.; Basel, Switzerland
| | - Anna Forsyth
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland; 85 Park Road, Grafton, Auckland, 1023, New Zealand
| | - Sofie L. Valk
- Institute of Neurosciences and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich; Wilhelm-Johnen-Straße 1, 52425 Juelich, Germany
- Institute of Systems Neuroscience, Medical Faculty & University Hospital Duesseldorf, Heinrich Heine University Duesseldorf; Moorenstraße 5, 40225 Duesseldorf, Germany
- Max Planck School of Cognition; Stephanstraße 1A, 04103 Leipzig, Germany
- Max Planck Institute for Human Cognitive and Brain Sciences; Stephanstraße 1A, 04103 Leipzig, Germany
| | - Suresh Muthukumaraswamy
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland; 85 Park Road, Grafton, Auckland, 1023, New Zealand
| | - Simon B. Eickhoff
- Institute of Neurosciences and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich; Wilhelm-Johnen-Straße 1, 52425 Juelich, Germany
- Institute of Systems Neuroscience, Medical Faculty & University Hospital Duesseldorf, Heinrich Heine University Duesseldorf; Moorenstraße 5, 40225 Duesseldorf, Germany
| | - Leonhard Schilbach
- Department of General Psychiatry 2, LVR-Klinikum Duesseldorf; Bergische Landstraße 2, 40629 Duesseldorf, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilians University Munich; Nußbaumstraße 7, 80336 München
| | - Juergen Dukart
- Institute of Neurosciences and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich; Wilhelm-Johnen-Straße 1, 52425 Juelich, Germany
- Institute of Systems Neuroscience, Medical Faculty & University Hospital Duesseldorf, Heinrich Heine University Duesseldorf; Moorenstraße 5, 40225 Duesseldorf, Germany
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Pagán AF, Montenegro MC, Ahlenius M, Ramirez AC, Ortiz M, Bernal E, Montiel-Nava C, Bittner J, Loveland KA, Acierno RE. The Transition to Adulthood: A Qualitative Study of Autism Spectrum Disorder From Military and Veteran Parents and Military-Dependent Young Adults. Mil Med 2024:usae434. [PMID: 39423114 DOI: 10.1093/milmed/usae434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 07/29/2024] [Accepted: 10/15/2024] [Indexed: 10/21/2024] Open
Abstract
INTRODUCTION Given the unique experiences of military service members and their families, military-dependent young adults (18-25 years old) with autism spectrum disorder (ASD) and their military or veteran families experience unique barriers to accessing quality mental health care during the transition to adulthood. In fact, developing services to address ASD challenges for military families is a burgeoning area of interest for the department of defense. However, there is a limited knowledge on the specific needs of military families as the young adult's transition outside of high school and lose supports. MATERIALS AND METHODS The present study conducted 3 focus groups with 16 military and veteran parents, and 3 focus groups with 10 military-dependent young adults to evaluate the needs of military-dependent young adults (17-25 years old) with ASD and military/veteran parents with a young adult with ASD. RESULTS Parents reported several key topics, including barriers to services (e.g., permanent change of station, recently moving to a state and lacking awareness of the available resources), defining adulthood in terms working in a cohesive family structure, and therapy recommendations for parents and young adults with ASD transitioning to adulthood. Young adults provided key information, including describing experiences with having a parent in the military, difficulty accessing services during the transition to adulthood, and recommendations on therapy for military-dependent young adults with ASD. CONCLUSION Military and veteran families with autistic dependents lack access to important mental-health resources. When developing programs for military families and military-dependent autistic young adults, mental health providers should consider the frequent relocations, lack of access to important transition resources, and common military values. The presence of advocates at military bases should be encouraged to help military families navigate autism services in their local community.
