| Literature DB >> 27695448 |
Yalda Khosravi1, Mun Fai Loke1, Khean Lee Goh2, Jamuna Vadivelu1.
Abstract
Helicobacter pylori is the dominant species of the human gastric microbiota and is present in the stomach of more than half of the human population worldwide. Colonization by H. pylori causes persistent inflammatory response and H. pylori-induced gastritis is the strongest singular risk factor for the development of gastric adenocarcinoma. However, only a small proportion of infected individuals develop malignancy. Besides H. pylori, other microbial species have also been shown to be related to gastritis. We previously reported that interspecies microbial interaction between H. pylori and S. mitis resulted in alteration of their metabolite profiles. In this study, we followed up by analyzing the changing protein profiles of H. pylori and S. mitis by LC/Q-TOF mass spectrometry to understand the different response of the two bacterial species in a multi-species micro-environment. Differentially-expressed proteins in mono- and co-cultures could be mapped into 18 biological pathways. The number of proteins involve in RNA degradation, nucleotide excision repair, mismatch repair, and lipopolysaccharide (LPS) biosynthesis were increased in co-cultured H. pylori. On the other hand, fewer proteins involve in citrate cycle, glycolysis/ gluconeogenesis, aminoacyl-tRNA biosynthesis, translation, metabolism, and cell signaling were detected in co-cultured H. pylori. This is consistent with our previous observation that in the presence of S. mitis, H. pylori was transformed to coccoid. Interestingly, phosphoglycerate kinase (PGK), a major enzyme used in glycolysis, was found in abundance in co-cultured S. mitis and this may have enhanced the survival of S. mitis in the multi-species microenvironment. On the other hand, thioredoxin (TrxA) and other redox-regulating enzymes of H. pylori were less abundant in co-culture possibly suggesting reduced oxidative stress. Oxidative stress plays an important role in tissue damage and carcinogenesis. Using the in vitro co-culture model, this study emphasized the possibility that pathogen-microbiota interaction may have a protective effect against H. pylori-associated carcinogenesis.Entities:
Keywords: Helicobacter pylori; LC/Q-TOF mass spectrometry; Streptococcus mitis; phosphoglycerate kinase (PGK); thioredoxin (TrxA)
Year: 2016 PMID: 27695448 PMCID: PMC5023670 DOI: 10.3389/fmicb.2016.01462
Source DB: PubMed Journal: Front Microbiol ISSN: 1664-302X Impact factor: 5.640
Figure 1Venn diagram of number of proteins .
KEGG pathway and GO enrichment analysis of .
| HP | hpp00020:Citrate cycle (TCA cycle) | 9 | 6.02 | AcnB, PorD, OorB, GltA, OorA, OorC, PorB, FumC, ICD | 67 | 15 | 2109 | 16.79 | 2.22E−05 | 2.22E−05 | 1.41E−04 |
| HP | hpj00970:Aminoacyl-tRNA biosynthesis | 7 | 5.26 | LeuS, ArgS, AspS, MetG, GatA, GLTX1, AlaS | 67 | 25 | 2109 | 8.81 | 0.02 | <0.01 | 0.10 |
| HP | hpj00010:Glycolysis / Gluconeogenesis | 6 | 4.51 | PorD, FBA, PorB, GAP_2, ENO, JHP_1030 | 67 | 16 | 2109 | 11.80 | 0.02 | <0.01 | 0.11 |
| HP | hpj00230:Purine metabolism | 6 | 3.76 | JHP_1168, ADK, UreA, UreB, GuaB, NDK | 67 | 34 | 2109 | 4.63 | 0.98 | 0.36 | 22.35 |
| HP | hpj05120:Epithelial cell signaling in | 6 | 3.76 | CagY, UreA, UreB, VacA, CagE, ORF15 | 67 | 34 | 2109 | 4.63 | 0.98 | 0.36 | 22.35 |
| HP | hpp03010:Ribosome | 5 | 3.76 | RplI, RplN, RpsA, RplD, RplL | 67 | 49 | 2109 | 3.21 | 0.10 | 0.67 | 56.63 |
