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Causal relationships between adiposity and childhood asthma: bi-directional Mendelian Randomization analysis
- Source :
- International Journal of Obesity. 43:73-81
- Publication Year :
- 2018
- Publisher :
- Springer Science and Business Media LLC, 2018.
-
Abstract
- Obesity and asthma are common chronic diseases and have been reported to be mutually causative. We investigated the causal direction of the relationship between adiposity and asthma using genetic markers as instrumental variables (IVs) in bi-directional Mendelian randomization (MR) analysis. We used data from the Taiwan Children Health Study with 24 body mass index (BMI)-single-nucleotide polymorphisms (SNPs, combined into a weighted allelic score) and 16 asthma-SNPs (combined into two weighted allelic scores, separately for asthma inflammatory and antioxidative genes) to yield genetic IVs for adiposity and asthma, respectively. The weighted allele score for BMI was strongly associated with adiposity (p = 2 × 10–16) and active asthma (p = 0.03). The two-stage least square regression risk ratio (RR) for the effect of BMI on asthma was 1.04 (95% confidence interval: 1.00–1.07, p = 0.03). Although the weighted asthma genetic scores were significantly associated with asthma (p = 8.4 × 10–3), no association was seen for genetically instrumented asthma with BMI using MR. Central obesity was the most accurate predictor of asthma. Adiposity showed higher causal effects on asthma in boys and children with non-atopic asthma. Sensitivity analysis for MR revealed no directional genetic pleiotropy effects. The causal effect RRs of BMI on asthma were 1.04, 1.08, and 1.03 for inverse-variance weighted, MR–Egger regression (slope), and weighted median methods, respectively, all in accordance with the MR estimates. High adiposity may lead to asthma, whereas the effects of asthma on adiposity accumulation are likely to be small.
- Subjects :
- Male
Pediatric Obesity
medicine.medical_specialty
Endocrinology, Diabetes and Metabolism
Taiwan
Medicine (miscellaneous)
030209 endocrinology & metabolism
Single-nucleotide polymorphism
Polymorphism, Single Nucleotide
Body Mass Index
03 medical and health sciences
0302 clinical medicine
immune system diseases
Internal medicine
Mendelian randomization
Odds Ratio
Humans
Medicine
030212 general & internal medicine
Child
Alleles
Adiposity
Asthma
Nutrition and Dietetics
business.industry
Mendelian Randomization Analysis
medicine.disease
Obesity
Confidence interval
respiratory tract diseases
Relative risk
Female
business
Body mass index
Genome-Wide Association Study
Subjects
Details
- ISSN :
- 14765497 and 03070565
- Volume :
- 43
- Database :
- OpenAIRE
- Journal :
- International Journal of Obesity
- Accession number :
- edsair.doi.dedup.....786a297166b56334ed971c6aa7609678
- Full Text :
- https://doi.org/10.1038/s41366-018-0160-8