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Affiliation(s)
- Antonio F Pagán
- Louis A. Faillace, MD, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, UTHealth Science Center at Houston, Houston, TX 77054, USA
| | - Mara C Montenegro
- Department of Psychological Sciences, Universidad de Texas Rio Grande Valley, Edinburg, TX 78539, USA
| | - Mark Ahlenius
- Transition to Adulthood Clinic, Brooke Army Medical Center, Fort Sam Houston, San Antonio, TX 78234, USA
| | - Ana C Ramirez
- Department of Psychological Sciences, Universidad de Texas Rio Grande Valley, Edinburg, TX 78539, USA
| | - Miriam Ortiz
- Department of Psychological Sciences, Universidad de Texas Rio Grande Valley, Edinburg, TX 78539, USA
| | - Estefani Bernal
- Department of Psychological Sciences, Universidad de Texas Rio Grande Valley, Edinburg, TX 78539, USA
| | - Cecilia Montiel-Nava
- Department of Psychological Sciences, Universidad de Texas Rio Grande Valley, Edinburg, TX 78539, USA
| | | | - Katherine A Loveland
- Louis A. Faillace, MD, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, UTHealth Science Center at Houston, Houston, TX 77054, USA
| | - Ron E Acierno
- Louis A. Faillace, MD, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, UTHealth Science Center at Houston, Houston, TX 77054, USA
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Alves CL, Martinelli T, Sallum LF, Rodrigues FA, Toutain TGLDO, Porto JAM, Thielemann C, Aguiar PMDC, Moeckel M. Multiclass classification of Autism Spectrum Disorder, attention deficit hyperactivity disorder, and typically developed individuals using fMRI functional connectivity analysis. PLoS One 2024; 19:e0305630. [PMID: 39418298 PMCID: PMC11486369 DOI: 10.1371/journal.pone.0305630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 06/03/2024] [Indexed: 10/19/2024] Open
Abstract
Neurodevelopmental conditions, such as Autism Spectrum Disorder (ASD) and Attention Deficit Hyperactivity Disorder (ADHD), present unique challenges due to overlapping symptoms, making an accurate diagnosis and targeted intervention difficult. Our study employs advanced machine learning techniques to analyze functional magnetic resonance imaging (fMRI) data from individuals with ASD, ADHD, and typically developed (TD) controls, totaling 120 subjects in the study. Leveraging multiclass classification (ML) algorithms, we achieve superior accuracy in distinguishing between ASD, ADHD, and TD groups, surpassing existing benchmarks with an area under the ROC curve near 98%. Our analysis reveals distinct neural signatures associated with ASD and ADHD: individuals with ADHD exhibit altered connectivity patterns of regions involved in attention and impulse control, whereas those with ASD show disruptions in brain regions critical for social and cognitive functions. The observed connectivity patterns, on which the ML classification rests, agree with established diagnostic approaches based on clinical symptoms. Furthermore, complex network analyses highlight differences in brain network integration and segregation among the three groups. Our findings pave the way for refined, ML-enhanced diagnostics in accordance with established practices, offering a promising avenue for developing trustworthy clinical decision-support systems.
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Affiliation(s)
- Caroline L. Alves
- Laboratory for Hybrid Modeling, Aschaffenburg University of Applied Sciences, Aschaffenburg, Bayern, Germany
| | - Tiago Martinelli
- Institute of Mathematical and Computer Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
| | - Loriz Francisco Sallum
- Institute of Mathematical and Computer Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
| | | | | | - Joel Augusto Moura Porto
- Institute of Physics of São Carlos (IFSC), University of São Paulo (USP), São Carlos, São Paulo, Brazil
- Institute of Biological Information Processing, Heinrich Heine University Düsseldorf, Düsseldorf, North Rhine–Westphalia Land, Germany
| | - Christiane Thielemann
- BioMEMS Lab, Aschaffenburg University of Applied Sciences, Aschaffenburg, Bayern, Germany
| | - Patrícia Maria de Carvalho Aguiar
- Hospital Israelita Albert Einstein, São Paulo, São Paulo, Brazil
- Department of Neurology and Neurosurgery, Federal University of São Paulo, São Paulo, São Paulo, Brazil
| | - Michael Moeckel
- Laboratory for Hybrid Modeling, Aschaffenburg University of Applied Sciences, Aschaffenburg, Bayern, Germany
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He Y, Wong A, Zhang Y, Lin J, Li H, Zhao B, Chen T, Huang S, Hu R, Liu G. Effects of Mozart-Orff parent-child music therapy among mothers and their preschool children with autism spectrum disorder: A mixed-methods randomised controlled trial. BMC Pediatr 2024; 24:665. [PMID: 39415148 PMCID: PMC11481287 DOI: 10.1186/s12887-024-05085-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 09/17/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) negatively impacts mental health, particularly in mothers of autistic children who experience heightened stress. Applied behaviour analysis (ABA) and music therapy are recognised interventions for improving ASD symptoms. However, the specific benefits of parent-child music therapy and ABA for autistic children and their mothers remain uncertain. This study evaluated the effects