Cross-tissue integration of genetic and epigenetic data offers insight into autism spectrum disorder
Shan V. Andrews, Shannon E. Ellis, Kelly M. Bakulski, Brooke Sheppard, Lisa A. Croen, Irva Hertz-Picciotto, Craig J. Newschaffer, Andrew P. Feinberg, Dan E. Arking, Christine Ladd-Acosta, …
Integration of emerging epigenetic information with autism spectrum disorder (ASD) genetic results may elucidate functional insights not possible via either type of information in isolation. Here we use the genotype and DNA methylation (DNAm) data from cord blood and peripheral blood to identify SNPs associated with DNA methylation (meQTL lists). Additionally, we use publicly available fetal brain and lung meQTL lists to assess enrichment of ASD GWAS results for tissue-specific meQTLs. ASD-associated SNPs are enriched for fetal brain (OR = 3.55; P < 0.001) and peripheral blood meQTLs (OR = 1.58; P < 0.001). The CpG targets of ASD meQTLs across cord, blood, and brain tissues are enriched for immunerelated pathways, consistent with other expression and DNAm results in ASD, and reveal pathways not implicated by genetic findings. This joint analysis of genotype and DNAm demonstrates the potential of both brain and blood-based DNAm for insights into ASD and psychiatric phenotypes more broadly.
Cross-tissue integration of genetic and epigenetic data offers insight into autism spectrum disorder
Creators
Shan V. Andrews - Johns Hopkins University
Shannon E. Ellis - Johns Hopkins University
Kelly M. Bakulski - University of Michigan–Ann Arbor
Brooke Sheppard - Johns Hopkins University
Lisa A. Croen - Kaiser Permanente
Irva Hertz-Picciotto - MIND Institute
Craig J. Newschaffer - Drexel University
Andrew P. Feinberg - Johns Hopkins Medicine
Dan E. Arking - Bloomberg
Christine Ladd-Acosta - Bloomberg
M. Daniele Fallin - Bloomberg
Publication Details
Nature communications, v 8(1), pp 1011-10
Publisher
Springer Nature
Number of pages
10
Grant note
R01ES016443; R01ES019001; R01ES017646 / NIEHS; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute of Environmental Health Sciences (NIEHS)
R01ES017646 / NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute of Environmental Health Sciences (NIEHS)
260377; 7659 / Autism Speaks
U10DD000180; U10DD000181; U10DD000182; U10DD000183; U10DD000184; U10DD000498 / Centers for Disease Control and Prevention; United States Department of Health & Human Services; Centers for Disease Control & Prevention - USA
Burroughs-Wellcome Trust training grant: Maryland, Genetics, Epidemiology and Medicine (MD-GEM)
U01DD001214 / National Center on Birth Defects and Developmental Disabilities; United States Department of Health & Human Services; Centers for Disease Control & Prevention - USA
Resource Type
Journal article
Language
English
Academic Unit
A.J. Drexel Autism Institute
Web of Science ID
WOS:000413565600001
Scopus ID
2-s2.0-85032195304
Other Identifier
991019168243904721
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