IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v12y2021i1d10.1038_s41467-021-21823-y.html
   My bibliography  Save this article

Integration of Alzheimer’s disease genetics and myeloid genomics identifies disease risk regulatory elements and genes

Author

Listed:
  • Gloriia Novikova

    (Icahn School of Medicine at Mount Sinai)

  • Manav Kapoor

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Julia TCW

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Edsel M. Abud

    (University of California Irvine
    University of California Irvine)

  • Anastasia G. Efthymiou

    (Icahn School of Medicine at Mount Sinai)

  • Steven X. Chen

    (Indiana University School of Medicine
    Indiana University School of Medicine)

  • Haoxiang Cheng

    (Icahn School of Medicine at Mount Sinai)

  • John F. Fullard

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Jaroslav Bendl

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Yiyuan Liu

    (Icahn School of Medicine at Mount Sinai)

  • Panos Roussos

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Johan LM Björkegren

    (Icahn School of Medicine at Mount Sinai
    Karolinska Universitetssjukhuset)

  • Yunlong Liu

    (Indiana University School of Medicine
    Indiana University School of Medicine)

  • Wayne W. Poon

    (University of California Irvine)

  • Ke Hao

    (Icahn School of Medicine at Mount Sinai)

  • Edoardo Marcora

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Alison M. Goate

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

Abstract

Genome-wide association studies (GWAS) have identified more than 40 loci associated with Alzheimer’s disease (AD), but the causal variants, regulatory elements, genes and pathways remain largely unknown, impeding a mechanistic understanding of AD pathogenesis. Previously, we showed that AD risk alleles are enriched in myeloid-specific epigenomic annotations. Here, we show that they are specifically enriched in active enhancers of monocytes, macrophages and microglia. We integrated AD GWAS with myeloid epigenomic and transcriptomic datasets using analytical approaches to link myeloid enhancer activity to target gene expression regulation and AD risk modification. We identify AD risk enhancers and nominate candidate causal genes among their likely targets (including AP4E1, AP4M1, APBB3, BIN1, MS4A4A, MS4A6A, PILRA, RABEP1, SPI1, TP53INP1, and ZYX) in twenty loci. Fine-mapping of these enhancers nominates candidate functional variants that likely modify AD risk by regulating gene expression in myeloid cells. In the MS4A locus we identified a single candidate functional variant and validated it in human induced pluripotent stem cell (hiPSC)-derived microglia and brain. Taken together, this study integrates AD GWAS with multiple myeloid genomic datasets to investigate the mechanisms of AD risk alleles and nominates candidate functional variants, regulatory elements and genes that likely modulate disease susceptibility.

Suggested Citation

  • Gloriia Novikova & Manav Kapoor & Julia TCW & Edsel M. Abud & Anastasia G. Efthymiou & Steven X. Chen & Haoxiang Cheng & John F. Fullard & Jaroslav Bendl & Yiyuan Liu & Panos Roussos & Johan LM Björke, 2021. "Integration of Alzheimer’s disease genetics and myeloid genomics identifies disease risk regulatory elements and genes," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-21823-y
    DOI: 10.1038/s41467-021-21823-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-021-21823-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-021-21823-y?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
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Anna Podleśny-Drabiniok & Gloriia Novikova & Yiyuan Liu & Josefine Dunst & Rose Temizer & Chiara Giannarelli & Samuele Marro & Taras Kreslavsky & Edoardo Marcora & Alison Mary Goate, 2024. "BHLHE40/41 regulate microglia and peripheral macrophage responses associated with Alzheimer’s disease and other disorders of lipid-rich tissues," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    2. Nicola A. Kearns & Artemis Iatrou & Daniel J. Flood & Sashini Tissera & Zachary M. Mullaney & Jishu Xu & Chris Gaiteri & David A. Bennett & Yanling Wang, 2023. "Dissecting the human leptomeninges at single-cell resolution," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    3. Eloise Berson & Anjali Sreenivas & Thanaphong Phongpreecha & Amalia Perna & Fiorella C. Grandi & Lei Xue & Neal G. Ravindra & Neelufar Payrovnaziri & Samson Mataraso & Yeasul Kim & Camilo Espinosa & A, 2023. "Whole genome deconvolution unveils Alzheimer’s resilient epigenetic signature," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    4. Mary-Ellen Lynall & Blagoje Soskic & James Hayhurst & Jeremy Schwartzentruber & Daniel F. Levey & Gita A. Pathak & Renato Polimanti & Joel Gelernter & Murray B. Stein & Gosia Trynka & Menna R. Clatwor, 2022. "Genetic variants associated with psychiatric disorders are enriched at epigenetically active sites in lymphoid cells," Nature Communications, Nature, vol. 13(1), pages 1-15, December.

    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:12:y:2021:i:1:d:10.1038_s41467-021-21823-y. 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.