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

Z Zhenhua Zhang W Wenchao Li (Department of Urology, Zhongda Hospital, School of Medicine, Southeast University) Q Qiuyao Zhan M Michelle Aillaud J Javier Botey-Bataller M Martijn Zoodsma R Rob ter Horst L Leo A. B. Joosten C Christoph Bock L Leon N. Schulte (Institute for Lung Research, Faculty of Medicine, Philipps University Marburg) C Cheng-Jian Xu M Mihai G. Netea (Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center) M Marc Jan Bonder Y Yang Li

Abstract

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.

Article Details

Volume / Issue Vol. 16, Issue 1
Published August 04, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (14)

Z

Zhenhua Zhang

W

Wenchao Li

Department of Urology, Zhongda Hospital, School of Medicine, Southeast University

Q

Qiuyao Zhan

M

Michelle Aillaud

J

Javier Botey-Bataller

M

Martijn Zoodsma

R

Rob ter Horst

L

Leo A. B. Joosten

C

Christoph Bock

L

Leon N. Schulte

Institute for Lung Research, Faculty of Medicine, Philipps University Marburg

C

Cheng-Jian Xu

M

Mihai G. Netea

Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center

M

Marc Jan Bonder

Y

Yang Li