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靶向代谢组学研究砷代谢与糖尿病相关结局的关系:来自 Strong Heart Family Study 的初步证据。

Targeted metabolomics to understand the association between arsenic metabolism and diabetes-related outcomes: Preliminary evidence from the Strong Heart Family Study.

机构信息

Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA; Department of Environmental Health & Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.

Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA; Fundación Investigación Clínico de Valencia-INCLIVA, Area of Cardiometabolic and Renal Risk, Valencia, Valencia, Spain; University of Valencia, Department of Statistics and Operational Research, Valencia, Valencia, Spain.

出版信息

Environ Res. 2019 Jan;168:146-157. doi: 10.1016/j.envres.2018.09.034. Epub 2018 Sep 27.

Abstract

BACKGROUND

Inorganic arsenic exposure is ubiquitous and both exposure and inter-individual differences in its metabolism have been associated with cardiometabolic risk. A more efficient arsenic metabolism profile (lower MMA%, higher DMA%) has been associated with reduced risk for arsenic-related health outcomes. This profile, however, has also been associated with increased risk for diabetes-related outcomes.

OBJECTIVES

The mechanism behind these conflicting associations is unclear; we hypothesized the one-carbon metabolism (OCM) pathway may play a role.

METHODS

We evaluated the influence of OCM on the relationship between arsenic metabolism and diabetes-related outcomes (HOMA2-IR, waist circumference, fasting plasma glucose) using metabolomic data from an OCM-specific and P180 metabolite panel measured in plasma, arsenic metabolism measured in urine, and HOMA2-IR and FPG measured in fasting plasma. Samples were drawn from baseline visits (2001-2003) in 59 participants from the Strong Heart Family Study, a family-based cohort study of American Indians aged ≥14 years from Arizona, Oklahoma, and North/South Dakota.

RESULTS

In unadjusted analyses, a 5% increase in DMA% was associated with higher HOMA2-IR (geometric mean ratio (GMR)= 1.13 (95% CI: 1.03, 1.25)) and waist circumference (mean difference=3.66 (0.95, 6.38). MMA% was significantly associated with lower HOMA2-IR and waist circumference. After adjustment for OCM-related metabolites (SAM, SAH, cysteine, glutamate, lysophosphatidylcholine 18.2, and three phosphatidlycholines), associations were attenuated and no longer significant.

CONCLUSIONS

These preliminary results indicate that the association of lower MMA% and higher DMA% with diabetes-related outcomes may be influenced by OCM status, either through confounding, reverse causality, or mediation.

摘要

背景

无机砷暴露普遍存在,其暴露和个体间差异的代谢与心血管代谢风险相关。更有效的砷代谢谱(更低的 MMA%,更高的 DMA%)与降低砷相关健康结果的风险相关。然而,这种谱也与糖尿病相关结果的风险增加有关。

目的

这些相互矛盾的关联背后的机制尚不清楚;我们假设一碳代谢(OCM)途径可能起作用。

方法

我们使用来自特定 OCM 和 P180 代谢物组的代谢组学数据,评估了 OCM 对砷代谢与糖尿病相关结果(HOMA2-IR、腰围、空腹血浆葡萄糖)之间关系的影响,这些数据来自于来自美国印第安人年龄≥14 岁的亚利桑那州、俄克拉荷马州和北/南达科他州的基于家庭的强心家族研究中的基线访问(2001-2003 年)中的血浆中测量的 OCM 和 P180 代谢物组、尿液中测量的砷代谢以及空腹血浆中的 HOMA2-IR 和 FPG。

结果

在未调整的分析中,DMA%增加 5%与更高的 HOMA2-IR(几何平均比(GMR)=1.13(95%CI:1.03,1.25))和腰围(平均差异=3.66(0.95,6.38))相关。MMA%与较低的 HOMA2-IR 和腰围显著相关。在调整与 OCM 相关的代谢物(SAM、SAH、半胱氨酸、谷氨酸、溶血磷脂酰胆碱 18.2 和三种磷脂酰胆碱)后,关联减弱且不再显著。

结论

这些初步结果表明,较低的 MMA%和较高的 DMA%与糖尿病相关结果的关联可能受到 OCM 状态的影响,无论是通过混杂、反向因果关系还是中介。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/289c/6298442/3a73f3fd4fa9/nihms-1509386-f0001.jpg

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