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ABSTRACT: Introduction
Substantial epidemiological evidence suggests that both short- and long-term exposure to fine particulate matter (PM₂.₅) increases cardiovascular disease (CVD) risk. However, uncertainty persists regarding the cardiovascular effects of low-level PM₂.₅ exposure. This study aimed to clarify the association between PM₂.₅ and CVD morbidity in Haikou, China.Methods
A time-series design with Distributed Lag Non-linear Models (DLNMs) was employed to assess the short-term associations between PM₂.₅ exposure and daily CVD-related emergency department (ED) visits across three major hospitals in Haikou (2018-2021), with stratified analyses by sex and age.Results
Among 988,020 total ED visits, 69,099 (7.0%) were CVD-related. Our analyses revealed a distinctive thre
SUBMITTER: Zhang J
PROVIDER: S-EPMC12728070 | biostudies-literature | 2025
REPOSITORIES: biostudies-literature