Shankar Vijay, Homer Daniel, Rigsbee Laura, Khamis Harry J, Michail Sonia, Raymer Michael, Reo Nicholas V, Paliy Oleg
Department of Biochemistry and Molecular Biology, Wright State University, Dayton, OH, USA.
Department of Mathematics and Statistics, Wright State University, Dayton, OH, USA.
ISME J. 2015 Aug;9(8):1899-903. doi: 10.1038/ismej.2014.258. Epub 2015 Jan 30.
The goal of this study was to determine if fecal metabolite and microbiota profiles can serve as biomarkers of human intestinal diseases, and to uncover possible gut microbe-metabolite associations. We employed proton nuclear magnetic resonance to measure fecal metabolites of healthy children and those diagnosed with diarrhea-predominant irritable bowel syndrome (IBS-D). Metabolite levels were associated with fecal microbial abundances. Using several ordination techniques, healthy and irritable bowel syndrome (IBS) samples could be distinguished based on the metabolite profiles of fecal samples, and such partitioning was congruent with the microbiota-based sample separation. Measurements of individual metabolites indicated that the intestinal environment in IBS-D was characterized by increased proteolysis, incomplete anaerobic fermentation and possible change in methane production. By correlating metabolite levels with abundances of microbial genera, a number of statistically significant metabolite-genus associations were detected in stools of healthy children. No such associations were evident for IBS children. This finding complemented the previously observed reduction in the number of microbe-microbe associations in the distal gut of the same cohort of IBS-D children.
本研究的目的是确定粪便代谢物和微生物群谱是否可作为人类肠道疾病的生物标志物,并揭示可能的肠道微生物-代谢物关联。我们采用质子核磁共振技术测量健康儿童以及被诊断为腹泻型肠易激综合征(IBS-D)儿童的粪便代谢物。代谢物水平与粪便微生物丰度相关。使用几种排序技术,基于粪便样本的代谢物谱可以区分健康和肠易激综合征(IBS)样本,并且这种划分与基于微生物群的样本分离一致。个体代谢物的测量表明,IBS-D中的肠道环境具有蛋白水解增加、不完全厌氧发酵以及甲烷产生可能变化的特征。通过将代谢物水平与微生物属的丰度相关联,在健康儿童的粪便中检测到许多具有统计学意义的代谢物-属关联。IBS儿童中没有明显的此类关联。这一发现补充了先前在同一队列的IBS-D儿童远端肠道中观察到的微生物-微生物关联数量减少的情况。