Gastric Mucosa-Associated Microbial Signatures of Early Gastric Cancer

被引:38
|
作者
Wang, Lili [1 ]
Xin, Yongning [1 ]
Zhou, Jianhua [1 ]
Tian, Zibin [2 ]
Liu, Chenguang [3 ]
Yu, Xinjuan [1 ]
Meng, Xinying [1 ]
Jiang, Weina [1 ]
Zhao, Shoufeng [1 ]
Dong, Quanjiang [1 ]
机构
[1] Qingdao Univ, Qingdao Municipal Hosp, Dept Gastroenterol, Cent Labs, Qingdao, Peoples R China
[2] Qingdao Univ, Affiliated Hosp, Dept Gastroenterol, Qingdao, Peoples R China
[3] Ocean Univ China, Coll Marine Life Sci, Qingdao, Peoples R China
基金
中国国家自然科学基金;
关键词
microbiome; gastric cancer; Helicobacter pylori; single nucleotide polymorphisms; Ochrobactrum; VACUOLATING CYTOTOXIN ALLELES; HELICOBACTER-PYLORI; COLONIZATION; ERADICATION; REVEALS; RISK;
D O I
10.3389/fmicb.2020.01548
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Alterations in the microbiome are associated with the development of gastric cancer. Our study aimed to identify dysbiotic features in early gastric cancer (EC). The gastric microbiome was assessed in EC (n= 30), advanced gastric cancer (AC) (n= 30), and chronic gastritis (CG) (n= 60). The results demonstrated significant differences in the microbial profile and composition between EC and AC, suggesting alterations associated with gastric cancer progression. Linear discriminant analysis (LDA) effect size (LEfSe) analyses identified 32 bacterial genera that were associated with EC. Functional analyses of the gastric microbiome showed that the production of urease and synthesis of bacterial flagella were weakened in EC, while the glycolysis of fructose and hydrolysis of glycosides were enhanced. A classifier based on a random forest (RF) machine learning algorithm identified a microbial signature that distinguished EC from CG or AC with high accuracy. The correct identification of the signature was further validated in independent cohorts. This signature enriched of bacteria with varied abundance, high degree of bacterial interactions and carcinogenic potentials. Constrained principal coordinate analyses revealed that the presence ofHelicobacter pyloriand thecagAandvacAvirulence genotypes influenced the structure of the gastric microbiome. To determine the impacts of host genetic variations on the gastric microbiome, six previously reported single nucleotide polymorphisms (SNPs) were examined. The minor allele ofMUC1rs4072037 was associated with an increased abundance ofOchrobactrum. The gastric microbiome altered in EC, which might be attributed in part to host genetic variations,H. pyloriinfection, bacterial virulence and environmental adaptations. The identified microbial signature could serve as biomarkers for clinical assessment of gastric cancer risk in high-risk patients.
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页数:14
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