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Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Smoking, DNA Methylation, and Lung Function: a Mendelian Randomization Analysis to Investigate Causal Pathways
Emily Jamieson1, Roxanna Korologou-Linden1, Robyn E Wootton2
1Medical Research Council Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK; Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK.
DNA methylation may causally influence lung function (forced expiratory volume in 1s). While not a clear mediator of smoking
Area of Science:
- Genetics and Epigenetics
- Respiratory Medicine
- Biostatistics
Background:
- Smoking is a major risk factor for reduced lung function.
- The role of DNA methylation, a key epigenetic mechanism, in mediating smoking's effect on lung function requires further investigation.
- Understanding these relationships can identify novel therapeutic targets.
Purpose of the Study:
- To investigate the causal effect of smoking-associated DNA methylation on lung function (FEV1).
- To determine if DNA methylation mediates the impact of smoking on lung function.
- To explore shared genetic variants between lung function, DNA methylation, and gene expression.
Main Methods:
- Two-sample Mendelian randomization (MR) was employed using large UK Biobank and SpiroMeta Consortium datasets.
- Two-step MR was used to assess mediation by DNA methylation.
- A multiple-trait colocalization ('moloc') framework was utilized to identify shared causal variants.
Main Results:
- Evidence suggests a potential causal effect of DNA methylation on FEV1 at 18 CpG sites.
- Replication confirmed causal effects at three specific CpG sites (cg21201401, cg19758448, cg12616487).
- DNA methylation did not clearly mediate smoking's effect on FEV1, but some sites may influence lung function via smoking.
- Shared causal variants were identified between lung function, gene expression, and DNA methylation.
Conclusions:
- Specific DNA methylation sites show potential causal links to lung function.
- Findings suggest potential therapeutic targets for enhancing lung function and aiding smoking cessation.
- Further research with larger, tissue-specific datasets is needed for confirmation.
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