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Case-control meta-analysis of blood DNA methylation and autism spectrum disorder

Authors :
Shan V. Andrews
Brooke Sheppard
Gayle C. Windham
Laura A. Schieve
Diana E. Schendel
Lisa A. Croen
Pankaj Chopra
Reid S. Alisch
Craig J. Newschaffer
Stephen T. Warren
Andrew P. Feinberg
M. Daniele Fallin
Christine Ladd-Acosta
Source :
Molecular Autism, Vol 9, Iss 1, Pp 1-11 (2018)
Publication Year :
2018
Publisher :
BMC, 2018.

Abstract

Abstract Background Several reports have suggested a role for epigenetic mechanisms in ASD etiology. Epigenome-wide association studies (EWAS) in autism spectrum disorder (ASD) may shed light on particular biological mechanisms. However, studies of ASD cases versus controls have been limited by post-mortem timing and severely small sample sizes. Reports from in-life sampling of blood or saliva have also been very limited in sample size and/or genomic coverage. We present the largest case-control EWAS for ASD to date, combining data from population-based case-control and case-sibling pair studies. Methods DNA from 968 blood samples from children in the Study to Explore Early Development (SEED 1) was used to generate epigenome-wide array DNA methylation (DNAm) data at 485,512 CpG sites for 453 cases and 515 controls, using the Illumina 450K Beadchip. The Simons Simplex Collection (SSC) provided 450K array DNAm data on an additional 343 cases and their unaffected siblings. We performed EWAS meta-analysis across results from the two data sets, with adjustment for sex and surrogate variables that reflect major sources of biological variation and technical confounding such as cell type, batch, and ancestry. We compared top EWAS results to those from a previous brain-based analysis. We also tested for enrichment of ASD EWAS CpGs for being targets of meQTL associations using available SNP genotype data in the SEED sample. Findings In this meta-analysis of blood-based DNA from 796 cases and 858 controls, no single CpG met a Bonferroni discovery threshold of p

Details

Language :
English
ISSN :
20402392
Volume :
9
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Molecular Autism
Publication Type :
Academic Journal
Accession number :
edsdoj.b59941b0d8a9406dae4c1ce6a87647b3
Document Type :
article
Full Text :
https://doi.org/10.1186/s13229-018-0224-6