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粪便提取物的代谢组学检测溃疡性结肠炎和肠易激综合征中肠道微生物群代谢活性的改变。

Metabolomics of fecal extracts detects altered metabolic activity of gut microbiota in ulcerative colitis and irritable bowel syndrome.

机构信息

Institute of Food Research, Norwich Research Park, Norwich NR4 7UA, United Kingdom.

出版信息

J Proteome Res. 2011 Sep 2;10(9):4208-18. doi: 10.1021/pr2003598. Epub 2011 Aug 8.

Abstract

(1)H NMR spectroscopy of aqueous fecal extracts has been used to investigate differences in metabolic activity of gut microbiota in patients with ulcerative colitis (UC) (n = 13), irritable bowel syndrome (IBS) (n = 10), and healthy controls (C) (n = 22). Up to four samples per individual were collected over 2 years giving a total of 124 samples. Multivariate discriminant analysis, based on NMR data from all three groups, was able to predict UC and C group membership with good sensitivity and specificity; classification of IBS samples was less successful and could not be used for diagnosis. Trends were detected toward increased taurine and cadaverine levels in UC with increased bile acid and decreased branched chain fatty acids in IBS relative to controls; changes in short chain fatty acids and amino acids were not significant. Previous PCR-denaturing gradient gel electrophoresis (PCR-DGGE) analysis of the same fecal material had shown alterations of the gut microbiota when comparing UC and IBS groups with controls. Hierarchical cluster analysis showed that DGGE profiles from the same individual were stable over time, but NMR spectra were more variable; canonical correlation analysis of NMR and DGGE data partly separated the three groups and revealed a correlation between the gut microbiota profile and metabolite composition.

摘要

(1)应用氢核磁共振(1H NMR)光谱分析技术对溃疡性结肠炎(UC)(n = 13)、肠易激综合征(IBS)(n = 10)和健康对照者(C)(n = 22)粪便提取物的代谢活性进行研究。2 年内每位患者采集 4 次样本,共采集 124 份样本。对来自所有 3 组的 NMR 数据进行多元判别分析,可准确地区分 UC 和 C 组,而对 IBS 样本的分类效果较差,无法用于诊断。与对照组相比,UC 患者的牛磺酸和尸胺水平呈上升趋势,胆汁酸水平升高,支链脂肪酸水平降低;IBS 患者的短链脂肪酸和氨基酸水平无显著变化。先前对相同粪便样本进行的聚合酶链反应-变性梯度凝胶电泳(PCR-DGGE)分析显示,UC 和 IBS 组与对照组相比,肠道微生物群发生了改变。层次聚类分析显示,同一患者的 DGGE 图谱随时间保持稳定,而 NMR 图谱的变异性较大;NMR 和 DGGE 数据的典型相关分析部分分离了 3 组,揭示了肠道微生物群的特征与代谢产物组成之间的相关性。

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