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Karched M, Alyahya A, Khalaf ME, Bhardwaj RG, Al-Sane M, Qudeimat MA. Comparative analysis of salivary cytokine profiles and oral microbial composition in caries-active and caries-free children. J Dent 2025; 154:105611. [PMID: 39921084 DOI: 10.1016/j.jdent.2025.105611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 01/21/2025] [Accepted: 02/02/2025] [Indexed: 02/10/2025] Open
Abstract
AIM This study aimed to evaluate salivary cytokine levels and the prevalence of cariogenic bacterial species in children with active dental caries compared to caries-free peers. METHODS This cross-sectional study involved forty randomly selected children aged 7-9 years, who were divided into caries-active or caries-free groups. DNA was extracted from supragingival plaque using the DNeasy kit and analysed. Microbial profiling was conducted using HOMINGS 16S rRNA gene sequencing. Saliva samples were also collected and analysed using multiplex cytokine bead assays on the Luminex system to assess cytokine levels. RESULTS The caries-active group exhibited significantly higher relative abundance of genera Leptotrichia, Veillonella, and Kingella (p < 0.05). At the species level, Streptococcus sanguinis, Leptotrichia shahii, Streptococcus mutans, Leptotrichia sp. HOT_498, TM7[G-1] sp. HOT_346, Rothia dentocariosa were significantly enriched in the caries-active group. In females, IL-15 and IL-1β were significantly elevated in the caries-active group, with no cytokine differences observed in males or overall levels. The relative abundance of Leptotrichia shahii, Streptococcus mutans, Streptococcus sanguinis, TM7[G-1] sp. HOT_346, Abiotrophia defectiva, and Rothia dentocariosa significantly correlated with cytokines, including Aggrecan, BAFF, CD-40L, IL-1β, IL-5, IL-8, IL-11, IL-15, IL-17, IL-23, IL-28A, MIP-3α, Pentraxin 3, and TNF-α. In the caries-free group, only Leptotrichia hongkongensis showed a significant association with IL-10. CONCLUSION Distinct microbiome differences at both the genus and species levels were observed between caries-active and caries-free groups. Salivary cytokine levels were similar between the groups, except for higher IL-15 and IL-1β in females from the caries-active group. Correlations between bacteria and cytokines in the caries-active group highlight the need for further research on the microbiome-immune interaction in caries development. CLINICAL SIGNIFICANCE Microbiome profiles, cytokine levels, and their potential correlation in caries-active children suggest that further study and understanding of these factors could help identify individuals at higher risk for caries and guide preventive care.
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Affiliation(s)
- Maribasappa Karched
- Department of Biological Sciences, College of Dentistry, Kuwait University, Jabryia, Kuwait
| | - Asma Alyahya
- Department of Developmental and Preventive Sciences, College of Dentistry, Kuwait University, Jabryia, Kuwait
| | - Mai E Khalaf
- Department of General Dental Practice, College of Dentistry, Kuwait University, Jabryia, Kuwait
| | - Radhika Guleri Bhardwaj
- Department of Biotechnology, School of Arts & Science. American International University, Kuwait
| | - Mona Al-Sane
- Department of Developmental and Preventive Sciences, College of Dentistry, Kuwait University, Jabryia, Kuwait
| | - Muawia Abdalla Qudeimat
- Department of Developmental and Preventive Sciences, College of Dentistry, Kuwait University, Jabryia, Kuwait.
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Mazurel D, Brandt BW, Boomsma M, Crielaard W, Lagerweij M, Exterkate RAM, Deng DM. Streptococcus mutans and Caries: A Systematic Review and Meta-Analysis. J Dent Res 2025:220345241303880. [PMID: 39895020 DOI: 10.1177/00220345241303880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025] Open
Abstract
It has been questioned whether Streptococcus mutans can still be considered the major etiological agent for caries. The main argument is that most evidence has been based on single-species identification. The composition of the oral microbiome was not analyzed. This systemic review aims to assess the prevalence and abundance of S. mutans in caries-active (CA) and caries-free (CF) subjects based on clinical studies in which the microbiome was investigated. Three databases (PubMed, Cochrane, Embase) were searched until May 22, 2023, for eligible publications that included CA and CF subjects and reported the detection of both S. mutans and the oral microbial community, using DNA-based methods. The clinical and microbial outcomes were summarized and further analyzed using a random-effects model. Of 22 eligible studies, 3 were excluded due to the high risk of bias. In the remaining 19 studies, 16 reported the prevalence of S. mutans, 11 reported its relative abundance, and 8 reported both parameters. The prevalence of S. mutans in CA was either similar to (n = 4) or higher than (n = 12) the CF group. The reported relative abundance in CA was higher than CF in all 11 studies, although the values varied from 0.001% to 5%. Meta-analysis confirmed the significance of these findings. The summary of microbial community data did not reveal other caries-associated bacterial genera/species than S. mutans. In conclusion, the collected evidence based on microbiome studies suggests a strong association between the prevalence and abundance of S. mutans and caries experience. While the cariogenic role of S. mutans in the oral ecosystem should be recognized, its actual function warrants further exploration.
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Affiliation(s)
- D Mazurel
- Department of Preventive Dentistry, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - B W Brandt
- Department of Preventive Dentistry, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - M Boomsma
- Department of Preventive Dentistry, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - W Crielaard
- Department of Preventive Dentistry, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - M Lagerweij
- Department of Cariology, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - R A M Exterkate
- Department of Preventive Dentistry, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - D M Deng
- Department of Preventive Dentistry, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, Noord-Holland, The Netherlands
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Zelasko S, Swaney MH, Sandstrom S, Lee KE, Dixon J, Riley C, Watson L, Godfrey JJ, Ledrowski N, Rey F, Safdar N, Seroogy CM, Gern JE, Kalan L, Currie C. Early-life upper airway microbiota are associated with decreased lower respiratory tract infections. J Allergy Clin Immunol 2025; 155:436-450. [PMID: 39547283 DOI: 10.1016/j.jaci.2024.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 10/29/2024] [Accepted: 11/04/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND Microbial interactions mediating colonization resistance play key roles within the human microbiome, shaping susceptibility to infection from birth. The role of the nasal and oral microbiome in the context of early life respiratory infections and subsequent allergic disease risk remains understudied. OBJECTIVES Our aim was to gain insight into microbiome-mediated defenses and respiratory pathogen colonization dynamics within the upper respiratory tract during infancy. METHODS We performed shotgun metagenomic sequencing of nasal (n = 229) and oral (n = 210) microbiomes from our Wisconsin Infant Study Cohort at age 24 months and examined the influence of participant demographics and exposure history on microbiome composition. Detection of viral and bacterial respiratory pathogens by RT-PCR and culture-based studies with antibiotic susceptibility testing, respectively, to assess pathogen carriage was performed. Functional bioassays were used to evaluate pathogen inhibition by respiratory tract commensals. RESULTS Participants with early-life lower respiratory tract infection were more likely to be formula fed, attend day care, and experience wheezing. Composition of the nasal, but not oral, microbiome associated with prior lower respiratory tract infection, namely lower alpha diversity, depletion of Prevotella, and enrichment of Moraxella catarrhalis including drug-resistant strains. Prevotella originating from healthy microbiomes had higher biosynthetic gene cluster abundance and exhibited contact-independent inhibition of M catarrhalis. CONCLUSIONS These results suggest interbacterial competition affects nasal pathogen colonization. This work advances understanding of protective host-microbe interactions occurring in airway microbiomes that alter infection susceptibility in early life.
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Affiliation(s)
- Susan Zelasko
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wis; Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wis.
| | - Mary Hannah Swaney
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wis; Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wis
| | - Shelby Sandstrom
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wis
| | - Kristine E Lee
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wis
| | - Jonah Dixon
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Colleen Riley
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Lauren Watson
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Jared J Godfrey
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Naomi Ledrowski
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Federico Rey
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wis
| | - Nasia Safdar
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis; William S. Middleton Memorial Veterans Affairs Hospital, Madison, Wis
| | - Christine M Seroogy
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - James E Gern
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis; Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Lindsay Kalan
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wis; Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis; M. G. DeGroote Institute for Infectious Disease Research, David Braley Centre for Antibiotic Discovery, Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Cameron Currie
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wis; M. G. DeGroote Institute for Infectious Disease Research, David Braley Centre for Antibiotic Discovery, Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada.
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Choi Y, Jeong J, Han Y, Han M, Yu B, Han K. Exploring Competitive Relationship Between Haemophilus parainfluenzae and Mitis Streptococci via Co-Culture-Based Molecular Diagnosis and Metabolomic Assay. Microorganisms 2025; 13:279. [PMID: 40005646 PMCID: PMC11857835 DOI: 10.3390/microorganisms13020279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 12/29/2024] [Accepted: 01/24/2025] [Indexed: 02/27/2025] Open
Abstract
Various bacterial strains with nitrate-reducing capacity (NRC), such as Haemophilus, Actinomyces, and Neisseria, are known to promote NH3 production, control pH in the oral cavity, and inhibit the growth of aciduric bacteria. However, experimental evidence on various estimated bacterial networks within the salivary microbiome is insufficient. This study aims to explore potential bacterial compositional competition observed within saliva samples from dental caries patients through a co-culture assay of mitis Streptococci, which is a primary colonizer in the salivary microbiome, and nitrate-reducing bacteria Haemophilus parainfluenzae. We investigated bacterial growth efficiency change by co-culture time using the qRT-PCR method. In addition, we applied LC/Q-TOF-based metabolites screening to confirm metabolic interactions between oral bacterial species and their association with dental caries from a metabolomics perspective. As a result, we first found that the nitrate reduction ability of H. parainfluenzae is maintained even in a co-culture environment with the mitis Streptococci group through a nitrate reduction test. However, nitrate reduction efficiency was hindered when compared with monoculture-based nitrate reduction test results. Next, we designed species-specific primers, and we confirmed by qRT-PCR that there is an obvious competitive relationship in growth efficiency between H. parainfluenzae and two mitis Streptococci (S. australis and S. sanguinis). Furthermore, although direct effects of nitrate reduction on competition have not been identified, we have potentially confirmed through LC/Q-TOF-based metabolite screening analysis that the interaction of various metabolic compounds synthesized from mitis Streptococci is driving inter-strain competition. In particular, we constructed a basic reference core-metabolites list to understand the metabolic network between each target bacterial species (H. parainfluenzae and mitis Streptococci) within the salivary microbiome, which still lacks accumulated research data. Ultimately, we suggest that our data have potential value to be referenced in further metagenomics and metabolomics-based studies related to oral health care.
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Affiliation(s)
- Yeseul Choi
- Department of Microbiology, College of Bio-Convergence, Dankook University, Cheonan 31116, Republic of Korea; (Y.C.); (Y.H.); (M.H.)
| | - Jinuk Jeong
- Smart Animal Bio Institute, Dankook University, Cheonan 31116, Republic of Korea;
- Center for Bio-Medical Core Facility, Dankook University, Cheonan 31116, Republic of Korea
| | - Youngjong Han
- Department of Microbiology, College of Bio-Convergence, Dankook University, Cheonan 31116, Republic of Korea; (Y.C.); (Y.H.); (M.H.)
| | - Miyang Han
- Department of Microbiology, College of Bio-Convergence, Dankook University, Cheonan 31116, Republic of Korea; (Y.C.); (Y.H.); (M.H.)
| | - Byungsun Yu
- Department of Biomedical Sciences, College of Bio-Convergence, Dankook University, Cheonan 31116, Republic of Korea;
| | - Kyudong Han
- Department of Microbiology, College of Bio-Convergence, Dankook University, Cheonan 31116, Republic of Korea; (Y.C.); (Y.H.); (M.H.)
- Smart Animal Bio Institute, Dankook University, Cheonan 31116, Republic of Korea;
- Center for Bio-Medical Core Facility, Dankook University, Cheonan 31116, Republic of Korea
- Department of Human Microbiome Research HuNbiome Co., Ltd., R&D Center, Seoul 08507, Republic of Korea
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Yuan H, Chlipala GE, Bangash HI, Meenakshi R, Chen D, Trivedi HM, DiPietro LA, Gajendrareddy P, Chen L. Dynamics of Human Palatal Wound Healing and the Associated Microbiome. J Dent Res 2025; 104:97-105. [PMID: 39629949 DOI: 10.1177/00220345241288761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2024] Open
Abstract
Wound healing in the oral mucosa is superior to that in the skin, with faster wound closure accompanied by reduced inflammation, less angiogenesis, and minimal scar formation. A well-characterized oral wound model is critical to investigating the mechanisms of oral wound closure and the efficacy of various clinical interventions. Currently, there are a few human oral wound models, although none of them are well characterized. In the present study, we describe and characterize a human hard palate wound healing model. A 3.5-mm circular and two 1 × 5-mm rectangular full-thickness wounds were made in the first and second molar region, 5 mm from the gingival margin, on the hard palate of human subjects. The circular wound was used to monitor wound closure and collect swabs for a microbiome analysis via 16s rRNA sequencing. The rectangular wounds were biopsied and the tissue was used to evaluate the gene expression of wound healing-related mediators by real-time polymerase chain reaction. Saliva was also collected to examine the protein levels of similar molecules by enzyme-linked immunosorbent assays. Circular wounds were nearly closed on day 7 after wounding. Significant changes in the gene expression of inflammatory cytokines, growth factors, antimicrobial peptides, and extracellular matrix-related molecules were identified in day 1 and day 3 wound tissue and compared with unwounded tissue on day 0. Changes in the protein levels of various mediators were limited in the saliva. In addition, alpha diversity, beta diversity, and differential microbiome analysis demonstrated significant changes in bacterial colonization of the wound surface over time compared with unwounded mucosa. In summary, we comprehensively characterize a human hard palate wound-healing model that details the dynamic changes of wound closure, levels of wound healing-related mediators in the wound and saliva, and the oral wound microbiome.
