BACKGROUND: Numerous genes have been associated with the three most common allergic diseases (asthma, allergic rhinitis or eczema) but these genes explain only a part of the heritability. In the vast majority of genetic studies, complex phenotypes such as co-morbidity of two of these diseases, have not been considered. This may partly explain missing heritability. OBJECTIVE: To identify genetic variants specifically associated with the co-morbidity of asthma-plus-eczema. METHODS: We first conducted a meta-analysis of four GWAS (Genome-Wide Association Study) of the combined asthma-plus-eczema phenotype (total of 8807 European-ancestry subjects of whom 1208 subjects had both asthma and eczema). To assess whether the association with SNP(s) was specific to the co-morbidity, we also conducted a meta-analysis of homogeneity test of association according to disease status ("asthma-plus-eczema" vs. the presence of only one disease "asthma only or eczema only"). We then used a joint test by combining the two test statistics from the co-morbidity-SNP association and the phenotypic heterogeneity of SNP effect meta-analyses. RESULTS: Seven SNPs were detected for specific association to the asthma-plus-eczema co-morbidity, two with significant and five with suggestive evidence using the joint test after correction for multiple testing. The two significant SNPs are located in the OCA2 gene (Oculocutaneous Albinism II), a new locus never detected for significant evidence of association with any allergic disease. This gene is a promising candidate gene, because of its link to skin and lung diseases, and to epithelial barrier and immune mechanisms. CONCLUSION: Our study underlines the importance of studying sub-phenotypes as co-morbidities to detect new susceptibility genes.
- Margaritte-Jeannin, P.
- Budu-Aggrey, A.
- Ege, M.
- Madore, A. M.
- Linhard, C.
- Mohamdi, H.
- von Mutius, E.
- Granell, R.
- Demenais, F.
- Laprise, C.
- Bouzigon, E.
- Dizier, M. H.
Keywords
- *Albinism, Oculocutaneous
- *Asthma/epidemiology/genetics
- Comorbidity
- *Eczema/epidemiology/genetics
- Genetic Predisposition to Disease
- Genome-Wide Association Study
- Humans
- Membrane Transport Proteins/genetics
- Morbidity
- *Rhinitis, Allergic/epidemiology/genetics
- *alspac
- *egea
- *gabriela
- *gwas
- *slsj
- *asthma
- *co-morbidity
- *eczema
- *phenotypic heterogeneity