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儿童期暴露于空气污染、体重指数轨迹与青年成人胰岛素抵抗

Childhood Exposure to Air Pollution, Body Mass Index Trajectories, and Insulin Resistance Among Young Adults.

作者信息

Guo Fangqi, Chen Xinci, Howland Steve, Niu Zhongzheng, Zhang Lu, Gauderman W James, McConnell Rob, Pavlovic Nathan, Lurmann Fred, Bastain Theresa M, Habre Rima, Breton Carrie V, Farzan Shohreh F

机构信息

Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.

Sonoma Technologies Inc, Petaluma, California.

出版信息

JAMA Netw Open. 2025 Apr 1;8(4):e256431. doi: 10.1001/jamanetworkopen.2025.6431.

Abstract

IMPORTANCE

Emerging evidence suggests that exposure to air pollution affects children's glucose metabolism. However, the underlying mechanisms are not fully understood.

OBJECTIVE

To investigate whether body mass index (BMI; calculated as the weight in kilograms divided by the height in meters squared) growth trajectories mediate the association between traffic-related air pollution (TRAP) and insulin resistance.

DESIGN, SETTING, AND PARTICIPANTS: As part of the Southern California Children's Health Study, the ongoing Meta-Air2 cohort substudy followed up participants from pregnancy to 24 years of age and examined the mediation role of BMI. Cardiometabolic follow-up was initiated as participants transitioned into adulthood. Data from the Meta-Air2 substudy were collected from November 27, 2018, to May 31, 2023.

EXPOSURES

The California Line Source Dispersion Model was used to calculate mean childhood exposure to traffic-related total nitrogen oxides (NOx) from pregnancy to 13 years of age by calculating mean monthly estimates. Traffic density within a 300-m buffer around participants' residence was calculated as a secondary outcome.

MAIN OUTCOMES AND MEASURES

Insulin resistance markers were assessed during the recent visit in young adulthood, including the homeostatic model assessment of insulin resistance (HOMA-IR; calculated from fasting glucose and insulin levels) and glycated hemoglobin (HbA1c) level. Participants' BMI growth trajectories, including BMI at 13 years of age and accelerated BMI growth, were analyzed as potential mediators. Using fully adjusted PROCESS macro mediation models, their role in mediating the association between traffic-related total NOx exposure and insulin resistance was examined with adjustment for demographic characteristics, smoking status, and parental history of diabetes.

RESULTS

Among the 282 participants (mean [SD] age, 24.0 [1.7] years), each 1-SD increase in childhood exposure to traffic-related total NOx was associated with a BMI increase of 0.71 (95% CI, 0.29-1.13) at 13 years of age and adult HOMA-IR increase of 0.55 (95% CI, 0.23-0.87). An estimated mediation effect identified BMI at 13 years of age combined with accelerated BMI growth as accounting for 41.8% of the estimated total effect (β, 0.23; 95% bootstrap CI, 0.01-0.52) between total NOx and HOMA-IR. Similar patterns were observed when exploring traffic density as an exposure or HbA1c level as an outcome.

CONCLUSIONS AND RELEVANCE

In this cohort study of young adults, the long-term association between TRAP and insulin resistance may be partially explained by higher BMI and accelerated BMI growth from early adolescence into young adulthood. These findings highlight the importance of weight management in children, particularly those residing in highly polluted areas.

摘要

重要性

新出现的证据表明,接触空气污染会影响儿童的葡萄糖代谢。然而,其潜在机制尚未完全明确。

目的

探讨体重指数(BMI;计算方法为体重(千克)除以身高(米)的平方)增长轨迹是否介导交通相关空气污染(TRAP)与胰岛素抵抗之间的关联。

设计、地点和参与者:作为南加州儿童健康研究的一部分,正在进行的Meta-Air2队列子研究对从孕期到24岁的参与者进行随访,并研究BMI的中介作用。随着参与者步入成年期,开始进行心脏代谢随访。Meta-Air2子研究的数据收集时间为2018年11月27日至2023年5月31日。

暴露因素

使用加利福尼亚线源扩散模型,通过计算每月平均估计值,来计算从孕期到13岁儿童接触交通相关总氮氧化物(NOx)的平均暴露量。计算参与者住所周围300米缓冲区内的交通密度作为次要结果。

主要结局和测量指标

在成年早期的最近一次访视中评估胰岛素抵抗标志物,包括胰岛素抵抗稳态模型评估(HOMA-IR;根据空腹血糖和胰岛素水平计算)和糖化血红蛋白(HbA1c)水平。分析参与者的BMI增长轨迹,包括13岁时的BMI和BMI加速增长情况,作为潜在的中介因素。使用完全调整的PROCESS宏中介模型,在调整人口统计学特征、吸烟状况和糖尿病家族史后,研究其在介导交通相关总NOx暴露与胰岛素抵抗之间关联中的作用。

结果

在282名参与者(平均[标准差]年龄为24.0[1.7]岁)中,儿童期接触交通相关总NOx每增加1个标准差,13岁时BMI增加0.71(95%置信区间,0.29 - 1.13),成年时HOMA-IR增加0.55(95%置信区间,0.23 - 0.87)。估计的中介效应表明,13岁时的BMI与BMI加速增长共同占总NOx与HOMA-IR之间估计总效应的41.8%(β,0.23;95%自抽样置信区间,0.01 - 0.52)。将交通密度作为暴露因素或HbA1c水平作为结局进行探索时,观察到类似模式。

结论和意义

在这项针对年轻成年人的队列研究中,TRAP与胰岛素抵抗之间的长期关联可能部分由从青春期早期到成年早期较高的BMI和BMI加速增长来解释。这些发现凸显了儿童体重管理的重要性,尤其是对于居住在高污染地区的儿童。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3ab4/12015664/39a369d98888/jamanetwopen-e256431-g001.jpg

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