Menu
GWAS Study

Integration of <i>Candida albicans</i>-induced single-cell gene expression data and secretory protein concentrations reveal genetic regulators of inflammation.

Boahen CK, Oelen R, Le K et al.

36865558 PubMed ID
GWAS Study Type
445 Participants
Scroll to explore
Chapter I

Publication Details

Comprehensive information about this research publication

Authors

BC
Boahen CK
OR
Oelen R
LK
Le K
NM
Netea MG
FL
Franke L
VD
van der Wijst MGP
KV
Kumar V
Chapter II

Abstract

Summary of the research findings

Both gene expression and protein concentrations are regulated by genetic variants. Exploring the regulation of both eQTLs and pQTLs simultaneously in a context- and cell-type dependent manner may help to unravel mechanistic basis for genetic regulation of pQTLs. Here, we performed meta-analysis of Candida albicans-induced pQTLs from two population-based cohorts and intersected the results with Candida-induced cell-type specific expression association data (eQTL). This revealed systematic differences between the pQTLs and eQTL, where only 35% of the pQTLs significantly correlated with mRNA expressions at single cell level, indicating the limitation of eQTLs use as a proxy for pQTLs. By taking advantage of the tightly co-regulated pattern of the proteins, we also identified SNPs affecting protein network upon Candida stimulations. Colocalization of pQTLs and eQTLs signals implicated several genomic loci including MMP-1 and AMZ1. Analysis of Candida-induced single cell gene expression data implicated specific cell types that exhibit significant expression QTLs upon stimulation. By highlighting the role of trans-regulatory networks in determining the abundance of secretory proteins, our study serve as a framework to gain insights into the mechanisms of genetic regulation of protein levels in a context-dependent manner.

445 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

445
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
Netherlands
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

Important Disclaimer: This review has been performed semi-automatically and is provided for informational purposes only. While we strive for accuracy, this analysis may contain errors, omissions, or misinterpretations of the original research. DNA Genics disclaims all liability for any inaccuracies, errors, or consequences arising from the use of this information. Users should independently verify all information and consult original research publications before making any decisions based on this content. This analysis is not intended as a substitute for professional scientific review or medical advice.

Analysis In Progress

Our analysis of this publication is currently being prepared. Please check back soon for comprehensive insights into the health and genetic findings discussed in this research.