Transcriptome-wide Association Study of Circulating IgE Levels Identifies Novel Targets for Asthma and Allergic Diseases
Recto, K.; Huan, T.; Lee, D. H.; Lee, G. Y.; Gereige, J.; Yao, C.; Hwang, S.-J.; Joehanes, R.; Kelly, R.; O'Connor, G.; Lasky-Su, J.; Levy, D.
Show abstract
Measurement of circulating immunoglobulin E (IgE) concentration is helpful for diagnosing and treating asthma and allergic diseases. Identifying gene expression signatures associated with IgE might elucidate novel pathways for IgE regulation. To this end, we performed a discovery transcriptome-wide association study (TWAS) to identify differentially expressed genes associated with circulating IgE levels in whole-blood derived RNA from 5,345 participants in the Framingham Heart Study (FHS) across 17,873 mRNA gene-level transcripts. We identified 216 significant transcripts at a false discovery rate (FDR)< 0.05. We conducted replication using the meta-analysis of two independent external studies: the Childhood Asthma Management Program (n = 610) and the Genetic Epidemiology of Asthma in Costa Rica Study (n = 326); we then reversed the discovery and replication cohorts, which revealed 59 significant genes that bidirectionally replicated. Gene ontology analysis revealed that many of these genes were implicated in immune function pathways, including defense response, inflammatory response, and cytokine production. Mendelian randomization (MR) analysis revealed four genes (CLC, CCDC21, S100A13, and GCNT1) as putatively causal (p< 0.05) regulators of IgE levels. GCNT1 (beta = 1.5, p = 0.01)--which is a top result in the MR analysis of expression in relation to asthma and allergic diseases--plays a role in regulating T helper type 1 (Th1) cell homing, lymphocyte trafficking, and B cell differentiation. Our findings build upon prior knowledge of IgE regulation and provide a deeper understanding of underlying molecular mechanisms. The IgE-associated genes that we identified--particularly those implicated in MR analysis--can be explored as promising therapeutic targets for asthma and IgE-related diseases.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The effects of inhaled corticosteroids on healthy airways 94%
- Distribution of ACE2, CD147, cyclophilins, CD26 and other SARS-CoV-2 associated molecules in human tissues and immune cells in health and disease 93%
- Epigenetic regulation of epithelial dectin-1 through an IL-33-STAT3 axis in allergic disease 93%
Similar papers in this journal
Similar papers in this journal
- A meta-analysis of genome-wide association studies of childhood wheezing phenotypes identifies ANXA1 as a susceptibility locus for persistent wheezing 94%
- Perinatal Granulopoiesis and Risk of Pediatric Asthma 93%
- Risk factors for asthma among schoolchildren who participated in a case-control study in urban Uganda 93%
Similar papers in this journal
Similar papers in this journal
- Comprehensive sequencing of the lung neuroimmune landscape in response to asthmatic induction 93%
- Effectiveness and durability of the mRNA vaccine-induced SARS-CoV-2-specific humoral and cellular immunity in severe asthma patients on biological therapy 92%
- The EGFR/ErbB inhibitor neratinib modifies the neutrophil phosphoproteome and promotes apoptosis and clearance by airway macrophages 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.