of parent-child music therapy on preschool autistic children and their mothers. METHOD A randomised controlled trial was conducted with 100 mother-child pairs assigned to either the control group receiving ABA or the intervention group receiving both music therapy and ABA. Qualitative interviews were conducted post-intervention for 12 mothers. RESULTS Children in the intervention group exhibited lower scores for ASD symptoms than those in the control group. Moreover, mothers in the intervention group demonstrated reduced dysfunctional parent-child interaction, lower overall parental stress, significantly improved family functioning, and increased levels of hope compared with those in the control group. Mothers held positive views regarding music therapy. CONCLUSIONS Combining ABA with parent-child music therapy can alleviate ASD symptoms in children and reduce stress in mothers. Improved parent-child interaction and enhanced family functioning further support the benefits of this combined approach. Parent-child music therapy, combined with ABA demonstrated positive outcomes for autistic children, including reduced ASD symptoms, improved parent-child interaction, decreased parental stress, enhanced family functioning, and increased hope. These findings highlight the potential of incorporating music therapy as a valuable component in the comprehensive treatment of ASD. TRIAL REGISTRATION This study was registered in the Chinese Clinical Trial registry (05/07/2021, ChiCTR2100048261, https://www.chictr.org.cn/showproj.html?proj=128957 ). Ethical approval was obtained from the Research Ethics Committee of Fujian Medical University and the study hospital (Fujian Provincial Maternity and Child Health Hospital; 2017 - 105), and informed consent was obtained from all subjects and/or their legal guardian(s).
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Affiliation(s)
- Yingshuang He
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China
| | - Arkers Wong
- The School of Nursing, The Hong Kong Polytechnic University, Hongkong, China
| | - Yuhong Zhang
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China
| | - Jinling Lin
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China
| | - Hao Li
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China
| | - Bingyue Zhao
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China
| | - Tingting Chen
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China
| | - Shuixiu Huang
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China
| | - Rongfang Hu
- The School of Nursing, Fujian Medical University, No.1 Xuefu Avenue, Shangjie Town, Minhou County, Fuzhou City, Fujian Province, 35000, China.
| | - Guihua Liu
- Department of Child Health Care, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, China.
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Shang S, Shi Y, Zhang Y, Liu M, Zhang H, Wang P, Zhuang L. Artificial intelligence for brain disease diagnosis using electroencephalogram signals. J Zhejiang Univ Sci B 2024; 25:914-940. [PMID: 39420525 PMCID: PMC11494159 DOI: 10.1631/jzus.b2400103] [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: 02/25/2024] [Accepted: 08/27/2024] [Indexed: 10/19/2024]
Abstract
Brain signals refer to electrical signals or metabolic changes that occur as a consequence of brain cell activity. Among the various non-invasive measurement methods, electroencephalogram (EEG) stands out as a widely employed technique, providing valuable insights into brain patterns. The deviations observed in EEG reading serve as indicators of abnormal brain activity, which is associated with neurological diseases. Brain‒computer interface (BCI) systems enable the direct extraction and transmission of information from the human brain, facilitating interaction with external devices. Notably, the emergence of artificial intelligence (AI) has had a profound impact on the enhancement of precision and accuracy in BCI technology, thereby broadening the scope of research in this field. AI techniques, encompassing machine learning (ML) and deep learning (DL) models, have demonstrated remarkable success in classifying and predicting various brain diseases. This comprehensive review investigates the application of AI in EEG-based brain disease diagnosis, highlighting advancements in AI algorithms.
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Affiliation(s)
- Shunuo Shang
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China
- The MOE Frontier Science Center for Brain Science & Brain-Machine Integration, Zhejiang University, Hangzhou 310027, China
| | - Yingqian Shi
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China
| | - Yajie Zhang
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China
| | - Mengxue Liu
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China
| | - Hong Zhang
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China
| | - Ping Wang
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China.
- The MOE Frontier Science Center for Brain Science & Brain-Machine Integration, Zhejiang University, Hangzhou 310027, China.
- The State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310027, China.
| | - Liujing Zhuang
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China.
- The State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou 310027, China.
