Associations of PM2.5 Components, Residential Greenness, and Heatwaves with Incident Venous Thromboembolism

AIMS: This study aimed to explore the associations of fine particulate matter (PM2.5) components, residential greenness, and heatwaves with incident venous thromboembolism (VTE). METHODS: This study included 483,610 participants from the UK Biobank (mean age 56.5 years; 54.3% female). Exposures included PM2.5 components (elemental carbon, organic matter, sulfate, ammonium, and nitrate) estimated at a 3×3 km resolution, residential greenness measured by Normalised Difference Vegetation Index within 300 m buffers, and heatwaves defined using multiple temperature thresholds. The outcome was identified through hospital admission and death records. Cox proportional hazards models along with interaction and mediation analyses were fitted. RESULTS: During a median follow-up of 11.83 years, 9,988 incident VTE cases were identified. Each interquartile range increase in exposure to elemental carbon, sulfate, and ammonium was positively associated with VTE risk, with hazard ratios (HRs) and 95% confidence intervals (CIs) of 1.052 (1.005, 1.101), 1.064 (1.001, 1.130), and 1.090 (1.010, 1.176), respectively. Elemental carbon showed the strongest association among these components. Each interquartile range increase in residential greenness was associated with lower VTE risk (HR: 0.944, 95% CI: 0.916, 0.972), with specific PM2.5 components (elemental carbon and ammonium) partly mediating this association. Under different heatwave definitions, the HRs (95% CIs) for incident VTE ranged from 1.149 (1.137, 1.161) to 1.407 (1.396, 1.417). Significant additive interactions with heatwaves under different definitions were identified for sulfate and ammonium, but not consistently for other PM2.5 components or residential greenness, on VTE risk. Genetic factors, assessed by a polygenic risk score, showed significant additive interactions with ammonium and nitrate, as well as a multiplicative interaction with residential greenness, suggesting that genetic susceptibility may modify these associations. CONCLUSIONS: This study identified that exposure to specific PM2.5 components, low residential greenness, and heatwaves were associated with elevated VTE risk.

Authors

Institutions

Publication Details

Journal
European Journal of Preventive Cardiology
Published
2026-09-04
DOI
https://doi.org/10.1093/eurjpc/zwag465
Primary Topic
Climate Change and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Associations of PM2.5 Components, Residential Greenness, and Heatwaves with Incident Venous Thromboembolism

Yaohua Tian, Rui Tang, Xinru Zhao, Peng Xiong et al.
European Journal of Preventive Cardiology
Climate Change and Health Impacts
article

Associations of PM2.5 Components, Residential Greenness, and Heatwaves with Incident Venous Thromboembolism

Yaohua Tian, Rui Tang, Xinru Zhao, Peng Xiong, Wenpu Shao, Ning Chen, Yu Chen, Lei Zheng, Meiqi Xing, Yudiyang Ma
article en

Abstract

AIMS: This study aimed to explore the associations of fine particulate matter (PM2.5) components, residential greenness, and heatwaves with incident venous thromboembolism (VTE). METHODS: This study included 483,610 participants from the UK Biobank (mean age 56.5 years; 54.3% female). Exposures included PM2.5 components (elemental carbon, organic matter, sulfate, ammonium, and nitrate) estimated at a 3×3 km resolution, residential greenness measured by Normalised Difference Vegetation Index within 300 m buffers, and heatwaves defined using multiple temperature thresholds. The outcome was identified through hospital admission and death records. Cox proportional hazards models along with interaction and mediation analyses were fitted. RESULTS: During a median follow-up of 11.83 years, 9,988 incident VTE cases were identified. Each interquartile range increase in exposure to elemental carbon, sulfate, and ammonium was positively associated with VTE risk, with hazard ratios (HRs) and 95% confidence intervals (CIs) of 1.052 (1.005, 1.101), 1.064 (1.001, 1.130), and 1.090 (1.010, 1.176), respectively. Elemental carbon showed the strongest association among these components. Each interquartile range increase in residential greenness was associated with lower VTE risk (HR: 0.944, 95% CI: 0.916, 0.972), with specific PM2.5 components (elemental carbon and ammonium) partly mediating this association. Under different heatwave definitions, the HRs (95% CIs) for incident VTE ranged from 1.149 (1.137, 1.161) to 1.407 (1.396, 1.417). Significant additive interactions with heatwaves under different definitions were identified for sulfate and ammonium, but not consistently for other PM2.5 components or residential greenness, on VTE risk. Genetic factors, assessed by a polygenic risk score, showed significant additive interactions with ammonium and nitrate, as well as a multiplicative interaction with residential greenness, suggesting that genetic susceptibility may modify these associations. CONCLUSIONS: This study identified that exposure to specific PM2.5 components, low residential greenness, and heatwaves were associated with elevated VTE risk.

European Journal of Preventive Cardiology
Tongji Hospital (CN), Huazhong University of Science and Technology (CN)
Openalex Percentile: Top 12%
Climate Change 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.