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Gastric Mucosa-Associated Microbial Signatures of Early Gastric Cancer
- Source :
- Frontiers in Microbiology, Frontiers in Microbiology, Vol 11 (2020)
- Publication Year :
- 2020
-
Abstract
- 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 of Helicobacter pylori and the cagA and vacA virulence 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 of MUC1 rs4072037 was associated with an increased abundance of Ochrobactrum. The gastric microbiome altered in EC, which might be attributed in part to host genetic variations, H. pylori infection, bacterial virulence and environmental adaptations. The identified microbial signature could serve as biomarkers for clinical assessment of gastric cancer risk in high-risk patients.
- Subjects :
- Microbiology (medical)
lcsh:QR1-502
Chronic gastritis
microbiome
Single-nucleotide polymorphism
Biology
Ochrobactrum
Microbiology
lcsh:Microbiology
03 medical and health sciences
single nucleotide polymorphisms
Genotype
Gastric mucosa
medicine
CagA
Microbiome
030304 developmental biology
Original Research
0303 health sciences
Helicobacter pylori
030306 microbiology
gastric cancer
medicine.disease
biology.organism_classification
digestive system diseases
Early Gastric Cancer
medicine.anatomical_structure
Subjects
Details
- ISSN :
- 1664302X
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Frontiers in microbiology
- Accession number :
- edsair.doi.dedup.....024585295d818ac557231cb57f8a1721