IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-61192-4.html
   My bibliography  Save this article

Unveiling genetic signatures of immune response in immune-related diseases through single-cell eQTL analysis across diverse conditions

Author

Listed:
  • Zhenhua Zhang

    (a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Wenchao Li

    (a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Qiuyao Zhan

    (a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Michelle Aillaud

    (Philipps University)

  • Javier Botey-Bataller

    (a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    Radboud University Medical Center)

  • Martijn Zoodsma

    (a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Rob Horst

    (CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences)

  • Leo A. B. Joosten

    (Radboud University Medical Center
    Iuliu HaĊ£ieganu University of Medicine and Pharmacy)

  • Christoph Bock

    (CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences
    Medical University of Vienna)

  • Leon N. Schulte

    (Philipps University
    German Center for Lung Research (DZL))

  • Cheng-Jian Xu

    (a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    Radboud University Medical Center
    Hannover Medical School)

  • Mihai G. Netea

    (Radboud University Medical Center
    University of Bonn)

  • Marc Jan Bonder

    (University Medical Center Groningen
    German Cancer Research Center (DKFZ)
    Genome Biology Unit
    Oncode Institute)

  • Yang Li

    (a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    Radboud University Medical Center
    Hannover Medical School)

Abstract

Deciphering the intricate regulatory mechanisms underlying biological processes holds promise for elucidating how genetic variants contribute to immune-related disorders. We map genetic effects on gene expression (expression quantitative trait locus, eQTL) using single-cell transcriptomes of 152 samples from 38 healthy individuals, covering baseline state and lipopolysaccharide challenge either before or after Bacillus Calmette-Guerin vaccination. Interestingly, we uncover a monocyte eQTL linked to the LCP1, shedding light on inter-individual variations in trained immunity. Furthermore, we elucidate genetic and epigenetic regulatory networks of CD55 and SLFN5. Of note, our results support the pivotal roles of SLFN5 in COVID-19 pathogenesis by incorporating disease-associated loci, chromatin accessibility, and transcription factor binding affinities, aligning with the established functions of SLFN5 in restricting virus replication during viral infection. Our study provides a paradigm to decipher genetic underpinnings of complex traits by integrating single-cell eQTLs with multi-omics data from patients and public databases.

Suggested Citation

  • Zhenhua Zhang & Wenchao Li & Qiuyao Zhan & Michelle Aillaud & Javier Botey-Bataller & Martijn Zoodsma & Rob Horst & Leo A. B. Joosten & Christoph Bock & Leon N. Schulte & Cheng-Jian Xu & Mihai G. Nete, 2025. "Unveiling genetic signatures of immune response in immune-related diseases through single-cell eQTL analysis across diverse conditions," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-61192-4
    DOI: 10.1038/s41467-025-61192-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-61192-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-61192-4?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:16:y:2025:i:1:d:10.1038_s41467-025-61192-4. 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.