Cross-sectional investigation of the effects of atmospheric particulate pollutants on pulmonary nodules in Shijiazhuang, China

Lung cancer is the leading cause of cancer deaths in China, and its incidence is closely related to increasing levels of air pollution. The purpose of this study was to investigate the relationship between atmospheric particulate pollutants (including O<sub>3</sub>, CO, NO<sub>2</sub>, SO<sub>2</sub>, PM<sub>2.5</sub> and PM<sub>10</sub>) of different ages, genders and seasons and pulmonary nodule occurrence in Shijiazhuang city. Using the time series analysis method, focusing on the monthly lag time, the relationship between the concentration of atmospheric particulate pollutants and the incidence of pulmonary nodules was analyzed to understand the effects of pollutants on different demographic and seasonal characteristics. Modest but statistically significant associations were observed between pulmonary nodule detection and atmospheric particulate pollutants. For every IQR increase in monthly concentrations, the relative risks were 1.059 (95% CI 1.006-1.116) for PM<sub>2.5</sub> and 1.117 (95% CI 1.037-1.204) for SO<sub>2</sub>, with a 4 month lag. Converting to standardized 10 µg/m<sup>2</sup> increases, these correspond to 4.8 and 11.6% increases in nodule detection risk, respectively. Slightly stronger associations were observed in women compared to men, and in adults aged 60 and over, though effect sizes were modest with wide confidence intervals. These results suggest potential associations between air pollution exposure and pulmonary nodule detection, though the modest effect sizes and study limitations require cautious interpretation. The observed time-lag patterns and demographic differences may inform future research, but additional prospective studies are needed to establish causal relationships and clinical significance.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-10-29
DOI
https://doi.org/10.1038/s41598-025-19237-7
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cross-sectional investigation of the effects of atmospheric particulate pollutants on pulmonary nodules in Shijiazhuang, China

Ying Li, Xiaopeng Zhang, Bowen Li, Jinguo Yuan et al.
Scientific Reports
Air Quality and Health Impacts
article

Cross-sectional investigation of the effects of atmospheric particulate pollutants on pulmonary nodules in Shijiazhuang, China

Ying Li, Xiaopeng Zhang, Bowen Li, Jinguo Yuan, Chunxiao Wan
article en

Abstract

Lung cancer is the leading cause of cancer deaths in China, and its incidence is closely related to increasing levels of air pollution. The purpose of this study was to investigate the relationship between atmospheric particulate pollutants (including O<sub>3</sub>, CO, NO<sub>2</sub>, SO<sub>2</sub>, PM<sub>2.5</sub> and PM<sub>10</sub>) of different ages, genders and seasons and pulmonary nodule occurrence in Shijiazhuang city. Using the time series analysis method, focusing on the monthly lag time, the relationship between the concentration of atmospheric particulate pollutants and the incidence of pulmonary nodules was analyzed to understand the effects of pollutants on different demographic and seasonal characteristics. Modest but statistically significant associations were observed between pulmonary nodule detection and atmospheric particulate pollutants. For every IQR increase in monthly concentrations, the relative risks were 1.059 (95% CI 1.006-1.116) for PM<sub>2.5</sub> and 1.117 (95% CI 1.037-1.204) for SO<sub>2</sub>, with a 4 month lag. Converting to standardized 10 µg/m<sup>2</sup> increases, these correspond to 4.8 and 11.6% increases in nodule detection risk, respectively. Slightly stronger associations were observed in women compared to men, and in adults aged 60 and over, though effect sizes were modest with wide confidence intervals. These results suggest potential associations between air pollution exposure and pulmonary nodule detection, though the modest effect sizes and study limitations require cautious interpretation. The observed time-lag patterns and demographic differences may inform future research, but additional prospective studies are needed to establish causal relationships and clinical significance.

Scientific ReportsVol. 15(1)
Tianjin Medical University General Hospital (CN), Hebei Meteorological Bureau (CN), Hebei General Hospital (CN), Hebei Normal University (CN)
Openalex Percentile: Top 59%
Air Quality and Health Impacts
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.