Project description:Asthma is caused by a combination of poorly understood genetic and environmental factors. We found multiple markers on chromosome 17q21 to be strongly and reproducibly associated with childhood onset asthma in family and case-referent panels with a combined P < 10-12. In independent replication studies the 17q21 locus showed strong association with diagnosis of childhood asthma in 2,320 subjects from a cohort of German children (P = 0.0003) and in 3,301 subjects from the British 1958 Birth Cohort (P = 0.0005). We systematically evaluated the relationships between markers of the 17q21 locus and transcript levels of genes in EBV-transformed lymphoblastoid cell lines from children in the asthma family panel used in our association study. The SNPs associated with childhood asthma were consistently and strongly associated (P <10-22) in cis with transcript levels of ORMDL3, a member of a gene family that encode transmembrane proteins anchored in the endoplasmic reticulum. The results indicate that genetic variants regulating ORMDL3 expression are determinants of susceptibility to childhood asthma. Experiment Overall Design: Gene expression levels were evaluated in 404 children. We then evaluated the relationship between SNPs in the 17q21 region (which show association to asthma in the same children) with gene expression levels. See http://www.sph.umich.edu/csg/liang/asthma/
Project description:Asthma is caused by a combination of poorly understood genetic and environmental factors. We found multiple markers on chromosome 17q21 to be strongly and reproducibly associated with childhood onset asthma in family and case-referent panels with a combined P < 10-12. In independent replication studies the 17q21 locus showed strong association with diagnosis of childhood asthma in 2,320 subjects from a cohort of German children (P = 0.0003) and in 3,301 subjects from the British 1958 Birth Cohort (P = 0.0005). We systematically evaluated the relationships between markers of the 17q21 locus and transcript levels of genes in EBV-transformed lymphoblastoid cell lines from children in the asthma family panel used in our association study. The SNPs associated with childhood asthma were consistently and strongly associated (P <10-22) in cis with transcript levels of ORMDL3, a member of a gene family that encode transmembrane proteins anchored in the endoplasmic reticulum. The results indicate that genetic variants regulating ORMDL3 expression are determinants of susceptibility to childhood asthma. Keywords: association study, global gene expression, asthma, ORMDL3
Project description:Asthma is characterized by intermittent inflammation of the airways, airflow limitation and wheeze. The ORMDL3 locus on chromosome 17q21 confers the major genetic susceptibility to childhood asthma. Although sphingolipids are important in immune signalling, the mechanisms of action of ORMDL3 on airway inflammation are incompletely understood. We used Affymetrix Human Gene 1.1 ST microarrays to detail the global effects of siRNA-mediated ORMDL3 knockdown during the time course of IL1B-induced inflammation in the A549 Human Lung Epithelial cell line.
Project description:Genetic variations at the 17q21 asthma-risk locus regulate the expression of gasdermin B (GSDMB) and ORMDL3, influencing inflammatory responses and sphingolipid metabolism. While asthma-associated 17q21 variations are known to affect ORMDL3 expression in immune and airway smooth muscle cells, its role in airway epithelial sphingolipid metabolism remains unclear. We investigated whether asthma and 17q21 genetic variations influence sphingolipid composition in the upper respiratory tract and how immune vs. epithelial cells contribute to this process. Sphingolipid profiles were analyzed in nasal fluid and blood from children with and without asthma. We also examined gene expression and sphingolipid composition in nasal epithelial cells and PBMCs from healthy adults homozygous for the rs7216389 C/C and T/T (asthma-risk) genotypes. Children with atopic asthma exhibited lower nasal fluid sphingolipids, including sphinganine, dihydroceramides, and ceramides, independent of corticosteroid use or allergic rhinitis. Asthma was further associated with higher plasma sphingolipids and lower blood cell sphingolipids, the latter mirroring patterns in nasal fluid. In PBMCs, the T allele increased ORMDL3 expression, suppressing de novo sphingolipid synthesis. However, in nasal epithelial cells, the T allele mainly increased GSDMB and there was no effect on sphingolipid metabolism. These findings establish nasal fluid sphingolipid profiling as a potential marker for atopic asthma and provide evidence of a cell-type-specific effect of 17q21 genetic variants. While ORMDL3-mediated sphingolipid suppression occurs in PBMCs and not airway epithelial cells, its systemic effects may contribute to lower airway sphingolipids in asthma.
Project description:Asthma is a chronic inflammatory airway disease characterized by airway inflammation and remodeling. The role of 15-oxo-5Z,8Z,11Z,13E-eicosatetraenoic acid (15-oxoETE), a 15-HETE metabolite catalyzed by 15-prostaglandin dehydrogenase (15-PGDH), has been relatively unexplored in asthma. In this study, we used RNA-seq to explore the effect of 15-KETE on the transcriptome of airway epithelial cells, aiming to identify its potential downstream targets and mechanisms of action.
