TY - JOUR
T1 - Identification of differences in CD4+ T-cell gene expression between people with asthma and healthy controls
AU - Tutino, Mauro
AU - Hankinson, Jenny
AU - Murray, Clare
AU - Lowe, Lesley
AU - Kerry, Gina
AU - Rattray, Magnus
AU - Custovic, Adnan
AU - Johnston, Sebastian L.
AU - Shi, Chenfu
AU - Orozco, Gisela
AU - Eyre, Stephen
AU - Martin, Paul
AU - Simpson, Angela
AU - Curtin, John A.
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/12/20
Y1 - 2023/12/20
N2 - Functional enrichment analysis of genome-wide association study (GWAS)-summary statistics has suggested that CD4+ T-cells play an important role in asthma pathogenesis. Despite this, CD4+ T-cells are under-represented in asthma transcriptome studies. To fill the gap, 3'-RNA-Seq was used to generate gene expression data on CD4+ T-cells (isolated within 2 h from collection) from peripheral blood from participants with well-controlled asthma (n = 32) and healthy controls (n = 11). Weighted Gene Co-expression Network Analysis (WGCNA) was used to identify sets of co-expressed genes (modules) associated with the asthma phenotype. We identified three modules associated with asthma, which are strongly enriched for GWAS-identified asthma genes, antigen processing/presentation and immune response to viral infections. Through integration of publicly available eQTL and GWAS summary statistics (colocalisation), and protein–protein interaction (PPI) data, we identified PTPRC, a potential druggable target, as a putative master regulator of the asthma gene-expression profiles. Using a co-expression network approach, with integration of external genetic and PPI data, we showed that CD4+ T-cells from peripheral blood from asthmatics have different expression profiles, albeit small in magnitude, compared to healthy controls, for sets of genes involved in immune response to viral infections (upregulated) and antigen processing/presentation (downregulated).
AB - Functional enrichment analysis of genome-wide association study (GWAS)-summary statistics has suggested that CD4+ T-cells play an important role in asthma pathogenesis. Despite this, CD4+ T-cells are under-represented in asthma transcriptome studies. To fill the gap, 3'-RNA-Seq was used to generate gene expression data on CD4+ T-cells (isolated within 2 h from collection) from peripheral blood from participants with well-controlled asthma (n = 32) and healthy controls (n = 11). Weighted Gene Co-expression Network Analysis (WGCNA) was used to identify sets of co-expressed genes (modules) associated with the asthma phenotype. We identified three modules associated with asthma, which are strongly enriched for GWAS-identified asthma genes, antigen processing/presentation and immune response to viral infections. Through integration of publicly available eQTL and GWAS summary statistics (colocalisation), and protein–protein interaction (PPI) data, we identified PTPRC, a potential druggable target, as a putative master regulator of the asthma gene-expression profiles. Using a co-expression network approach, with integration of external genetic and PPI data, we showed that CD4+ T-cells from peripheral blood from asthmatics have different expression profiles, albeit small in magnitude, compared to healthy controls, for sets of genes involved in immune response to viral infections (upregulated) and antigen processing/presentation (downregulated).
KW - Humans
KW - Genome-Wide Association Study
KW - Asthma/metabolism
KW - Gene Expression Profiling
KW - Transcriptome
KW - CD4-Positive T-Lymphocytes
KW - Virus Diseases/metabolism
KW - Gene Regulatory Networks
UR - http://www.scopus.com/inward/record.url?scp=85180184003&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/40643a7c-0e77-3ac7-848c-1c600935c8ad/
U2 - 10.1038/s41598-023-49135-9
DO - 10.1038/s41598-023-49135-9
M3 - Article
C2 - 38129444
AN - SCOPUS:85180184003
SN - 2045-2322
VL - 13
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 22796
ER -