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Questionnaire-based exposome-wide association studies for common diseases in the Personalized Environment and Genes
Dillon Lloyd1, John S House1, Farida S Akhtari1
1Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC, USA.
The exposome, encompassing all life exposures, links lifestyle, socioeconomic status, and environmental factors to common diseases. This study identified both known and novel exposure-disease associations, including occupational risks.
Area of Science:
- Environmental Health Sciences
- Genomics and Epigenetics
- Public Health
Background:
- The exposome, encompassing all environmental exposures from conception throughout life, is crucial for understanding human health and disease.
- Existing research on the exposome's impact on complex diseases is limited, hindering comprehensive health risk assessments.
- Individual genetic and epigenetic factors interact with the exposome, influencing disease susceptibility.
Purpose of the Study:
- To conduct an exposome-wide association study (ExWAS) to identify associations between various exposures and 11 common complex diseases.
- To characterize the exposome's relationship with human health using data from the Personalized Environment and Genes Study (PEGS).
- To differentiate between novel and replicated exposure-disease findings using an AI-powered literature search.
Main Methods:
- Utilized extensive questionnaire data from 9,429 participants in the North Carolina-based Personalized Environment and Genes Study (PEGS).
- Performed an exposome-wide association study (ExWAS) to analyze single exposure models against 11 common complex diseases.
- Employed an AI-based literature search tool to validate findings against existing scientific evidence.
Main Results:
- Identified significant associations between diseases and lifestyle factors, socioeconomic status, and environmental exposures including asbestos, dusts, biohazardous material, and textiles.
- Discovered disease-specific associations, such as the link between fishing with lead weights and migraines.
- Confirmed replicated findings for lifestyle factors like sleep and smoking, and identified novel associations for occupational exposures across multiple diseases.
Conclusions:
- The exposome plays a significant role in the development of common complex diseases.
- Lifestyle, socioeconomic, and occupational exposures are key components of the exposome impacting health.
- This study highlights both established and previously unrecognized environmental and occupational risk factors for various diseases.
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