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      Investigation of epigenetic regulatory networks associated with autism spectrum disorder (ASD) by integrated global LINE-1 methylation and gene expression profiling analyses

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          Abstract

          Background

          The exact cause and mechanisms underlying the pathobiology of autism spectrum disorder (ASD) remain unclear. Dysregulation of long interspersed element-1 (LINE-1) has been reported in the brains of ASD-like mutant mice and ASD brain tissues. However, the role and methylation of LINE-1 in individuals with ASD remain unclear. In this study, we aimed to investigate whether LINE-1 insertion is associated with differentially expressed genes (DEGs) and to assess LINE-1 methylation in ASD.

          Methods

          To identify DEGs associated with LINE-1 in ASD, we reanalyzed previously published transcriptome profiles and overlapped them with the list of LINE-1-containing genes from the TranspoGene database. An Ingenuity Pathway Analysis (IPA) of DEGs associated with LINE-1 insertion was conducted. DNA methylation of LINE-1 was assessed via combined bisulfite restriction analysis (COBRA) of lymphoblastoid cell lines from ASD individuals and unaffected individuals, and the methylation levels were correlated with the expression levels of LINE-1 and two LINE-1-inserted DEGs, C1orf27 and ARMC8.

          Results

          We found that LINE-1 insertion was significantly associated with DEGs in ASD. The IPA showed that LINE-1-inserted DEGs were associated with ASD-related mechanisms, including sex hormone receptor signaling and axon guidance signaling. Moreover, we observed that the LINE-1 methylation level was significantly reduced in lymphoblastoid cell lines from ASD individuals with severe language impairment and was inversely correlated with the transcript level. The methylation level of LINE-1 was also correlated with the expression of the LINE-1-inserted DEG C1orf27 but not ARMC8.

          Conclusions

          In ASD individuals with severe language impairment, LINE-1 methylation was reduced and correlated with the expression levels of LINE-1 and the LINE-1-inserted DEG C1orf27. Our findings highlight the association of LINE-1 with DEGs in ASD blood samples and warrant further investigation. The molecular mechanisms of LINE-1 and the effects of its methylation in ASD pathobiology deserve further study.

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          Most cited references72

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          L1 retrotransposition in human neural progenitor cells.

          Long interspersed element 1 (LINE-1 or L1) retrotransposons have markedly affected the human genome. L1s must retrotranspose in the germ line or during early development to ensure their evolutionary success, yet the extent to which this process affects somatic cells is poorly understood. We previously demonstrated that engineered human L1s can retrotranspose in adult rat hippocampus progenitor cells in vitro and in the mouse brain in vivo. Here we demonstrate that neural progenitor cells isolated from human fetal brain and derived from human embryonic stem cells support the retrotransposition of engineered human L1s in vitro. Furthermore, we developed a quantitative multiplex polymerase chain reaction that detected an increase in the copy number of endogenous L1s in the hippocampus, and in several regions of adult human brains, when compared to the copy number of endogenous L1s in heart or liver genomic DNAs from the same donor. These data suggest that de novo L1 retrotransposition events may occur in the human brain and, in principle, have the potential to contribute to individual somatic mosaicism.
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            Activity-dependent neuronal signalling and autism spectrum disorder.

            Neuronal activity induces the post-translational modification of synaptic molecules, promotes localized protein synthesis within dendrites and activates gene transcription, thereby regulating synaptic function and allowing neuronal circuits to respond dynamically to experience. Evidence indicates that many of the genes that are mutated in autism spectrum disorder are crucial components of the activity-dependent signalling networks that regulate synapse development and plasticity. Dysregulation of activity-dependent signalling pathways in neurons may, therefore, have a key role in the aetiology of autism spectrum disorder.
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              Autism as a strongly genetic disorder: evidence from a British twin study.

              Two previous epidemiological studies of autistic twins suggested that autism was predominantly genetically determined, although the findings with regard to a broader phenotype of cognitive, and possibly social, abnormalities were contradictory. Obstetric and perinatal hazards were also invoked as environmentally determined aetiological factors. The first British twin sample has been re-examined and a second total population sample of autistic twins recruited. In the combined sample 60% of monozygotic (MZ) pairs were concordant for autism versus no dizygotic (DZ) pairs; 92% of MZ pairs were concordant for a broader spectrum of related cognitive or social abnormalities versus 10% of DZ pairs. The findings indicate that autism is under a high degree of genetic control and suggest the involvement of multiple genetic loci. Obstetric hazards usually appear to be consequences of genetically influenced abnormal development, rather than independent aetiological factors. Few new cases had possible medical aetiologies, refuting claims that recognized disorders are common aetiological influences.
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                Author and article information