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Affiliation(s)
- H Yuan
- Department of Periodontics, College of Dentistry, University of Illinois Chicago, Chicago, IL, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois Chicago, Chicago, IL, USA
| | - G E Chlipala
- Research Informatics Core, University of Illinois Chicago, Chicago, IL, USA
| | - H I Bangash
- Department of Periodontics, College of Dentistry, University of Illinois Chicago, Chicago, IL, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois Chicago, Chicago, IL, USA
| | - R Meenakshi
- Department of Periodontics, College of Dentistry, University of Illinois Chicago, Chicago, IL, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois Chicago, Chicago, IL, USA
| | - D Chen
- Colgate-Palmolive Company, Piscataway, NJ, USA
| | - H M Trivedi
- Colgate-Palmolive Company, Piscataway, NJ, USA
| | - L A DiPietro
- Department of Periodontics, College of Dentistry, University of Illinois Chicago, Chicago, IL, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois Chicago, Chicago, IL, USA
| | - P Gajendrareddy
- Department of Periodontics, College of Dentistry, University of Illinois Chicago, Chicago, IL, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois Chicago, Chicago, IL, USA
| | - L Chen
- Department of Periodontics, College of Dentistry, University of Illinois Chicago, Chicago, IL, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois Chicago, Chicago, IL, USA
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Veneruso I, Mennitti C, Gentile A, Di Bonito G, Ulisse J, Scarano C, Lombardo B, Terracciano D, Pero R, D'Alicandro G, Frisso G, D'Argenio V, Scudiero O. Effect of elite sport activity on salivary microbiota: The case of water polo. Heliyon 2024; 10:e40663. [PMID: 39654779 PMCID: PMC11626788 DOI: 10.1016/j.heliyon.2024.e40663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 10/30/2024] [Accepted: 11/22/2024] [Indexed: 12/12/2024] Open
Abstract
It has been well established that the human gut microbiota plays a pivotal role in humans' health, since it is involved in nutrients' uptake, vitamins' synthesis, energy harvest, inflammatory modulation, and host immune responses. Moreover, gut microbiota alterations have been associated to an increasing number of diseases and its composition can be affected by several factors, including physical exercise. In particular, it has been reported that intense physical activity can induce metabolic changes which translate in alterations of specific biomarkers that can lead to the onset of infections, inflammation and hepatic or kidney disorders. Recently, the oral microbiota has shown its relevance not only for the health of oral cavity but also for human host's health, emerging as an ecological niche with a great potential for the study of gut microbiome alterations due also to its accessibility respect to other tracts that can be inferred through fecal samples analysis. Thus, the purpose of this study has been to assess the effect of intense physical activity, i.e., elite water polo, on the human salivary microbiota. Thirteen professional water polo players and nineteen sedentary controls were recruited for this study. The salivary microbiota analysis was performed in oral rinse collected from both controls and athletes three months after the beginning of the agonist season. Our results showed significant differences in the salivary microbiota between athletes and controls. In particular, three species, namely Oribacterium sinus, Oribacterium parvum and Oribacterium asaccharolyticum, were found to be significantly increased in the water polo players compared to controls. Even if these data have to be further validated, also to assess the role of these identified species, they strengthen the hypothesis that elite sports can influence and alter the status of the gut microbiota. Moreover, the saliva is confirmed as a suitable sample for microbiome evaluations that may improve athletes' status evaluation and monitoring.
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Affiliation(s)
- Iolanda Veneruso
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
- CEINGE-Biotecnologie Avanzate Franco Salvatore, via G. Salvatore 486, 80145, Naples, Italy
| | - Cristina Mennitti
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
| | - Alessandro Gentile
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
| | - Gennaro Di Bonito
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
- CEINGE-Biotecnologie Avanzate Franco Salvatore, via G. Salvatore 486, 80145, Naples, Italy
| | - Jacopo Ulisse
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
| | - Carmela Scarano
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
- CEINGE-Biotecnologie Avanzate Franco Salvatore, via G. Salvatore 486, 80145, Naples, Italy
| | - Barbara Lombardo
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
- CEINGE-Biotecnologie Avanzate Franco Salvatore, via G. Salvatore 486, 80145, Naples, Italy
| | - Daniela Terracciano
- Department of Translational Medical Sciences, University of Naples Federico II, 80131, Naples, Italy
| | - Raffaela Pero
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
- Task Force on Microbiome Studies, University of Naples Federico II, 80100, Naples, Italy
| | - Giovanni D'Alicandro
- Department of Neuroscience and Rehabilitation, Center of Sports Medicine and Disability, AORN, Santobono-Pausillipon, 80122, Naples, Italy
| | - Giulia Frisso
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
- CEINGE-Biotecnologie Avanzate Franco Salvatore, via G. Salvatore 486, 80145, Naples, Italy
| | - Valeria D'Argenio
- CEINGE-Biotecnologie Avanzate Franco Salvatore, via G. Salvatore 486, 80145, Naples, Italy
- Task Force on Microbiome Studies, University of Naples Federico II, 80100, Naples, Italy
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Open University, via di Val Cannuta 247, 00166, Roma, Italy
| | - Olga Scudiero
- Department of Molecular Medicine and Medical Biotechnologies, Federico II University, Via Sergio Pansini 5, 80131, Napoli, Italy
- CEINGE-Biotecnologie Avanzate Franco Salvatore, via G. Salvatore 486, 80145, Naples, Italy
- Task Force on Microbiome Studies, University of Naples Federico II, 80100, Naples, Italy
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Pagnussatti MEL, de Barros Santos HS, Parolo CCF, Hilgert JB, Arthur RA. Oral microbiota: Taxonomic composition and functional profile in caries-free and in caries-affected individuals - A systematic review. Arch Oral Biol 2024; 168:106070. [PMID: 39226678 DOI: 10.1016/j.archoralbio.2024.106070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 08/18/2024] [Accepted: 08/20/2024] [Indexed: 09/05/2024]
Abstract
OBJECTIVE To compare the oral microbiota among caries-free (CF) with caries-affected (CA) individuals, both at taxonomic and at functional levels. DESIGN This systematic review was conducted following PRISMA guidelines. A structured search was carried out in MEDLINE/PUBMED, Web of Science, EMBASE, LILACS, SciELO, Scopus and Google Scholar databases up to September, 2023. Observational studies, without any restriction on date of publication and using next-generation targeted or untargeted sequencing methods for identification of microbial communities were included. Qualitative synthesis was performed from all included studies. RESULTS 54 studies were included (43 cross-sectional; 11 cohort) comprising more than 3486 participants (at least 1666 CF and 1820 CA) whose saliva and/or dental plaque were used as clinical samples. Methodological quality was graded as "fair" for most of the studies. The abundance of 87 bacterial and 44 fungal genera were statistically different among CF and CA individuals. Atopobium spp., Capnocytophaga spp., Lactobacillus spp., Prevotella spp., Scardovia spp., Selenomonas spp. among others were frequently reported as being more abundant in CA individuals. Several functional patterns, such as lipids, carbohydrate, starch, sucrose, amino sugar metabolisms, among others, were identified as being specifically related to CF or to CA conditions. CONCLUSION In spite of the variability among the included studies and of the predominance of qualitative synthesis, groups of microorganisms as well as specific functional profiles coded by the assessed microbiota are differently abundant among caries-affected and caries-free individuals. These results need to be interpreted with caution considering the limitations inherent to each assessed primary study.
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Affiliation(s)
- Maria Eduarda Lisbôa Pagnussatti
- Preventive and Community Dentistry Department, Dental School, Federal University of Rio Grande do Sul (UFRGS), Ramiro Barcelos, 2492, Porto Alegre 90035-003, Brazil.
| | - Heitor Sales de Barros Santos
- Preventive and Community Dentistry Department, Dental School, Federal University of Rio Grande do Sul (UFRGS), Ramiro Barcelos, 2492, Porto Alegre 90035-003, Brazil.
| | - Clarissa Cavalcanti Fatturi Parolo
- Preventive and Community Dentistry Department, Dental School, Federal University of Rio Grande do Sul (UFRGS), Ramiro Barcelos, 2492, Porto Alegre 90035-003, Brazil.
| | - Juliana Balbinot Hilgert
- Preventive and Community Dentistry Department, Dental School, Federal University of Rio Grande do Sul (UFRGS), Ramiro Barcelos, 2492, Porto Alegre 90035-003, Brazil; National Council for Research and Development (CNPq).
| | - Rodrigo Alex Arthur
- Preventive and Community Dentistry Department, Dental School, Federal University of Rio Grande do Sul (UFRGS), Ramiro Barcelos, 2492, Porto Alegre 90035-003, Brazil.
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Nath S, Zilm P, Jamieson L, Ketagoda DHK, Kapellas K, Weyrich L. Characterising healthy Australian oral microbiomes for 'super donor' selection. J Dent 2024; 151:105435. [PMID: 39461582 DOI: 10.1016/j.jdent.2024.105435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 10/21/2024] [Accepted: 10/23/2024] [Indexed: 10/29/2024] Open
Abstract
OBJECTIVES Among healthy people, we understand very little about the sociodemographic, lifestyle, and dental hygiene behaviours that shape their oral microbiota. This study investigates how sociodemographic, lifestyle and dental hygiene behaviours shape oral microbiota diversity and composition in an Australian population to better inform healthy oral microbiota donors for Oral Microbiota Transplantation (OMT). METHODS The study comprised 93 healthy adults who underwent comprehensive oral examinations and questionnaires to assess their health status. Participants were excluded if they had any active systemic or oral disease. All completed a questionnaire containing information on socio-economic, lifestyle, behavioural, and oral health factors. Supragingival plaque was collected, and 16S ribosomal RNA (rRNA) amplicon sequencing was used to analyse microbial composition. Associations between the core microbiome, alpha- (within-sample), beta-diversity (between-sample) and an individual's co-variates were tested for statistical significance. A redundancy analysis (RDA), multivariate adonis, differential abundance and correlation analysis were performed to characterise which factors drive the variation in the healthy oral microbiome. RESULTS Streptococcus and Corynebacterium were the most prevalent and abundant genera among healthy Australians. The alpha and beta diversity were higher among unemployed non-Australian-born students who consumed low carbohydrates, fat, and sugar and had not visited the dentist for over 12 months. Additionally, beta diversity was significantly higher among daily flossers who abstained from fluoride treatment and had high salivary pH, although no single factor explained >4 % of the total variation (R2= 0.042). Alloprevotella, Lachnosporacea, and Parvimonas were significantly abundant among non-Australians who did not visit the dentist within a year. The RDA analysis revealed associations between microbiome composition and factors such as high carbohydrate, sugar, and fat consumption, low fibre intake, and regular dental checks among Australian-born individuals. CONCLUSION These findings indicate that alpha and beta diversity of the oral microbiome varied significantly with sociodemographic, lifestyle, and dietary factors, including non-Australian birthplaces, unemployment, diet, and infrequent dental visits. CLINICAL SIGNIFICANCE These findings underscore the importance of considering diverse sociodemographic, lifestyle, and dietary factors in oral health management. Before microbiome transplantations, clinicians should account for individual characteristics that may be beneficial for shaping and maintaining optimal oral microbiome diversity and health.
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Affiliation(s)
- Sonia Nath
- Adelaide Dental School, The University of Adelaide, Adelaide, SA, Australia.
| | - Peter Zilm
- Adelaide Dental School, The University of Adelaide, Adelaide, SA, Australia
| | - Lisa Jamieson
- Adelaide Dental School, The University of Adelaide, Adelaide, SA, Australia
| | | | - Kostas Kapellas
- Adelaide Dental School, The University of Adelaide, Adelaide, SA, Australia
| | - Laura Weyrich
- School of Biological Sciences, University of Adelaide, Adelaide, SA, Australia; Department of Anthropology and Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA 16802, USA
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9
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Zou B, Xenakis JG, Xiao M, Ribeiro A, Divaris K, Wu D, Zou F. A deep learning feature importance test framework for integrating informative high-dimensional biomarkers to improve disease outcome prediction. Brief Bioinform 2024; 26:bbae709. [PMID: 39815828 PMCID: PMC11735761 DOI: 10.1093/bib/bbae709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 12/01/2024] [Accepted: 12/26/2024] [Indexed: 01/18/2025] Open
Abstract
Many human diseases result from a complex interplay of behavioral, clinical, and molecular factors. Integrating low-dimensional behavioral and clinical features with high-dimensional molecular profiles can significantly improve disease outcome prediction and diagnosis. However, while some biomarkers are crucial, many lack informative value. To enhance prediction accuracy and understand disease mechanisms, it is essential to integrate relevant features and identify key biomarkers, separating meaningful data from noise and modeling complex associations. To address these challenges, we introduce the High-dimensional Feature Importance Test (HdFIT) framework for machine learning models. HdFIT includes a feature screening step for dimension reduction and leverages machine learning to model complex associations between biomarkers and disease outcomes. It robustly evaluates each feature's impact. Extensive Monte Carlo experiments and a real microbiome study demonstrate HdFIT's efficacy, especially when integrated with advanced models like deep neural networks. Our framework shows significant improvements in identifying crucial features and enhancing prediction accuracy, even in high-dimensional settings.