| HP | hpj00240:Pyrimidine metabolism | 4 | 3.01 | JHP_1168, NDK, TRXB_2, PyrF | 67 | 35 | 2109 | 3.60 | 1 | 0.70 | 70.95 |
| HP | hpj00030:Pentose phosphate pathway | 3 | 2.26 | FBA, EDD, TktA | 67 | 13 | 2109 | 7.26 | 0.10 | 0.67 | 54.023 |
| HP | hpj00250:Alanine, aspartate and glutamate metabolism | 3 | 2.26 | GlmS, AspB, AspA | 67 | 13 | 2109 | 7.26 | 0.10 | 0.67 | 54.023 |
| HP | hpj00480:Glutathione metabolism | 3 | 2.26 | PepA, GGT, ICD | 67 | 6 | 2109 | 15.74 | 0.93 | 0.28 | 15.46 |
| HP | hpj00620:Pyruvate metabolism | 3 | 2.26 | PorD, PpsA, PorB | 67 | 12 | 2109 | 7.87 | 0.10 | 0.65 | 48.72 |
| HPc | hpj00240:Pyrimidine metabolism | 6 | 13.95 | PyrG, DnaN, TRXB_1, DnaX, RpoB, PNP | 24 | 35 | 2109 | 15.06 | <0.01 | <0.01 | 0.03 |
| HPc | hpj00230:Purine metabolism | 5 | 11.63 | GppA, DnaN, DnaX, RpoB, PNP | 24 | 34 | 2109 | 12.92 | 0.03 | <0.01 | 0.41 |
| HPc | hpj03018:RNA degradation | 4 | 9.30 | RNJ, PPK, RHO, PNP | 24 | 10 | 2109 | 35.15 | <0.01 | <0.01 | 0.13 |
| HPc | hpj03430:Mismatch repair | 3 | 6.98 | JHP_0847, DnaN, DnaX | 24 | 15 | 2109 | 17.58 | 0.51 | 0.11 | 10.59 |
| HPc | hpp00540:Lipopolysaccharide biosynthesis | 3 | 6.98 | KdsB, LpxA, LpxD | 24 | 19 | 2109 | 13.88 | 0.67 | 0.15 | 16.32 |
| HPc | hpj03420:Nucleotide excision repair | 2 | 4.65 | JHP_0847, UvrB | 24 | 9 | 2109 | 19.53 | 0.10 | 0.55 | 63.38 |
KEGG, Kyoto Encyclopedia of Genes and Genomes; HP, H. pylori mono-culture; HPc, H. pylori and S. mitis co-culture. Count, the number of genes associated with this gene set; percentage, calculated by “gene associated with this gene set “/” total number of query genes;” total, the number of genes in query list mapped to any gene set in this ontology; pop hits, the number of genes annotated to this gene set on the background list; pop total, the number of genes on the background list mapped to any gene set in this ontology; fold enrichment, the ratio of the proportions on query genes and the background information which are associated with the gene set; Bonferroni, Bonferroni adjusted p-value; Benjamini, Benjamini adjusted p-value; FDR, FDR adjusted p-value.
List of .
| 50S ribosomal protein L13 (RplM) | smb03010:Ribosome | 2 | 16143 | 0 | 0 | 0 | 0 | 0 | 6.82E+03 | >0.05 | >0.05 | 2.62E−08 |
| UPF0297 protein RN80_02805 | – | 3 | 10227 | 5.15E+02 | 2.78E+02 | 0 | 1.73E+03 | 1.77E+03 | 8.30E+02 | 0.015 | 7.51E−04 | >0.05 |
| Phosphocarrier protein HPr (PtsH) | – | 7 | 8939 | 3.50E+04 | 9.07E+03 | 1.25E+05 | 4.52E+03 | 3.76E+04 | 1.91E+03 | >0.05 | 0.029 | 0.029 |
| Phosphoglycerate kinase (Pgk) | smb00010:Glycolysis/Gluconeogenesis | 3 | 41978 | 0 | 0 | 0 | 1.01E+03 | 8.57E+02 | 7.03E+01 | 0.028 | >0.05 | >0.05 |
Figure 2Relative abundance of (A) PGK and (B) TrxA proteins in mono- and co-cultures. *Denote statistical significant differences with p-value = 0.028 (PGK) and <0.001 (TrxA) compared between mono- and co-cultures by 2-tailed one-way ANOVA.
List of .
| JHP_0156 | – | 2 | 27461 | 2.88E+02 | 6.69E+02 | 1.74E+02 | 1.21E+01 | 3.00E+01 | 3.67E+00 | 3.16E−06 | 8.92E−05 | >0.05 |
| Fructose-bisphosphate aldolase (FBA) | hpj00010:Glycolysis / Gluconeogenesis; | 12 | 33798 | 3.43E+02 | 6.43E+01 | 1.23E+04 | 9.77E+01 | 3.07E+00 | 4.73E+00 | >0.05 | >0.05 | 0.004 |
| Phosphogluconate dehydratase (EDD) | hpj00030:Pentose phosphate pathway | 4 | 66603 | 6.80E+02 | 8.46E+01 | 3.02E+03 | 1.93E+01 | 8.37E+00 | 0 | 6.19E−05 | >0.05 | 0.008 |
