IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v11y2020i1d10.1038_s41467-020-18526-1.html
   My bibliography  Save this article

Integrative genomics identifies a convergent molecular subtype that links epigenomic with transcriptomic differences in autism

Author

Listed:
  • Gokul Ramaswami

    (University of California Los Angeles)

  • Hyejung Won

    (University of California Los Angeles
    University of North Carolina)

  • Michael J. Gandal

    (University of California Los Angeles
    University of California Los Angeles
    University of California Los Angeles
    University of California Los Angeles)

  • Jillian Haney

    (University of California Los Angeles
    University of California Los Angeles)

  • Jerry C. Wang

    (University of California Los Angeles)

  • Chloe C. Y. Wong

    (Institute of Psychiatry, Psychology and Neuroscience, King’s College London)

  • Wenjie Sun

    (Computational and Systems Biology, Genome Institute of Singapore)

  • Shyam Prabhakar

    (Computational and Systems Biology, Genome Institute of Singapore)

  • Jonathan Mill

    (University of Exeter)

  • Daniel H. Geschwind

    (University of California Los Angeles
    University of California Los Angeles
    University of California Los Angeles)

Abstract

Autism spectrum disorder (ASD) is a phenotypically and genetically heterogeneous neurodevelopmental disorder. Despite this heterogeneity, previous studies have shown patterns of molecular convergence in post-mortem brain tissue from autistic subjects. Here, we integrate genome-wide measures of mRNA expression, miRNA expression, DNA methylation, and histone acetylation from ASD and control brains to identify a convergent molecular subtype of ASD with shared dysregulation across both the epigenome and transcriptome. Focusing on this convergent subtype, we substantially expand the repertoire of differentially expressed genes in ASD and identify a component of upregulated immune processes that are associated with hypomethylation. We utilize eQTL and chromosome conformation datasets to link differentially acetylated regions with their cognate genes and identify an enrichment of ASD genetic risk variants in hyperacetylated noncoding regulatory regions linked to neuronal genes. These findings help elucidate how diverse genetic risk factors converge onto specific molecular processes in ASD.

Suggested Citation

  • Gokul Ramaswami & Hyejung Won & Michael J. Gandal & Jillian Haney & Jerry C. Wang & Chloe C. Y. Wong & Wenjie Sun & Shyam Prabhakar & Jonathan Mill & Daniel H. Geschwind, 2020. "Integrative genomics identifies a convergent molecular subtype that links epigenomic with transcriptomic differences in autism," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:11:y:2020:i:1:d:10.1038_s41467-020-18526-1
    DOI: 10.1038/s41467-020-18526-1
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-020-18526-1
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-020-18526-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:11:y:2020:i:1:d:10.1038_s41467-020-18526-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.