Department of Biology, University of Copenhagen, Copenhagen, Denmark.
Novo Nordisk Foundation Center for Basic Metabolic Research, Section of Metabolic Genetics, University of Copenhagen, Copenhagen, Denmark.
Environ Int. 2019 May;126:454-467. doi: 10.1016/j.envint.2019.02.048. Epub 2019 Mar 4.
Exposure to arsenic and cadmium is common. Epidemiological and animal studies have suggested that exposure to these two heavy metals can cause metabolic health problems, including type 2 diabetes (T2DM). It has been hypothesized that T2DM could be mediated through the gut microbiome and the metabolites it produces. Although many studies have investigated the association between the gut microbiome and T2DM, few have focused on the connection to arsenic and cadmium.
We applied 16S rRNA gene amplicon sequencing and untargeted LC-MS/MS metabolomics to examine the changes in the gut microbiome and metabolite profiles of exposed mice to relevant levels of cadmium and arsenic in the drinking water over two weeks. Cadmium chloride (Cd) exposure significantly changed the mice gut microbiome and resulted in a significantly lower microbial diversity whereas sodium arsenite (As) caused a non-significant decrease in microbial diversity. For Cd and As treatment respectively, we identified 5 and 2 phyla with significant changes and 42 and 24 genera. Bacterial genera that were observed to decline upon both treatments, included several butyrate-producers. Both As and Cd treatment perturbed the metabolome significantly, with 50 ppm Cd compound exposure having the greatest effect when compared to 50 ppm As compound exposure. Two unidentified features were differentially abundant in the As group, while 33 features changed in the Cd group. Differential abundance analysis of all bile acid associated molecular components showed differences under both treatments. Finally, integrative network analysis via bipartite correlation networks suggested that several genera, including the metabolically important Blautia, Eisenbergiella, Clostridium_XlVa, etc. declined in numbers of metabolite interactions.
These results demonstrated that As and Cd exposure caused significant changes to the gut microbiome and metabolome by affecting bile acids, amino acids and taxa associated with metabolic health.
砷和镉的暴露很常见。流行病学和动物研究表明,接触这两种重金属会导致代谢健康问题,包括 2 型糖尿病(T2DM)。据推测,T2DM 可能通过肠道微生物组及其产生的代谢物来介导。尽管许多研究调查了肠道微生物组与 T2DM 之间的关联,但很少有研究关注与砷和镉的联系。
我们应用 16S rRNA 基因扩增子测序和非靶向 LC-MS/MS 代谢组学来检查暴露于饮用水中相关水平的镉和砷的小鼠肠道微生物组和代谢物谱的变化,为期两周。氯化镉(Cd)暴露显著改变了小鼠的肠道微生物组,导致微生物多样性显著降低,而亚砷酸钠(As)则导致微生物多样性非显著降低。对于 Cd 和 As 处理,我们分别鉴定出 5 个和 2 个具有显著变化的门和 42 个和 24 个属。在两种处理下观察到下降的细菌属包括几种丁酸盐生产者。As 和 Cd 处理均显著扰乱了代谢组,与 50ppm As 化合物暴露相比,50ppm Cd 化合物暴露的影响更大。两个未识别的特征在 As 组中差异丰富,而 33 个特征在 Cd 组中变化。所有胆汁酸相关分子成分的差异丰度分析显示,两种处理下均存在差异。最后,通过二部相关网络的综合网络分析表明,包括代谢重要的 Blautia、Eisenbergiella、Clostridium_XlVa 等在内的几个属,其代谢物相互作用的数量减少。
这些结果表明,As 和 Cd 暴露通过影响胆汁酸、氨基酸和与代谢健康相关的分类群,对肠道微生物组和代谢组产生显著影响。