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Affiliation(s)
- Baiming Zou
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - James G Xenakis
- Department of Statistics, Harvard University, Cambridge, MA 02138, United States
| | - Meisheng Xiao
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - Apoena Ribeiro
- School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - Kimon Divaris
- School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - Di Wu
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
- School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - Fei Zou
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
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10
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Dai Y, Qian Y, Qu Y, Guan W, Xie J, Wang D, Butler C, Dashper S, Carroll I, Divaris K, Liu Y, Wu D. Longitudinal Microbiome-based Interpretable Machine Learning for Identification of Time-Varying Biomarkers in Early Prediction of Disease Outcomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.18.619118. [PMID: 39605360 PMCID: PMC11601495 DOI: 10.1101/2024.10.18.619118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Information generated from longitudinally-sampled microbial data has the potential to illuminate important aspects of development and progression for many human conditions and diseases. Identifying microbial biomarkers and their time-varying effects can not only advance our understanding of pathogenetic mechanisms, but also facilitate early diagnosis and guide optimal timing of interventions. However, longitudinal predictive modeling of highly noisy and dynamic microbial data (e.g., metagenomics) poses analytical challenges. To overcome these challenges, we introduce a robust and interpretable machine-learning-based longitudinal microbiome analysis framework, LP-Micro, that encompasses: (i) longitudinal microbial feature screening via a polynomial group lasso, (ii) disease outcome prediction implemented via machine learning methods (e.g., XGBoost, deep neural networks), and (iii) interpretable association testing between time points, microbial features, and disease outcomes via permutation feature importance. We demonstrate in simulations that LP-Micro can not only identify incident disease-related microbiome taxa but also offers improved prediction accuracy compared to existing approaches. Applications of LP-Micro in two longitudinal microbiome studies with clinical outcomes of childhood dental disease and weight loss following bariatric surgery yield consistently high prediction accuracy. The identified critical early predictive time points are informative and aligned with clinical expectations.
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Affiliation(s)
- Yifan Dai
- Department of Biostatistics, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
| | - Yunzhi Qian
- Department of Nutrition, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
| | - Yixiang Qu
- Department of Biostatistics, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
| | - Wyliena Guan
- Department of Biostatistics, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
| | - Jialiu Xie
- Department of Biostatistics, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
| | - Duan Wang
- North Carolina School of Science and Mathematics
| | | | | | - Ian Carroll
- Department of Nutrition, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
| | - Kimon Divaris
- Department of Pediatric Dentistry and Dental Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill
| | - Yufeng Liu
- Department of Biostatistics, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
- Department of Statistics and Operations Research, University of North Carolina at Chapel Hill
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill
| | - Di Wu
- Department of Biostatistics, Gillings School of Global Public Health at University of North Carolina at Chapel Hill
- Department of Biomedical Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill
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11
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AlHarbi SG, Almushayt AS, Bamashmous S, Abujamel TS, Bamashmous NO. The oral microbiome of children in health and disease-a literature review. FRONTIERS IN ORAL HEALTH 2024; 5:1477004. [PMID: 39502321 PMCID: PMC11534731 DOI: 10.3389/froh.2024.1477004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 10/02/2024] [Indexed: 11/08/2024] Open
Abstract
The oral microbiome is a complex community of microorganisms residing in the oral cavity interacting with each other and with the host in a state of equilibrium. Disruptions in this balance can result in both oral and systemic conditions. Historically, studying the oral microbiome faced limitations due to culture-dependent techniques that could not capture the complexity and diversity of the microbial community. The emergence of advanced genomic technologies and the ease of sample collection from the oral cavity has revolutionized the understanding of the oral microbiome, providing valuable insights into the bacterial community in both health and disease. This review explores the oral microbiome in children, discussing its formation and dynamics in both states of health and disease, its role in various conditions such as dental caries, periodontal disease, oral cancer, cleft lip and palate, and explores its connection to several systemic consequences.
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Affiliation(s)
- Salma G. AlHarbi
- Pediatric Dentistry Department, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia
- Dental Department, Ministry of Health, Yanbu, Saudi Arabia
| | - Abdullah S. Almushayt
- Pediatric Dentistry Department, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Shatha Bamashmous
- Department of Periodontology, Faculty of Dentistry, King Abdulaziz University, Jeddah, Makkah, Saudi Arabia
| | - Turki S. Abujamel
- Division of Vaccines and Immunotherapy, King Fahd Center for Medical Research, King Abdulaziz University, Jeddah, Makkah, Saudi Arabia
- Special Infectious Agents Unit, King Fahd Center for Medical Research, King Abdulaziz University, Jeddah, Makkah, Saudi Arabia
| | - Nada Othman Bamashmous
- Pediatric Dentistry Department, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia
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12
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Tian S, Ding T, Li H. Oral microbiome in human health and diseases. MLIFE 2024; 3:367-383. [PMID: 39359681 PMCID: PMC11442140 DOI: 10.1002/mlf2.12136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 04/13/2024] [Accepted: 05/05/2024] [Indexed: 10/04/2024]
Abstract
The oral cavity contains the second-largest microbiota in the human body. The cavity's anatomically and physiologically diverse niches facilitate a wide range of symbiotic bacteria living at distinct oral sites. Consequently, the oral microbiota exhibits site specificity, with diverse species, compositions, and structures influenced by specific aspects of their placement. Variations in oral microbiota structure caused by changes in these influencing factors can impact overall health and lead to the development of diseases-not only in the oral cavity but also in organs distal to the mouth-such as cancer, cardiovascular disease, and respiratory disease. Conversely, diseases can exacerbate the imbalance of the oral microbiota, creating a vicious cycle. Understanding the heterogeneity of both the oral microbiome and individual humans is important for investigating the causal links between the oral microbiome and diseases. Additionally, understanding the intricacies of the oral microbiome's composition and regulatory factors will help identify the potential causes of related diseases and develop interventions to prevent and treat illnesses in this domain. Therefore, turning to the extant research in this field, we systematically review the relationship between oral microbiome dynamics and human diseases.
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Affiliation(s)
- Siqi Tian
- Department of Immunology and Microbiology, Zhongshan School of Medicine Sun Yat-Sen University Guangzhou China
- Key Laboratory of Tropical Diseases Control (Sun Yat-Sen University) Ministry of Education Guangzhou China
| | - Tao Ding
- Department of Immunology and Microbiology, Zhongshan School of Medicine Sun Yat-Sen University Guangzhou China
- Key Laboratory of Tropical Diseases Control (Sun Yat-Sen University) Ministry of Education Guangzhou China
- Key Laboratory of Human Microbiome and Chronic Diseases (Sun Yat-sen University) Ministry of Education, China Guangzhou China
| | - Hui Li
- Department of Immunology and Microbiology, Zhongshan School of Medicine Sun Yat-Sen University Guangzhou China
- Key Laboratory of Tropical Diseases Control (Sun Yat-Sen University) Ministry of Education Guangzhou China
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13
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Jeong J, Ahn K, Yun K, Kim M, Choi Y, Han M, Mun S, Kim YT, Lee KE, Kim MY, Ahn Y, Han K. Exploring oral bacterial compositional network in two oral disease groups using a convergent approach of NGS-molecular diagnostics. Genes Genomics 2024; 46:881-898. [PMID: 38847972 DOI: 10.1007/s13258-024-01526-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 05/26/2024] [Indexed: 08/17/2024]
Abstract
BACKGROUND Since most of the commonly known oral diseases are explained in link with balance of microbial community, an accurate bacterial taxonomy profiling for determining bacterial compositional network is essential. However, compared to intestinal microbiome, research data pool related to oral microbiome is small, and general 16S rRNA screening method has a taxonomy misclassification issue in confirming complex bacterial composition at the species level. OBJECTIVE Present study aimed to explore bacterial compositional networks at the species level within saliva of 39 oral disease patients (Dental Caries group: n = 26 and Periodontitis group: n = 13) through comparison with public Korean-specific healthy oral microbiome data. METHODS Here, we applied comprehensive molecular diagnostics based on qRT-PCR and Sanger sequencing methods to complement the technical limitations of NGS-based 16S V3-V4 amplicon sequencing technology. RESULTS As a result of microbiome profiling at the genus level, relative frequencies of many nitrate-reducing bacteria within each oral disease group were found to be significantly low compared to the healthy group. In addition, the molecular diagnostics-based bacterial identification method allowed the determination of the correct taxonomy of screened primary colonizers (Streptococcus and Actinomyces unclassification clusters) for each oral disease. Finally, as with the results of microbiome profiling at the genus level, many core-species classified within the saliva of each oral disease group were also related to nitrate-reduction, and it was estimated that various pathogens associated with each disease formed a bacterial network with the core-species. CONCLUSION Our study introduced a novel approach that can compensate for the difficulty of identifying an accurate bacterial compositional network at the species level due to unclear taxonomy classification by using the convergent approach of NGS-molecular diagnostics. Ultimately, we suggest that our experimental approach and results could be potential reference materials for researchers who intend to prevent oral disease by determining the correlation between oral health and bacterial compositional network according to the changes in the relative frequency for nitrate-reducing species.
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Affiliation(s)
- Jinuk Jeong
- Department of Bioconvergence Engineering, Dankook University, Yongin, 16890, Republic of Korea
| | - Kung Ahn
- HuNbiome Co., Ltd, R&D Center, Gasan Digital 1-Ro, Geumcheon-Gu, Seoul, Korea
| | - Kyeongeui Yun
- HuNbiome Co., Ltd, R&D Center, Gasan Digital 1-Ro, Geumcheon-Gu, Seoul, Korea
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan, 31116, Republic of Korea
| | - Minseo Kim
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan, 31116, Republic of Korea
| | - Yeseul Choi
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan, 31116, Republic of Korea
| | - Miyang Han
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan, 31116, Republic of Korea
| | - Seyoung Mun
- College of Science & Technology, Dankook University, Cheonan, 31116, Republic of Korea
- Smart Animal Bio Institute, Dankook University, Cheonan, Republic of Korea
- Center for Bio-Medical Engineering Core Facility, Dankook University, Cheonan, Republic of Korea
| | - Yeon-Tae Kim
- Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental Research, Wonkwang University College of Dentistry, Daejeon, Korea
| | - Kyung Eun Lee
- Department of Oral Medicine, Department of Anesthesiology, School of Dentistry, Jeonbuk National University, Jeonju, 54896, Korea
| | - Moon-Young Kim
- Department of Oral and Maxillofacial Surgery, College of Dentistry, Dankook University, Cheonan, 31116, Korea
| | - Yongju Ahn
- HuNbiome Co., Ltd, R&D Center, Gasan Digital 1-Ro, Geumcheon-Gu, Seoul, Korea.
| | - Kyudong Han
- Department of Bioconvergence Engineering, Dankook University, Yongin, 16890, Republic of Korea.
- HuNbiome Co., Ltd, R&D Center, Gasan Digital 1-Ro, Geumcheon-Gu, Seoul, Korea.
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan, 31116, Republic of Korea.
- College of Science & Technology, Dankook University, Cheonan, 31116, Republic of Korea.
- Smart Animal Bio Institute, Dankook University, Cheonan, Republic of Korea.
- Center for Bio-Medical Engineering Core Facility, Dankook University, Cheonan, Republic of Korea.
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14
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Peterson BW, Tjakkes GH, Renkema AM, Manton DJ, Ren Y. The oral microbiota and periodontal health in orthodontic patients. Periodontol 2000 2024. [PMID: 39031969 DOI: 10.1111/prd.12594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 05/14/2024] [Accepted: 06/28/2024] [Indexed: 07/22/2024]
Abstract
The oral microbiota develops within the first 2 years of childhood and becomes distinct from the parents by 4 years-of-age. The oral microbiota plays an important role in the overall health/symbiosis of the individual. Deviations from the state of symbiosis leads to dysbiosis and an increased risk of pathogenicity. Deviations can occur not only from daily life activities but also from orthodontic interventions. Orthodontic appliances are formed from a variety of biomaterials. Once inserted, they serve as a breeding ground for microbial attachment, not only from new surface areas and crevices but also from material physicochemical interactions different than in the symbiotic state. Individuals undergoing orthodontic treatment show, compared with untreated people, qualitative and quantitative differences in activity within the oral microbiota, induced by increased retention of supra- and subgingival microbial plaque throughout the treatment period. These changes are at the root of the main undesirable effects, such as gingivitis, white spot lesions (WSL), and more severe caries lesions. Notably, the oral microbiota profile in the first weeks of orthodontic intervention might be a valuable indicator to predict and identify higher-risk individuals with respect to periodontal health and caries risk within an otherwise healthy population. Antimicrobial coatings have been used to dissuade microbes from adhering to the biomaterial; however, they disrupt the host microbiota, and several bacterial strains have become resistant. Smart biomaterials that can reduce the antimicrobial load preventing microbial adhesion to orthodontic appliances have shown promising results, but their complexity has kept many solutions from reaching the clinic. 3D printing technology provides opportunities for complex chemical syntheses to be performed uniformly, reducing the cost of producing smart biomaterials giving hope that they may reach the clinic in the near future. The purpose of this review is to emphasize the importance of the oral microbiota during orthodontic therapy and to use innovative technologies to better maintain its healthy balance during surgical procedures.
