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Abstract
Background
Allergic diseases (eczema, wheeze and rhinitis) in children often present as heterogeneous phenotypes. Understanding genetic associations of specific patterns of symptoms might facilitate understanding of the underlying biological mechanisms.
ObjectiveTo examine associations between allergic disease-related variants identified in a recent genome-wide association study and latent classes of allergic diseases (LCADs) in two population-based birth cohorts.
MethodsEight previously defined LCADs between 1 and 11 years: ‘No disease’, ‘Atopic march’, ‘Persistent eczema and wheeze’, ‘Persistent eczema with later-onset rhinitis’, ‘Persistent wheeze with later-onset rhinitis’, ‘Transient wheeze’, ‘Eczema only’ and ‘Rhinitis only’ were used as the study outcome. Weighted multinomial logistic regression was used to estimate associations between 135 SNPs (and a polygenic risk score, PRS) and LCADs among 6,345 individuals from The Avon Longitudinal Study of Parents and Children (ALSPAC). Heterogeneity across LCADs was assessed before and after Bonferroni correction. Results were replicated in Manchester Asthma and Allergy Study (MAAS) (n=896) and pooled in a meta-analysis.
ResultsWe found strong evidence for differential genetic associations across the LCADs; pooled PRS heterogeneity p-value=3.3x10-14, excluding ‘no disease’ class. The associations between the PRS and LCADs in MAAS were remarkably similar to ALSPAC. Two SNPs (a protein truncating variant in FLG and a SNP within an intron of GSDMB) had evidence for differential association (pooled p-values≤ 0.006). The FLG locus was differentially associated across LCADs that included eczema, with stronger associations for LCADs with comorbid wheeze and rhinitis. The GSDMB locus in contrast was equally associated across LCADs that included wheeze.
Conclusions & Clinical RelevanceWe have shown complex, but distinct patterns of genetic associations with LCADs, suggesting that heterogeneous mechanisms underlie individual disease trajectories. Establishing the combination of allergic diseases with which each genetic variant is associated may inform therapeutic development and/or predictive modelling.
Allergic diseases (eczema, wheeze and rhinitis) in children often present as heterogeneous phenotypes. Understanding genetic associations of specific patterns of symptoms might facilitate understanding of the underlying biological mechanisms.
ObjectiveTo examine associations between allergic disease-related variants identified in a recent genome-wide association study and latent classes of allergic diseases (LCADs) in two population-based birth cohorts.
MethodsEight previously defined LCADs between 1 and 11 years: ‘No disease’, ‘Atopic march’, ‘Persistent eczema and wheeze’, ‘Persistent eczema with later-onset rhinitis’, ‘Persistent wheeze with later-onset rhinitis’, ‘Transient wheeze’, ‘Eczema only’ and ‘Rhinitis only’ were used as the study outcome. Weighted multinomial logistic regression was used to estimate associations between 135 SNPs (and a polygenic risk score, PRS) and LCADs among 6,345 individuals from The Avon Longitudinal Study of Parents and Children (ALSPAC). Heterogeneity across LCADs was assessed before and after Bonferroni correction. Results were replicated in Manchester Asthma and Allergy Study (MAAS) (n=896) and pooled in a meta-analysis.
ResultsWe found strong evidence for differential genetic associations across the LCADs; pooled PRS heterogeneity p-value=3.3x10-14, excluding ‘no disease’ class. The associations between the PRS and LCADs in MAAS were remarkably similar to ALSPAC. Two SNPs (a protein truncating variant in FLG and a SNP within an intron of GSDMB) had evidence for differential association (pooled p-values≤ 0.006). The FLG locus was differentially associated across LCADs that included eczema, with stronger associations for LCADs with comorbid wheeze and rhinitis. The GSDMB locus in contrast was equally associated across LCADs that included wheeze.
Conclusions & Clinical RelevanceWe have shown complex, but distinct patterns of genetic associations with LCADs, suggesting that heterogeneous mechanisms underlie individual disease trajectories. Establishing the combination of allergic diseases with which each genetic variant is associated may inform therapeutic development and/or predictive modelling.
Original language | English |
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Number of pages | 12 |
Journal | Clinical and Experimental Allergy |
DOIs | |
Publication status | Published - 23 Aug 2019 |
Structured keywords
- ALSPAC
Keywords
- asthma
- atopic dermatitis
- Avon Longitudinal Study of Parents and Children
- eczema
- genetics
- rhinitis
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- 1 Finished
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IEU: MRC Integrative Epidemiology Unit Quinquennial renewal
Gaunt, L. F. & Davey Smith, G.
1/04/18 → 31/03/23
Project: Research