Evidence map›Paper›PMID 33054850›Full record

ArticleGenome medicine2020

Cord blood DNA methylome in newborns later diagnosed with autism spectrum disorder reflects early dysregulation of neurodevelopmental and X-linked genes.

Charles E Mordaunt, Julia M Jianu, Benjamin I Laufer, Yihui Zhu, Hyeyeon Hwang, Keith W Dunaway, Kelly M Bakulski, Jason I Feinberg, Heather E Volk, Kristen Lyall and 7 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers.

0numbers the graph read from it
0cells of the map it votes in
52citing papers in PubMed
6.5field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

52 citing papers in PubMed, 88 citations in OpenAlex.

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  10. Molecular Screening Reveals De Novo Loss-of-FunctionInternational journal of molecular sciences · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors at 7 institutions in 1 country.

Charles E MordauntDepartment of Medical Microbiology and Immunology, Genome Center, and MIND Institute, University of California, Davis, CA, USA.
Julia M JianuDepartment of Medical Microbiology and Immunology, Genome Center, and MIND Institute, University of California, Davis, CA, USA.
Benjamin I LauferDepartment of Medical Microbiology and Immunology, Genome Center, and MIND Institute, University of California, Davis, CA, USA.
Yihui ZhuDepartment of Medical Microbiology and Immunology, Genome Center, and MIND Institute, University of California, Davis, CA, USA.
Hyeyeon HwangDepartment of Medical Microbiology and Immunology, Genome Center, and MIND Institute, University of California, Davis, CA, USA.
Keith W DunawayDepartment of Medical Microbiology and Immunology, Genome Center, and MIND Institute, University of California, Davis, CA, USA.
Kelly M BakulskiDepartment of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Jason I FeinbergWendy Klag Center for Autism and Developmental Disabilities, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Heather E VolkWendy Klag Center for Autism and Developmental Disabilities, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Kristen LyallA. J. Drexel Autism Institute, Drexel University, Philadelphia, PA, USA.
Lisa A CroenDivision of Research, Kaiser Permanente Northern California, Oakland, CA, USA.
Craig J NewschafferDepartment of Biobehavioral Health, College of Health and Human Development, Pennsylvania State University, University Park, PA, USA.
Sally OzonoffPsychiatry and Behavioral Sciences and MIND Institute, University of California, Davis, CA, USA.
Irva Hertz-PicciottoDepartment of Public Health Sciences and MIND Institute, University of California, Davis, CA, USA.
M Daniele FallinWendy Klag Center for Autism and Developmental Disabilities, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Rebecca J SchmidtDepartment of Public Health Sciences and MIND Institute, University of California, Davis, CA, USA.
Janine M LaSalleDepartment of Medical Microbiology and Immunology, Genome Center, and MIND Institute, University of California, Davis, CA, USA. jmlasalle@ucdavis.edu.ORCID 0000-0002-3480-2031
University of California, Davis · USJohns Hopkins University · USDrexel University · USKaiser Permanente · USPennsylvania State University · USUniversity of California Davis Medical Center · USUniversity of Michigan · US

