Association between outdoor air pollutant exposure and refractive error changes: A retrospective clinical practice study

In recent decades, the impact of air pollution on eye health has been emphasized, but the effect of air pollution on changes in refractive error is still unknown. A comprehensive retrospective cohort study was conducted to address this, utilizing the China Medical University Hospital Clinical Research Data Repository (CMUH-CRDR). It included 4,399 participants aged 6-12 years, with 2,166 females and 2,223 males, who visited the ophthalmology department between 2003 and 2019, ensuring a robust and representative sample. The mean age was 7.04 years (± 2.20), and the change in refractive error was highest in subjects aged between 7 and 9. Cumulative exposure to delicate particulate matter (PM<sub>2.5</sub>), carbon monoxide (CO), nitrogen oxides (NOx), ozone (O<sub>3</sub>), and sulfur dioxide (SO<sub>2</sub>) from the index date to the end of the follow-up was calculated to examine the association between air pollutants and myopia progression. The study found a clear dose-effect relationship, as the change in refractive error progressively increased with higher levels of PM<sub>2.5</sub>, CO, and O<sub>3</sub>, with exposure to the highest levels resulting in a considerably significant change (p < 0.05). For every quantile increase in PM<sub>2.5</sub>, CO, NOx, O<sub>3</sub>, and SO<sub>2</sub>, the average change in refractive error decreased by approximately 0.3 D. Among the five air pollutants analyzed, CO had the most significant effect with just one unit increase. PM<sub>2.5</sub> had the most significant impact on refractive error in patients among different age groups (age 5-6, β: - 0.40; age 7-9, β: - 0.47; age 10-12, β: - 0.35). In conclusion, exposure to air pollutants, including PM<sub>2.5</sub>, CO, SO<sub>2</sub>, NOx, and O<sub>3</sub>, increases the risk of myopic progression in children aged between 6 and 12 years old, emphasizing the need for better air quality control measures to protect children's eye health and prevent myopia progression.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-05-14
DOI
https://doi.org/10.1038/s41598-025-01006-1
Citations
1
Primary Topic
Ergonomics and Musculoskeletal Disorders
Type
article
Field-Weighted Citation Impact
2.44

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between outdoor air pollutant exposure and refractive error changes: A retrospective clinical practice study

Ping-Ping Meng, Jamie Jiin-Yi Chen, Hei‐Tung Yip, Lei Wan et al.
1 citations
Scientific Reports
Ergonomics and Musculoskeletal Disorders
2.44
article

Association between outdoor air pollutant exposure and refractive error changes: A retrospective clinical practice study

Ping-Ping Meng, Jamie Jiin-Yi Chen, Hei‐Tung Yip, Lei Wan, Tse-Yen Yang, Peng‐Tai Tien, Ming-Yen Wu, Yu-Te Huang, Hui‐Ju Lin
article en
1 citations

Abstract

In recent decades, the impact of air pollution on eye health has been emphasized, but the effect of air pollution on changes in refractive error is still unknown. A comprehensive retrospective cohort study was conducted to address this, utilizing the China Medical University Hospital Clinical Research Data Repository (CMUH-CRDR). It included 4,399 participants aged 6-12 years, with 2,166 females and 2,223 males, who visited the ophthalmology department between 2003 and 2019, ensuring a robust and representative sample. The mean age was 7.04 years (± 2.20), and the change in refractive error was highest in subjects aged between 7 and 9. Cumulative exposure to delicate particulate matter (PM<sub>2.5</sub>), carbon monoxide (CO), nitrogen oxides (NOx), ozone (O<sub>3</sub>), and sulfur dioxide (SO<sub>2</sub>) from the index date to the end of the follow-up was calculated to examine the association between air pollutants and myopia progression. The study found a clear dose-effect relationship, as the change in refractive error progressively increased with higher levels of PM<sub>2.5</sub>, CO, and O<sub>3</sub>, with exposure to the highest levels resulting in a considerably significant change (p < 0.05). For every quantile increase in PM<sub>2.5</sub>, CO, NOx, O<sub>3</sub>, and SO<sub>2</sub>, the average change in refractive error decreased by approximately 0.3 D. Among the five air pollutants analyzed, CO had the most significant effect with just one unit increase. PM<sub>2.5</sub> had the most significant impact on refractive error in patients among different age groups (age 5-6, β: - 0.40; age 7-9, β: - 0.47; age 10-12, β: - 0.35). In conclusion, exposure to air pollutants, including PM<sub>2.5</sub>, CO, SO<sub>2</sub>, NOx, and O<sub>3</sub>, increases the risk of myopic progression in children aged between 6 and 12 years old, emphasizing the need for better air quality control measures to protect children's eye health and prevent myopia progression.

Scientific ReportsVol. 15(1)
Asia University (TW), China Medical University (TW), China Medical University Hospital (TW)
China Medical University Hospital, Ministry of Science and Technology, Taiwan, China Medical University, Division of Materials Research
Openalex Percentile: Top 13%
Ergonomics and Musculoskeletal Disorders
2.44
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.