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.

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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
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article

Effect of long-term air pollution reduction on insulin resistance and fasting glucose in children: A causal analysis

Valeria Pala, Marika Dello Russo, Maike Wolters, Claudia Börnhorst et al.
1 citations
Environmental Research
Air Quality and Health Impacts
1.20
article

Effect of long-term air pollution reduction on insulin resistance and fasting glucose in children: A causal analysis

Valeria Pala, Marika Dello Russo, Maike Wolters, Claudia Börnhorst, Rajini Nagrani, Dénes Molnár, Wolfgang Ahrens, Vanessa Didelez, Kees de Hoogh, Lauren Lissner, Danielle Vienneau, Christoph Buck, Stefaan De Henauw, Luis Moreno
article en
1 citations

Abstract

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.

Environmental ResearchVol. 292
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)
Openalex Percentile: Top 18%
Air Quality and Health Impacts
1.20
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