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. 2016 Mar 16:8:30112.
doi: 10.3402/jom.v8.30112. eCollection 2016.

Comparative analysis of bacterial profiles in unstimulated and stimulated saliva samples

Affiliations

Comparative analysis of bacterial profiles in unstimulated and stimulated saliva samples

Daniel Belstrøm et al. J Oral Microbiol. .

Abstract

Background and objective: The microbial profiles of stimulated saliva samples have been shown to differentiate between patients with periodontitis, patients with dental caries, and orally healthy individuals. Saliva was stimulated to allow for easy and rapid collection; however, microbial composition may not reflect the more natural, unstimulated state. The purpose of this study was to validate whether stimulated saliva is an adequate surrogate for unstimulated saliva in determining salivary microbiomes.

Design: Unstimulated (n=20) and stimulated (n=20) saliva samples were collected from 20 orally and systemically healthy, non-smoking participants. Salivary bacterial profiles were analyzed by means of the Human Oral Microbe Identification using Next Generation Sequencing (HOMINGS), and statistical analysis was performed using Mann-Whitney test with Benjamini-Hochberg's correction for multiple comparison, cluster analysis, principal component analysis, and correspondence analysis.

Results: From a total of 40 saliva samples, 496 probe targets were identified with a mean number of targets per sample of 203 (range: 146-303), and a mean number of probe targets of 206 and 200 in unstimulated and stimulated saliva samples, respectively (p=0.62). Based on all statistical methods used for this study, the microbial profiles of unstimulated and stimulated saliva samples collected from the same person were not statistically significantly different.

Conclusions: Analysis of bacterial salivary profiles in unstimulated and stimulated saliva samples collected from the same individual showed comparable results. Thus, the results verify that stimulated saliva is an adequate surrogate of unstimulated saliva for microbiome-related studies.

Keywords: HOMINGS; bacteria; saliva.

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Figures

Fig. 1
Fig. 1
Relative abundance of predominant species-level and genus-level probe targets. (a) Relative abundance of the 20 most predominant species-level probe targets in each group. (b) Relative abundance of the 10 most predominant genus-level probe targets in each group.
Fig. 2
Fig. 2
Cluster analysis based on Spearman Rank Correlation. Unstimulated saliva samples, blue; stimulated saliva samples, red. Sample denotation: 1–20 (Individual 1–Individual 20). US, unstimulated saliva sample; S, stimulated saliva sample.
Fig. 3
Fig. 3
Principal component analysis visualized two-dimensionally with axes expressed as the two most crucial components accounting for 59.8% of the variation of the dataset. Sample denotation: 1–20 (Individual 1–Individual 20). Unstimulated saliva samples (blue) and stimulated saliva samples (red).
Fig. 4
Fig. 4
Correspondence analysis visualized two-dimensionally with axes expressed as the two most crucial inertia values accounting for a cumulative inertia of 34.92%. Sample denotation: 1–20 (Individual 1–Individual 20). Unstimulated saliva samples (blue) and stimulated saliva samples (red).
Fig. 5
Fig. 5
Shannon index displaying alpha diversity between microbial profiles of unstimulated and stimulated saliva samples. (a) Collectively among subjects. (b) Within individual subjects.

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References

    1. Dewhirst FE, Chen T, Izard J, Paster BJ, Tanner AC, Yu WH, et al. The human oral microbiome. J Bacteriol. 2010;192:5002–17. - PMC - PubMed
    1. Aas JA, Paster BJ, Stokes LN, Olsen I, Dewhirst FE. Defining the normal bacterial flora of the oral cavity. J Clin Microbiol. 2005;43:5721–32. - PMC - PubMed
    1. Jenkinson HF, Lamont RJ. Oral microbial communities in sickness and in health. Trends Microbiol. 2005;13:589–95. - PubMed
    1. Teles R, Teles F, Frias-Lopez J, Paster B, Haffajee A. Lessons learned and unlearned in periodontal microbiology. Periodontol 2000. 2013;62:95–162. - PMC - PubMed
    1. Wade WG. The oral microbiome in health and disease. Pharmacol Res. 2013;69:137–43. - PubMed

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