Causal association between PM<sub>2.5</sub> and metabolic syndrome in the Chinese elderly population-insights from a cohort study of CHARLS.

3 C, D, in different regions, there were also differed in the impact of PM 2.5 on the components of metabolic syndrome, with an overall trend of higher effects in the northwest than in the north, and in the north than in the south.

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Globally, the prevalence of metabolic syndrome ranges from 20 to 30%, with an increasing trend in recent years, and is a public health problem that needs to be addressed urgently.

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