Long-term exposure to PM1 and liver cancer mortality: Insights into the role of smaller particulate fractions

Long-term exposure to PM1 and liver cancer mortality: Insights into the role of smaller particulate fractions

Particulate matter (PM) is a recognized carcinogen, but the effects of PM1 on liver cancer remain underexplored. This study investigates the long-term association between PM1 and liver cancer mortality, as well as the contribution of smaller particles relative to larger PM effects. Data on 244,558 l...

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Bibliographic Details
Main Authors: Ting Gan, Jie Chu, Hilary Bambrick, Xiaolei Guo, Wenbiao Hu
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Ecotoxicology and Environmental Safety
Subjects:
PM1
Liver cancer
Long term
Bayesian spatiotemporal model
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S0147651325008073
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