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全氟烷基物质、代谢组学分析以及超重和肥胖西班牙裔儿童葡萄糖稳态的改变:概念验证分析。

Perfluoroalkyl substances, metabolomic profiling, and alterations in glucose homeostasis among overweight and obese Hispanic children: A proof-of-concept analysis.

机构信息

Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, United States.

Department of Preventive Medicine, University of Southern California, Los Angeles, CA, United States.

出版信息

Environ Int. 2019 May;126:445-453. doi: 10.1016/j.envint.2019.02.047. Epub 2019 Mar 4.

Abstract

OBJECTIVE

To examine the prospective associations between exposure to perfluoroalkyl substances (PFASs) and longitudinal measurements of glucose metabolism in high-risk overweight and obese Hispanic children.

METHODS

Forty overweight and obese Hispanic children (8-14 years) from urban Los Angeles underwent clinical measures and 2-hour oral glucose tolerance tests (OGTT) at baseline and a follow-up visit (range: 1-3 years after enrollment). Baseline plasma perfluorooctanoic acid (PFOA), perfluorooctane sulfonate (PFOS), perfluorohexane sulfonic acid (PFHxS), and the plasma metabolome were measured by liquid-chromatography with high-resolution mass spectrometry. Multiple linear regression models were used to assess the association between baseline PFASs and changes in glucose homeostasis over follow-up. A metabolome-wide association study coupled with pathway enrichment analysis was performed to evaluate metabolic dysregulation associated with plasma PFASs concentrations. We performed a structural integrated analysis aiming to characterize the joint impact of all factors and to identify latent clusters of children with alterations in glucose homeostasis, based on their exposure and metabolomics profile.

RESULTS

Each ln (ng/ml) increase in PFOA and PFHxS concentrations was associated with a 30.6 mg/dL (95% CI: 8.8-52.4) and 10.2 mg/dL (95% CI: 2.7-17.7) increase in 2-hour glucose levels, respectively. A ln (ng/ml) increase in PFHxS concentrations was also associated with 17.8 mg/dL increase in the glucose area under the curve (95% CI: 1.5-34.1). Pathway enrichment analysis showed significant alterations of lipids (e.g., glycosphingolipids, linoleic acid, and de novo lipogenesis), and amino acids (e.g., aspartate and asparagine, tyrosine, arginine and proline) in association to PFASs exposure. The integrated analysis identified a cluster of children with increased 2-h glucose levels over follow up, characterized by increased PFAS levels and altered metabolite patterns.

CONCLUSIONS

This proof-of-concept analysis shows that higher PFAS exposure was associated with dysregulation of several lipid and amino acid pathways and longitudinal alterations in glucose homeostasis in Hispanic youth. Larger studies are needed to confirm these findings and fully elucidate the underlying biological mechanisms.

摘要

目的

探讨高危超重和肥胖西班牙裔儿童体内全氟烷基物质 (PFAS) 暴露与葡萄糖代谢纵向测量值之间的前瞻性关联。

方法

洛杉矶市区 40 名超重和肥胖的西班牙裔儿童(8-14 岁)在基线和随访时(入组后 1-3 年)进行了临床检查和 2 小时口服葡萄糖耐量试验(OGTT)。通过液相色谱-高分辨率质谱法测量基线血浆全氟辛酸(PFOA)、全氟辛烷磺酸(PFOS)、全氟己烷磺酸(PFHxS)和血浆代谢组。采用多元线性回归模型评估基线 PFAS 与随访期间葡萄糖稳态变化的关系。进行了代谢组关联研究与途径富集分析,以评估与血浆 PFAS 浓度相关的代谢失调。我们进行了结构综合分析,旨在根据其暴露和代谢组学特征,描述所有因素的联合影响,并确定葡萄糖稳态改变的儿童潜在聚类。

结果

PFOA 和 PFHxS 浓度每增加一个 ln(ng/ml),2 小时血糖水平分别增加 30.6mg/dL(95%CI:8.8-52.4)和 10.2mg/dL(95%CI:2.7-17.7)。PFHxS 浓度每增加一个 ln(ng/ml),曲线下面积(AUC)葡萄糖也增加 17.8mg/dL(95%CI:1.5-34.1)。途径富集分析显示,脂质(如糖脂、亚油酸和从头脂肪生成)和氨基酸(如天冬氨酸和天冬酰胺、酪氨酸、精氨酸和脯氨酸)发生显著改变,与 PFASs 暴露有关。综合分析确定了一个在随访期间 2 小时血糖升高的儿童聚类,其特征是 PFAS 水平升高和代谢物模式改变。

结论

这项概念验证分析表明,较高的 PFAS 暴露与西班牙裔青少年中几种脂质和氨基酸途径的失调以及葡萄糖稳态的纵向改变有关。需要更大规模的研究来证实这些发现并充分阐明潜在的生物学机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c40f/6555482/ca727682fac5/nihms-1027698-f0001.jpg

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