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Affiliation(s)
- Brandon W Peterson
- Department of Biomaterials and Biomedical Technology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Geerten-Has Tjakkes
- Centre for Dentistry and Oral Hygiene, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Anne-Marie Renkema
- Department of Orthodontics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - David J Manton
- Centre for Dentistry and Oral Hygiene, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Yijin Ren
- Department of Orthodontics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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15
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Foláyan MO, Amalia R, Kemoli A, Sun IG, Duangthip D, Abodunrin O, Virtanen JI, Masumo RM, Vukovic A, Al-Batayneh OB, Mfolo T, Schroth RJ, El Tantawi M. Can the sustainable development goal 9 support an untreated early childhood caries elimination agenda? BMC Oral Health 2024; 24:776. [PMID: 38992678 PMCID: PMC11241917 DOI: 10.1186/s12903-024-04552-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 07/01/2024] [Indexed: 07/13/2024] Open
Abstract
BACKGROUND Early childhood caries (ECC) is a global public health challenge that requires innovation, infrastructure, and health system influences to bolster initiatives for its management and control. The aim of this scoping review was to investigate the published evidence on the association between ECC and the targets of the Sustainable Development Goal 9 (SDG9) concerned with industry, innovation, and infrastructure development. METHODS The scoping review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines. A search was conducted in PubMed, Web of Science, and Scopus between July and August 2023 using a search strategy related to the promotion of resilient infrastructure, sustainable industries, scientific research and innovation, access to the internet and ECC. Only English language publications were included. Studies that solely examined ECC without reference to the SDG9 targets were excluded. RESULTS The search yielded 933 studies for review. After screening for the eligibility and removing duplicates, 916 unique articles remained for further screening. However, none of the identified studies provided data on the association between resilient infrastructure, sustainable industries, scientific research and innovation, access to the internet and ECC. CONCLUSION There were no primary studies that assessed the association between ECC and SDG9, even though the plausibility of a potential relationship exists. Future studies are needed to generate evidence on the link between ECC and SDG9 as this link may contribute to the reduction in the proportion of children with untreated ECC.
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Affiliation(s)
- Morẹ́nikẹ́ Oluwátóyìn Foláyan
- Early Childhood Caries Advocacy Group, Winnipeg, Canada.
- Department of Child Dental Health, Obafemi Awolowo University, Ile-Ife, Nigeria.
| | - Rosa Amalia
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Department of Preventive and Community Dentistry, Faculty of Dentistry, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Arthur Kemoli
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Department of Pediatric Dentistry and Orthodontics, University of Nairobi, Nairobi, Kenya
| | - Ivy Guofang Sun
- Faculty of Dentistry, the University of Hong Kong, Hong Kong SAR, China
| | - Duangporn Duangthip
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Faculty of Dentistry, the University of Hong Kong, Hong Kong SAR, China
| | - Olunike Abodunrin
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Lagos State Health Management Agency, Lagos, Nigeria
| | - Jorma I Virtanen
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Department of Clinical Dentistry, University of Bergen, Bergen, Norway
| | - Ray M Masumo
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Department of Community Health and Nutrition, Tanzania Food and Nutrition Centre, Dar es Salaam, Tanzania
| | - Ana Vukovic
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Clinic for Pediatric and Preventive Dentistry, School of Dental Medicine, University of Belgrade, Belgrade, Serbia
| | - Ola B Al-Batayneh
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Department of Preventive Dentistry, Faculty of Dentistry, Jordan University of Science and Technology, Irbid, Jordan
- Department of Preventive and Restorative Dentistry, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Tshepiso Mfolo
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Department of Community Health, University of Pretoria, Pretoria, South Africa
| | - Robert J Schroth
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Dr. Gerald Niznick College of Dentistry, University of Manitoba, Winnipeg, Canada
| | - Maha El Tantawi
- Early Childhood Caries Advocacy Group, Winnipeg, Canada
- Department of Pediatric Dentistry and Dental Public Health, Faculty of Dentistry, Alexandria University, Alexandria, Egypt
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16
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Heston SM, Hurst JH, Kelly MS. Understanding the influence of the microbiome on childhood infections. Expert Rev Anti Infect Ther 2024; 22:529-545. [PMID: 38605646 PMCID: PMC11464204 DOI: 10.1080/14787210.2024.2340664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 04/04/2024] [Indexed: 04/13/2024]
Abstract
INTRODUCTION The microbiome is known to have a substantial impact on human health and disease. However, the impacts of the microbiome on immune system development, susceptibility to infectious diseases, and vaccine-elicited immune responses are emerging areas of interest. AREAS COVERED In this review, we provide an overview of development of the microbiome during childhood. We highlight available data suggesting that the microbiome is critical to maturation of the immune system and modifies susceptibility to a variety of infections during childhood and adolescence, including respiratory tract infections, Clostridioides difficile infection, and sexually transmitted infections. We discuss currently available and investigational therapeutics that have the potential to modify the microbiome to prevent or treat infections among children. Finally, we review the accumulating evidence that the gut microbiome influences vaccine-elicited immune responses among children. EXPERT OPINION Recent advances in sequencing technologies have led to an explosion of studies associating the human microbiome with the risk and severity of infectious diseases. As our knowledge of the extent to which the microbiome influences childhood infections continues to grow, microbiome-based diagnostics and therapeutics will increasingly be incorporated into clinical practice to improve the prevention, diagnosis, and treatment of infectious diseases among children.
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Affiliation(s)
- Sarah M Heston
- Pediatrics, Duke University School of Medicine, Durham, NC, UK
| | - Jillian H Hurst
- Pediatrics, Duke University School of Medicine, Durham, NC, UK
| | - Matthew S Kelly
- Pediatrics, Duke University School of Medicine, Durham, NC, UK
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17
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Abstract
Increasing research has been conducted on the role of probiotics in disease treatment. Kefir, a safe, low-cost probiotic fermented milk drink, has been investigated in many in vitro and animal studies, although parameters for human therapeutic dose or treatment time have not yet been determined. Here we perform a scoping review of clinical studies that have used kefir as a therapeutic agent, compiling the results for perspectives to support and direct further research. This review was based on Joanna Briggs Institute guidelines, including studies on the effects of kefir-fermented milk in humans. Using the term KEFIR, the main international databases were searched for studies published in English, Spanish or Portuguese until 9 March 2022. A total of 5835 articles were identified in the four databases, with forty-four eligible for analysis. The research areas were classified as metabolic syndrome and type 2 diabetes, gastrointestinal health/disorders, maternal/child health and paediatrics, dentistry, oncology, women's and geriatric health, and dermatology. The many study limitations hampered generalisation of the results. The small sample sizes, methodological variation and differences in kefir types, dosage and treatment duration prevented clear conclusions about its benefits for specific diseases. We suggest using a standard therapeutic dose of traditionally prepared kefir in millilitres according to body weight, making routine consumption more feasible. The studies showed that kefir is safe for people without serious illnesses.
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Affiliation(s)
- Milena Klippel Bessa
- Postgraduate Program in Pathology, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite, 245, 90050-170, Porto Alegre, RS, Brazil
| | | | - Renan Rangel Bonamigo
- Postgraduate Program in Pathology, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite, 245, 90050-170, Porto Alegre, RS, Brazil
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18
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Zhang Y, Zhi Q, Shi J, Jin Z, Zhou Z, Chen Z. Characterization and functional prediction of the dental plaque microbiome in patients with alveolar clefts. Front Cell Infect Microbiol 2024; 14:1361206. [PMID: 38800834 PMCID: PMC11119321 DOI: 10.3389/fcimb.2024.1361206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 04/15/2024] [Indexed: 05/29/2024] Open
Abstract
Introduction Alveolar cleft (AC) is a common congenital defect in people with cleft lip and palate (CLP). Alveolar bone grafting (ABG) is typically performed during adolescence, resulting in the fissure remaining in the mouth for a longer length of time. Patients with AC have a greater rate of oral diseases such as dental caries than the normal population, and the precise characteristics of the bacterial alterations caused by AC are unknown. Methods We recruited a total of 87 subjects and collected dental plaque samples from AC adolescents (AAP), post-operative ABG adolescents (PAP), healthy control adolescents (CAP), AC young adults (AYP), post-operative ABG young adults (PYP), and healthy control young adults (CYP). The sequencing of 16S rRNA genes was performed. Results The microbial composition of plaque from alveolar cleft patients differed significantly from age-matched healthy controls. Linear discriminant analysis effect size (LEfSe) analysis revealed that AAP was enriched for Neisseria, Haemophilus, Fusobacterium, Rhodococcus, Aggregatibacter, Gemella, and Porphyromonas, whereas AYP was enriched for Capnocytophaga, Rhodococcus, and Actinomyces-f0332. There were phenotypic differences in facultatively anaerobic, Gram-negative, Gram-positive, and oxidative stress tolerance between the AYP group with longer alveolar cleft and the healthy control group according to Bugbase phenotypic predictions. Alveolar bone grafting did not alter the functional phenotype of alveolar cleft patients but reduced the number of differential genera between alveolar cleft patients and healthy controls at both ages. Conclusions Our study systematically characterized the supragingival plaque microbiota of alveolar cleft patients, post-alveolar bone grafting patients, and matched healthy controls in two ages to gain a better understanding of plaque ecology and microbiology associated with alveolar clefts.
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Affiliation(s)
- Yuehua Zhang
- Department of Orthodontics, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of Stomatology, Shanghai, China
| | - Qiang Zhi
- Department of Implant Dentistry, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Stomatology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jiajun Shi
- Department of Orthodontics, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of Stomatology, Shanghai, China
| | - Zehua Jin
- Department of Orthodontics, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of Stomatology, Shanghai, China
| | - Zhuojun Zhou
- College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of Stomatology, Shanghai, China
- Department of General Dentistry, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhenqi Chen
- Department of Orthodontics, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of Stomatology, Shanghai, China
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19
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Veenman F, van Dijk A, Arredondo A, Medina-Gomez C, Wolvius E, Rivadeneira F, Àlvarez G, Blanc V, Kragt L. Oral microbiota of adolescents with dental caries: A systematic review. Arch Oral Biol 2024; 161:105933. [PMID: 38447351 DOI: 10.1016/j.archoralbio.2024.105933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 02/20/2024] [Accepted: 02/20/2024] [Indexed: 03/08/2024]
Abstract
OBJECTIVE This systematic review summarizes the current knowledge on the association between the oral microbiota and dental caries in adolescents. DESIGN An electronic search was carried out across five databases. Studies were included if they conducted research on generally healthy adolescents, applied molecular-based microbiological analyses and assessed caries status. Data extraction was performed by two reviewers and the Newcastle-Ottawa Scale was applied for quality assessment. RESULTS In total, 3935 records were reviewed which resulted in a selection of 20 cross-sectional studies (published 2005-2022) with a sample size ranging from 11 to 614 participants including adolescents between 11 and 19 years. The studies analyzed saliva, dental biofilm or tongue swabs with Checkerboard DNA-DNA hybridization, (q)PCR or Next-Generation Sequencing methods. Prevotella denticola, Scardoviae Wiggsiae, Streptococcus sobrinus and Streptococcus mutans were the most frequently reported species presenting higher abundance in adolescents with caries. The majority of the studies reported that the microbial diversity was similar between participants with and without dental caries. CONCLUSION This systematic review is the first that shows how the oral microbiota composition in adolescents appears to differ between those with and without dental caries, suggesting certain taxa may be associated with increased caries risk. However, there is a need to replicate and expand these findings in larger, longitudinal studies that also focus on caries severity and take adolescent-specific factors into account.
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Affiliation(s)
- Francien Veenman
- Department of Oral and Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands.
| | - Anne van Dijk
- Department of Oral and Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Alexandre Arredondo
- Department of Microbiology, DENTAID Research Center, Cerdanyola del Vallès, Spain
| | - Carolina Medina-Gomez
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands; Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Eppo Wolvius
- Department of Oral and Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Fernando Rivadeneira
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands; Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Gerard Àlvarez
- Department of Microbiology, DENTAID Research Center, Cerdanyola del Vallès, Spain
| | - Vanessa Blanc
- Department of Microbiology, DENTAID Research Center, Cerdanyola del Vallès, Spain
| | - Lea Kragt
- Department of Oral and Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
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20
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Eriksen C, Boustedt K, Sonne SB, Dahlgren J, Kristiansen K, Twetman S, Brix S, Roswall J. Early life factors and oral microbial signatures define the risk of caries in a Swedish cohort of preschool children. Sci Rep 2024; 14:8463. [PMID: 38605085 PMCID: PMC11009336 DOI: 10.1038/s41598-024-59126-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 04/08/2024] [Indexed: 04/13/2024] Open
Abstract
The oral cavity harbors complex communities comprising bacteria, archaea, fungi, protozoa, and viruses. The oral microbiota is establish at birth and develops further during childhood, with early life factors such as birth mode, feeding practices, and oral hygiene, reported to influence this development and the susceptibility to caries. We here analyzed the oral bacterial composition in saliva of 260 Swedish children at two, three and five years of age using 16S rRNA gene profiling to examine its relation to environmental factors and caries development at five years of age. We were able to assign the salivary bacterial community in each child at each time point to one of seven distinct clusters. We observed an individual dynamic in the development of the oral microbiota related to early life factors, such as being first born, born by C-section, maternal perinatal antibiotics use, with a distinct transition between three and five years of age. Different bacterial signatures depending on age were related to increased caries risk, while Peptococcus consistently linked to reduced risk of caries development.
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Affiliation(s)
- Carsten Eriksen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Katarina Boustedt
- Department of Paediatrics, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Maxillofacial Unit, Halland Hospital, Halmstad, Sweden
| | - Si Brask Sonne
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Jovanna Dahlgren
- Department of Paediatrics, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Pediatrics, Queen Silvia Children's Hospital, Västra Götalandsregionen, Gothenburg, Sweden
| | - Karsten Kristiansen
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark.
- BGI-Shenzhen, Shenzhen, 518083, China.
- Qingdao-Europe Advanced Institute for Life Sciences, Qingdao, 266555, Shandong, China.
| | - Svante Twetman
- Department of Odontology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Susanne Brix
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark.
| | - Josefine Roswall
- Department of Paediatrics, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
- Department of Paediatrics, Halland Hospital, Halmstad, Sweden.
