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RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation
BACKGROUND: A gap exists in our mechanistic understanding of how genetic and environmental risk factors converge at the molecular level to result in the emergence of autism symptoms. We compared blood-based gene expression signatures in identical twins concordant and discordant for autism spectrum c...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6839145/ https://www.ncbi.nlm.nih.gov/pubmed/31719968 http://dx.doi.org/10.1186/s13229-019-0285-1 |
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author | Saffari, Ayden Arno, Matt Nasser, Eric Ronald, Angelica Wong, Chloe C. Y. Schalkwyk, Leonard C. Mill, Jonathan Dudbridge, Frank Meaburn, Emma L. |
author_facet | Saffari, Ayden Arno, Matt Nasser, Eric Ronald, Angelica Wong, Chloe C. Y. Schalkwyk, Leonard C. Mill, Jonathan Dudbridge, Frank Meaburn, Emma L. |
author_sort | Saffari, Ayden |
collection | PubMed |
description | BACKGROUND: A gap exists in our mechanistic understanding of how genetic and environmental risk factors converge at the molecular level to result in the emergence of autism symptoms. We compared blood-based gene expression signatures in identical twins concordant and discordant for autism spectrum condition (ASC) to differentiate genetic and environmentally driven transcription differences, and establish convergent evidence for biological mechanisms involved in ASC. METHODS: Genome-wide gene expression data were generated using RNA-seq on whole blood samples taken from 16 pairs of monozygotic (MZ) twins and seven twin pair members (39 individuals in total), who had been assessed for ASC and autism traits at age 12. Differential expression (DE) analyses were performed between (a) affected and unaffected subjects (N = 36) and (b) within discordant ASC MZ twin pairs (total N = 11) to identify environmental-driven DE. Gene set enrichment and pathway testing was performed on DE gene lists. Finally, an integrative analysis using DNA methylation data aimed to identify genes with consistent evidence for altered regulation in cis. RESULTS: In the discordant twin analysis, three genes showed evidence for DE at FDR < 10%: IGHG4, EVI2A and SNORD15B. In the case-control analysis, four DE genes were identified at FDR < 10% including IGHG4, PRR13P5, DEPDC1B, and ZNF501. We find enrichment for DE of genes curated in the SFARI human gene database. Pathways showing evidence of enrichment included those related to immune cell signalling and immune response, transcriptional control and cell cycle/proliferation. Integrative methylomic and transcriptomic analysis identified a number of genes showing suggestive evidence for cis dysregulation. LIMITATIONS: Identical twins stably discordant for ASC are rare, and as such the sample size was limited and constrained to the use of peripheral blood tissue for transcriptomic and methylomic profiling. Given these primary limitations, we focused on transcript-level analysis. CONCLUSIONS: Using a cohort of ASC discordant and concordant MZ twins, we add to the growing body of transcriptomic-based evidence for an immune-based component in the molecular aetiology of ASC. Whilst the sample size was limited, the study demonstrates the utility of the discordant MZ twin design combined with multi-omics integration for maximising the potential to identify disease-associated molecular signals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13229-019-0285-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6839145 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68391452019-11-12 RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation Saffari, Ayden Arno, Matt Nasser, Eric Ronald, Angelica Wong, Chloe C. Y. Schalkwyk, Leonard C. Mill, Jonathan Dudbridge, Frank Meaburn, Emma L. Mol Autism Research BACKGROUND: A gap exists in our mechanistic understanding of how genetic and environmental risk factors converge at the molecular level to result in the emergence of autism symptoms. We compared blood-based gene expression signatures in identical twins concordant and discordant for autism spectrum condition (ASC) to differentiate genetic and environmentally driven transcription differences, and establish convergent evidence for biological mechanisms involved in ASC. METHODS: Genome-wide gene expression data were generated using RNA-seq on whole blood samples taken from 16 pairs of monozygotic (MZ) twins and seven twin pair members (39 individuals in total), who had been assessed for ASC and autism traits at age 12. Differential expression (DE) analyses were performed between (a) affected and unaffected subjects (N = 36) and (b) within discordant ASC MZ twin pairs (total N = 11) to identify environmental-driven DE. Gene set enrichment and pathway testing was performed on DE gene lists. Finally, an integrative analysis using DNA methylation data aimed to identify genes with consistent evidence for altered regulation in cis. RESULTS: In the discordant twin analysis, three genes showed evidence for DE at FDR < 10%: IGHG4, EVI2A and SNORD15B. In the case-control analysis, four DE genes were identified at FDR < 10% including IGHG4, PRR13P5, DEPDC1B, and ZNF501. We find enrichment for DE of genes curated in the SFARI human gene database. Pathways showing evidence of enrichment included those related to immune cell signalling and immune response, transcriptional control and cell cycle/proliferation. Integrative methylomic and transcriptomic analysis identified a number of genes showing suggestive evidence for cis dysregulation. LIMITATIONS: Identical twins stably discordant for ASC are rare, and as such the sample size was limited and constrained to the use of peripheral blood tissue for transcriptomic and methylomic profiling. Given these primary limitations, we focused on transcript-level analysis. CONCLUSIONS: Using a cohort of ASC discordant and concordant MZ twins, we add to the growing body of transcriptomic-based evidence for an immune-based component in the molecular aetiology of ASC. Whilst the sample size was limited, the study demonstrates the utility of the discordant MZ twin design combined with multi-omics integration for maximising the potential to identify disease-associated molecular signals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13229-019-0285-1) contains supplementary material, which is available to authorized users. BioMed Central 2019-11-07 /pmc/articles/PMC6839145/ /pubmed/31719968 http://dx.doi.org/10.1186/s13229-019-0285-1 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Saffari, Ayden Arno, Matt Nasser, Eric Ronald, Angelica Wong, Chloe C. Y. Schalkwyk, Leonard C. Mill, Jonathan Dudbridge, Frank Meaburn, Emma L. RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation |
title | RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation |
title_full | RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation |
title_fullStr | RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation |
title_full_unstemmed | RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation |
title_short | RNA sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation |
title_sort | rna sequencing of identical twins discordant for autism reveals blood-based signatures implicating immune and transcriptional dysregulation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6839145/ https://www.ncbi.nlm.nih.gov/pubmed/31719968 http://dx.doi.org/10.1186/s13229-019-0285-1 |
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