| Aconitate hydratase (AcnB) | hpj00020:Citrate cycle (TCA cycle) | 11 | 92742 | 1.05E+03 | 2.02E+03 | 4.26E+03 | 5.37E+01 | 7.87E+01 | 0 | 0.046 | 8.61E−04 | 1.72E−04 |
| Fumarase (FumC) | hpp00020:Citrate cycle (TCA cycle) | 2 | 50920 | 0 | 0 | 1.98E+03 | 0 | 0 | 0 | >0.05 | >0.05 | 0.026 |
| 2-Oxoglutarate oxidoreductase subunit A (OorA) | hpp00020:Citrate cycle (TCA cycle) | 4 | 41573 | 5.16E+02 | 5.96E+01 | 2.94E+03 | 0 | 0 | 0 | >0.05 | >0.05 | 0.025 |
| Isocitrate dehydrogenase (ICD) | hpj00480:Glutathione metabolism; | 7 | 47462 | 6.92E+02 | 7.67E+02 | 1.76E+03 | 9.23E+01 | 3.06E+00 | 0.00E+00 | >0.05 | 9.20E−04 | >0.05 |
| Aminopeptidase (PepA) | hpj00480:Glutathione metabolism | 4 | 54612 | 1.40E+02 | 2.56E+01 | 1.63E+03 | 3.04E+01 | 2.71E+01 | 3.33E+01 | >0.05 | >0.05 | 0.002 |
| Thiol peroxidase (TPX) | K11065 thiol peroxidase, atypical 2-Cys peroxiredoxin [EC:1.11.1.15] | 6 | 18262 | 1.77E+03 | 5.40E+02 | 2.90E+03 | 1.26E+02 | 1.61E+02 | 0 | >0.05 | >0.05 | 0.003 |
| Probable peroxiredoxin (TsaA) | K03386 peroxiredoxin (alkyl hydroperoxide reductase subunit C) [EC:1.11.1.15]; Exosome [BR:hpj04147] | 5 | 22259 | 1.11E+03 | 6.15E+02 | 3.51E+03 | 0 | 0 | 0 | 0.007 | >0.05 | 0.036 |
| Thioredoxin (TrxA) | K03671 thioredoxin 1; Chaperones and folding catalysts [BR:hpj03110] | 9 | 11855 | 1.71E+03 | 8.88E+02 | 1.24E+04 | 1.12E+03 | 9.47E+02 | 5.78E+02 | >0.05 | >0.05 | 9.98E−05 |
| Flavodoxin (FldA) | K03839 flavodoxin I | 9 | 17473 | 8.38E+03 | 4.88E+03 | 3.17E+04 | 3.25E+03 | 1.66E+03 | 6.83E+01 | 0.003 | 0.028 | 2.25E−05 |
| JHP_0216 | K03981 thiol:disulfide interchange protein DsbC [EC:5.3.4.1]; Chaperones and folding catalysts [BR:hpj03110]; Secretion system [BR:hpj02044] | 3 | 29490 | 2.82E+02 | 2.11E+02 | 5.16E+03 | 6.35E+01 | 1.31E+02 | 4.10E+01 | >0.05 | >0.05 | 0.009 |
| 70kDa chaperone (DnaK) | hpj03018:RNA degradation | 9 | 67122 | 3.03E+03 | 3.70E+03 | 4.75E+03 | 3.18E+02 | 0 | 0 | 2.15E−04 | 0.032 | 0.019 |
| JHP_0301 | K07226 heme iron utilization protein | 3 | 28584 | 5.35E+01 | 2.01E+01 | 1.44E+03 | 4.83E+00 | 0 | 0 | >0.05 | >0.05 | 0.037 |
| Response regulator (CheY) | hpj02020:Two-component system; | 5 | 13926 | 5.01E+02 | 1.09E+03 | 2.79E+03 | 0 | 0 | 0 | >0.05 | >0.05 | 0.020 |
| Urease subunit B (UreB) | hpj05120:Epithelial cell signaling in | 8 | 61684 | 4.21E+03 | 1.30E+03 | 7.23E+03 | 1.04E+02 | 0 | 0 | 6.49E−04 | >0.05 | 2.39E−04 |
| Urease subunit A (UreA) | hpj05120:Epithelial cell signaling in | 7 | 26568 | 2.34E+03 | 4.23E+03 | 5.42E+03 | 1.79E+02 | 7.40E+01 | 7.83E+00 | 0.018 | >0.05 | 0.025 |
| 50S Ribosomal protein L7/L12 (RplL) | hpp03010:Ribosome | 2 | 13314 | 3.11E+03 | 1.19E+03 | 3.05E+03 | 0 | 0 | 0 | 1.90E−04 | 0.036 | 0.003 |
| Elongation factor Ts (TSF) | Translation factors [BR:hpj03012] | 2 | 39859 | 0 | 1.44E+02 | 3.55E+02 | 0 | 0 | 0 | >0.05 | >0.05 | 6.01E−04 |
| Elongation factor G (FusA) | Translation factors [BR:hpj03012] | 10 | 77127 | 3.02E+02 | 0 | 2.20E+03 | 3.07E+02 | 4.50E+01 | 9.61E+01 | >0.05 | 0.027 | 0.002 |
| Elongation factor Tu (TUF) | Translation factors [BR:hpj03012]; Exosome [BR:hpj04147] | 10 | 43730 | 4.51E+03 | 1.19E+03 | 9.60E+03 | 0 | 8.83E+00 | 0 | 0.002 | 0.036 | 0.014 |
| GTP-binding protein TypA/BipA homolog (TypA) | K06207 GTP-binding protein | 3 | 66649 | 9.77E+01 | 2.93E+01 | 2.45E+03 | 0 | 6.23E+00 | 0 | >0.05 | 0.026 | 0.023 |