探索颗粒物(PM)及其成分浓度改变对2型糖尿病发病风险以及血糖和血脂指标的影响:中国西北的一项队列研究

Exploring the effects of altered concentrations of PM and its constituents on the incidence risk of type 2 diabetes mellitus and glucose and lipid indicators: a cohort study in Northwestern China.

作者信息

Wang Minzhen, Sang Chen, He Yinqian, Chen Hao, Jia Jia, Zheng Shan

机构信息

Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, No. 199 Donggang West Road, Lanzhou, 730000, China.

Yuzhong District Center for Disease Control and Prevention, Chongqing, 400000, China.

出版信息

BMC Public Health. 2025 Sep 2;25(1):3030. doi: 10.1186/s12889-025-24282-y.

Abstract

BACKGROUND

Exposure to fine particulate matter (PM) and its constituents (SO, NO, NH, OM, BC) is strongly linked to the incidence of diabetes. This study aimed to assess the health benefits of improved air quality on the incidence risk of type 2 diabetes mellitus (T2DM).

METHODS

Data from 19,884 participants in the Jinchang Cohort were analyzed. The concentration levels of PM and its constituents were obtained from the China Air Pollution Tracking (TAP) dataset. The effects of reduced pollutant concentrations on the risk of T2DM and glucose and lipid indicators were assessed via Cox proportional hazards models and generalized linear models (GLMs). Exposure‒response relationships were plotted, with subgroup analyses by sex and age. The combined effects of multiple pollutants were also evaluated.

RESULTS

A decrease in the concentration of mixed pollutants was significantly associated with a reduced risk of T2DM (HR = 0.57, 95% CI: 0.52,0.62), as well as significantly lower levels of fasting plasma glucose variation (ΔFPG; β = -0.62, 95% CI: -0.79, -0.45), total cholesterol variation (ΔTC; β = -0.62, 95% CI: -0.98, -0.26), triglyceride variation (ΔTG; β = -5.08, 95% CI: -6.76, -3.40), and low-density lipoprotein cholesterol variation (ΔLDL-C; β = -3.99, 95% CI: -4.42, -3.55). In comparison, similar inverse associations were also observed in single-pollutant models. The effects appeared to be slightly stronger among females and older adults than among males and younger individuals.

CONCLUSION

Reductions in the concentrations of PM and its constituents were significantly associated with a lower risk of T2DM and improvements in glucose and lipid metabolism, particularly for decreases in mixed pollutant concentrations. Subgroup analyses suggested that women and older adults may be the primary beneficiaries of improved air qualities.

摘要

背景

接触细颗粒物(PM)及其成分(SO、NO、NH、有机物质、黑碳)与糖尿病的发病率密切相关。本研究旨在评估空气质量改善对2型糖尿病(T2DM)发病风险的健康益处。

方法

分析了金昌队列中19884名参与者的数据。PM及其成分的浓度水平来自中国空气污染追踪(TAP)数据集。通过Cox比例风险模型和广义线性模型(GLM)评估污染物浓度降低对T2DM风险以及血糖和血脂指标的影响。绘制了暴露-反应关系图,并按性别和年龄进行亚组分析。还评估了多种污染物的联合效应。

结果

混合污染物浓度的降低与T2DM风险降低显著相关(风险比[HR]=0.57,95%置信区间[CI]:0.52,0.62),同时空腹血糖变化水平(ΔFPG;β=-0.62,95%CI:-0.79,-0.45)、总胆固醇变化水平(ΔTC;β=-0.62,95%CI:-0.98,-0.26)、甘油三酯变化水平(ΔTG;β=-5.08,95%CI:-6.76,-3.40)和低密度脂蛋白胆固醇变化水平(ΔLDL-C;β=-3.99,95%CI:-4.42,-3.55)也显著降低。相比之下,在单污染物模型中也观察到了类似的负相关关系。女性和老年人的效应似乎比男性和年轻人略强。

结论

PM及其成分浓度的降低与T2DM风险降低以及血糖和脂质代谢改善显著相关,尤其是混合污染物浓度的降低。亚组分析表明,女性和老年人可能是空气质量改善的主要受益者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/585c/12406466/179c0cb4f237/12889_2025_24282_Fig1_HTML.jpg

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