Project description:The human chromosomal region 17q12-q21 is associated with childhood asthma. It harbors 5 protein-coding genes, of which ORMDL sphingolipid biosynthesis regulator 3 (ORMDL3) and gasdermin B (GSDMB) are the top causal gene candidates. Emerging evidence suggests that the promoter region of another gene, the zona pellucida binding protein 2 (ZPBP2), located more than 50kb proximal to ORMDL3 may be critical for its transcriptional regulation influencing susceptibility to asthma. To test this hypothesis, we examined the lung phenotypes, liver transcriptomes and lipid metabolism of Zpbp2 knock-out (KO) mice. We found that in comparison to wild type (WT) mice, Zpbp2 KO mice sensitized with allergen ovalbumin (OVA) had reduced bronchial reactivity. The Zpbp2 KO mice also had altered lipid metabolism with a 3-fold decrease in the levels of docosahexaenoic acid (DHA), increased body weight and changes in the expression of the adipocytokine signaling pathway gene peroxisome proliferator activated receptor alpha (Pparα). The Zpbp2 deletion was also associated with increased DNA methylation at the Zpbp2 promoter/enhancer region, reminiscent of the methylation of the orthologous region in humans, and reduced expression of Ormdl3 in liver. The sum of our results implies that the Zpbp2 gene is involved in the regulation of airway hypersensitivity and lipid metabolism, either directly or through a cis-regulatory effect on Ormdl3.
Project description:Background: Asthma is common chronic inflammatory disease of the airways with a heterogenous clinical presentation. Individual differences in asthma susceptibility remain poorly understood, although genetics is thought to play a major role. Aim: To build a polygenic risk score (PRS) for asthma and determine whether predictive genetic variants can be epigenomically linked to specific pathophysiological mechanisms. Methods: PRSs were constructed using data from genome-wide association studies and performance was validated using data generated in the Rotterdam Study, a Dutch prospective cohort of 14,926 individuals. Outcomes used were asthma, childhood-onset asthma, adulthood-onset asthma, eosinophilic asthma and exacerbations. Chromatin immunoprecipitation followed by high-throughput sequencing (ChIP-Seq) data from 14 primary cell types, including lung epithelial cells and T lymphocytes was used for epigenomic PRS partitioning. Results: All PRSs successfully predicted risk to develop asthma and related outcomes, with the strongest predictive power (2.42 odds ratios per PRS standard deviation, area under the curve of 0.736) achieved for childhood-onset asthma. PRSs allowed for stratification of the Rotterdam Study cohort into groups at low or high risk to develop asthma. PRS partitioning using genome-wide epigenomic profiles identified 5 clusters of variants within gene regulatory regions linked to specific asthma-relevant cells, genes and biological pathways. Conclusions: PRSs can predict whether individuals in a Dutch cohort developed asthma and asthma-related phenotypes, which is most effective for childhood-onset asthma. Importantly, we show that PRS partitioning based on epigenomics data dissects a genetic risk score into blocks of regulatory variants with differential predictive power, which likely represent distinct genetically driven disease pathways. These findings have potential implications for personalized risk mitigation and treatment strategies.
Project description:Recent genome-wide association studies (GWAS) have identified a number of novel genetic associations with complex human diseases. In spite of these successes, results from GWAS generally explain only a small proportion of disease heritability, an observation termed the M-bM-^@M-^\missing heritability problem.M-bM-^@M-^] Several sources for the missing heritability have been proposed, including the contribution of many common variants with small individual effect sizes, which cannot be reliably found using the standard GWAS approach. The goal of our study was to explore a complementary approach, which combines GWAS results with functional data in order to identify novel genetic associations with small effect sizes. To do so, we conducted a GWAS for lymphocyte count, a physiologic quantitative trait associated with asthma, in 462 Hutterites. In parallel, we performed a genome-wide gene expression study in lymphoblastoid cell lines (LCLs) from 96 Hutterites. We found significant support for genetic associations using the GWAS data when we considered variants near the 193 genes whose expression levels across individuals were most correlated with lymphocyte counts. Interestingly, these variants are also enriched with signatures of an association with asthma susceptibility, an observation we were able to replicate. The associated loci include genes previously implicated in asthma susceptibility, as well as novel candidate genes enriched for functions related to T cell receptor signaling and ATP synthesis. Our results, therefore, establish a new set of asthma susceptibility candidate genes. More generally, our observations support the notion that many loci of small effects influence variation in lymphocyte count and asthma susceptibility. 96 RNA samples were collected (1 subsequently excluded) from lymphoblastoid cell lines derived from Hutterite subjects chosen to represent the extremes of absolute lymphocyte count. The high and low absolute lymphocyte count groups were balanced with respect to age, gender, and relatedness.