Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China.
School of Public Health, The University of Queensland, Herston, Brisbane, Queensland 4006, Australia.
Environ Sci Technol. 2021 May 4;55(9):5636-5647. doi: 10.1021/acs.est.0c06609. Epub 2021 Apr 6.
Evidence of the effects of various particle sizes and constituents on blood biomarkers is limited. We performed a panel study with five repeated measurements in 88 healthy college students in Guangzhou, China between December 2017 and January 2018. Mass concentrations of particles with aerodynamic diameters ≤ 2.5 μm (PM), PM, and PM and number concentrations of particles with aerodynamic diameters ≤ 200 nm (PN) and PN were measured. We used linear mixed-effect models to explore the associations of size-fractionated particulate matter and PM constituents with five blood biomarkers 0-5 days prior to blood collection. We found that an interquartile range (45.9 μg/m) increase in PM concentration was significantly associated with increments of 16.6, 3.4, 12.3, and 8.8% in C-reactive protein (CRP), monocyte chemoattractant protein-1 (MCP-1), soluble vascular cell adhesion molecule-1 (sVCAM-1), and endothelin-1(ET-1) at a 5-day lag, respectively. Similar estimates were observed for PM, PM, PN, and PN. For PM constituents, consistent positive associations were observed between F and sVCAM-1 and CRP and between NH and MCP-1, and negative associations were found between Na and MCP-1 and ET-1, between Cl and MCP-1, and between Mg and sVCAM-1. Our results suggested that both particle size and constituent exposure are significantly associated with circulating biomarkers among healthy Chinese adults. Particularly, PN at a 5-day lag and F and NH are the most associated with these blood biomarkers.
有关各种粒径和成分对血液生物标志物影响的证据有限。我们在中国广州的 88 名健康大学生中进行了一项包含 5 次重复测量的面板研究,时间为 2017 年 12 月至 2018 年 1 月。测量了空气动力学直径≤2.5μm(PM)、PM 和 PM 的颗粒质量浓度以及空气动力学直径≤200nm(PN)和 PN 的颗粒数浓度。我们使用线性混合效应模型来探讨粒径分组颗粒物和 PM 成分与 5 种血液生物标志物在采血前 0-5 天的关联。我们发现,PM 浓度每增加一个四分位距(45.9μg/m),CRP、单核细胞趋化蛋白-1(MCP-1)、可溶性血管细胞黏附分子-1(sVCAM-1)和内皮素-1(ET-1)分别在 5 天滞后时分别增加 16.6%、3.4%、12.3%和 8.8%。对于 PM、PM、PN 和 PN,也观察到类似的估计值。对于 PM 成分,F 和 sVCAM-1 与 CRP 之间以及 NH 和 MCP-1 之间存在一致的正相关,Na 和 MCP-1 与 ET-1 之间、Cl 和 MCP-1 之间以及 Mg 和 sVCAM-1 之间存在负相关。我们的结果表明,颗粒大小和成分暴露都与健康中国成年人的循环生物标志物显著相关。特别是,PN 在 5 天滞后时以及 F 和 NH 与这些血液生物标志物的关联最大。