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

被引:0
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作者
Yangyang Zhang
Jian Shen
Xinwei Shi
Yaoqiang Du
Yaofang Niu
Gulei Jin
Zhen Wang
Jianxin Lyu
机构
[1] Bengbu Medical College,Research Center of Blood Transfusion Medicine, Education Ministry Key Laboratory of Laboratory Medicine
[2] Zhejiang Provincial People’s Hospital,undefined
[3] People’s Hospital of Hangzhou Medical College,undefined
[4] The Eye Hospital of Wenzhou Medical University,undefined
[5] Zhejiang Eye Hospital,undefined
[6] Hangzhou Guhe Information and Technology Company,undefined
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关键词
Gastric cancer; 16 S ribosomal RNA; Gut microbiota; Predictive marker;
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摘要
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.
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页码:803 / 814
页数:11
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