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21
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Morita M, Nambu T, Yamasaki R, Nagai-Yoshioka Y, Inoue M, Nishihara T, Okinaga T, Ariyoshi W. Characterization of oral microbiota in 6-8-month-old small breed dogs. BMC Vet Res 2024; 20:138. [PMID: 38580990 PMCID: PMC10996209 DOI: 10.1186/s12917-024-03973-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 03/13/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND Periodontitis is the most common oral disease in dogs, and its progression and severity are influenced by risk factors, such as age and body size. Recent studies have assessed the canine oral microbiota in relation to different stages of periodontitis and niches within the oral cavity. However, knowledge of the bacterial composition at different ages and body sizes, especially in puppies, is limited. This study aimed to characterize the oral microbiota in the healthy gingiva of small breed puppies using next-generation sequencing. Additionally, we assessed the impact of dental care practices and the presence of retained deciduous teeth on the oral microbiota. RESULTS In this study, plaque samples were collected from the gingival margin of 20 small breed puppies (age, 6.9 ± 0.6 months). The plaque samples were subjected to next-generation sequencing targeting the V3-V4 region of the 16 S rRNA. The microbiota of the plaque samples was composed mostly of gram-negative bacteria, primarily Proteobacteria (54.12%), Bacteroidetes (28.79%), and Fusobacteria (5.11%). Moraxella sp. COT-017, Capnocytophaga cynodegmi COT-254, and Bergeyella zoohelcum COT-186 were abundant in the oral cavity of the puppies. In contrast, Neisseria animaloris were not detected. The high abundance of Pasteurellaceae suggests that this genus is characteristic of the oral microbiota in puppies. Dental care practices and the presence of retained deciduous teeth showed no effects on the oral microbiota. CONCLUSIONS In this study, many bacterial species previously reported to be detected in the normal oral cavity of adult dogs were also detected in 6-8-month-old small breed dogs. On the other hand, some bacterial species were not detected at all, while others were detected in high abundance. These data indicate that the oral microbiota of 6-8-month-old small breed dogs is in the process of maturating in to the adult microbiota and may also have characteristics of the small dog oral microbiota.
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Affiliation(s)
- Masahiro Morita
- Division of Infections and Molecular Biology, Department of Health Promotion, Kyushu Dental University, 2-6-1 Manazuru, Kokurakita-ku, Kitakyushu, Fukuoka, 803-8580, Japan
- Saki Animal Hospital, 1-19-33, Mukaino, Minami-ku, Fukuoka, 815-0035, Japan
| | - Takayuki Nambu
- Department of Bacteriology, Osaka Dental University, 8-1, Kuzuha-Hanazono, Hirakata, Osaka, 573-1121, Japan
| | - Ryota Yamasaki
- Division of Infections and Molecular Biology, Department of Health Promotion, Kyushu Dental University, 2-6-1 Manazuru, Kokurakita-ku, Kitakyushu, Fukuoka, 803-8580, Japan
| | - Yoshie Nagai-Yoshioka
- Division of Infections and Molecular Biology, Department of Health Promotion, Kyushu Dental University, 2-6-1 Manazuru, Kokurakita-ku, Kitakyushu, Fukuoka, 803-8580, Japan
| | - Maki Inoue
- Dental Center for Regional Medical Survey, Kyushu Dental University, 2-6- 1 Manazuru, Kokurakita-ku, Kitakyushu, Fukuoka, 803-8580, Japan
| | - Tatsuji Nishihara
- Division of Infections and Molecular Biology, Department of Health Promotion, Kyushu Dental University, 2-6-1 Manazuru, Kokurakita-ku, Kitakyushu, Fukuoka, 803-8580, Japan
- Dental Center for Regional Medical Survey, Kyushu Dental University, 2-6- 1 Manazuru, Kokurakita-ku, Kitakyushu, Fukuoka, 803-8580, Japan
| | - Toshinori Okinaga
- Department of Bacteriology, Osaka Dental University, 8-1, Kuzuha-Hanazono, Hirakata, Osaka, 573-1121, Japan
| | - Wataru Ariyoshi
- Division of Infections and Molecular Biology, Department of Health Promotion, Kyushu Dental University, 2-6-1 Manazuru, Kokurakita-ku, Kitakyushu, Fukuoka, 803-8580, Japan.
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22
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Zhang JS, Huang S, Chen Z, Chu CH, Takahashi N, Yu OY. Application of omics technologies in cariology research: A critical review with bibliometric analysis. J Dent 2024; 141:104801. [PMID: 38097035 DOI: 10.1016/j.jdent.2023.104801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 12/19/2023] Open
Abstract
OBJECTIVES To review the application of omics technologies in the field of cariology research and provide critical insights into the emerging opportunities and challenges. DATA & SOURCES Publications on the application of omics technologies in cariology research up to December 2022 were sourced from online databases, including PubMed, Web of Science and Scopus. Two independent reviewers assessed the relevance of the publications to the objective of this review. STUDY SELECTION Studies that employed omics technologies to investigate dental caries were selected from the initial pool of identified publications. A total of 922 publications with one or more omics technologies adopted were included for comprehensive bibliographic analysis. (Meta)genomics (676/922, 73 %) is the predominant omics technology applied for cariology research in the included studies. Other applied omics technologies are metabolomics (108/922, 12 %), proteomics (105/922, 11 %), and transcriptomics (76/922, 8 %). CONCLUSION This study identified an emerging trend in the application of multiple omics technologies in cariology research. Omics technologies possess significant potential in developing strategies for the detection, staging evaluation, risk assessment, prevention, and management of dental caries. Despite the numerous challenges that lie ahead, the integration of multi-omics data obtained from individual biological samples, in conjunction with artificial intelligence technology, may offer potential avenues for further exploration in caries research. CLINICAL SIGNIFICANCE This review presented a comprehensive overview of the application of omics technologies in cariology research and discussed the advantages and challenges of using these methods to detect, assess, predict, prevent, and treat dental caries. It contributes to steering research for improved understanding of dental caries and advancing clinical translation of cariology research outcomes.
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Affiliation(s)
| | - Shi Huang
- Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, PR China
| | - Zigui Chen
- Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, PR China; Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, PR China
| | - Chun-Hung Chu
- Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, PR China
| | - Nobuhiro Takahashi
- Division of Oral Ecology and Biochemistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Ollie Yiru Yu
- Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, PR China.
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23
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Dinis M, Tran NC. Oral immune system and microbes. MICROBES, MICROBIAL METABOLISM, AND MUCOSAL IMMUNITY 2024:147-228. [DOI: 10.1016/b978-0-323-90144-4.00005-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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24
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Lyu R, Qu Y, Divaris K, Wu D. Methodological Considerations in Longitudinal Analyses of Microbiome Data: A Comprehensive Review. Genes (Basel) 2023; 15:51. [PMID: 38254941 PMCID: PMC11154524 DOI: 10.3390/genes15010051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/22/2023] [Accepted: 12/26/2023] [Indexed: 01/24/2024] Open
Abstract
Biological processes underlying health and disease are inherently dynamic and are best understood when characterized in a time-informed manner. In this comprehensive review, we discuss challenges inherent in time-series microbiome data analyses and compare available approaches and methods to overcome them. Appropriate handling of longitudinal microbiome data can shed light on important roles, functions, patterns, and potential interactions between large numbers of microbial taxa or genes in the context of health, disease, or interventions. We present a comprehensive review and comparison of existing microbiome time-series analysis methods, for both preprocessing and downstream analyses, including differential analysis, clustering, network inference, and trait classification. We posit that the careful selection and appropriate utilization of computational tools for longitudinal microbiome analyses can help advance our understanding of the dynamic host-microbiome relationships that underlie health-maintaining homeostases, progressions to disease-promoting dysbioses, as well as phases of physiologic development like those encountered in childhood.
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Affiliation(s)
- Ruiqi Lyu
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA;
| | - Yixiang Qu
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
| | - Kimon Divaris
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Di Wu
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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25
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Vanzele PAR, Sparvoli LG, de Camargo PP, Tragante CR, Beozzo GPNS, Krebs VLJ, Cortez RV, Taddei CR. Establishment of oral microbiome in very low birth weight infants during the first weeks of life and the impact of oral diet implementation. PLoS One 2023; 18:e0295962. [PMID: 38100452 PMCID: PMC10723731 DOI: 10.1371/journal.pone.0295962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/02/2023] [Indexed: 12/17/2023] Open
Abstract
Very low birth weight (VLBW) infants, mostly preterm, have many barriers to feeding directly from the mother's breast, and need to be fed alternatively. Feeding is a major influencer in oral microbial colonization, and this colonization in early life is crucial for the promotion of human health. Therefore, this research aimed to observe the establishment of oral microbiome in VLBW infants during their first month of life through hospitalization, and to verify the impact caused by the implementation of oral diet on the colonization of these newborns. We included 23 newborns followed during hospitalization and analyzed saliva samples collected weekly, using 16S rRNA gene sequencing. We observed a significant decrease in richness and diversity and an increase in dominance over time (q-value < 0.05). The oral microbiome is highly dynamic during the first weeks of life, and beta diversity suggests a microbial succession in early life. The introduction of oral diet does not change the community structure, but affects the abundance, especially of Streptococcus. Our results indicate that although time is related to significant changes in the oral microbial profile, oral feeding benefits genera that will remain colonizers throughout the host's life.
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Affiliation(s)
- Pedro A. R. Vanzele
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Luiz Gustavo Sparvoli
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Patricia P. de Camargo
- Neonatal Intensive Care Center, Children’s Institute, Hospital das Clínicas, São Paulo Medical School, University of São Paulo, São Paulo, SP, Brazil
| | - Carla R. Tragante
- Neonatal Intensive Care Center, Children’s Institute, Hospital das Clínicas, São Paulo Medical School, University of São Paulo, São Paulo, SP, Brazil
| | - Glenda P. N. S. Beozzo
- Neonatal Intensive Care Center, Children’s Institute, Hospital das Clínicas, São Paulo Medical School, University of São Paulo, São Paulo, SP, Brazil
| | - Vera L. J. Krebs
- Neonatal Intensive Care Center, Children’s Institute, Hospital das Clínicas, São Paulo Medical School, University of São Paulo, São Paulo, SP, Brazil
| | - Ramon V. Cortez
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Carla R. Taddei
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
- School of Arts, Sciences and Humanity, University of São Paulo, São Paulo, SP, Brazil
- Division of Clinical Laboratory, University Hospital ‐ University of São Paulo, São Paulo, SP, Brazil
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26
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Arishi RA, Lai CT, Geddes DT, Stinson LF. Impact of breastfeeding and other early-life factors on the development of the oral microbiome. Front Microbiol 2023; 14:1236601. [PMID: 37744908 PMCID: PMC10513450 DOI: 10.3389/fmicb.2023.1236601] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 08/25/2023] [Indexed: 09/26/2023] Open
Abstract
The oral cavity is home to the second most diverse microbiome in the human body. This community contributes to both oral and systemic health. Acquisition and development of the oral microbiome is a dynamic process that occurs over early life; however, data regarding longitudinal assembly of the infant oral microbiome is scarce. While numerous factors have been associated with the composition of the infant oral microbiome, early feeding practices (breastfeeding and the introduction of solids) appear to be the strongest determinants of the infant oral microbiome. In the present review, we draw together data on the maternal, infant, and environmental factors linked to the composition of the infant oral microbiome, with a focus on early nutrition. Given evidence that breastfeeding powerfully shapes the infant oral microbiome, the review explores potential mechanisms through which human milk components, including microbes, metabolites, oligosaccharides, and antimicrobial proteins, may interact with and shape the infant oral microbiome. Infancy is a unique period for the oral microbiome. By enhancing our understanding of oral microbiome assembly in early life, we may better support both oral and systemic health throughout the lifespan.
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Affiliation(s)
- Roaa A. Arishi
- School of Molecular Sciences, The University of Western Australia, Perth, WA, Australia
- Ministry of Health, Riyadh, Saudi Arabia
| | - Ching T. Lai
- School of Molecular Sciences, The University of Western Australia, Perth, WA, Australia
| | - Donna T. Geddes
- School of Molecular Sciences, The University of Western Australia, Perth, WA, Australia
| | - Lisa F. Stinson
- School of Molecular Sciences, The University of Western Australia, Perth, WA, Australia
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27
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Gilbert Klaczko C, Alkhars N, Zeng Y, Klaczko M, Gill A, Kopycka-Kedzierawski D, Jusko T, Sohn M, Xiao J, Gill S. The Oral Microbiome and Cross-Kingdom Interactions during Pregnancy. J Dent Res 2023; 102:1122-1130. [PMID: 37431832 PMCID: PMC10552463 DOI: 10.1177/00220345231176459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/12/2023] Open
Abstract
Pregnancy initiates a temporary transition in the maternal physiological state, with a shift in the oral microbiome and a potential increase in frequency of oral diseases. The risk of oral disease is higher among populations of Hispanic and Black women and those with lower socioeconomic status (low SES), demonstrating a need for intervention within these high-risk populations. To further our understanding of the oral microbiome of high-risk pregnant women, we characterized the oral microbiome in 28 nonpregnant and 179 pregnant low-SES women during their third trimester living in Rochester, New York. Unstimulated saliva and supragingival plaque samples were collected cross-sectionally, followed by assessment of the bacterial (16S ribosomal RNA) and fungal (18S ITS) microbiota communities. Trained and calibrated dentists performed oral examinations to determine the number of decayed teeth and plaque index. Initially, plaque from 28 nonpregnant women and 48 pregnant women were compared; these data showed significant differences in bacterial abundances based on pregnancy status. To further our understanding of the oral microbiome within the pregnant population, we next examined the oral microbiome within this population based on several variables. Streptococcus mutans, Streptococcus oralis, and Lactobacillus were associated with a greater number of decayed teeth. The composition of fungal communities differed between plaque and saliva, demonstrating 2 distinct "mycotypes" that were represented by a greater abundance of Candida in plaque and Malassezia in saliva. Veillonella rogosae, a common oral bacterium, was negatively associated with both plaque index and salivary Candida albicans colonization by culture data. This was further emphasized by in vitro inhibition of C. albicans by V. rogosae. Identification of interactions between the bacterial or fungal oral communities revealed that V. rogosae was positively associated with the oral commensal Streptococcus australis and negatively with the cariogenic Lactobacillus genus, suggesting V. rogosae as a potential biomarker of a noncariogenic oral microbiome.
