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Gene expression QTL mapping in stimulated iPSC-derived macrophages provides insights into common complex diseases

Author

Listed:
  • Nikolaos I. Panousis

    (Wellcome Genome Campus)

  • Omar El Garwany

    (Wellcome Genome Campus)

  • Andrew Knights

    (Wellcome Genome Campus)

  • Jesse Cheruiyot Rop

    (Wellcome Genome Campus)

  • Natsuhiko Kumasaka

    (Wellcome Genome Campus)

  • Maria Imaz

    (Wellcome Genome Campus
    University of Cambridge)

  • Lorena Boquete Vilarino

    (Wellcome Genome Campus
    Centro de Fabricación de Terapias Avanzadas)

  • Anthi Tsingene

    (Wellcome Genome Campus)

  • Alex Tokolyi

    (Wellcome Genome Campus)

  • Alice Barnett

    (Wellcome Genome Campus)

  • Celine Gomez

    (Wellcome Genome Campus)

  • Carl A. Anderson

    (Wellcome Genome Campus)

  • Daniel J. Gaffney

    (Wellcome Genome Campus)

Abstract

Many disease-associated variants are thought to be regulatory but are not present in existing catalogues of expression quantitative trait loci (eQTL). We hypothesise that these variants may regulate expression in specific biological contexts, such as stimulated immune cells. Here, we used human iPSC-derived macrophages to map eQTLs across 24 cellular conditions. We found that 76% of eQTLs detected in at least one stimulated condition were also found in naive cells. The percentage of response eQTLs (reQTLs) varied widely across conditions (3.7% − 28.4%), with reQTLs specific to a single condition being rare (1.11%). Despite their relative rarity, reQTLs were overrepresented among disease-colocalizing eQTLs. We nominated an additional 21.7% of disease effector genes at GWAS loci via colocalization of reQTLs, with 38.6% of these not found in the Genotype–Tissue Expression (GTEx) catalogue. Our study highlights the diversity of genetic effects on expression and demonstrates how condition-specific regulatory variation can enhance our understanding of common disease risk alleles.

Suggested Citation

  • Nikolaos I. Panousis & Omar El Garwany & Andrew Knights & Jesse Cheruiyot Rop & Natsuhiko Kumasaka & Maria Imaz & Lorena Boquete Vilarino & Anthi Tsingene & Alex Tokolyi & Alice Barnett & Celine Gomez, 2025. "Gene expression QTL mapping in stimulated iPSC-derived macrophages provides insights into common complex diseases," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-61670-9
    DOI: 10.1038/s41467-025-61670-9
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