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1.
PLoS One ; 7(3): e33780, 2012.
Article in English | MEDLINE | ID: mdl-22438998

ABSTRACT

BACKGROUND: Asthma is a respiratory tract disorder characterized by airway hyper-reactivity and chronic inflammation. Allergic asthma is associated with the production of allergen-specific IgE and expansion of allergen-specific T-cell populations. Progression of allergic inflammation is driven by T-helper type 2 (Th2) mediators and is associated with alterations in the levels of lipid mediators. OBJECTIVES: Responses of the respiratory system to birch allergen provocation in allergic asthmatics were investigated. Eicosanoids and other oxylipins were quantified in the bronchoalveolar lumen to provide a measure of shifts in lipid mediators associated with allergen challenge in allergic asthmatics. METHODS: Eighty-seven lipid mediators representing the cyclooxygenase (COX), lipoxygenase (LOX) and cytochrome P450 (CYP) metabolic pathways were screened via LC-MS/MS following off-line extraction of bronchoalveolar lavage fluid (BALF). Multivariate statistics using OPLS were employed to interrogate acquired oxylipin data in combination with immunological markers. RESULTS: Thirty-two oxylipins were quantified, with baseline asthmatics possessing a different oxylipin profile relative to healthy individuals that became more distinct following allergen provocation. The most prominent differences included 15-LOX-derived ω-3 and ω-6 oxylipins. Shared-and-Unique-Structures (SUS)-plot modeling showed a correlation (R(2) = 0.7) between OPLS models for baseline asthmatics (R(2)Y[cum] = 0.87, Q(2)[cum] = 0.51) and allergen-provoked asthmatics (R(2)Y[cum] = 0.95, Q(2)[cum] = 0.73), with the majority of quantified lipid mediators and cytokines contributing equally to both groups. Unique structures for allergen provocation included leukotrienes (LTB(4) and 6-trans-LTB(4)), CYP-derivatives of linoleic acid (epoxides/diols), and IL-10. CONCLUSIONS: Differences in asthmatic relative to healthy profiles suggest a role for 15-LOX products of both ω-6 and ω-3 origin in allergic inflammation. Prominent differences at baseline levels indicate that non-symptomatic asthmatics are subject to an underlying inflammatory condition not observed with other traditional mediators. Results suggest that oxylipin profiling may provide a sensitive means of characterizing low-level inflammation and that even individuals with mild disease display distinct phenotypic profiles, which may have clinical ramifications for disease.


Subject(s)
Asthma/immunology , Asthma/metabolism , Lipid Metabolism , Rhinitis, Allergic, Seasonal/immunology , Rhinitis, Allergic, Seasonal/metabolism , Adult , Allergens/administration & dosage , Arachidonate 15-Lipoxygenase/metabolism , Asthma/complications , Betula/immunology , Bronchial Provocation Tests , Bronchoalveolar Lavage Fluid/chemistry , Bronchoalveolar Lavage Fluid/immunology , Case-Control Studies , Fatty Acids/chemistry , Fatty Acids/classification , Female , Humans , Male , Metabolic Networks and Pathways , Metabolome , Models, Biological , Oxylipins/chemistry , Oxylipins/metabolism , Pollen/immunology , Rhinitis, Allergic, Seasonal/complications , Young Adult
2.
Nat Genet ; 44(5): 483-9, 2012 Mar 25.
Article in English | MEDLINE | ID: mdl-22446960

ABSTRACT

The genetic architectures of common, complex diseases are largely uncharacterized. We modeled the genetic architecture underlying genome-wide association study (GWAS) data for rheumatoid arthritis and developed a new method using polygenic risk-score analyses to infer the total liability-scale variance explained by associated GWAS SNPs. Using this method, we estimated that, together, thousands of SNPs from rheumatoid arthritis GWAS explain an additional 20% of disease risk (excluding known associated loci). We further tested this method on datasets for three additional diseases and obtained comparable estimates for celiac disease (43% excluding the major histocompatibility complex), myocardial infarction and coronary artery disease (48%) and type 2 diabetes (49%). Our results are consistent with simulated genetic models in which hundreds of associated loci harbor common causal variants and a smaller number of loci harbor multiple rare causal variants. These analyses suggest that GWAS will continue to be highly productive for the discovery of additional susceptibility loci for common diseases.


Subject(s)
Arthritis, Rheumatoid/genetics , Bayes Theorem , Cardiovascular Diseases/genetics , Celiac Disease/genetics , Diabetes Mellitus, Type 2/genetics , Multifactorial Inheritance , Polymorphism, Single Nucleotide/genetics , Case-Control Studies , Genetic Loci , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans
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