Analysis of by high-throughput sequencing: Helicobacter pylori infection and salivary microbiome

Yingjie Ji, Xiao Liang, Hong Lu, Yingjie Ji, Xiao Liang, Hong Lu

Abstract

Background: There have been reports of Helicobacter pylori (H. pylori) in the oral cavity and it has been suggested that the oral cavity may be a reservoir for H. pylori reflux from the stomach. High-throughput sequencing was used to assess the structure and composition of oral microbiota communities in individuals with or without confirmed H. pylori infection.

Methods: Saliva samples were obtained from 34 H. pylori infected and 24 H. pylori uninfected subjects. Bacterial genomic DNA was extracted and examined by sequencing by amplification of the 16S rDNA V3-V4 hypervariable regions followed by bioinformatics analysis. Saliva sampling was repeated from 22 of the 34 H. pylori infected subjects 2 months after H. pylori eradication.

Results: High-quality sequences (2,812,659) clustered into 95,812 operational taxonomic units (OTUs; 97% identity). H. pylori was detected in the oral cavity in infected (12/34), uninfected (11/24) and eradicated (15/22) subjects by technique of high-throughput sequencing, occupying 0.0139% of the total sequences. Alpha diversity of H. pylori infected subjects was similar to that of uninfected subjects (Shannon: 1417.58 vs. 1393.60, p > 0.05, ACE: 1491.22 vs. 1465.97, p > 0.05, Chao 1: 1417.58 vs. 1393.60, p > 0.05, t-test). Eradication treatment decreased salivary bacterial diversity (Shannon, p = 0.015, ACE, p = 0.003, Chao 1, p = 0.002, t-test). Beta diversity analysis based on unweighted UniFrac distances showed that the salivary microbial community structure differed between H. pylori infected and uninfected subjects (PERMANOVAR, pseudo-F: 1.49, p = 0.033), as well as before and after H. pylori eradication (PERMANOVAR, pseudo-F: 3.34, p = 0.001). Using LEfSe analysis, 16 differentially abundant genera were defined between infected and uninfected subjects, 12 of which had a further alteration after successful eradication.

Conclusions: Our study using high-throughput sequencing showed that H. pylori was present commonly in the oral cavity with no clear relation to H. pylori infection of the stomach. Both H. pylori infection and eradication therapy caused alterations in community and structure of the oral microbiota.

Trial registration: clinicaltrials.gov, NCT03730766. Registered 2 Nov 2018 - Retrospectively registered, https://ichgcp.net/clinical-trials-registry/NCT03730766" title="See in ClinicalTrials.gov">NCT03730766.

Keywords: 16S rDNA; Helicobacter pylori; High-throughput sequencing; Salivary microbiota.

Conflict of interest statement

The authors declare that they have no competing interests.

Figures

Fig. 1
Fig. 1
Distribution of the predominant bacteria at different taxonomic levels (phylum, class, order, family, and genus). The predominant taxa (> 1% relative abundance) in each level are shown. Red represent P group, green represent N group, and blue represent E group. N = uninfected group, P = infected group, E = eradicated group
Fig. 2
Fig. 2
Principal coordinate analysis (PCoA) of unweighted UniFrac analysis. a. PCoA analysis demonstrated that subjects of P group were significantly different from N group (PERMANOVAR, pseudo-F: 1.49, p = 0.033). N = uninfected group, P = infected group. b. PCoA analysis showed that the overall microbial composition showed significant difference between PE and E group (PERMANOVAR, pseudo-F: 3.34, p = 0.001). E = eradicated group, N = uninfected group, PE = pre-eradicated group
Fig. 3
Fig. 3
Comparison of microbial variations at the genus level, using the LEfSe online tool. a. Histogram of the LDA scores for differentially abundant features among groups. The threshold on the logarithmic LDA score for discriminative features was set to 2.0. N = uninfected group, P = infected group. b. Cladogram for taxonomic representation of significantly differences among groups. Differences are represented in the color of the most abundant taxa (red indicating P group, green indicating N group, and white indicating non-significant). N = uninfected group, P = infected group
Fig. 4
Fig. 4
H. pylori in oral cavity of three groups. Red represent P group, yellow represent N group, and blue represent E group. N = uninfected group, P = infected group, E = eradicated group

