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中国东部地区短期暴露于细颗粒物成分与糖尿病亚型及相关并发症的死亡风险

Short-term exposure to PM constituents and mortality risks for diabetes subtypes and related complications in eastern China.

作者信息

Zhang Jingjing, Fang Jiaying, Shen Jiajun, Zhang Yalin, Zhang Yunquan, Zheng Hao

机构信息

Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Wuhan University of Science and Technology, Wuhan 430065, China.

Huadu District People's Hospital of Guangzhou, Huadu Institute of Medicine, Guangzhou 510800, China.

出版信息

Environ Int. 2025 Aug;202:109716. doi: 10.1016/j.envint.2025.109716. Epub 2025 Aug 6.

Abstract

BACKGROUND

Although fine particulate matter (PM) pollution is widely linked with diabetes-related morbidity and mortality, research on the short-term effects of its components across diabetes subtypes and complications is limited.

METHODS

We conducted an individual-level time-stratified case-crossover study by investigating over 55 thousand diabetes-related deaths in Jiangsu province of eastern China, between 2016 and 2019. Daily concentrations of total PM and its five primary components, including black carbon (BC), organic matter (OM), nitrate (NO), sulfate (SO), and ammonium (NH) were assigned to each death on case and control days at the residential address. Using conditional logistic regression and weighted quantile sum regression models, we assessed the associations between single and combined exposures to PM components and mortality from overall diabetes, its subtypes, and complications. Population fractions of diabetes deaths attributable to PM and its constituents were estimated using counterfactual analyses.

RESULTS

Each interquartile range (IQR) increase in the 2-day (the current and prior day) moving average of PM components was consistently associated with an elevated risk of overall diabetes mortality. The highest odds ratio (OR) per IQR increase was 1.033 (95 % confidence interval: 1.018, 1.049) for NO (IQR: 10.8 μg/m), followed by 1.030 (1.015, 1.045) for NH (IQR: 6.4 μg/m), 1.027 (1.014, 1.040) for OM (IQR: 7.5 μg/m), 1.025 (1.012, 1.038) for BC (IQR: 1.3 μg/m), and 1.020 (1.006, 1.034) for SO (IQR: 6.3 μg/m). Parallel associations with various PM components were only observed for type 2 diabetes (T2D) instead of type 1 diabetes. Among all diabetic complications, only diabetic nephropathy showed a notable nexus with PM mass and its constituents. Natural cubic smoothing analyses exhibited nearly linear, threshold-free concentration-response relationships between cause-specific diabetes-related mortality risk and PM components. For an IQR-equivalent increase in joint exposure, the estimated mortality ORs were 1.061 (1.033, 1.091) for overall diabetes, 1.065 (1.034, 1.097) for T2D, and 1.076 (1.011, 1.146) for diabetic nephropathy, respectively. Among PM constituents, NO and OM showed the highest estimated weights in the joint exposure model, accounting for over 70 % of the combined effect on diabetes-related mortality. We estimated that 1.55 % (0.45 %, 2.64 %) to 5.44 % (2.99 %, 7.90 %) of overall diabetes-related fatalities could be attributable to exposure to PM constituents.

CONCLUSIONS

Our findings highlight the heightened mortality risks of T2D and diabetic nephropathy associated with short-term exposure to PM constituents. Our findings can aid environmental health policymakers in developing air quality standards for PM constituents and mitigating PM-related loss of life among diabetic patients in China.

摘要

背景

尽管细颗粒物(PM)污染与糖尿病相关的发病率和死亡率广泛相关,但关于其成分对不同糖尿病亚型和并发症的短期影响的研究有限。

方法

我们通过调查2016年至2019年中国东部江苏省超过5.5万例糖尿病相关死亡病例,开展了一项个体水平的时间分层病例交叉研究。将总PM及其五种主要成分(包括黑碳(BC)、有机物(OM)、硝酸盐(NO)、硫酸盐(SO)和铵(NH))的每日浓度分配到每个死亡病例在其居住地址的病例日和对照日。使用条件逻辑回归和加权分位数和回归模型,我们评估了单一和综合暴露于PM成分与总体糖尿病、其亚型和并发症死亡率之间的关联。使用反事实分析估计了可归因于PM及其成分的糖尿病死亡的人群比例。

结果

PM成分的2天(当日和前一日)移动平均值每增加一个四分位数间距(IQR),总体糖尿病死亡率风险就持续升高。每增加一个IQR,最高优势比(OR)分别为:NO(IQR:10.8μg/m)为1.033(95%置信区间:1.018,1.049),其次NH(IQR:6.4μg/m)为1.030(1.015,1.045),OM(IQR:7.5μg/m)为1.027(1.014,1.040),BC(IQR:1.3μg/m)为1.025(1.012,1.038),SO(IQR:6.3μg/m)为1.020(1.006,1.034)。仅在2型糖尿病(T2D)中观察到与各种PM成分的平行关联,而在1型糖尿病中未观察到。在所有糖尿病并发症中,只有糖尿病肾病与PM质量及其成分显示出显著关联。自然立方样条分析显示特定病因的糖尿病相关死亡风险与PM成分之间几乎呈线性、无阈值的浓度-反应关系。对于联合暴露增加一个IQR等效值,总体糖尿病的估计死亡率OR为1.061(1.033,1.091),T2D为1.065(1.034,1.097),糖尿病肾病为1.076(1.011,1.146)。在PM成分中,NO和OM在联合暴露模型中显示出最高的估计权重,占对糖尿病相关死亡率综合影响的70%以上。我们估计,总体糖尿病相关死亡中有1.55%(下限0.45%,上限2.64%)至5.44%(下限2.99%,上限7.90%)可归因于暴露于PM成分。

结论

我们的研究结果突出了短期暴露于PM成分与T2D和糖尿病肾病的更高死亡风险相关。我们的研究结果可以帮助环境卫生政策制定者制定PM成分的空气质量标准,并降低中国糖尿病患者中与PM相关的生命损失。

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