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1.
J Dent Res ; 100(6): 615-622, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33423574

RESUMO

Dental caries is characterized by a dysbiotic shift at the biofilm-tooth surface interface, yet comprehensive biochemical characterizations of the biofilm are scant. We used metabolomics to identify biochemical features of the supragingival biofilm associated with early childhood caries (ECC) prevalence and severity. The study's analytical sample comprised 289 children ages 3 to 5 (51% with ECC) who attended public preschools in North Carolina and were enrolled in a community-based cross-sectional study of early childhood oral health. Clinical examinations were conducted by calibrated examiners in community locations using International Caries Detection and Classification System (ICDAS) criteria. Supragingival plaque collected from the facial/buccal surfaces of all primary teeth in the upper-left quadrant was analyzed using ultra-performance liquid chromatography-tandem mass spectrometry. Associations between individual metabolites and 18 clinical traits (based on different ECC definitions and sets of tooth surfaces) were quantified using Brownian distance correlations (dCor) and linear regression modeling of log2-transformed values, applying a false discovery rate multiple testing correction. A tree-based pipeline optimization tool (TPOT)-machine learning process was used to identify the best-fitting ECC classification metabolite model. There were 503 named metabolites identified, including microbial, host, and exogenous biochemicals. Most significant ECC-metabolite associations were positive (i.e., upregulations/enrichments). The localized ECC case definition (ICDAS ≥1 caries experience within the surfaces from which plaque was collected) had the strongest correlation with the metabolome (dCor P = 8 × 10-3). Sixteen metabolites were significantly associated with ECC after multiple testing correction, including fucose (P = 3.0 × 10-6) and N-acetylneuraminate (p = 6.8 × 10-6) with higher ECC prevalence, as well as catechin (P = 4.7 × 10-6) and epicatechin (P = 2.9 × 10-6) with lower. Catechin, epicatechin, imidazole propionate, fucose, 9,10-DiHOME, and N-acetylneuraminate were among the top 15 metabolites in terms of ECC classification importance in the automated TPOT model. These supragingival biofilm metabolite findings provide novel insights in ECC biology and can serve as the basis for the development of measures of disease activity or risk assessment.


Assuntos
Cárie Dentária , Criança , Pré-Escolar , Estudos Transversais , Cárie Dentária/diagnóstico , Cárie Dentária/epidemiologia , Suscetibilidade à Cárie Dentária , Humanos , Metabolômica , North Carolina/epidemiologia , Prevalência
2.
Sci Rep ; 8(1): 1484, 2018 01 24.
Artigo em Inglês | MEDLINE | ID: mdl-29367728

RESUMO

Understanding the triad of host response, microbiome and disease status is potentially informative for disease prediction, prevention, early intervention and treatment. Using longitudinal assessment of saliva and disease status, we demonstrated that partial least squares modelling of microbial, immunological and clinical measures, grouped children according to future dental disease status. Saliva was collected and dental health assessed in 33 children aged 4 years, and again 1-year later. The composition of the salivary microbiome was assessed and host defence peptides in saliva were quantified. Principal component analysis of the salivary microbiome indicated that children clustered by age and not disease status. Similarly, changes in salivary host defence peptides occurred with age and not in response to, or preceding dental caries. Partial least squares modelling of microbial, immunological and clinical baseline measures clustered children according to future dental disease status. These data demonstrate that isolated evaluation of the salivary microbiome or host response failed to predict dental disease. In contrast, combined assessment of both host response together with the microbiome revealed clusters of health and disease. This type of approach is potentially relevant to myriad diseases that are modified by host-microbiome interactions.


Assuntos
Microbiota , Saliva/microbiologia , Proteínas e Peptídeos Salivares/análise , Doenças Estomatognáticas/diagnóstico , Criança , Pré-Escolar , Feminino , Humanos , Estudos Longitudinais , Masculino , Saúde Bucal , RNA Ribossômico 16S/genética , Saliva/metabolismo , Proteínas e Peptídeos Salivares/metabolismo , Doenças Estomatognáticas/metabolismo , Doenças Estomatognáticas/microbiologia
3.
J Clin Periodontol ; 44 Suppl 18: S23-S38, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-28266108

RESUMO

The microbiological characteristics of both caries and periodontal disease show significant change from those in health. In both instances, there is evidence of co-association of different organisms into consortia. AIM: We review and summarize a number of issues pertinent to the community organization and functional activity of the bacterial populations resident on supra- and subgingival tooth surface and the influence of these populations on disease. METHODS: A literature review was undertaken with a particular emphasis on recent publications involving high-throughput, deep sequencing approaches to the analysis of microbial populations and their functional activity. RESULTS: There is increasing evidence to suggest that both caries and periodontal disease represent dysbiotic states of the oral microbiome. The mode of acquisition of the oral microbial communities may be less passive than previously recognized but once established remains relatively stable within an individual although there are very significant site variations. A repertoire of stable dysbiotic states may occur in both caries and periodontitis involving different microbial community structures with potentially similar functional properties. CONCLUSIONS: The processes which underlie the development and stability of microbial populations in the healthy mouth are fundamental to understanding how these populations are transformed into a dysbiotic state in disease.