References

    1. Malfertheiner P, Megraud F, O'Morain CA, Gisbert JP, Kuipers EJ, Axon AT, et al. Management of Helicobacter pylori infection-the Maastricht V/Florence consensus report. Gut. 2017;66(1):6–30. doi: 10.1136/gutjnl-2016-312288.
    1. Bui D, Brown HE, Harris RB, Oren E. Serologic evidence for fecal-Oral transmission of helicobacter pylori. Am J Trop Med Hyg. 2016;94(1):82–88. doi: 10.4269/ajtmh.15-0297.
    1. Yee JK. Helicobacter pylori colonization of the oral cavity: a milestone discovery. World J Gastroenterol. 2016;22(2):641–648. doi: 10.3748/wjg.v22.i2.641.
    1. Moodley A, Wood NH, Shangase SL. The relationship between periodontitis and diabetes: a brief review. SADJ. 2013;68(6):260, 262-4.
    1. Zhou J, Jiang N, Wang Z, Li L, Zhang J, Ma R, et al. Influences of pH and Iron Concentration on the Salivary Microbiome in Individual Humans with and without Caries. Appl Environ Microbiol. 2017;83(4).
    1. Isola G, Polizzi A, Santonocito S, Alibrandi A, Ferlito S. Expression of salivary and serum malondialdehyde and lipid profile of patients with periodontitis and coronary heart disease. Int J Mol Sci. 2019;20(23):E6061. doi: 10.3390/ijms20236061.
    1. Isola G, Matarese M, Ramaglia L, Iorio-Siciliano V, Cordasco G, Matarese G. Efficacy of a drug composed of herbal extracts on postoperative discomfort after surgical removal of impacted mandibular third molar: a randomized, triple-blind, controlled clinical trial. Clin Oral Investig. 2019;23(5):2443–2453. doi: 10.1007/s00784-018-2690-9.
    1. Eick S, Nydegger J, Bürgin W, Salvi GE, Sculean A, Ramseier C. Microbiological analysis and the outcomes of periodontal treatment with or without adjunctive systemic antibiotics-a retrospective study. Clin Oral Investig. 2018;22(9):3031–3041. doi: 10.1007/s00784-018-2392-3.
    1. Ciric L, Pratten J, Wilson M, Spratt D. Development of a novel multi-triplex qPCR method for the assessment of bacterial community structure in oral populations. Environ Microbiol Rep. 2010;2(6):770–774. doi: 10.1111/j.1758-2229.2010.00183.x.
    1. Chen H, Jiang W. Application of high-throughput sequencing in understanding human oral microbiome related with health and disease. Front Microbiol. 2014;5:508.
    1. Kuczynski J, Stombaugh J, Walters WA, González A, Caporaso JG, Knight R. Using QIIME to analyze 16S rRNA gene sequences from microbial communities. Curr Protoc Bioinformatics 2011. 10.1002/0471250953.bi1007s36.
    1. Edgar RC. Search and clustering orders of magnitude faster than BLAST. Bioinformatics (Oxford, England). 2010. 10.1093/bioinformatics/btq461.
    1. Kuska B. Scientists Launch First Comprehensive Database of Human Oral Microbiome. 2008. .
    1. Bokulich NA, Subramanian S, Faith JJ, Gevers D, Gordon JI, Knight R, et al. Quality-filtering vastly improves diversity estimates from Illumina amplicon sequencing. Nat Methods 2013. 10.1038/nmeth.2276.
    1. Paul D, Kumbhare SV, Mhatre SS, Chowdhury SP, Shetty SA, Marathe NP, et al. Exploration of microbial diversity and community structure of Lonar Lake: the only Hypersaline meteorite crater Lake within basalt rock. Front Microbiol. 2015;6:1553.
    1. Ramette A. Multivariate analyses in microbial ecology. FEMS Microbiol Ecol. 2007;62(2):142–160. doi: 10.1111/j.1574-6941.2007.00375.x.
    1. David IW, Stephen TW, Yi W. Distance-based multivariate analyses confound location and dispersion effects. Methods Ecol Evol. 2012;3(1):89–101. doi: 10.1111/j.2041-210X.2011.00127.x.