Funding

UC Davis Environmental Health Sciences Core CenterP30ES023513 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Ameer Taha · 2015 to 2026
$26.0M
Early Autism Risk Longitudinal Investigation (EARLI) NetworkR01ES016443 · NIEHS · DREXEL UNIVERSITY · PI NEWSCHAFFER, CRAIG J · 2008 to 2013
$15.6M
UC Davis Center for Children's Environmental Health (CCEH)P01ES011269 · NIEHS · UNIVERSITY OF CALIFORNIA DAVIS · PI VAN DE WATER, JUDY A. · 2001 to 2018
$12.5M
Research Project: Pathologic Significance of Maternal AutoantibodiesP50HD103526 · NICHD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI LEONARD J. ABBEDUTO, Melissa Dawn Bauman · 2020 to 2026
$9.7M
Building Interdisciplinary Research Careers in Womens Health at UC Davis - Administrative SupplementK12HD051958 · NICHD · UNIVERSITY OF CALIFORNIA DAVIS · PI LANE, NANCY E · 2005 to 2023
$9.6M
Autism Risk, Prenatal Environmental Exposures, and Pathophysiologic MarkersR01ES020392 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HERTZ-PICCIOTTO, IRVA, OZONOFF, SALLY · 2011 to 2015
$9.0M
Environment, The Perinatal Epigenome, and Risk for Autism and Related DisordersR01ES017646 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI FALLIN, M DANIELE, FEINBERG, ANDREW P. · 2009 to 2013
$8.7M
Rodent Behavior CoreU54HD079125 · NICHD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI VAN DE WATER, JUDY A. · 2013 to 2019
$8.5M
PCB Epigenomic Brain & Behavior Lasting Effects Study (PEBBLES)R01ES029213 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Janine M LaSalle, Pamela J Lein · 2018 to 2026
$6.5M
Revisiting ReCHARGE: ECHO Follow up on Middle Childhood and AdolescenceUG3OD023365 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BENNETT, DEBORAH HALL, HERTZ-PICCIOTTO, IRVA · 2016 to 2024
$6.4M
Environmental Influence on Infant Microbiome Development and ASD SymptomsR01ES028089 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HERTZ-PICCIOTTO, IRVA, MILLS, DAVID ANDREW · 2016 to 2020
$3.6M
Prenatal exposure to metals and risk for Autism Spectrum Disorder in MARBLES and EARLIR01ES025531 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI VOLK, HEATHER E · 2016 to 2020
$3.2M
CIHR BPF-162684CIHR MFE-146824NICHD NIH HHS K12 HD051958NICHD NIH HHS P50 HD103526NICHD NIH HHS U54 HD079125NIEHS NIH HHS P01 ES011269NIEHS NIH HHS P30 ES023513NIEHS NIH HHS R01 ES016443NIEHS NIH HHS R01 ES017646NIEHS NIH HHS R01 ES020392NIEHS NIH HHS R01 ES025531NIEHS NIH HHS R01 ES025574NIEHS NIH HHS R01 ES028089NIEHS NIH HHS R01 ES029213NIEHS NIH HHS R24 ES028533NIH HHS UG3 OD023365
6 · The paper itself

Abstract

backgroundAutism spectrum disorder (ASD) is a neurodevelopmental disorder with complex heritability and higher prevalence in males. The neonatal epigenome has the potential to reflect past interactions between genetic and environmental factors during early development and influence future health outcomes.

methodsWe performed whole-genome bisulfite sequencing of 152 umbilical cord blood samples from the MARBLES and EARLI high-familial risk prospective cohorts to identify an epigenomic signature of ASD at birth. Samples were split into discovery and replication sets and stratified by sex, and their DNA methylation profiles were tested for differentially methylated regions (DMRs) between ASD and typically developing control cord blood samples. DMRs were mapped to genes and assessed for enrichment in gene function, tissue expression, chromosome location, and overlap with prior ASD studies. DMR coordinates were tested for enrichment in chromatin states and transcription factor binding motifs. Results were compared between discovery and replication sets and between males and females.

resultsWe identified DMRs stratified by sex that discriminated ASD from control cord blood samples in discovery and replication sets. At a region level, 7 DMRs in males and 31 DMRs in females replicated across two independent groups of subjects, while 537 DMR genes in males and 1762 DMR genes in females replicated by gene association. These DMR genes were significantly enriched for brain and embryonic expression, X chromosome location, and identification in prior epigenetic studies of ASD in post-mortem brain. In males and females, autosomal ASD DMRs were significantly enriched for promoter and bivalent chromatin states across most cell types, while sex differences were observed for X-linked ASD DMRs. Lastly, these DMRs identified in cord blood were significantly enriched for binding sites of methyl-sensitive transcription factors relevant to fetal brain development.

conclusionsAt birth, prior to the diagnosis of ASD, a distinct DNA methylation signature was detected in cord blood over regulatory regions and genes relevant to early fetal neurodevelopment. Differential cord methylation in ASD supports the developmental and sex-biased etiology of ASD and provides novel insights for early diagnosis and therapy.

Indexed as

DNA MethylationEpigenomeFetal BloodGenes, X-LinkedNeurogenesisAutism Spectrum DisorderBiomarkersBrainChild, PreschoolComputational BiologyEpigenesis, GeneticErythrocyte CountFemaleGene Expression RegulationHumansInfantBiomarkersAutism spectrum disorderDNA methylationEpigeneticsEpigenomeEpigenome-wide association studyNeurodevelopmentProspective studyUmbilical cord bloodWhole-genome bisulfite sequencingX chromosome

Identifiers

PMID33054850
PMCPMC7559201
OpenAlexW3093139741

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.