ReviewEnvironmental health perspectives2023
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.
Review in Environmental health perspectives, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
55 citing papers in PubMed.
- Differential DNA methylation in blood as potential mediator of the association between ambient PMMolecular psychiatry · 2026Article
- The interplay of air pollution with plasma neurodegenerative markers and metabolome for dementia, Parkinson's disease and all-cause mortality risks and transitions: The UK Biobank study.Ecotoxicology and environmental safety · 2026Article
- Ambient fine particulate matter components and liver fat and stiffness in youth: metabolic vulnerability in PNPLA3 risk carriers.Environment international · 2026Article
- Adverse Effects of Carbon Black Nanoparticles on Maternal and Fetal Lungs in Pregnant Mice: Insights From a Metabolomics Perspective.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026Article
- Blood metabolomic signatures linking air pollution to lung cancer in the Cancer Prevention Studies.Nature communications · 2026Article
- Untargeted metabolomic profiling of childhood asthma: An exploratory analysis of anthropogenic chemicals and the serum metabolome.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Circulating cardiometabolic metabolite profiles associated with ambient air pollution and atrial fibrillation risk: a prospective cohort study.Cardiovascular diabetology · 2026Article
- Associations of prenatal fine particulate matter mixtures with neurodevelopmental outcomes in early childhood: component- and source-specific insights.Particle and fibre toxicology · 2026Article
- Long-term exposure to air pollution and metabolites in children and young adults in a Swedish birth cohort.Journal of exposure science & environmental epidemiology · 2026Article
- Gestational fine particulate matter exposure and perinatal outcomes in the ECHO cohort: Associations across pregnancy windows.Environmental research · 2026Article
- Nontargeted screening identifies mixtures of environmental pollutants that are associated with perturbations to amino acid and fatty acid metabolic pathways during early pregnancy.Environment international · 2026Article
- Early-Life Air Pollution Exposure Is Associated with the Infant Gut Microbiome and Fecal Metabolome in the First Two Years of Life.Research report (Health Effects Institute) · 2026Article
- Association of short-term exposure to ambient air pollutants with liver function and mediation by fasting insulin: evidence from a rural cohort in China.BMC medicine · 2026Article
- Evaluating Methods for High-Dimensional Mediation in Metabolomics Data.Environmental science & technology · 2026Article
- Agricultural Copper Pesticide Exposure and Metabolic Profiles among Parkinson's Disease Cases and Community Controls in California.Chemical research in toxicology · 2026Article
- Metabolic Signatures of Air Pollution and Major Adverse Cardiovascular Events in Patients Undergoing Cardiac Catheterization.JACC. Advances · 2026Article
- Latest Developments in Mass Spectrometry-Based Techniques for Metabolomics Analysis.Advances in experimental medicine and biology · 2026Review
- Metabolic pathways linking air pollution to osteoarthritis: Insights from a prospective cohort.PloS one · 2026Article
- Urinary metabolomics reveals potential biomarkers for monitoring carbon black exposure-related airway injury.Frontiers in public health · 2026Article
- Sphingolipids as indicators of exposure to long-term air pollution: a targeted metabolomics approach.Scientific reports · 2025Article
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Authors and funding
7 authors.
Funding
Abstract
backgroundUnderstanding the mechanistic basis of air pollution toxicity is dependent on accurately characterizing both exposure and biological responses. Untargeted metabolomics, an analysis of small-molecule metabolic phenotypes, may offer improved estimation of exposures and corresponding health responses to complex environmental mixtures such as air pollution. The field remains nascent, however, with questions concerning the coherence and generalizability of findings across studies, study designs and analytical platforms.
objectivesWe aimed to review the state of air pollution research from studies using untargeted high-resolution metabolomics (HRM), highlight the areas of concordance and dissimilarity in methodological approaches and reported findings, and discuss a path forward for future use of this analytical platform in air pollution research.
methodsWe conducted a state-of-the-science review to
resultsWe identified 47 articles that applied untargeted metabolomics on serum, plasma, whole blood, urine, saliva, or other biospecimens to investigate the impact of air pollution exposures on the human metabolome. Eight hundred sixteen unique features confirmed with level-1 or -2 evidence were reported to be associated with at least one or more air pollutants. Hypoxanthine, histidine, serine, aspartate, and glutamate were among the 35 metabolites consistently exhibiting associations with multiple air pollutants in at least 5 independent studies. Oxidative stress and inflammation-related pathways-including glycerophospholipid metabolism, pyrimidine metabolism, methionine and cysteine metabolism, tyrosine metabolism, and tryptophan metabolism-were the most commonly perturbed pathways reported in
conclusionsNumerous 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.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.