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Bellinghausen C, Schröder B, Rauh R, Riedel A, Dahmen P, Birkholz P, Tebartz van Elst L, Fangmeier T. Processing of prosodic cues of uncertainty in autistic and non-autistic adults: a study based on articulatory speech synthesis. Front Psychiatry 2024; 15:1347913. [PMID: 39469475 PMCID: PMC11513626 DOI: 10.3389/fpsyt.2024.1347913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 09/09/2024] [Indexed: 10/30/2024] Open
Abstract
Introduction We investigated the prosodic perception of uncertainty cues in adults with Autism Spectrum Disorder (ASD) compared to neurotypical adults (NTC). Method We used articulatory synthetic speech to express uncertainty in a human-machine scenario by varying the three acoustic cues pause, intonation, and hesitation. Twenty-eight adults with ASD and 28 NTC adults rated each answer for uncertainty, naturalness, and comprehensibility. Results Both groups reliably perceived different levels of uncertainty. Stimuli were rated as less uncertain by the ASD group, but not significantly. Only when we pooled the recipients' ratings for all three cues, did we find a significant group difference. In terms of reaction time, we observed longer reaction times in the ASD group compared to the neurotypical comparison group for the uncertainty level hesitation & strong intonation, but the differences were not significant after Bonferroni correction. Furthermore, our results showed a significant group difference between the correlation of uncertainty and naturalness, i.e. the correlation in the ASD group is significantly lower than in the NTC group. Obtained effect size estimates can inform sample size calculations in future studies for the reliable identification of group differences. Discussion In future work, we would like to further investigate the interaction of all three cues and uncertainty perception. It would be interesting to further vary the duration of the pause and also to use different types of fillers. From a developmental perspective, uncertainty perception should also be investigated in children and adolescents with ASD.
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Affiliation(s)
| | - Bernhard Schröder
- Institute of German Studies, University of Duisburg-Essen, Duisburg, Germany
| | - Reinhold Rauh
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Andreas Riedel
- Department of Psychiatry and Psychotherapy, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Luzerner Psychiatrie, Ambulante Dienste, Luzern, Switzerland
| | - Paula Dahmen
- Institute of German Studies, University of Duisburg-Essen, Duisburg, Germany
| | - Peter Birkholz
- Institute of Acoustics and Speech Communication, Technische Universität Dresden, Dresden, Germany
| | - Ludger Tebartz van Elst
- Department of Psychiatry and Psychotherapy, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Thomas Fangmeier
- Department of Psychiatry and Psychotherapy, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Jordan P, Wallace-Watkin C, Tupou J, Pillar S, Waddington H. 'I wouldn't want one or the other': Understanding parents' preferences for direct support or parent coaching for young autistic children. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024:13623613241287300. [PMID: 39394944 DOI: 10.1177/13623613241287300] [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: 10/14/2024]
Abstract
LAY ABSTRACT Professionals often support autistic children by working with them directly (direct support) or by coaching their parents. We know a lot about what parents think about parent coaching, but we do not know as much about what they think about direct support. We also do not know whether parents prefer parent coaching or direct support. The current study involved 22 parents who each received 2 h a week of direct support for their autistic child and up to 1 h a week of parent coaching for 6 months. At the end of 6 months, all these parents indicated in a survey whether they preferred parent coaching or direct support. Eleven of these participating parents also chose to take part in an interview to understand more about these preferences. Our findings suggest that parents generally liked both supports and believed they worked well together; however, they preferred direct support over parent coaching. While parents think that both approaches are beneficial, there are strengths and challenges of each. These findings emphasise the importance of parent choice in the delivery of support. It may also be possible to adapt both approaches to address some of the identified challenges and improve the whole family's experience.
