Greater exposure to PM2.5 and PM10 is associated with a higher BAD score: the Maastricht study

To investigate the associations between exposure to ambient air pollutants and the Belin/Ambrosio Enhanced Ectasia score (BAD score), a tomographic parameter for identifying corneas at risk for ectasia. This prospective cross-sectional study uses data from the Maastricht Study, a population-based cohort of adults aged 40-75 years living in and around Maastricht, the Netherlands. Participants underwent corneal tomography with a Pentacam HR. The BADD score was used to assess keratoconus risk. The annual average concentrations of air pollutants-PM2.5, PM10, nitrogen dioxide (NO₂), and soot-from the Geoscience and Health Cohort Consortium (GECCO) were used. Associations between standardized Z-scores of air pollutants and the BADD score were analysed via multiple linear regression models, adjusting for potential confounders, including age, sex, education, glucose metabolism status, smoking, and alcohol consumption. Data from 6343 eyes were included. Higher concentrations of PM2.5, PM10, and soot were significantly associated with higher BADD scores, indicating an increased risk of keratoconus [PM2.5: β = 0.03, 95% CI: 0.01-0.05; PM10: β = 0.03, 95% CI: 0.01-0.05; soot: β = 0.03, 95% CI: 0.00-0.04]. No significant association was found for NO₂ [stβ (95% CI): NO2 0.01 (-0.02; 0.03)] (p = 0.609). We found a significant influence of type 2 diabetes on the associations between PM2.5 or PM10 and the BADD score (p = 0.037 and p = 0.041, respectively). Our study revealed that exposure to relatively high levels of PM2.5, PM10, and soot are associated with relatively high BADD scores. Our results support the following hypotheses: air pollution is a risk factor for keratoconus, and T2DM may have a potential protective effect on the development of keratoconus.

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Journal
Scientific Reports
Published
2025-12-12
DOI
https://doi.org/10.1038/s41598-025-27471-2
Primary Topic
Corneal surgery and disorders
Type
article
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0.00

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article

Greater exposure to PM2.5 and PM10 is associated with a higher BAD score: the Maastricht study

Tos T. J. M. Berendschot, Sara Mokhtar, Hans Bosma, Carroll A.B. Webers et al.
Scientific Reports
Corneal surgery and disorders
article

Greater exposure to PM2.5 and PM10 is associated with a higher BAD score: the Maastricht study

Tos T. J. M. Berendschot, Sara Mokhtar, Hans Bosma, Carroll A.B. Webers, Rudy M.M.A. Nuijts, Magali M.S. Vandevenne
article en

Abstract

To investigate the associations between exposure to ambient air pollutants and the Belin/Ambrosio Enhanced Ectasia score (BAD score), a tomographic parameter for identifying corneas at risk for ectasia. This prospective cross-sectional study uses data from the Maastricht Study, a population-based cohort of adults aged 40-75 years living in and around Maastricht, the Netherlands. Participants underwent corneal tomography with a Pentacam HR. The BADD score was used to assess keratoconus risk. The annual average concentrations of air pollutants-PM2.5, PM10, nitrogen dioxide (NO₂), and soot-from the Geoscience and Health Cohort Consortium (GECCO) were used. Associations between standardized Z-scores of air pollutants and the BADD score were analysed via multiple linear regression models, adjusting for potential confounders, including age, sex, education, glucose metabolism status, smoking, and alcohol consumption. Data from 6343 eyes were included. Higher concentrations of PM2.5, PM10, and soot were significantly associated with higher BADD scores, indicating an increased risk of keratoconus [PM2.5: β = 0.03, 95% CI: 0.01-0.05; PM10: β = 0.03, 95% CI: 0.01-0.05; soot: β = 0.03, 95% CI: 0.00-0.04]. No significant association was found for NO₂ [stβ (95% CI): NO2 0.01 (-0.02; 0.03)] (p = 0.609). We found a significant influence of type 2 diabetes on the associations between PM2.5 or PM10 and the BADD score (p = 0.037 and p = 0.041, respectively). Our study revealed that exposure to relatively high levels of PM2.5, PM10, and soot are associated with relatively high BADD scores. Our results support the following hypotheses: air pollution is a risk factor for keratoconus, and T2DM may have a potential protective effect on the development of keratoconus.

Scientific ReportsVol. 15(1)
Maastricht University Medical Centre (NL), Maastricht University (NL)
Sanofi, Health Foundation Limburg, Novo Nordisk, Stichting De Weijerhorst, European Regional Development Fund, CARIM School for Cardiovascular Diseases, Universiteit Maastricht, Care and Public Health Research Institute, Universiteit Maastricht, NUTRIM School of Nutrition and Translational Research in Metabolism, Cilag
Openalex Percentile: Top 45%
Corneal surgery and disorders
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