Department of Human Sciences, The Ohio State University, Columbus, Ohio 43210, United States.
James Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, United States.
J Am Soc Mass Spectrom. 2023 Dec 6;34(12):2793-2800. doi: 10.1021/jasms.3c00304. Epub 2023 Nov 27.
The symbiotic relationship between the gut microbial population is capable of regulating numerous aspects of host physiology, including metabolism. Bacteria can modulate the metabolic processes of the host by feeding on nutritional components within the lumen and releasing bioactive components into circulation. Endogenous volatile organic compound (VOC) synthesis is dependent on the availability of precursors found in mammalian metabolism. Herein, we report that microbial-mediated metabolic influences can alter the host volatilome and the prominent volatile changes can be uncovered by a novel volatile analysis technique named secondary electrospray ionization mass spectrometry. Mice were subjected to an antibiotic cocktail to deplete the microbiome and then inoculated with either single strain bacteria or fecal matter transplantation (FMT) to replete the microbial population in the gut. VOC sampling was achieved by using an advanced secondary electrospray ionization (SESI) source that directly mounted onto a Thermo Q-Exactive high-resolution mass spectrometer (HRMS). A principal component analysis summarizing the volatile profiles of the mice revealed independent clustering of each strain of the FMT-inoculated groups, suggesting unique volatile profiles. The Mummichog algorithm uncovered phenylalanine metabolism as a significantly altered metabolic profile in the volatilome of the microbiome-repleted mice. Our results indicated that the systemic metabolic changes incurred by the host are translated to unique volatile profiles correlated to the diversity of the microbial population colonized within the host. It is thus possible to take advantage of SESI-HRMS-based platforms for noninvasive screening of VOCs to determine the contribution of various microbial colonization within human gut that may impact host health.
肠道微生物群的共生关系能够调节宿主生理学的许多方面,包括代谢。细菌可以通过消耗腔道内的营养成分并将生物活性成分释放到循环中,来调节宿主的代谢过程。内源性挥发性有机化合物 (VOC) 的合成取决于哺乳动物代谢中存在的前体物质的可用性。在此,我们报告称,微生物介导的代谢影响可以改变宿主挥发组,并且通过一种名为二次电喷雾电离质谱 (SESI-MS) 的新型挥发性分析技术可以揭示出显著的挥发性变化。我们用抗生素混合物处理小鼠以耗尽微生物群,然后用单一菌株细菌或粪便移植 (FMT) 接种来补充肠道中的微生物群。通过使用直接安装在 Thermo Q-Exactive 高分辨率质谱仪 (HRMS) 上的先进二次电喷雾电离 (SESI) 源来实现 VOC 采样。总结小鼠挥发谱的主成分分析揭示了 FMT 接种组中每个菌株的独立聚类,表明存在独特的挥发谱。Mummichog 算法揭示了苯丙氨酸代谢是微生物群补充小鼠挥发组中发生显著改变的代谢特征。我们的结果表明,宿主发生的系统代谢变化被转化为与宿主内定植的微生物群多样性相关的独特挥发性谱。因此,可以利用基于 SESI-HRMS 的平台进行非侵入性的 VOC 筛选,以确定各种微生物定植对人类肠道健康的影响。