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Affiliation(s)
- Phoebe Jordan
- Te Herenga Waka - Victoria University of Wellington, New Zealand
| | | | - Jessica Tupou
- Te Herenga Waka - Victoria University of Wellington, New Zealand
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Yuxi R, Shuqi J, Cong L, Shufan L, Yueyu L. A systematic review of the effect of sandplay therapy on social communication deficits in children with autism spectrum disorder. Front Pediatr 2024; 12:1454710. [PMID: 39463730 PMCID: PMC11502332 DOI: 10.3389/fped.2024.1454710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 09/06/2024] [Indexed: 10/29/2024] Open
Abstract
Objective To explore the efficacy of sandplay therapy in intervening social communication deficits in children with autism spectrum disorders (ASD), and whether this efficacy is influenced by the age of the children and the dosage of sandplay therapy intervention. Methods Following the PICOS principle, randomized controlled trials (RCTs) related to sandplay therapy for social communication deficits in ASD children were retrieved from seven databases: PubMed, WOS, The Cochrane Library, Embase, CNKI, Wanfang, and VIP, from the inception of each database to November 10, 2023. Two experimenters independently conducted study screening and excluded studies with concomitant diseases, incomplete data, unextractable data, and non-randomized controlled trials. The PEDro scale was used for methodological quality assessment, and the GRADEprofiler method was employed to evaluate the quality of evidence. Stata17 software was used for meta-analysis, subgroup analysis, sensitivity analysis, and publication bias testing. The standardized mean difference (SMD) and 95% confidence interval (CI) were used as the effect statistics. Results A total of 12 RCTs (791 cases) were included. Sandplay therapy had a positive impact on the social communication deficits of ASD children [SMD = -1.42, 95%CI (-1.79, -1.04), P < 0.001]. Subgroup analysis revealed that sandplay therapy administered during the early school age (449 cases, SMD = -1.44, P < 0.05), for a duration of 22-28 weeks (208 cases, SMD = 1.69, P < 0.05), and with a frequency of once per week (218 cases, SMD = -1.67, P < 0.05) was most effective in improving on social communication deficits of ASD children. Discussion The quality of evidence in this study was rated as high, with good methodological quality, including 12 studies with better quality and no detection of bias risk. The study had high heterogeneity, which was attributed to the measurement tools and intervention duration through subgroup analysis, with no inconsistency found. Additionally, no downgrade factors related to imprecision, publication bias, or indirectness were identified. In conclusion, sandplay therapy is an effective measure to improve social communication deficits in children with ASD, and current evidence recommends early intervention using an individual sandplay therapy or integrated sandplay therapy intervention program once a week for 22-28 weeks, which can serve as evidence-based clinical guidance. Systematic Review Registration www.crd.york.ac.uk, identifier (CRD420234821750).
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Affiliation(s)
| | | | | | | | - Long Yueyu
- School of Physical Education, Shanghai University of Sport, Shanghai, China
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Mourad J, Daniels K, Bogaerts K, Desseilles M, Bonnechère B. Innovative Digital Phenotyping Method to Assess Body Representations in Autistic Adults: A Perspective on Multisensor Evaluation. SENSORS (BASEL, SWITZERLAND) 2024; 24:6523. [PMID: 39460004 PMCID: PMC11511402 DOI: 10.3390/s24206523] [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: 08/07/2024] [Revised: 10/03/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024]
Abstract
In this perspective paper, we propose a novel tech-driven method to evaluate body representations (BRs) in autistic individuals. Our goal is to deepen understanding of this complex condition by gaining continuous and real-time insights through digital phenotyping into the behavior of autistic adults. Our innovative method combines cross-sectional and longitudinal data gathering techniques to investigate and identify digital phenotypes related to BRs in autistic adults, diverging from traditional approaches. We incorporate ecological momentary assessment and time series data to capture the dynamic nature of real-life events for these individuals. Statistical techniques, including multivariate regression, time series analysis, and machine learning algorithms, offer a detailed comprehension of the complex elements that influence BRs. Ethical considerations and participant involvement in the development of this method are emphasized, while challenges, such as varying technological adoption rates and usability concerns, are acknowledged. This innovative method not only introduces a novel vision for evaluating BRs but also shows promise in integrating traditional and dynamic assessment approaches, fostering a more supportive atmosphere for autistic individuals during assessments compared to conventional methods.
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Affiliation(s)
- Joanna Mourad
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium; (J.M.); (K.D.); (K.B.)
- Technology-Supported and Data-Driven Rehabilitation, Data Sciences Institute, Hasselt University, 3590 Diepenbeek, Belgium
- Department of Psychology, University of Namur, 5000 Namur, Belgium;
- Transition Institute, University of Namur, 5000 Namur, Belgium
| | - Kim Daniels
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium; (J.M.); (K.D.); (K.B.)
- Department of PXL—Healthcare, PXL University of Applied Sciences and Arts, 3500 Hasselt, Belgium
| | - Katleen Bogaerts
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium; (J.M.); (K.D.); (K.B.)
- Health Psychology, Faculty of Psychology and Educational Sciences, University of Leuven, 3000 Leuven, Belgium
| | - Martin Desseilles
- Department of Psychology, University of Namur, 5000 Namur, Belgium;
- Transition Institute, University of Namur, 5000 Namur, Belgium
| | - Bruno Bonnechère
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium; (J.M.); (K.D.); (K.B.)
- Technology-Supported and Data-Driven Rehabilitation, Data Sciences Institute, Hasselt University, 3590 Diepenbeek, Belgium
- Department of PXL—Healthcare, PXL University of Applied Sciences and Arts, 3500 Hasselt, Belgium
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