Association Between Long-Term Exposure to Fine Particulate Matter Constituents and Progression of Cerebral Blood Flow Velocity in Beijing: Modifying Effect of Greenness.
Zongkai XuZe HanJinqi WangRui JinZhiwei LiZhiyuan WuZemeng ZhaoShiyun LvXiaoyu ZhaoYueruijing LiuXiu-Hua GuoLixin TaoPublished in: GeoHealth (2023)
Few studies have explored the effects of fine particulate matter (PM 2.5 ) and its constituents on the progression of cerebral blood flow velocity (BFV) and the potential modifying role of greenness. In this study, we investigated the association of PM 2.5 and its constituents, including sulfate (SO 4 2- ), nitrate (NO 3 - ), ammonium (NH 4 + ), organic matter (OM), and black carbon (BC), with the progression of BFV in the middle cerebral artery. Participants from the Beijing Health Management Cohort who underwent at least two transcranial Doppler sonography examinations during 2015-2020 were recruited. BFV change and BFV change rate were used to define the progression of cerebral BFV. Linear mixed effects models were employed to analyze the data, and the weighted quantile sum regression assessed the contribution of PM 2.5 constituents. Additionally, greenness was examined as a modifier. Among the examined constituents, OM exhibited the strongest association with BFV progression. An interquartile range increase in PM 2.5 and OM exposure concentrations was associated with a decrease of -16.519 cm/s (95% CI: -17.837, -15.201) and -15.403 cm/s (95% CI: -16.681, -14.126) in BFV change, and -10.369 cm/s/year (95% CI: -11.387, -9.352) and -9.615 cm/s/year (95% CI: -10.599, -8.632) in BFV change rate, respectively. Furthermore, stronger associations between PM 2.5 and BFV progression were observed in individuals working in areas with lower greenness, those aged under 45 years, and females. In conclusion, reducing PM 2.5 levels in the air, particularly the OM constituent, and enhancing greenness could potentially contribute to the protection of cerebrovascular health.
Keyphrases
- particulate matter
- air pollution
- cerebral blood flow
- healthcare
- middle cerebral artery
- public health
- mental health
- nitric oxide
- essential oil
- organic matter
- magnetic resonance imaging
- brain injury
- subarachnoid hemorrhage
- high resolution
- computed tomography
- electronic health record
- artificial intelligence
- deep learning
- machine learning
- atomic force microscopy
- single molecule
- data analysis
- metal organic framework