Effect of long-term air pollution reduction on insulin resistance and fasting glucose in children: A causal analysis
Observational studies have suggested that air pollution is associated with impaired glucose metabolism; yet randomized controlled trials to confirm the causality of this association are ethically and practically unfeasible. We emulated a hypothetical trial to evaluate the effects of sustained reductions in ambient air pollutants on homeostasis model assessment for insulin resistance (HOMA-IR) and fasting glucose (FG) in children and adolescents. Combining target trial emulation with g-computation, we estimated the effects of sustained hypothetical reductions of air pollutants on HOMA-IR and FG compared to no intervention (natural course). Our sample comprised 1417 children aged 2-9 years at baseline (2007/2008) participating in the pan-European IDEFICS/I.Family cohort. Ambient annual average levels of particulate matter<2.5 μm (PM<sub>2.5</sub>), black carbon (BC), and NO<sub>2</sub> were estimated at residential addresses using land use regression models. We found a clear dose-response relationship between sustained reductions in PM<sub>2.5</sub> and BC and decreasing levels of HOMA-IR and FG. Hypothetically reducing PM<sub>2.5</sub> to WHO's recommended annual level of 5 μg/m<sup>3</sup>, the mean HOMA-IR z-score declined by -0.95 (95 % CI: -1.65; -0.44). Similarly, lowering BC to 0.8 × 10<sup>-5</sup>/m reduced HOMA-IR by -0.36 (95 % CI: -0.61; -0.12) and FG by -0.28 (95 % CI: -0.50; -0.04). We found no clear evidence of NO<sub>2</sub> reductions on HOMA-IR and FG. Even at relatively low pollution levels in our cohort, further reductions in PM<sub>2.5</sub> and BC can improve HOMA-IR and FG levels in children and adolescents. Our findings provide evidence for the development of BC recommendations for air quality guidelines.
Authors
- Valeria Pala (ORCID: https://orcid.org/0000-0001-5438-970X)
- Marika Dello Russo (ORCID: https://orcid.org/0000-0002-7630-265X)
- Maike Wolters (ORCID: https://orcid.org/0000-0002-4943-2141)
- Claudia Börnhorst (ORCID: https://orcid.org/0000-0001-9004-1540)
- Rajini Nagrani (ORCID: https://orcid.org/0000-0002-1708-2319)
- Dénes Molnár (ORCID: https://orcid.org/0000-0002-3675-7019)
- Wolfgang Ahrens (ORCID: https://orcid.org/0000-0003-3777-570X)
- Vanessa Didelez (ORCID: https://orcid.org/0000-0001-8587-7706)
- Kees de Hoogh (ORCID: https://orcid.org/0000-0001-5974-2007)
- Lauren Lissner (ORCID: https://orcid.org/0000-0002-8296-2849)
- Danielle Vienneau (ORCID: https://orcid.org/0000-0002-6309-6439)
- Christoph Buck (ORCID: https://orcid.org/0000-0003-0261-704X)
- Stefaan De Henauw
- Luis Moreno
Institutions
- Swiss Tropical and Public Health Institute (CH)
- Ghent University (BE)
- Institute of Food Science (IT)
- Leibniz Institute for Prevention Research and Epidemiology - BIPS (DE)
- Instituto de Investigación Sanitaria Aragón (ES)
- National Research Council (IT)
- Fondazione IRCCS Istituto Nazionale dei Tumori (IT)
- University of Pecs (HU)
- University of Gothenburg (SE)
Publication Details
- Journal
- Environmental Research
- Published
- 2025-09-22
- DOI
- https://doi.org/10.1016/j.envres.2025.122920
- Citations
- 1
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 1.20