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Affiliation(s)
- C. Gilbert Klaczko
- Department of Microbiology and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
- Translational Biomedical Science Program, Clinical and Translational Science Institute, University of Rochester School of Medicine & Dentistry, USA
| | - N. Alkhars
- Translational Biomedical Science Program, Clinical and Translational Science Institute, University of Rochester School of Medicine & Dentistry, USA
- Department of General Dental Practice, Faculty of Dentistry, Kuwait University, Kuwait
| | - Y. Zeng
- Eastman Institute for Oral Health, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - M.E. Klaczko
- Chemistry Department, University of Rochester, Rochester, NY, USA
| | - A.L. Gill
- Department of Microbiology and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - D.T. Kopycka-Kedzierawski
- Eastman Institute for Oral Health, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - T.A. Jusko
- Department of Public Health Sciences, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - M.B. Sohn
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - J. Xiao
- Eastman Institute for Oral Health, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - S.R. Gill
- Department of Microbiology and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
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28
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Motoc GV, Juncar RI, Moca AE, Motoc O, Vaida LL, Juncar M. The Relationship between Age, Gender, BMI, Diet, Salivary pH and Periodontal Pathogenic Bacteria in Children and Adolescents: A Cross-Sectional Study. Biomedicines 2023; 11:2374. [PMID: 37760818 PMCID: PMC10525996 DOI: 10.3390/biomedicines11092374] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 08/18/2023] [Accepted: 08/23/2023] [Indexed: 09/29/2023] Open
Abstract
The oral microbiome can be influenced by many factors and its dysbiosis can have negative effects on oral and general health. The purpose of this study was to analyze the intensity of 11 periodontal pathogenic microorganisms identified in the oral cavity of a sample of children and adolescents from Oradea, Romania and to investigate the association of some variables (age, gender, body mass index, diet, and salivary pH) with the identified microorganisms. The cross-sectional study was conducted on a group of clinically healthy patients under the age of 18 years from Oradea, Romania. For the analysis of the periodontal pathogens, the micro-IDent kit was used, which determines 11 bacterial markers for periodontitis and peri-implantitis. The kit is based on the polymerase chain reaction (PCR). Bacterial sampling was carried out according to the manufacturer's instructions. A total of 60 children (23 male, 37 female) were included in this study, and were divided into three different age categories. No statistically significant results were identified for gender. However statistically significant results were obtained for other variables. Positive results for Prevotella intermedia and Bacteroides forsythus were associated with ages between 13 and 18 years, while positive results for Capnocytophaga spp. were associated with ages between 2 and 5 years. Positive results for Prevotella intermedia, Bacteroides forsythus, Peptostreptococcus micros, Campylobacter rectus and Eikenella corodens were associated with an overweight BMI. Negative results for Prevotella intermedia and Eikenella corodens were associated with a natural diet in the first 6 months of life. Positive results for Fusobacterium nucleatum and Campylobacter rectus were associated with an acidic salivary pH. In this study, the identified periodontal pathogens were associated with age, body mass index, diet in the first 6 months of life, and salivary pH.
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Affiliation(s)
- Georgiana Veronica Motoc
- Doctoral School of Biomedical Sciences, University of Oradea, 1 Universității Street, 410087 Oradea, Romania;
| | - Raluca Iulia Juncar
- Department of Dentistry, Faculty of Medicine and Pharmacy, University of Oradea, 10 Piața 1 Decembrie Street, 410073 Oradea, Romania; (O.M.); (L.L.V.); (M.J.)
| | - Abel Emanuel Moca
- Department of Dentistry, Faculty of Medicine and Pharmacy, University of Oradea, 10 Piața 1 Decembrie Street, 410073 Oradea, Romania; (O.M.); (L.L.V.); (M.J.)
| | - Ovidiu Motoc
- Department of Dentistry, Faculty of Medicine and Pharmacy, University of Oradea, 10 Piața 1 Decembrie Street, 410073 Oradea, Romania; (O.M.); (L.L.V.); (M.J.)
| | - Luminița Ligia Vaida
- Department of Dentistry, Faculty of Medicine and Pharmacy, University of Oradea, 10 Piața 1 Decembrie Street, 410073 Oradea, Romania; (O.M.); (L.L.V.); (M.J.)
| | - Mihai Juncar
- Department of Dentistry, Faculty of Medicine and Pharmacy, University of Oradea, 10 Piața 1 Decembrie Street, 410073 Oradea, Romania; (O.M.); (L.L.V.); (M.J.)
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Mann AE, O'Connell LM, Osagie E, Akhigbe P, Obuekwe O, Omoigberale A, Kelly C, Coker MO, Richards VP. Impact of HIV on the Oral Microbiome of Children Living in Sub-Saharan Africa, Determined by Using an rpoC Gene Fragment Metataxonomic Approach. Microbiol Spectr 2023; 11:e0087123. [PMID: 37428077 PMCID: PMC10434123 DOI: 10.1128/spectrum.00871-23] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/11/2023] [Indexed: 07/11/2023] Open
Abstract
Children living with HIV have a higher prevalence of oral diseases, including caries, but the mechanisms underlying this higher prevalence are not well understood. Here, we test the hypothesis that HIV infection is associated with a more cariogenic oral microbiome, characterized by an increase in bacteria involved in the pathogenesis of caries. We present data generated from supragingival plaques collected from 484 children representing three exposure groups: (i) children living with HIV (HI), (ii) children who were perinatally exposed but uninfected (HEU), and (iii) unexposed and therefore uninfected children (HUU). We found that the microbiome of HI children is distinct from those of HEU and HUU children and that this distinction is more pronounced in diseased teeth than healthy teeth, suggesting that the impact of HIV is more severe as caries progresses. Moreover, we report both an increase in bacterial diversity and a decrease in community similarity in our older HI cohort compared to our younger HI cohort, which may in part be a prolonged effect of HIV and/or its treatment. Finally, while Streptococcus mutans is often a dominant species in late-stage caries, it tended to be found at lower frequency in our HI cohort than in other groups. Our results highlight the taxonomic diversity of the supragingival plaque microbiome and suggest that broad and increasingly individualistic ecological shifts are responsible for the pathogenesis of caries in children living with HIV, coupled with a diverse and possibly severe impact on known cariogenic taxa that potentially exacerbates caries. IMPORTANCE Since its recognition as a global epidemic in the early 1980s, approximately 84.2 million people have been diagnosed with HIV and 40.1 million people have died from AIDS-related illnesses. The development and increased global availability of antiretroviral treatment (ART) regimens have dramatically reduced the mortality rate of HIV and AIDS, yet approximately 1.5 million new infections were reported in 2021, 51% of which are in sub-Saharan Africa. People living with HIV have a higher prevalence of caries and other chronic oral diseases, the mechanisms of which are not well understood. Here, we used a novel genetic approach to characterize the supragingival plaque microbiome of children living with HIV and compared it to the microbiomes of uninfected and perinatally exposed children to better understand the role of oral bacteria in the etiology of tooth decay in the context of HIV exposure and infection.
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Affiliation(s)
- Allison E. Mann
- Department of Biological Sciences, Clemson University, Clemson, South Carolina, USA
| | - Lauren M. O'Connell
- Department of Biological Sciences, Clemson University, Clemson, South Carolina, USA
| | - Esosa Osagie
- Institute of Human Virology Nigeria, Abuja, Nigeria
| | - Paul Akhigbe
- Institute of Human Virology Nigeria, Abuja, Nigeria
| | - Ozoemene Obuekwe
- University of Benin Teaching Hospital, Benin, Edo State, Nigeria
| | | | - Colton Kelly
- Department of Biological Sciences, Clemson University, Clemson, South Carolina, USA
- School of Dentistry, University of the Pacific, San Francisco, California, USA
| | - the DOMHaIN Study Team
- Department of Biological Sciences, Clemson University, Clemson, South Carolina, USA
- Institute of Human Virology Nigeria, Abuja, Nigeria
- University of Benin Teaching Hospital, Benin, Edo State, Nigeria
- Department of Oral Biology, Rutgers School of Dental Medicine, Rutgers University, Newark, New Jersey, USA
- School of Dentistry, University of the Pacific, San Francisco, California, USA
| | - Modupe O. Coker
- Institute of Human Virology Nigeria, Abuja, Nigeria
- Department of Oral Biology, Rutgers School of Dental Medicine, Rutgers University, Newark, New Jersey, USA
| | - Vincent P. Richards
- Department of Biological Sciences, Clemson University, Clemson, South Carolina, USA
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30
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Na HS, Song Y, Yu Y, Chung J. Comparative Analysis of Primers Used for 16S rRNA Gene Sequencing in Oral Microbiome Studies. Methods Protoc 2023; 6:71. [PMID: 37623922 PMCID: PMC10460062 DOI: 10.3390/mps6040071] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 07/26/2023] [Accepted: 08/03/2023] [Indexed: 08/26/2023] Open
Abstract
Recent advances in genomic technologies have enabled more in-depth study of the oral microbiome. In this study, we compared the amplicons generated by primers targeting different sites of the 16S rRNA gene found in the Human Oral Microbiome Database (HOMD). Six sets of primer targeting V1-V2, V1-V3, V3-V4, V4-V5, V5-V7 and V6-V8 regions of 16S rRNA were tested via in silico simulation. Primers targeting the V1-V2, V3-V4, and V4-V5 regions generated more than 90% of the original input sequences. Primers targeting the V1-V2 and V1-V3 regions exhibited a low number of mismatches and unclassified sequences at the taxonomic level, but there were notable discrepancies at the species level. Phylogenetic tree comparisons showed primers targeting the V1-V2 and V3-V4 regions showed performances similar to primers targeting the whole 16s RNA region in terms of separating total oral microbiomes and periodontopathogens. In an analysis of clinical oral samples, V1-V2 primers showed superior performance for identifying more taxa and had better resolution sensitivity for Streptococcus than V3-V4 primers. In conclusion, primers targeting the V1-V2 region of 16S rRNA showed the best performance for oral microbiome studies. In addition, the study demonstrates the need for careful PCR primer selections.
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Affiliation(s)
- Hee Sam Na
- Department of Oral Microbiology, School of Dentistry, Pusan National University, Yangsan 50612, Republic of Korea (Y.S.)
- Oral Genomics Research Center, Pusan National University, Yangsan 50612, Republic of Korea
- Dental Research Institute, BK21 PLUS Project, School of Dentistry, Pusan National University, Yangsan 50612, Republic of Korea
| | - Yuri Song
- Department of Oral Microbiology, School of Dentistry, Pusan National University, Yangsan 50612, Republic of Korea (Y.S.)
- Oral Genomics Research Center, Pusan National University, Yangsan 50612, Republic of Korea
| | - Yeuni Yu
- Interdisciplinary Program of Genomic Science, Pusan National University, Yangsan 50612, Republic of Korea
- Department of Biomedical Informatics, School of Medicine, Pusan National University, Busan 46241, Republic of Korea
| | - Jin Chung
- Department of Oral Microbiology, School of Dentistry, Pusan National University, Yangsan 50612, Republic of Korea (Y.S.)
- Oral Genomics Research Center, Pusan National University, Yangsan 50612, Republic of Korea
- Dental Research Institute, BK21 PLUS Project, School of Dentistry, Pusan National University, Yangsan 50612, Republic of Korea
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31
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García-Quintana A, Frattaroli-Pericchi A, Feldman S, Luengo J, Acevedo AM. Initial oral microbiota and the impact of delivery mode and feeding practices in 0 to 2 month-old infants. Braz Oral Res 2023; 37:e078. [PMID: 37531514 DOI: 10.1590/1807-3107bor-2023.vol37.0078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 04/12/2023] [Indexed: 08/04/2023] Open
Abstract
The aim of this study was to describe the initial oral microbiota and how delivery mode and feeding practices impact its diversity in 0-2-month-old infants. This was a cross-sectional study that consisted of one collection of saliva samples from 0-2-month infants at baseline. Ten pairs of mothers and infants were selected. Medical health history, pregnancy, birth, feeding practices (breastfeeding or milk formula), and infant health status was obtained. Pooled microbial samples were obtained from the oral surfaces using a sterile cotton swab. Infants did not receive any breast milk before sampling. After collection, each swab was analyzed through microbiological culture-based procedures, using selective mediums. Cultures were analyzed for the presence of Streptococci, Lactobacillus, Staphylococcus, Enterobacterium , and Candida albicans . Twenty percent of the samples were serially diluted (10-2) to assess the number of bacteria expressed as CFU. Bacillota was the leading phylogenetic group in the infant's pooled microbial sample. The most prevalent genera were Streptococcus, Lactobacillus , and Staphylococcus . Two participants had a positive growth of Candida albicans . The association between genus group, type of delivery, and feeding practices was not statistically significant (p > 0.05). Lactobacillus genus was frequently present in the cesarean delivery group but with slightly higher counts in a vaginal delivery study subject. Exclusively breastfed infants showed presence of Streptococcus, Lactobacillus, Staphylococcus . The oral microbiome in infants (0-2 month-old) is highly heterogeneous and dynamic. Microbiota composition seems to be impacted by mode of delivery, with slight differences among groups. Breastmilk appears as an essential factor in maintaining the oral microbiome's stability and diversity.
