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呼气中癌症的挥发性标志物——它们可能是肠道微生物组的特征吗?

Volatile Markers for Cancer in Exhaled Breath-Could They Be the Signature of the Gut Microbiota?

机构信息

Institute of Clinical and Preventive Medicine, University of Latvia, LV-1586 Riga, Latvia.

Riga East University Hospital, LV-1038 Riga, Latvia.

出版信息

Molecules. 2023 Apr 15;28(8):3488. doi: 10.3390/molecules28083488.

Abstract

It has been shown that the gut microbiota plays a central role in human health and disease. A wide range of volatile metabolites present in exhaled breath have been linked with gut microbiota and proposed as a non-invasive marker for monitoring pathological conditions. The aim of this study was to examine the possible correlation between volatile organic compounds (VOCs) in exhaled breath and the fecal microbiome by multivariate statistical analysis in gastric cancer patients ( = 16) and healthy controls ( = 33). Shotgun metagenomic sequencing was used to characterize the fecal microbiota. Breath-VOC profiles in the same participants were identified by an untargeted gas chromatography-mass spectrometry (GC-MS) technique. A multivariate statistical approach involving a canonical correlation analysis (CCA) and sparse principal component analysis identified the significant relationship between the breath VOCs and fecal microbiota. This relation was found to differ between gastric cancer patients and healthy controls. In 16 cancer cases, 14 distinct metabolites identified from the breath belonging to hydrocarbons, alcohols, aromatics, ketones, ethers, and organosulfur compounds were highly correlated with 33 fecal bacterial taxa (correlation of 0.891, -value 0.045), whereas in 33 healthy controls, 7 volatile metabolites belonging to alcohols, aldehydes, esters, phenols, and benzamide derivatives correlated with 17 bacterial taxa (correlation of 0.871, -value 0.0007). This study suggested that the correlation between fecal microbiota and breath VOCs was effective in identifying exhaled volatile metabolites and the functional effects of microbiome, thus helping to understand cancer-related changes and improving the survival and life expectancy in gastric cancer patients.

摘要

已经证明,肠道微生物群在人类健康和疾病中起着核心作用。呼出的呼吸中存在的广泛挥发性代谢产物与肠道微生物群有关,并被提议作为监测病理状况的非侵入性标志物。本研究的目的是通过对胃癌患者(n=16)和健康对照组(n=33)的多变量统计分析,检查呼出呼吸中的挥发性有机化合物(VOC)与粪便微生物组之间可能存在的相关性。使用 shotgun 宏基因组测序来描述粪便微生物组。通过非靶向气相色谱-质谱(GC-MS)技术鉴定相同参与者的呼吸-VOC 图谱。涉及典范相关分析(CCA)和稀疏主成分分析的多变量统计方法确定了呼吸 VOC 和粪便微生物组之间的显著关系。发现这种关系在胃癌患者和健康对照组之间存在差异。在 16 例癌症病例中,从呼吸中鉴定出的 14 种独特代谢物属于碳氢化合物、醇类、芳烃、酮类、醚类和有机硫化合物,与 33 种粪便细菌类群高度相关(相关性为 0.891,-值 0.045),而在 33 名健康对照中,属于醇类、醛类、酯类、酚类和苯甲酰胺衍生物的 7 种挥发性代谢物与 17 种细菌类群相关(相关性为 0.871,-值 0.0007)。本研究表明,粪便微生物群与呼吸 VOC 之间的相关性可有效识别呼出的挥发性代谢物和微生物组的功能效应,从而有助于了解与癌症相关的变化,并提高胃癌患者的生存率和预期寿命。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e7c/10141340/620390b9a0ca/molecules-28-03488-g001.jpg

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