Air pollution, temperature, and HbA1c levels among children in Mexico City, Mexico
Glycated hemoglobin (HbA1c), a strong indicator of diabetes, is affected by air pollution and temperature exposures. However, studies examining the association between HbA1c, temperature, fine particulate matter (PM<sub>2.5</sub>), and nitrogen dioxide (NO<sub>2</sub>) among children are scarce, especially looking at all exposures simultaneously. We investigated the associations between these exposures and HbA1c among children, known to be a highly susceptible group. We included children enrolled in the Programming Research in Obesity, Growth, Environment, and Social Stressors (PROGRESS) cohort based in Mexico City (2013-2019). We obtained exposures from spatiotemporal models. HbA1c levels were measured at 4-5 years, 6-7 years, and 8-11 years post-birth. We used multivariable linear mixed-effects models to assess the simultaneous associations of three-month averages of PM<sub>2.5</sub>, temperature, and NO<sub>2</sub> exposures with natural log-transformed HbA1c levels. We fitted stratified models by sex and age group. We included 1186 HbA1c measurements from 503 children. In multi-exposures models 1-µg/m³ increase in PM<sub>2.5</sub> was associated with 0.311 % (95 % CI:0.159, 0.464) relative increase in HbA1c and 1-degree Celsius increase in average temperature was associated with a -0.626 % (95 % CI: -0.977, -0.274) relative decrease. We did not find an association with a 1-ppb increase in NO<sub>2</sub> (-0.010 %. 95 % CI: -0.126, 0.106). The stratified analysis found slightly different associations by sex and age. This study adds evidence of HbA1c increases associated with lower temperatures and higher PM<sub>2.5</sub> exposure in an area with high air pollution and moderate temperature fluctuation. These glycemic changes may translate into increased diabetes risk in later life.
Authors
- Robert O. Wright (ORCID: https://orcid.org/0000-0003-1180-6459)
- Allan C. Just (ORCID: https://orcid.org/0000-0003-4312-5957)
- Iván Gutiérrez-Ávila (ORCID: https://orcid.org/0000-0001-8040-2007)
- Marcela Tamayo‐Ortiz (ORCID: https://orcid.org/0000-0002-7018-3602)
- Pablo Knobel (ORCID: https://orcid.org/0000-0001-6902-0286)
- Jeanne Wu
- Elena Colicino (ORCID: https://orcid.org/0000-0002-1875-8448)
- Alejandra Cantoral (ORCID: https://orcid.org/0000-0002-1397-8476)
- Maayan Yitshak‐Sade (ORCID: https://orcid.org/0000-0003-4453-0401)
- Diana C. Soria‐Contreras (ORCID: https://orcid.org/0000-0001-5783-5365)
- Itai Kloog (ORCID: https://orcid.org/0000-0003-1708-7440)
- María Luisa Pizano-Zárate (ORCID: https://orcid.org/0000-0002-2190-6421)
- Andrea Baccarelli (ORCID: https://orcid.org/0000-0002-3436-0640)
- Mike Z. He (ORCID: https://orcid.org/0000-0003-2357-3883)
- Martha María Téllez‐Rojo (ORCID: https://orcid.org/0000-0003-3322-3334)
Institutions
- Ben-Gurion University of the Negev (IL)
- Mexican Social Security Institute (MX)
- Universidad Iberoamericana (MX)
- Brown University (US)
- Massachusetts General Hospital (US)
- Instituto Nacional de Salud Pública (MX)
- Columbia University (US)
- Icahn School of Medicine at Mount Sinai (US)
Publication Details
- Journal
- Ecotoxicology and Environmental Safety
- Published
- 2025-11-01
- DOI
- https://doi.org/10.1016/j.ecoenv.2025.119424
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.00