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肠道微生物群分析作为胃癌患者的预测标志物。

Gut microbiome analysis as a predictive marker for the gastric cancer patients.

作者信息

Zhang Yangyang, Shen Jian, Shi Xinwei, Du Yaoqiang, Niu Yaofang, Jin Gulei, Wang Zhen, Lyu Jianxin

机构信息

Bengbu Medical College, Bengbu, Anhui, China.

Research Center of Blood Transfusion Medicine, Education Ministry Key Laboratory of Laboratory Medicine, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China.

出版信息

Appl Microbiol Biotechnol. 2021 Jan;105(2):803-814. doi: 10.1007/s00253-020-11043-7. Epub 2021 Jan 6.

Abstract

Gut microbiota have been implicated in the development of cancer. Colorectal and gastric cancers, the major gastrointestinal tract cancers, are closely connected with the gut microbiome. Nevertheless, the characteristics of gut microbiota composition that correlate with gastric cancer are unclear. In this study, we investigated gut microbiota alterations during the progression of gastric cancer to identify the most relevant taxa associated with gastric cancer and evaluated the potential of the microbiome as an indicator for the diagnosis of gastric cancer. Compared with the healthy group, gut microbiota composition and diversity shifted in patients with gastric cancer. Different bacteria were used to design a random forest model, which provided an area under the curve value of 0.91. Verification samples achieved a true positive rate of 0.83 in gastric cancer. Principal component analysis showed that gastritis shares some microbiome characteristics of gastric cancer. Chemotherapy reduced the elevated bacteria levels in gastric cancer by more than half. More importantly, we found that the genera Lactobacillus and Megasphaera were associated with gastric cancer.Key Points• Gut microbiota has high sensitivity and specificity in distinguishing patients with gastric cancer from healthy individuals, indicating that gut microbiota is a potential noninvasive tool for the diagnosis of gastric cancer.• Gastritis shares some microbiota features with gastric cancer, and chemotherapy reduces the microbial abundance and diversity in gastric cancer patients.• Two bacterial taxa, namely, Lactobacillus and Megasphaera, are predictive markers for gastric cancer.

摘要

肠道微生物群与癌症的发生有关。结直肠癌和胃癌这两种主要的胃肠道癌症与肠道微生物群密切相关。然而,与胃癌相关的肠道微生物群组成特征尚不清楚。在本研究中,我们调查了胃癌进展过程中的肠道微生物群变化,以确定与胃癌最相关的分类群,并评估微生物群作为胃癌诊断指标的潜力。与健康组相比,胃癌患者的肠道微生物群组成和多样性发生了变化。利用不同的细菌设计了一个随机森林模型,其曲线下面积值为0.91。验证样本在胃癌中的真阳性率达到0.83。主成分分析表明,胃炎与胃癌具有一些微生物群特征。化疗使胃癌中升高的细菌水平降低了一半以上。更重要的是,我们发现乳酸杆菌属和巨球形菌属与胃癌有关。

要点

• 肠道微生物群在区分胃癌患者和健康个体方面具有高敏感性和特异性,表明肠道微生物群是一种潜在的胃癌诊断非侵入性工具。

• 胃炎与胃癌具有一些微生物群特征,化疗可降低胃癌患者的微生物丰度和多样性。

• 乳酸杆菌属和巨球形菌属这两个细菌分类群是胃癌的预测标志物。

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