| Literature DB >> 31857433 |
Yang Guo1, Yang Zhang1,2, Markus Gerhard2,3,4, Juan-Juan Gao1, Raquel Mejias-Luque2,3,4, Lian Zhang1, Michael Vieth2,5, Jun-Ling Ma1, Monther Bajbouj2,6, Stepan Suchanek2,7, Wei-Dong Liu8, Kurt Ulm2,9, Michael Quante2,6, Zhe-Xuan Li1,2, Tong Zhou1, Roland Schmid2,6, Meinhard Classen2,6, Wen-Qing Li1,2, Wei-Cheng You10,2, Kai-Feng Pan10,2.
Abstract
OBJECTIVE: Gastrointestinal microbiota may be involved in Helicobacter pylori-associated gastric cancer development. The aim of this study was to explore the possible microbial mechanisms in gastric carcinogenesis and potential dysbiosis arising from H. pylori infection.Entities:
Keywords: bacterial interactions; gastric diseases; gastric pre-cancer; helicobacter pylori - treatment
Mesh:
Substances:
Year: 2019 PMID: 31857433 PMCID: PMC7456744 DOI: 10.1136/gutjnl-2019-319696
Source DB: PubMed Journal: Gut ISSN: 0017-5749 Impact factor: 23.059
Figure 1Microbial diversity and community structure in gastric biopsy and stool samples. Box plots showing (A1) increased gastric richness index following successful eradication compared with that of baseline and showing no difference to that of Helicobacter pylori negative subjects; (A2) increased gastric Shannon index following successful eradication compared with that of baseline and showing no difference to that of H. pylori negative subjects. Dissimilarities of microbial community structure in gastric biopsies showing (A3) a significant difference before and after successful eradication; (A4) no change before and after failed treatment; (A5) significant differences when the biopsies after successful or failed treatment were compared with H. pylori negative subjects. Box plots showing (B1) no significant change in faecal richness index before and after anti-H. pylori treatment; (B2) no significant change in faecal Shannon index before and after anti-H. pylori treatment. Dissimilarities of microbial community structure in stool samples showing (B3) a significant difference before and after successful eradication; (B4) a significant difference before and after failed treatment; (B5) marginal difference between after successful eradication and H. pylori negative subjects. aWilcoxon signed-rank test. bLogistic regression adjusted for age, sex and gastric lesion. cPERMANOVA test.
Figure 2Changes in gastrointestinal taxa after anti-Helicobacter pylori treatment. To identify differential microbial taxa after treatment, paired t-tests were performed after arcsine transformation of relative abundance data and Q values were used for multiple testing adjustment with a significance threshold of 0.05. Significantly changed taxa after successful eradication were shown (A) in gastric biopsies at phylum and genus levels with mean relative abundance >1%; (B) in stool samples at all levels with mean relative abundance >1%. Only eight taxa with low baseline abundances (<1%) were changed significantly in stool samples after failed treatment (C).
Significant changes in predicted drug-resistance-related orthologs using KEGG after anti-Helicobacter pylori treatment in stool samples
| Drug-resistance-related orthologs | Alteration trend after treatment | Mean relative frequency before treatment | Mean relative frequency after treatment | Fold change | Q value† |
| Successful eradication group | |||||
| K08164 MFS transporter, DHA1 family, chloramphenicol-resistance protein | ↑ | 4.85E-07 | 1.11E-06 | 2.28 | 0.024 |
| K08221 MFS transporter, aromatic compound/drug exporter family, multidrug-resistance protein | ↑ | 4.79E-07 | 1.08E-06 | 2.26 | 0.026 |
| K03327 multidrug-resistance protein, multidrug and toxin extrusion family | ↓ | 9.64E-04 | 8.26E-04 | 0.86 | 0.011 |
| K03543 multidrug-resistance protein A | ↓ | 2.06E-04 | 1.57E-04 | 0.76 | 0.008 |
| K08169 MFS transporter, DHA2 family, multidrug-resistance protein | ↓ | 1.76E-04 | 1.30E-04 | 0.74 | 0.024 |
| K08223 MFS transporter, fosmidomycin resistance family, fosmidomycin-resistance protein | ↓ | 2.53E-04 | 1.84E-04 | 0.73 | 0.007 |
| Failed treatment group | |||||
| K08164 MFS transporter, DHA1 family, chloramphenicol-resistance protein | ↑ | 4.27E-07 | 1.21E-06 | 2.82 | 0.005 |
| K08221 MFS transporter, aromatic compound/drug exporter family, multidrug-resistance protein | ↑ | 4.01E-07 | 1.17E-06 | 2.92 | 0.005 |
| K02546 methicillin-resistance regulatory protein | ↑ | 1.12E-08 | 4.10E-08 | 3.64 | 0.007 |
| K07681 two-component system, NarL family, vancomycin-resistance sensor histidine kinase VraS(EC:2.7.13.3) | ↑ | 7.10E-07 | 2.56E-06 | 3.61 | 0.007 |
| K08151 MFS transporter, DHA1 family, tetracycline-resistance protein | ↑ | 2.00E-06 | 6.58E-06 | 3.29 | 0.009 |
| K08152 MFS transporter, DHA1 family, multidrug-resistance protein B | ↑ | 9.71E-06 | 1.44E-05 | 1.48 | 0.025 |
| K08153 MFS transporter, DHA1 family, multidrug-resistance protein | ↑ | 3.52E-06 | 7.81E-06 | 2.22 | 0.009 |
| K08161 MFS transporter, DHA1 family, multidrug-resistance protein | ↑ | 3.01E-05 | 5.75E-05 | 1.91 | 0.017 |
| K08170 MFS transporter, DHA2 family, multidrug-resistance protein | ↑ | 3.97E-06 | 1.29E-05 | 3.25 | 0.007 |
| K11814 multidrug-resistance protein EbrA | ↑ | 1.70E-09 | 1.90E-08 | 10.61 | 0.005 |
| K11815 multidrug-resistance protein EbrB | ↑ | 6.52E-09 | 2.77E-08 | 4.21 | 0.020 |
*The fold change was calculated as the ratio of the mean relative frequency after treatment to the mean relative frequency before treatment.
†Paired t-test after arcsine transformation of relative frequency and q values were used after adjustment for multiple comparison by the FDR.
DHA, drug:H+ antiporter; FDR, false discovery rate; KEGG, Kyoto Encyclopedia of Genes and Genomes; MFS, major facilitator superfamily.
Figure 3Gastric microbial dysbiosis is associated with Helicobacter pylori infection and gastric lesions. Box plot showing (A) decreased gastric MDI following successful eradication compared with that of baseline; (B) increased gastric MDIs in CAG and IM/DYS groups compared with that of normal/SG group. Scatter plot showing inverse correlations between (C) gastric MDI and richness index; (D) gastric MDI and Shannon index. aWilcoxon signed-rank test. bLogistic regression adjusted for age, sex and gastric lesion. cKruskal-Wallis test. dSpearman correlation analysis. CAG, chronic atrophic gastritis; DYS, dysplasia; IM, intestinal metaplasia; MDI, Microbial Dysbiosis Index; SG, superficial gastritis.
Figure 4Correlation networks of specific gastric genera in different gastric lesion groups. Spearman correlation analysis was performed to calculate the correlation coefficients (R values) between specific gastric genera. Visualised networks of significant correlations (p<0.05) by Cytoscape V.3.6.1 showed stronger correlation strengths of specific gastric genera in (B) CAG and (C) IM/DYS groups than in (A) normal/SG group. CAG, chronic atrophic gastritis; DYS, dysplasia; IM, intestinal metaplasia; SG, superficial gastritis.