    1. Asnicar F, Weingart G, Tickle TL, Huttenhower C, Segata N. Compact graphical representation of phylogenetic data and metadata with GraPhlAn. PeerJ. 2015;3:e1029. doi: 10.7717/peerj.1029.
    1. Segata N, Izard J, Waldron L, Gevers D, Miropolsky L, Garrett WS, et al. Metagenomic biomarker discovery and explanation. Genome Biol. 2011;12(6):R60. doi: 10.1186/gb-2011-12-6-r60.
    1. Schulz C, Schütte K, Koch N, Vilchez-Vargas R, Wos-Oxley ML, Oxley APA, et al. The active bacterial assemblages of the upper GI tract in individuals with and without infection. Gut. 2018. 10.1136/gutjnl-2016-312904.
    1. Abeles SR, Ly M, Santiago-Rodriguez TM, Pride DT. Effects of long term antibiotic therapy on human Oral and fecal Viromes. PLoS One. 2015;10(8):e0134941. doi: 10.1371/journal.pone.0134941.
    1. Mishiro T, Oka K, Kuroki Y, Takahashi M, Tatsumi K, Saitoh T, et al. Oral microbiome alterations of healthy volunteers with proton pump inhibitor. J Gastroenterol Hepatol 2018. 10.1111/jgh.14040.
    1. Nørskov-Lauritsen N. Classification, identification, and clinical significance of Haemophilus and Aggregatibacter species with host specificity for humans. Clin Microbiol Rev 2014. 10.1128/cmr.00103-13.
    1. Shon AS, Bajwa RP, Russo TA. Hypervirulent (hypermucoviscous) Klebsiella pneumoniae: a new and dangerous breed. Virulence. 2013. 10.4161/viru.22718.
    1. Chaucer B, Smith N, Beatty D, Yadav M. Multiple hepatic abscess from : an emerging gastrointestinal microbe. ACG Case Rep J. 2018;5:e70. doi: 10.14309/crj.2018.70.
    1. Wong D, Nielsen TB, Bonomo RA, Pantapalangkoor P, Luna B, Spellberg B. Clinical and pathophysiological overview of Acinetobacter infections: a century of challenges. Clin Microbiol Rev. 2017;30(1):409–447. doi: 10.1128/CMR.00058-16.
    1. Belstrøm D, Sembler-Møller ML, Grande MA, Kirkby N, Cotton SL, Paster BJ, et al. Impact of Oral hygiene discontinuation on Supragingival and salivary microbiomes. JDR Clin Trans Res. 2018;3(1):57–64.
    1. Johnstone J, Nerenberg K, Loeb M. Meta-analysis: proton pump inhibitor use and the risk of community-acquired pneumonia. Aliment Pharmacol Ther. 2010;31(11):1165–1177. doi: 10.1111/j.1365-2036.2010.04284.x.
    1. Jin JS, Touyama M, Yamada S, Yamazaki T, Benno Y. Alteration of a human intestinal microbiota under extreme life environment in the Antarctica. Biol Pharm Bull. 2014;37(12):1899–1906. doi: 10.1248/bpb.b14-00397.
    1. Sugano K, Tack J, Kuipers EJ, Graham DY, El-Omar EM, Miura S, et al. Kyoto global consensus report on helicobacter pylori gastritis. Gut. 2015. .
    1. Zou QH, Li RQ. Helicobacter pylori in the oral cavity and gastric mucosa: a meta-analysis. J Oral Pathol Med 2011. .
    1. Kim SY, Hyun JJ, Jung SW, Koo JS, Yim HJ, Lee SW. Helicobacter pylori recurrence after first- and second-line eradication therapy in Korea: the problem of recrudescence or reinfection. Helicobacter. 2014. .
    1. Sugimoto M, Wu JY, Abudayyeh S, Hoffman J, Brahem H, Al-Khatib K, et al. Unreliability of results of PCR detection of helicobacter pylori in clinical or environmental samples. J Clin Microbiol 2009. .
    1. Ji YJ, Liang X, Lu H. The Salivary Microbiome: Analysis of by Pyrosequencing and the Relationship with Helicobacter pylori Infection. bioRxiv. 2018. . 10.1101/505115.

Source: PubMed

3
Abonner