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Affiliation(s)
| | | | - Sonia Feldman
- Private Practice at Complejo Social Don Bosco, Caracas, Venezuela
| | | | - Ana María Acevedo
- Universidad Central de Venezuela, Facultad de Odontología, Instituto de Investigaciones Odontológicas, Caracas, Venezuela
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Raksakmanut R, Thanyasrisung P, Sritangsirikul S, Kitsahawong K, Seminario A, Pitiphat W, Matangkasombut O. Prediction of Future Caries in 1-Year-Old Children via the Salivary Microbiome. J Dent Res 2023; 102:626-635. [PMID: 36919874 PMCID: PMC10399075 DOI: 10.1177/00220345231152802] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
Dental caries is the most common chronic disease in children that causes negative effects on their health, development, and well-being. Early preventive interventions are key to reduce early childhood caries prevalence. An efficient strategy is to provide risk-based targeted prevention; however, this requires an accurate caries risk predictor, which is still lacking for infants before caries onset. We aimed to develop a caries prediction model based on the salivary microbiome of caries-free 1-y-old children. Using a nested case-control design within a prospective cohort study, we selected 30 children based on their caries status at 1-y follow-up (at 2 y old): 10 children who remained caries-free, 10 who developed noncavitated caries, and 10 who developed cavitated caries. Saliva samples collected at baseline before caries onset were analyzed through 16S rRNA gene sequencing. The results of β diversity analysis showed a significant difference in salivary microbiome composition between children who remained caries-free and those who developed cavitated caries at 2 y old (analysis of similarities, Benjamini-Hochberg corrected, P = 0.042). The relative abundance of Prevotella nanceiensis, Leptotrichia sp. HMT 215, Prevotella melaninogenica, and Campylobacter concisus in children who remained caries-free was significantly higher than in children who developed cavitated caries (Wilcoxon rank sum test, P = 0.024, 0.040, 0.049, and 0.049, respectively). These taxa were also identified as biomarkers for children who remained caries-free (linear discriminant analysis effect size, linear discriminant analysis score = 3.69, 3.74, 3.53, and 3.46). A machine learning model based on these 4 species distinguished between 1-y-old children who did and did not develop cavitated caries at 2 y old, with an accuracy of 80%, sensitivity of 80%, and specificity of 80% (area under the curve, 0.8; 95% CI, 44.4 to 97.5). Our findings suggest that these salivary microbial biomarkers could assist in predicting future caries in caries-free 1-y-old children and, upon validation, are promising for development into an adjunctive tool for caries risk prediction for prevention and monitoring.
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Affiliation(s)
- R. Raksakmanut
- Graduate Program in Oral Biology and Center of Excellence on Oral Microbiology and Immunology, Faculty of Dentistry, Chulalongkorn University, Wang-Mai, Pathumwan, Bangkok, Thailand
| | - P. Thanyasrisung
- Department of Microbiology and Center of Excellence on Oral Microbiology and Immunology, Faculty of Dentistry, Chulalongkorn University, Wang-Mai, Pathumwan, Bangkok, Thailand
| | - S. Sritangsirikul
- Department of Pediatric Dentistry, Faculty of Dentistry, Chulalongkorn University, Wang-Mai, Pathumwan, Bangkok, Thailand
- PhD Program in Oral Sciences, Faculty of Dentistry, Khon Kaen University, Muang District, Khon Kaen, Thailand
| | - K. Kitsahawong
- Division of Pediatric Dentistry, Department of Preventive Dentistry, Faculty of Dentistry, Khon Kaen University, Muang District, Khon Kaen, Thailand
| | - A.L. Seminario
- Department of Pediatric Dentistry, School of Dentistry, University of Washington, WA, USA
| | - W. Pitiphat
- Division of Dental Public Health, Department of Preventive Dentistry, Faculty of Dentistry, Khon Kaen University, Muang District, Khon Kaen, Thailand
| | - O. Matangkasombut
- Department of Microbiology and Center of Excellence on Oral Microbiology and Immunology, Faculty of Dentistry, Chulalongkorn University, Wang-Mai, Pathumwan, Bangkok, Thailand
- Research Laboratory of Biotechnology, Chulabhorn Research Institute, Laksi, Bangkok, Thailand
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Liu Y, Daniel SG, Kim HE, Koo H, Korostoff J, Teles F, Bittinger K, Hwang G. Addition of cariogenic pathogens to complex oral microflora drives significant changes in biofilm compositions and functionalities. MICROBIOME 2023; 11:123. [PMID: 37264481 DOI: 10.1186/s40168-023-01561-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 04/27/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND Dental caries is a microbe and sugar-mediated biofilm-dependent oral disease. Of particular significance, a virulent type of dental caries, known as severe early childhood caries (S-ECC), is characterized by the synergistic polymicrobial interaction between the cariogenic bacterium, Streptococcus mutans, and an opportunistic fungal pathogen, Candida albicans. Although cross-sectional studies reveal their important roles in caries development, these exhibit limitations in determining the significance of these microbial interactions in the pathogenesis of the disease. Thus, it remains unclear the mechanism(s) through which the cross-kingdom interaction modulates the composition of the plaque microbiome. Here, we employed a novel ex vivo saliva-derived microcosm biofilm model to assess how exogenous pathogens could impact the structural and functional characteristics of the indigenous native oral microbiota. RESULTS Through shotgun whole metagenome sequencing, we observed that saliva-derived biofilm has decreased richness and diversity but increased sugar-related metabolism relative to the planktonic phase. Addition of S. mutans and/or C. albicans to the native microbiome drove significant changes in its bacterial composition. In addition, the effect of the exogenous pathogens on microbiome diversity and taxonomic abundances varied depending on the sugar type. While the addition of S. mutans induced a broader effect on Kyoto Encyclopedia of Genes and Genomes (KEGG) ortholog abundances with glucose/fructose, S. mutans-C. albicans combination under sucrose conditions triggered unique and specific changes in microbiota composition/diversity as well as specific effects on KEGG pathways. Finally, we observed the presence of human epithelial cells within the biofilms via confocal microscopy imaging. CONCLUSIONS Our data revealed that the presence of S. mutans and C. albicans, alone or in combination, as well as the addition of different sugars, induced unique alterations in both the composition and functional attributes of the biofilms. In particular, the combination of S. mutans and C. albicans seemed to drive the development (and perhaps the severity) of a dysbiotic/cariogenic oral microbiome. Our work provides a unique and pragmatic biofilm model for investigating the functional microbiome in health and disease as well as developing strategies to modulate the microbiome. Video Abstract.
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Affiliation(s)
- Yuan Liu
- Department of Preventive and Restorative Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Scott G Daniel
- Department of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Hye-Eun Kim
- Department of Preventive and Restorative Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Hyun Koo
- Department of Orthodontics, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Center for Innovation & Precision Dentistry, School of Dental Medicine, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jonathan Korostoff
- Department of Periodontics, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Flavia Teles
- Center for Innovation & Precision Dentistry, School of Dental Medicine, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Basic & Translational Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Kyle Bittinger
- Department of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA.
| | - Geelsu Hwang
- Department of Preventive and Restorative Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Center for Innovation & Precision Dentistry, School of Dental Medicine, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Department of Chemical and Biomolecular Engineering, College of Engineering, Yonsei University, Seoul, 03722, Republic of Korea.
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34
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Zhu Y, Wang Y, Zhang S, Li J, Li X, Ying Y, Yuan J, Chen K, Deng S, Wang Q. Association of polymicrobial interactions with dental caries development and prevention. Front Microbiol 2023; 14:1162380. [PMID: 37275173 PMCID: PMC10232826 DOI: 10.3389/fmicb.2023.1162380] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 05/02/2023] [Indexed: 06/07/2023] Open
Abstract
Dental caries is a common oral disease. In many cases, disruption of the ecological balance of the oral cavity can result in the occurrence of dental caries. There are many cariogenic microbiota and factors, and their identification allows us to take corresponding prevention and control measures. With the development of microbiology, the caries-causing bacteria have evolved from the traditional single Streptococcus mutans to the discovery of oral symbiotic bacteria. Thus it is necessary to systematically organized the association of polymicrobial interactions with dental caries development. In terms of ecology, caries occurs due to an ecological imbalance of the microbiota, caused by the growth and reproduction of cariogenic microbiota due to external factors or the disruption of homeostasis by one's own factors. To reduce the occurrence of dental caries effectively, and considering the latest scientific viewpoints, caries may be viewed from the perspective of ecology, and preventive measures can be taken; hence, this article systematically summarizes the prevention and treatment of dental caries from the aspects of ecological perspectives, in particular the ecological biofilm formation, bacterial quorum sensing, the main cariogenic microbiota, and preventive measures.
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Affiliation(s)
- Yimei Zhu
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Ying Wang
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, China
| | - Shuyang Zhang
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, China
| | - Jiaxuan Li
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Xin Li
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Yuanyuan Ying
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Jinna Yuan
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Keda Chen
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Shuli Deng
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, China
| | - Qingjing Wang
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
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35
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Mahmud ASM, Seers CA, Shaikh AA, Taznin T, Uzzaman MS, Osman E, Habib MA, Akter S, Banu TA, Sarkar MMH, Goswami B, Jahan I, Okeoma CM, Khan MS, Reynolds EC. A multicentre study reveals dysbiosis in the microbial co-infection and antimicrobial resistance gene profile in the nasopharynx of COVID-19 patients. Sci Rep 2023; 13:4122. [PMID: 36914691 PMCID: PMC10009844 DOI: 10.1038/s41598-023-30504-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 02/24/2023] [Indexed: 03/16/2023] Open
Abstract
The impact of SARS-CoV-2 infection on the nasopharyngeal microbiome has not been well characterised. We sequenced genetic material extracted from nasopharyngeal swabs of SARS-CoV-2-positive individuals who were asymptomatic (n = 14), had mild (n = 64) or severe symptoms (n = 11), as well as from SARS-CoV-2-negative individuals who had never-been infected (n = 5) or had recovered from infection (n = 7). Using robust filters, we identified 1345 taxa with approximately 0.1% or greater read abundance. Overall, the severe cohort microbiome was least diverse. Bacterial pathogens were found in all cohorts, but fungal species identifications were rare. Few taxa were common between cohorts suggesting a limited human nasopharynx core microbiome. Genes encoding resistance mechanisms to 10 antimicrobial classes (> 25% sequence coverages, 315 genes, 63 non-redundant) were identified, with β-lactam resistance genes near ubiquitous. Patients infected with SARS-CoV-2 (asymptomatic and mild) had a greater incidence of antibiotic resistance genes and a greater microbial burden than the SARS-CoV-2-negative individuals. This should be considered when deciding how to treat COVID-19 related bacterial infections.
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Affiliation(s)
- A Sayeed M Mahmud
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Christine A Seers
- The Oral Health Cooperative Research Centre, Melbourne Dental School, Bio21 Institute, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Aftab Ali Shaikh
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Tarannum Taznin
- Jashore University of Science and Technology, Jashore, 7408, Bangladesh
| | | | - Eshrar Osman
- SciTech Consulting and Solutions, Dhaka, 1213, Bangladesh
| | - Md Ahashan Habib
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Shahina Akter
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Tanjina Akhtar Banu
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Md Murshed Hasan Sarkar
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Barna Goswami
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Iffat Jahan
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Chioma M Okeoma
- Department of Pathology, Microbiology, and Immunology, New York Medical College, 40 Sunshine Cottage Rd, Valhalla, NY, 10595, USA
| | - Md Salim Khan
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh.
| | - Eric C Reynolds
- The Oral Health Cooperative Research Centre, Melbourne Dental School, Bio21 Institute, The University of Melbourne, Parkville, VIC, 3010, Australia.
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Sukumar S, Wang F, Simpson CA, Willet CE, Chew T, Hughes TE, Bockmann MR, Sadsad R, Martin FE, Lydecker HW, Browne GV, Davis KM, Bui M, Martinez E, Adler CJ. Development of the oral resistome during the first decade of life. Nat Commun 2023; 14:1291. [PMID: 36894532 PMCID: PMC9998430 DOI: 10.1038/s41467-023-36781-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 02/10/2023] [Indexed: 03/11/2023] Open
Abstract
Antibiotic overuse has promoted the spread of antimicrobial resistance (AMR) with significant health and economic consequences. Genome sequencing reveals the widespread presence of antimicrobial resistance genes (ARGs) in diverse microbial environments. Hence, surveillance of resistance reservoirs, like the rarely explored oral microbiome, is necessary to combat AMR. Here, we characterise the development of the paediatric oral resistome and investigate its role in dental caries in 221 twin children (124 females and 97 males) sampled at three time points over the first decade of life. From 530 oral metagenomes, we identify 309 ARGs, which significantly cluster by age, with host genetic effects detected from infancy onwards. Our results suggest potential mobilisation of ARGs increases with age as the AMR associated mobile genetic element, Tn916 transposase was co-located with more species and ARGs in older children. We find a depletion of ARGs and species in dental caries compared to health. This trend reverses in restored teeth. Here we show the paediatric oral resistome is an inherent and dynamic component of the oral microbiome, with a potential role in transmission of AMR and dysbiosis.
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Affiliation(s)
- Smitha Sukumar
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
| | - Fang Wang
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Carra A Simpson
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, US
| | - Cali E Willet
- Sydney Informatics Hub, Core Research Facilities, The University of Sydney, Sydney, NSW, Australia
| | - Tracy Chew
- Sydney Informatics Hub, Core Research Facilities, The University of Sydney, Sydney, NSW, Australia
| | - Toby E Hughes
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Adelaide Dental School, University of Adelaide, Adelaide, SA, Australia
| | | | - Rosemarie Sadsad
- Sydney Informatics Hub, Core Research Facilities, The University of Sydney, Sydney, NSW, Australia
| | - F Elizabeth Martin
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Henry W Lydecker
- Sydney Informatics Hub, Core Research Facilities, The University of Sydney, Sydney, NSW, Australia
| | - Gina V Browne
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Institute of Dental Research, Westmead Centre for Oral Health, Westmead, NSW, Australia
| | - Kylie M Davis
- Adelaide Dental School, University of Adelaide, Adelaide, SA, Australia
| | - Minh Bui
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Elena Martinez
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Sydney, NSW, Australia
| | - Christina J Adler
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia.