Assuntos
Cárie Dentária/microbiologia , Boca/microbiologia , Doenças Periodontais/microbiologia , Disbiose , Humanos , Microbiota , Simbiose
4.
Caries Res ; 47(6): 591-600, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24080530

RESUMO

Current understanding of dental caries considers this disease a demineralization of the tooth tissues due to the acid produced by sugar-fermenting microorganisms. Thus, caries is considered a diet- and pH-dependent process. We present here the first metagenomic analysis of the bacterial communities present at different stages of caries development, with the aim of determining whether the bacterial composition and biochemical profile are specific to the tissue affected. The data show that microbial composition at the initial, enamel-affecting stage of caries is significantly different from that found at subsequent stages, as well as from dental plaque of sound tooth surfaces. Although the relative proportion of Streptococcus mutans increased from 0.12% in dental plaque to 0.72% in enamel caries, Streptococcus mitis and Streptococcus sanguinis were the dominant streptococci in these lesions. The functional profile of caries-associated bacterial communities indicates that genes involved in acid stress tolerance and dietary sugar fermentation are overrepresented only at the initial stage (enamel caries), whereas other genes coding for osmotic stress tolerance as well as collagenases and other proteases enabling dentin degradation are significantly overrepresented in dentin cavities. The results support a scenario in which pH and diet are determinants of the disease during the degradation of enamel, but in dentin caries lesions not only acidogenic but also proteolytic bacteria are involved. We propose that caries disease is a process of varying etiology, in which acid-producing bacteria are the vehicle to penetrate enamel and allow dentin degrading microorganisms to expand the cavity.


Assuntos
Bactérias/classificação , Cárie Dentária/microbiologia , Metagenoma/genética , Ácidos , Bactérias/genética , Proteínas de Bactérias/análise , Candida/classificação , Colagenases/análise , DNA Bacteriano/análise , Cárie Dentária/classificação , Esmalte Dentário/microbiologia , Placa Dentária/microbiologia , Dentina/microbiologia , Sacarose Alimentar/metabolismo , Progressão da Doença , Fermentação/genética , Humanos , Concentração de Íons de Hidrogênio , Lactobacillus/classificação , Osmose , Peptídeo Hidrolases/análise , Prevotella/classificação , Análise de Sequência de DNA , Streptococcus mitis/enzimologia , Streptococcus mitis/isolamento & purificação , Streptococcus mutans/enzimologia , Streptococcus mutans/isolamento & purificação , Streptococcus sanguis/enzimologia , Streptococcus sanguis/isolamento & purificação
5.
J Dent Res ; 92(7): 616-21, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23674263

RESUMO

We aimed to determine the bacterial diversity of different oral micro-niches and to assess whether saliva and plaque samples are representative of oral microbial composition. We took minute samples from each surface of the individual teeth and gingival crevices of two healthy volunteers (112 samples per donor), as well as samples from the tongue dorsum and non-stimulated and stimulated saliva. DNA was extracted from 67 selected samples of each donor, and the 16S rRNA gene was amplified by PCR and pyrosequenced to obtain, on average, over 2,700 reads per sample, which were taxonomically assigned to obtain a geographic map of bacterial diversity at each tooth and sulcus location. Analysis of the data shows considerable differences in bacterial composition between teeth at different intra-oral locations and between surfaces of the same tooth. The most pronounced differences were observed in incisors and canines, where genera like Streptococcus were found at 40% to 70% on the vestibular surfaces but were almost absent on the lingual sides. Saliva samples, especially non-stimulated saliva, were not representative of supra-and subgingival plaque in the two individuals tested. We suggest that more precise sampling is required for the proper determination of oral microbial composition and to relate that diversity to epidemiological, clinical, and etiological parameters.


Assuntos
Bactérias/classificação , Boca/microbiologia , Actinobacillus/classificação , Actinomycetaceae/classificação , Adulto , Dente Pré-Molar/microbiologia , Capnocytophaga/classificação , Dente Canino/microbiologia , DNA Bacteriano/análise , Placa Dentária/microbiologia , Fusobacterium/classificação , Gengiva/microbiologia , Haemophilus/classificação , Humanos , Incisivo/microbiologia , Masculino , Dente Molar/microbiologia , Mucosa Bucal/microbiologia , Palato/microbiologia , Reação em Cadeia da Polimerase , Prevotella/classificação , RNA Bacteriano/análise , RNA Ribossômico 16S/análise , Saliva/microbiologia , Streptococcus/classificação , Língua/microbiologia , Veillonella/classificação , Adulto Jovem
6.
Clin Microbiol Infect ; 18 Suppl 4: 54-7, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22647051

RESUMO

We present the results of an exploratory study of the bacterial communities from the human oral cavity showing the advantages of pyrosequencing complex samples. Over 1.6 million reads from the metagenomes of eight dental plaque samples were taxonomically assigned through a binning procedure. We performed clustering analysis to discern if there were associations between non-caries and caries conditions in the community composition. Our results show a given bacterial consortium associated with cariogenic and non-cariogenic conditions, in agreement with the existence of a healthy oral microbiome and giving support to the idea of dental caries being a polymicrobial disease. The data are coherent with those previously reported in the literature by 16S rRNA amplification, thus giving the chance to link gene functions with taxonomy in further studies involving larger sample numbers.


Assuntos
Metagenoma , Metagenômica/métodos , Boca/microbiologia , Boca/fisiologia , Bactérias/classificação , Bactérias/genética , Biodiversidade , DNA Bacteriano/química , DNA Bacteriano/genética , Humanos , Análise de Sequência de DNA/métodos
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