A State-of-the-Science Review on High-Resolution Metabolomics Application in Air Pollution Health Research: Current Progress, Analytical Challenges, and Recommendations for Future Direction.
Donghai LiangZhenjiang LiJelle VlaanderenZiyin TangDean P JonesRoel VermeulenJeremy A SarnatPublished in: Environmental health perspectives (2023)
Numerous investigations have demonstrated the feasibility of using untargeted metabolomics as a platform linking exposure to internal dose and biological response. Our review of the 47 existing untargeted HRM-air pollution studies points to an underlying coherence and consistency across a range of sample analytical quantitation methods, extraction algorithms, and statistical modeling approaches. Future directions should focus on validation of these findings via hypothesis-driven protocols and technical advances in metabolic annotation and quantification. https://doi.org/10.1289/EHP11851.
Keyphrases
- mass spectrometry
- liquid chromatography
- air pollution
- high resolution
- high resolution mass spectrometry
- tandem mass spectrometry
- high performance liquid chromatography
- current status
- gas chromatography
- particulate matter
- machine learning
- public health
- simultaneous determination
- solid phase extraction
- lung function
- case control
- liquid chromatography tandem mass spectrometry
- ms ms
- gas chromatography mass spectrometry
- deep learning
- high speed
- rna seq