Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, DHHS, Rockville, MD, USA.
Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands.
Carcinogenesis. 2021 Nov 12;42(11):1326-1336. doi: 10.1093/carcin/bgab089.
Benzene is a recognized hematotoxin and leukemogen; however, its mechanism of action in humans remain unclear. To provide insight into the processes underlying benzene hematotoxicity, we performed high-resolution metabolomic profiling of plasma collected from a cross-sectional study of 33 healthy workers exposed to benzene (median 8-h time-weighted average exposure; 20 ppma), and 25 unexposed controls in Shanghai, China. Metabolic features associated with benzene were identified using a metabolome-wide association study (MWAS) that tested for the relationship between feature intensity and benzene exposure. MWAS identified 478 mass spectral features associated with benzene exposure at false discovery rate < 20%. Comparison to a list of 13 known benzene metabolites and metabolites predicted using a multi-component biotransformation algorithm showed five metabolites were detected, which included the known metabolites phenol and benzene diolepoxide. Metabolic pathway enrichment identified 41 pathways associated with benzene exposure, with altered pathways including carnitine shuttle, fatty acid metabolism, sulfur amino acid metabolism, glycolysis, gluconeogenesis and branched chain amino acid metabolism. These results suggest disruption to fatty acid uptake, energy metabolism and increased oxidative stress, and point towards pathways related to mitochondrial dysfunction, which has previously been linked to benzene exposure in animal models and human studies. Taken together, these results suggest benzene exposure is associated with disruption of mitochondrial pathways, and provide promising, systems biology biomarkers for risk assessment of benzene-induced hematotoxicity in humans.
苯是一种公认的血液毒素和白血病原,但它在人体内的作用机制仍不清楚。为了深入了解苯血液毒性的作用过程,我们对来自中国上海的 33 名接触苯(中位 8 小时时间加权平均暴露;20 ppm)的健康工人和 25 名未接触苯的对照者进行的横断面研究中采集的血浆进行了高分辨率代谢组学分析。使用代谢组学全关联研究(MWAS)来测试特征强度与苯暴露之间的关系,从而确定与苯相关的代谢特征。MWAS 在错误发现率 < 20%的情况下鉴定出 478 个与苯暴露相关的质谱特征。与 13 种已知苯代谢物的列表和使用多组分生物转化算法预测的代谢物进行比较,检测到 5 种代谢物,其中包括已知代谢物苯酚和苯二氧杂环戊二烯。代谢途径富集鉴定出 41 个与苯暴露相关的途径,改变的途径包括肉碱穿梭、脂肪酸代谢、硫氨基酸代谢、糖酵解、糖异生和支链氨基酸代谢。这些结果表明,脂肪酸摄取、能量代谢和氧化应激增加受到干扰,并指向与线粒体功能障碍相关的途径,这与动物模型和人类研究中苯暴露有关。总之,这些结果表明,苯暴露与线粒体途径的破坏有关,并为苯引起的血液毒性的风险评估提供了有前途的系统生物学生物标志物。