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中国 6-17 岁儿童和青少年长期暴露于 PM 与空腹血糖水平的关系:一项全国性横断面研究。

The relationship between long-term exposure to PM and fasting plasma glucose levels in Chinese children and adolescents aged 6-17 years: A national cross-sectional study.

机构信息

Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China.

Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China.

出版信息

Sci Total Environ. 2020 Mar 25;710:136211. doi: 10.1016/j.scitotenv.2019.136211. Epub 2019 Dec 26.

Abstract

BACKGROUND

Previous studies investigating the association between PM exposure and fasting plasma glucose levels (FPGLs) are mostly limited to short- and mid-term PM exposure and lack adjustments for key confounders in adult research.

OBJECTIVES

Exploring the relationship between seven years long-term PM exposure and FPGLs in Chinese children and adolescents aged 6-17 years.

METHODS

Between September 2013 and December 2013, 16,489 participants aged 6-17 years were recruited using a four-staged, stratified, cluster sampling strategy from 7 provinces, autonomous regions and municipalities of mainland China. A generalized linear mixed model (GLMM) was used to estimate the relationship between annual PM exposure (2007-2013) and FPGLs stratified by sex and one-year age increments. Sociodemographic characteristics, living with both parents, early-life factors, behaviours, and infection symptoms were gradually adjusted from the crude model to regression model 6, and BMI was adjusted for in model 7.

RESULTS

The annual concentration of PM was 56.23 (±12.99) μg/m. The mean FPGLs in the 8551 boys (4.75 mmol/L ± 0.52) was significantly higher than that in the 8194 girls (4.63 mmol/L ± 0.48) (P < 0.0001). In model 6, for every 10 μg/m3 increase in PM exposure, the FPGLs in boys and girls increased by 0.048 (95% CIs 0.031 to 0.065) mmol/L (P < 0.0001) and 0.054 (95% CIs 0.039 to 0.069) mmol/L (P < 0.0001), respectively. The FPGLs were significantly positively associated with long-term PM exposure at the ages of 12, 15 and 16 years in both the boys and girls and exhibited age differences in model 7. The prevalence of impaired fasting plasma glucose (IFP) and diabetes decreased by 0.8% when the exposure concentration of PM was reduced by 10 μg/m in model 6, which assessed the negative effects of PM exposure and revealed that 1,298,920 children and adolescents could have been protected from IFP and diabetes in 2013 in China.

CONCLUSIONS

Long-term PM exposure may be an independent risk factor of elevated FPGLs. The adverse effect of PM exposure on FPGLs in children and adolescents could appear after 10 years of cumulative exposure. The precise intervention time was revealed as approximately 12 and 11 years in boys and girls, respectively. There are great public health implications associated with early prevention strategies for the eradication of the negative effects of long-term exposure to PM on FPGLs.

摘要

背景

先前研究 PM 暴露与空腹血糖水平(FPGL)之间关系的研究大多局限于短期和中期 PM 暴露,并且缺乏成人研究中关键混杂因素的调整。

目的

探讨中国 6-17 岁儿童青少年长达 7 年的 PM 暴露与 FPGL 之间的关系。

方法

2013 年 9 月至 12 月,采用四阶段分层聚类抽样策略,从中国大陆 7 个省、自治区和直辖市招募了 16489 名 6-17 岁的参与者。使用广义线性混合模型(GLMM)来估计 2007-2013 年每年的 PM 暴露与按性别和一岁年龄递增的 FPGL 之间的关系。社会人口特征、与父母同住、生命早期因素、行为和感染症状从粗模型逐渐调整到回归模型 6,模型 7 中调整了 BMI。

结果

PM 年平均浓度为 56.23(±12.99)μg/m3。8551 名男孩的平均 FPGL(4.75±0.52)mmol/L显著高于 8194 名女孩的平均 FPGL(4.63±0.48)mmol/L(P<0.0001)。在模型 6 中,PM 暴露每增加 10μg/m3,男孩和女孩的 FPGL 分别增加 0.048(95%置信区间 0.031 至 0.065)mmol/L(P<0.0001)和 0.054(95%置信区间 0.039 至 0.069)mmol/L(P<0.0001)。男孩和女孩在 12、15 和 16 岁时的 FPGL 与长期 PM 暴露呈显著正相关,且在模型 7 中表现出年龄差异。在模型 6 中,当 PM 暴露浓度降低 10μg/m3 时,空腹血糖受损(IFP)和糖尿病的患病率降低了 0.8%,这表明 PM 暴露具有负面效应,并揭示了 2013 年中国有 1298920 名儿童和青少年可能免受 IFP 和糖尿病的影响。

结论

长期 PM 暴露可能是 FPGL 升高的独立危险因素。PM 暴露对儿童青少年 FPGL 的不良影响可能在 10 年的累积暴露后出现。在男孩和女孩中,精确的干预时间分别约为 12 年和 11 年。对于消除长期 PM 暴露对 FPGL 负面影响的早期预防策略,具有重要的公共卫生意义。

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