                Contributors
                Role: Data curationRole: Formal analysisRole: InvestigationRole: Project administrationRole: Writing – original draft
                Role: Data curationRole: Formal analysisRole: InvestigationRole: Project administrationRole: ValidationRole: Writing – review & editing
                Role: Investigation
                Role: Supervision
                Role: SupervisionRole: Writing – review & editing
                Role: SupervisionRole: Writing – review & editing
                Role: ResourcesRole: Supervision
                Role: ResourcesRole: SoftwareRole: SupervisionRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: Project administrationRole: ResourcesRole: SupervisionRole: ValidationRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                23 July 2018
                2018
                : 13
                : 7
                : e0201071
                Affiliations
                [1 ] M.Sc. Program in Clinical Biochemistry and Molecular Medicine, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, Thailand
                [2 ] Division of Growth and Development and Maximizing Thai Children’s Developmental Potential Research Unit, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, the Thai Red Cross Society, Bangkok, Thailand
                [3 ] Center of Excellence for Medical Genetics, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
                [4 ] Excellence Center for Medical Genetics, King Chulalongkorn Memorial Hospital, the Thai Red Cross Society, Bangkok, Thailand
                [5 ] Center of Excellence in Molecular Genetics of Cancer and Human Diseases, Department of Anatomy, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
                [6 ] Age-related Inflammation and Degeneration Research Unit, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, Thailand
                [7 ] Department of Biochemistry and Molecular Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, United States of America
                Chiba Daigaku, JAPAN
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0003-4518-9399
                Article
                PONE-D-18-12667
                10.1371/journal.pone.0201071
                6056057
                30036398
                a7dc7d40-bad9-4134-97f4-c5f95994361c
                © 2018 Tangsuwansri et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 26 April 2018
                : 6 July 2018
                Page count
                Figures: 6, Tables: 5, Pages: 27
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/501100004396, Thailand Research Fund;
                Award ID: Research Grant for New Scholar by The Thailand Research Fund and Office of the Higher Education Commission (MRG6080118)
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002873, Chulalongkorn University;
                Award ID: Ratchadaphiseksomphot Endowment Fund Part of the “Research Grant for New Scholar CU Researcher’s Project” (RGN_2557_007_01_37)
                Award Recipient :
                Funded by: Faculty of Allied Health Sciences, Chulalongkorn University
                Award ID: Faculty of Allied Health Sciences Research Fund (AHS-CU 58003)
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002873, Chulalongkorn University;
                Award ID: The 90th Anniversary Chulalongkorn University Fund (Ratchadaphiseksomphot Endowment Fund: GCUGR1125601058M 53-4)
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002873, Chulalongkorn University;
                Award ID: The 90th Anniversary Chulalongkorn University Fund (Ratchadaphiseksomphot Endowment Fund: GCUGR1125601055M 53-1)
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002873, Chulalongkorn University;
                Award ID: The 90th Anniversary Chulalongkorn University Fund (Ratchadaphiseksomphot Endowment Fund: GCUGR1125601056M 53-2)
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002873, Chulalongkorn University;
                Award ID: Research Assistant Scholarship
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002873, Chulalongkorn University;
                Award ID: The Scholarship from the Graduate School, Chulalongkorn University to commemorate the 72nd anniversary of His Majesty King Bhumibala Aduladeja
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002873, Chulalongkorn University;
                Award ID: The Scholarship from the Graduate School, Chulalongkorn University to commemorate the 72nd anniversary of His Majesty King Bhumibala Aduladeja
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000066, National Institute of Environmental Health Sciences;
                Award ID: R21 ES023061
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100004396, Thailand Research Fund;
                Award ID: DPG5980005
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100004396, Thailand Research Fund;
                Award ID: BRG5980001
                Award Recipient :
                CT, TSae, and ST are graduate students in the M.Sc. Program in Clinical Biochemistry and Molecular Medicine, Faculty of Allied Health Sciences, Chulalongkorn University. This work is part of CT’s thesis research to be presented in partial fulfillment of the requirements for the M.Sc. degree. This research is supported by the Research Grant for New Scholar by The Thailand Research Fund and Office of the Higher Education Commission (MRG6080118), the Ratchadaphiseksomphot Endowment Fund Part of the “Research Grant for New Scholar CU Researcher’s Project” (RGN_2557_007_01_37), and the Faculty of Allied Health Sciences Research Fund (AHS-CU 58003) to TS. CT, TSae, and ST were financially supported by The 90th Anniversary Chulalongkorn University Fund (Ratchadaphiseksomphot Endowment Fund: CT-GCUGR1125601058M 53-4; TSae-GCUGR1125601055M 53-1; ST-GCUGR1125601056M 53-2). CT received the Research Assistant Scholarship, Chulalongkorn University, while TSae and ST received additional financial support from “The Scholarship from the Graduate School, Chulalongkorn University to commemorate the 72nd anniversary of His Majesty King Bhumibala Aduladeja”. VWH is supported by NIEHS grant R21 ES023061. AM is supported by the Thailand Research Fund (DPG5980005). KS is supported by the Thailand Research Fund (BRG5980001).
                Categories
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                Cell biology
                Chromosome biology
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                Chromatin modification
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                Custom metadata
                All LCL transcriptome profile data are available in NCBI GEO DataSets database GSE numbers GSE15402, GSE25507, GSE6575, GSE18123, and GSE42133. All ADI-R scores and demographic information were obtained from a previous research available on NCBI PubMed article number PMID 19455643.

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