Candidate biomarkers from the integration of methylation and gene expression in discordant autistic sibling pairs
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Published:2023-04-03
Issue:1
Volume:13
Page:
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ISSN:2158-3188
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Container-title:Translational Psychiatry
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language:en
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Short-container-title:Transl Psychiatry
Author:
Perini Samuel, Filosi Michele, Allibrio Giovanni, Basadonne Ilaria, Benvenuto Arianna, Buono Serafino, Bravaccio Carmela, Casonato Carlo, Ceppi Elisa, Curatolo Paolo, Bernardina Bernardo Dalla, Da Ros Lucio, Darra Francesca, Eusebi Anna, Gabellone Alessandra, De Giacomo Andrea, Distefano Grazia, Donno Federica, Elia Maurizio, Fazzi Elisa, Gatta Michela, Giusto Stefania, Grittani Serenella, Lanzarini Evamaria, Malerba Giovanni, Mani Elisa, Manzi Barbara, Margari Lucia, Marzulli Lucia, Masi Gabriele, Mattei Paola, Mazzone Luigi, Molteni Massimo, Muglia Pierandrea, Musumeci Sebastiano, Narzisi Antonio, Pascotto Antonio, Pari Cinzia, Parmeggiani Antonia, Petruzzelli Maria Giuseppina, Raffagnato Alessia, Ratti Emiliangelo, Rossaro Maria Paola, Riccio Maria Pia, Rizzini Paolo, Scifo Renato, Siracusano Martina, Tancredi Raffaella, Tiberti Alessandra, Trabetti Elisabetta, Traverso Annalisa, Venuti Paola, Zoccante Leonardo, Zuddas Alessandro, Domenici EnricoORCID,
Abstract
AbstractWhile the genetics of autism spectrum disorders (ASD) has been intensively studied, resulting in the identification of over 100 putative risk genes, the epigenetics of ASD has received less attention, and results have been inconsistent across studies. We aimed to investigate the contribution of DNA methylation (DNAm) to the risk of ASD and identify candidate biomarkers arising from the interaction of epigenetic mechanisms with genotype, gene expression, and cellular proportions. We performed DNAm differential analysis using whole blood samples from 75 discordant sibling pairs of the Italian Autism Network collection and estimated their cellular composition. We studied the correlation between DNAm and gene expression accounting for the potential effects of different genotypes on DNAm. We showed that the proportion of NK cells was significantly reduced in ASD siblings suggesting an imbalance in their immune system. We identified differentially methylated regions (DMRs) involved in neurogenesis and synaptic organization. Among candidate loci for ASD, we detected a DMR mapping to CLEC11A (neighboring SHANK1) where DNAm and gene expression were significantly and negatively correlated, independently from genotype effects. As reported in previous studies, we confirmed the involvement of immune functions in the pathophysiology of ASD. Notwithstanding the complexity of the disorder, suitable biomarkers such as CLEC11A and its neighbor SHANK1 can be discovered using integrative analyses even with peripheral tissues.
Publisher
Springer Science and Business Media LLC
Subject
Biological Psychiatry,Cellular and Molecular Neuroscience,Psychiatry and Mental health
Reference120 articles.
1. Lai MC, Lombardo MV, Baron-Cohen S. Autism. Lancet. 2014;383:896–910. 2. American Psychiatric Association. Diagnostic and statistical manual of mental disorders, 5th edn. American Psychiatric Association; 2013. 3. Zeidan J, Fombonne E, Scorah J, Ibrahim A, Durkin MS, Saxena S, et al. Global prevalence of autism: a systematic review update. Autism Res. 2022;15:778–90. 4. Vorstman JAS, Parr JR, Moreno-De-Luca D, Anney RJL, Nurnberger JI Jr, Hallmayer JF. Autism genetics: opportunities and challenges for clinical translation. Nat Rev Genet. 2017;18:362–76. 5. de la Torre-Ubieta L, Won H, Stein JL, Geschwind DH. Advancing the understanding of autism disease mechanisms through genetics. Nat Med. 2016;22:345–61.
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