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胃癌患者的肠道宏基因组分析揭示阿克曼氏菌、γ-变形菌纲和韦荣氏菌属微生物群作为潜在的非侵入性生物标志物。

Gut metagenomic analysis of gastric cancer patients reveals Akkermansia, Gammaproteobacteria, and Veillonella microbiota as potential non-invasive biomarkers.

作者信息

Nath Anju R, Natarajan Jeyakumar

机构信息

Data Mining and Text Mining Laboratory, Department of Bioinformatics, Bharathiar University, Coimbatore, 641 046, India.

出版信息

Genomics Inform. 2024 May 21;22(1):1. doi: 10.1186/s44342-024-00001-8.

Abstract

The goal of the study was to investigate the changes in the gut microbiota during the advancement of gastric cancer (GC) and identify pertinent taxa associated with the disease. We used a public fecal amplicon gastric cancer dataset from the Sequence Retrieval Archive (SRA), of patients with GC, gastritis, and healthy individuals. We did sequence pre-processing, including quality filtering of the sequences. Then, we performed a diversity analysis, evaluating α- and β-diversity. Next, taxonomic composition analysis was performed and the relative abundances of different taxa at the phylum and genus levels were compared between GC, gastritis, and healthy controls. The obtained results were subsequently subjected to statistical validation. To conclude, metagenomic function prediction was carried out, followed by correlation analysis between the microbiota and KEGG pathways. α analysis revealed a significant difference between male and female categories, while β analysis demonstrated significant distinctions between GC, gastritis, and healthy controls, as well as between sexes within the GC and gastritis groups. The statistically confirmed taxonomic composition analysis highlighted the presence of the microbes Bacteroides and Veillonella. Furthermore, through metagenomic prediction analysis and correlation analysis with pathways, three taxa, namely Akkermansia, Gammaproteobacteria, and Veillonella, were identified as potential biomarkers for GC. Additionally, this study reports, for the first time, the presence of two bacteria, Desulfobacteriota and Synergistota, in GC, necessitating further investigation. Overall, this research sheds light on the potential involvement of gut microbiota in GC pathophysiology; however, additional studies are warranted to explore its functional significance.

摘要

本研究的目的是调查胃癌(GC)进展过程中肠道微生物群的变化,并确定与该疾病相关的相关分类群。我们使用了来自序列检索存档(SRA)的公开粪便扩增子胃癌数据集,该数据集包含GC患者、胃炎患者和健康个体。我们进行了序列预处理,包括对序列进行质量过滤。然后,我们进行了多样性分析,评估α多样性和β多样性。接下来,进行了分类组成分析,并比较了GC、胃炎和健康对照之间在门和属水平上不同分类群的相对丰度。随后对获得的结果进行了统计验证。最后,进行了宏基因组功能预测,然后进行了微生物群与KEGG通路之间的相关性分析。α分析显示男性和女性类别之间存在显著差异,而β分析表明GC、胃炎和健康对照之间以及GC和胃炎组内的性别之间存在显著差异。经统计学证实的分类组成分析突出了拟杆菌属和韦荣球菌属微生物的存在。此外,通过宏基因组预测分析和与通路的相关性分析,确定了三个分类群,即阿克曼氏菌属、γ-变形菌纲和韦荣球菌属,作为GC的潜在生物标志物。此外,本研究首次报告了GC中存在两种细菌,即脱硫杆菌门和互养菌门,需要进一步研究。总体而言,本研究揭示了肠道微生物群可能参与GC病理生理学;然而,需要更多的研究来探索其功能意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aaa3/11184957/b615f290d554/44342_2024_1_Fig1_HTML.jpg

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