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评估结构火灾后消防员尿液代谢组的变化:一种非靶向、高分辨率的方法。

Evaluating changes in firefighter urinary metabolomes after structural fires: an untargeted, high resolution approach.

机构信息

Environmental Health Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA.

School of Nutritional Sciences and Wellness, University of Arizona, Tucson, USA.

出版信息

Sci Rep. 2023 Nov 27;13(1):20872. doi: 10.1038/s41598-023-47799-x.

Abstract

Firefighters have elevated rates of urinary tract cancers and other adverse health outcomes, which may be attributable to environmental occupational exposures. Untargeted metabolomics was applied to characterize this suite of environmental exposures and biological changes in response to occupational firefighting. 200 urine samples from 100 firefighters collected at baseline and two to four hours post-fire were analyzed using untargeted liquid-chromatography and high-resolution mass spectrometry. Changes in metabolite abundance after a fire were estimated with fixed effects linear regression, with false discovery rate (FDR) adjustment. Partial least squares discriminant analysis (PLS-DA) was also used, and variable important projection (VIP) scores were extracted. Systemic changes were evaluated using pathway enrichment for highly discriminating metabolites. Metabolome-wide-association-study (MWAS) identified 268 metabolites associated with firefighting activity at FDR q < 0.05. Of these, 20 were annotated with high confidence, including the amino acids taurine, proline, and betaine; the indoles kynurenic acid and indole-3-acetic acid; the known uremic toxins trimethylamine n-oxide and hippuric acid; and the hormone 7a-hydroxytestosterone. Partial least squares discriminant analysis (PLS-DA) additionally implicated choline, cortisol, and other hormones. Significant pathways included metabolism of urea cycle/amino group, alanine and aspartate, aspartate and asparagine, vitamin b3 (nicotinate and nicotinamide), and arginine and proline. Firefighters show a broad metabolic response to fires, including altered excretion of indole compounds and uremic toxins. Implicated pathways and features, particularly uremic toxins, may be important regulators of firefighter's increased risk for urinary tract cancers.

摘要

消防员患尿路癌症和其他健康不良后果的风险增加,这可能归因于环境职业暴露。非靶向代谢组学用于描述这组环境暴露和对职业消防的生物变化。对 100 名消防员在基线和火灾后两到四小时采集的 200 个尿液样本进行了非靶向液相色谱和高分辨率质谱分析。使用固定效应线性回归估计火灾后代谢物丰度的变化,并用错误发现率(FDR)调整。还使用了偏最小二乘判别分析(PLS-DA),并提取了变量重要性投影(VIP)得分。使用高判别代谢物的途径富集评估系统变化。代谢组学全关联研究(MWAS)在 FDR q < 0.05 下确定了 268 种与消防活动相关的代谢物。其中,20 种被高度置信地注释,包括氨基酸牛磺酸、脯氨酸和甜菜碱;吲哚类化合物犬尿氨酸和吲哚-3-乙酸;已知的尿毒症毒素三甲胺氧化物和马尿酸;以及激素 7a-羟睾酮。偏最小二乘判别分析(PLS-DA)还暗示了胆碱、皮质醇和其他激素。显著途径包括尿素循环/氨基基团、丙氨酸和天冬氨酸、天冬氨酸和天冬酰胺、维生素 B3(烟酸和烟酰胺)以及精氨酸和脯氨酸的代谢。消防员对火灾表现出广泛的代谢反应,包括吲哚化合物和尿毒症毒素的排泄改变。涉及的途径和特征,特别是尿毒症毒素,可能是消防员尿路癌症风险增加的重要调节剂。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75b3/10682406/b2302c6fb789/41598_2023_47799_Fig1_HTML.jpg

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