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37
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Gancz AS, Weyrich LS. Studying ancient human oral microbiomes could yield insights into the evolutionary history of noncommunicable diseases. F1000Res 2023; 12:109. [PMID: 37065506 PMCID: PMC10090864 DOI: 10.12688/f1000research.129036.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/03/2023] [Indexed: 01/31/2023] Open
Abstract
Noncommunicable diseases (NCDs) have played a critical role in shaping human evolution and societies. Despite the exceptional impact of NCDs economically and socially, little is known about the prevalence or impact of these diseases in the past as most do not leave distinguishing features on the human skeleton and are not directly associated with unique pathogens. The inability to identify NCDs in antiquity precludes researchers from investigating how changes in diet, lifestyle, and environments modulate NCD risks in specific populations and from linking evolutionary processes to modern health patterns and disparities. In this review, we highlight how recent advances in ancient DNA (aDNA) sequencing and analytical methodologies may now make it possible to reconstruct NCD-related oral microbiome traits in past populations, thereby providing the first proxies for ancient NCD risk. First, we review the direct and indirect associations between modern oral microbiomes and NCDs, specifically cardiovascular disease, diabetes mellitus, rheumatoid arthritis, and Alzheimer's disease. We then discuss how oral microbiome features associated with NCDs in modern populations may be used to identify previously unstudied sources of morbidity and mortality differences in ancient groups. Finally, we conclude with an outline of the challenges and limitations of employing this approach, as well as how they might be circumvented. While significant experimental work is needed to verify that ancient oral microbiome markers are indeed associated with quantifiable health and survivorship outcomes, this new approach is a promising path forward for evolutionary health research.
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Affiliation(s)
- Abigail S Gancz
- Department of Anthropology, Pennsylvania State University, State College, PA, 16802, USA
| | - Laura S Weyrich
- Department of Anthropology, Pennsylvania State University, State College, PA, 16802, USA
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia, 5005, Australia
- Huck Institutes of the Life Sciences, Pennsylvania State University, State College, PA, 16802, USA
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Morrison AG, Sarkar S, Umar S, Lee STM, Thomas SM. The Contribution of the Human Oral Microbiome to Oral Disease: A Review. Microorganisms 2023; 11:318. [PMID: 36838283 PMCID: PMC9962706 DOI: 10.3390/microorganisms11020318] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/16/2023] [Accepted: 01/20/2023] [Indexed: 01/28/2023] Open
Abstract
The oral microbiome is an emerging field that has been a topic of discussion since the development of next generation sequencing and the implementation of the human microbiome project. This article reviews the current literature surrounding the oral microbiome, briefly highlighting most recent methods of microbiome characterization including cutting edge omics, databases for the microbiome, and areas with current gaps in knowledge. This article also describes reports on microorganisms contained in the oral microbiome which include viruses, archaea, fungi, and bacteria, and provides an in-depth analysis of their significant roles in tissue homeostasis. Finally, we detail key bacteria involved in oral disease, including oral cancer, and the current research surrounding their role in stimulation of inflammatory cytokines, the role of gingival crevicular fluid in periodontal disease, the creation of a network of interactions between microorganisms, the influence of the planktonic microbiome and cospecies biofilms, and the implications of antibiotic resistance. This paper provides a comprehensive literature analysis while also identifying gaps in knowledge to enable future studies to be conducted.
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Affiliation(s)
- Austin Gregory Morrison
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Soumyadev Sarkar
- Division of Biology, Kansas State University, Manhattan, KS 66506, USA
| | - Shahid Umar
- Department of General Surgery, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Sonny T. M. Lee
- Division of Biology, Kansas State University, Manhattan, KS 66506, USA
- 1717 Claflin Road, 136 Ackert Hall, Manhattan, KS 66506, USA
| | - Sufi Mary Thomas
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA
- Departments of Otolaryngology, University of Kansas Medical Center, Kansas City, KS 66160, USA
- Departments of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA
- 3901 Rainbow Blvd., 4031 Wahl Hall East, MS 3040, Kansas City, KS 66160, USA
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Seidel CL, Strobel K, Weider M, Tschaftari M, Unertl C, Willershausen I, Weber M, Hoerning A, Morhart P, Schneider M, Beckmann MW, Bogdan C, Gerlach RG, Gölz L. Orofacial clefts alter early life oral microbiome maturation towards higher levels of potentially pathogenic species: A prospective observational study. J Oral Microbiol 2023; 15:2164147. [PMID: 36632344 PMCID: PMC9828641 DOI: 10.1080/20002297.2022.2164147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Orofacial clefts (OFC) present different phenotypes with a postnatal challenge for oral microbiota development. In order to investigate the impact of OFC on oral microbiota, smear samples from 15 neonates with OFC and 17 neonates without OFC were collected from two oral niches (tongue, cheek) at two time points, i.e. after birth (T0: Ø3d OFC group; Ø2d control group) and 4-5 weeks later (T1: Ø32d OFC group; Ø31d control group). Subsequently, the samples were analyzed using next-generation sequencing. We detected a significant increase of alpha diversity and anaerobic and Gram-negative species from T0 to T1 in both groups. Further, we found that at T1 OFC neonates presented a significantly lower alpha diversity (lowest values for high cleft severity) and significantly higher levels of Enterobacteriaceae (Citrobacter, Enterobacter, Escherichia-Shigella, Klebsiella), Enterococcus, Bifidobacterium, Corynebacterium, Lactocaseibacillus, Staphylococcus, Acinetobacter and Lawsonella compared to controls. Notably, neonates with unilateral and bilateral cleft lip and palate (UCLP/BCLP) presented similarities in beta diversity and a mixture with skin microbiota. However, significant differences were seen in neonates with cleft palate only compared to UCLP/BCLP with higher levels of anaerobic species. Our findings revealed an influence of OFC as well as cleft phenotype and severity on postnatal oral microbiota maturation.
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Affiliation(s)
- Corinna L. Seidel
- Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany,CONTACT Corinna L. Seidel Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität Erlangen-Nürnberg, Glückstraße 11, Erlangen91054, Germany
| | - Karin Strobel
- Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias Weider
- Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Marco Tschaftari
- Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Christoph Unertl
- Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Ines Willershausen
- Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Manuel Weber
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - André Hoerning
- Department of Pediatric and Adolescent Medicine, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Patrick Morhart
- Department of Pediatrics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Michael Schneider
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center (CCC) Erlangen-EMN, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias W. Beckmann
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center (CCC) Erlangen-EMN, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Christian Bogdan
- Mikrobiologisches Institut – Klinische Mikrobiologie, Immunologie und Hygiene, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany,Medical Immunology Campus Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Roman G. Gerlach
- Mikrobiologisches Institut – Klinische Mikrobiologie, Immunologie und Hygiene, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany,Roman G. Gerlach Mikrobiologisches Institut - Klinische Mikrobiologie, Immunologie und Hygiene Friedrich-Alexander-Universität Erlangen-Nürnberg, Wasserturmstraße 3/5, Erlangen91054, Germany
| | - Lina Gölz
- Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany,Lina Gölz Department of Orthodontics and Orofacial Orthopedics, Universitätsklinikum Erlangen Friedrich-Alexander-Universität Erlangen-Nürnberg, Glückstraße 11, Erlangen91054, Germany
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Leão I, de Carvalho TB, Henriques V, Ferreira C, Sampaio-Maia B, Manaia CM. Pseudomonadota in the oral cavity: a glimpse into the environment-human nexus. Appl Microbiol Biotechnol 2023; 107:517-534. [PMID: 36567346 PMCID: PMC9842593 DOI: 10.1007/s00253-022-12333-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 12/08/2022] [Accepted: 12/09/2022] [Indexed: 12/27/2022]
Abstract
The phylum Pseudomonadota is amongst the most represented in the environment, with a comparatively lower prevalence in the human oral cavity. The ubiquity of Pseudomonadota and the fact that the oral cavity is the most likely entry portal of bacteria from external sources underlie the need to better understand its occurrence in the interface environment-humans. Yet, the relevance oral Pseudomonadota is largely underexplored in the scientific literature, a gap that this review aims at addressing by making, for the first time, an overview of the diversity and ecology of Pseudomonadota in the oral cavity. The screening of scientific literature and human microbiome databases unveiled 1328 reports of Pseudomonadota in the oral cavity. Most of these belonged to the classes Beta- and Gammaproteobacteria, mainly to the families Neisseriaceae, Campylobacteriaceae, and Pasteurelaceae. Others also regularly reported include genera such as Enterobacter, Klebsiella, Acinetobacter, Escherichia, Burkholderia, or Citrobacter, whose members have high potential to acquire virulence and antibiotic resistance genes. This review provides evidence that clinically relevant environmental Pseudomonadota may colonize humans via oral cavity. The need for further investigation about Pseudomonadota at the environment-oral cavity interface and their role as vectors potentially involved in virulence and antibiotic resistance transmission is demonstrated. KEY POINTS: • Neisseriaceae, Campylobacteriaceae, and Pasteurelaceae are part of the core oral microbiome • Enterobacteriaceae, Acinetobacter, or Burkholderia are frequent in the oral microbiome • Gut dysbiosis may be associated with colonization by ubiquitous oral Pseudomonadota.
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Affiliation(s)
- Inês Leão
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina – Laboratório Associado, Escola Superior de Biotecnologia, Porto, Portugal
| | - Teresa Bento de Carvalho
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina – Laboratório Associado, Escola Superior de Biotecnologia, Porto, Portugal
| | - Valentina Henriques
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina – Laboratório Associado, Escola Superior de Biotecnologia, Porto, Portugal
| | - Catarina Ferreira
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina – Laboratório Associado, Escola Superior de Biotecnologia, Porto, Portugal
| | - Benedita Sampaio-Maia
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal ,Faculdade de Medicina Dentária da Universidade do Porto, Porto, Portugal
| | - Célia M. Manaia
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina – Laboratório Associado, Escola Superior de Biotecnologia, Porto, Portugal
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Duque C, Chrisostomo DA, Souza ACA, de Almeida Braga GP, Dos Santos VR, Caiaffa KS, Pereira JA, de Oliveira WC, de Aguiar Ribeiro A, Parisotto TM. Understanding the Predictive Potential of the Oral Microbiome in the Development and Progression of Early Childhood Caries. Curr Pediatr Rev 2023; 19:121-138. [PMID: 35959611 DOI: 10.2174/1573396318666220811124848] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 03/24/2022] [Accepted: 04/22/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND Early childhood caries (ECC) is the most common chronic disease in young children and a public health problem worldwide. It is characterized by the presence of atypical and fast progressive caries lesions. The aggressive form of ECC, severe early childhood caries (S-ECC), can lead to the destruction of the whole crown of most of the deciduous teeth and cause pain and sepsis, affecting the child's quality of life. Although the multifactorial etiology of ECC is known, including social, environmental, behavioral, and genetic determinants, there is a consensus that this disease is driven by an imbalance between the oral microbiome and host, or dysbiosis, mediated by high sugar consumption and poor oral hygiene. Knowledge of the microbiome in healthy and caries status is crucial for risk monitoring, prevention, and development of therapies to revert dysbiosis and restore oral health. Molecular biology tools, including next-generation sequencing methods and proteomic approaches, have led to the discovery of new species and microbial biomarkers that could reveal potential risk profiles for the development of ECC and new targets for anti-caries therapies. This narrative review summarized some general aspects of ECC, such as definition, epidemiology, and etiology, the influence of oral microbiota in the development and progression of ECC based on the current evidence from genomics, transcriptomic, proteomic, and metabolomic studies and the effect of antimicrobial intervention on oral microbiota associated with ECC. CONCLUSION The evaluation of genetic and proteomic markers represents a promising approach to predict the risk of ECC before its clinical manifestation and plan efficient therapeutic interventions for ECC in its initial stages, avoiding irreversible dental cavitation.
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Affiliation(s)
- Cristiane Duque
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Daniela Alvim Chrisostomo
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Amanda Caselato Andolfatto Souza
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Gabriela Pacheco de Almeida Braga
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Vanessa Rodrigues Dos Santos
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Karina Sampaio Caiaffa
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Jesse Augusto Pereira
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Warlley Campos de Oliveira
- Department of Preventive and Restorative Dentistry, Araçatuba Dental School, State University of São Paulo (UNESP), Araçatuba, Brazil
| | - Apoena de Aguiar Ribeiro
- Division of Diagnostic Sciences, University of North Carolina at Chapel Hill - Adams School of Dentistry, Chapel Hill, North Carolina, United State
| | - Thaís Manzano Parisotto
- Laboratory of Clinical and Molecular Microbiology, São Francisco University, Bragança Paulista, Brazil
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Cornejo CF, Soken LJ, Salgado PA, Gliosca LA, Squassi AF. Detection of Streptococcus mutans and Streptococcus sobrinus and Their Association with Oral Microbiome Stressors in 6-18-month-old Infants. Int J Clin Pediatr Dent 2023; 16:68-73. [PMID: 37020757 PMCID: PMC10067995 DOI: 10.5005/jp-journals-10005-2489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023] Open
Abstract
Aim To determine the presence of Streptococcus mutans (S. mutans) and Streptococcus sobrinus (S. sobrinus) and their association with extrinsic and intrinsic variables in 6-18-month-old infants. Methods This was an analytical, cross-sectional study of 65 6-18-month-old infants who visited the Centers for Early Childhood in Buenos Aires City. Three groups were established according to the presence of teeth-group I (GI)-edentulous infants, group II (GII)-infants with 1-8 teeth, and group III (GIII)-infants with 9-16 teeth. Data on the variables, diet, use of artificial teats, and oral hygiene were gathered using a self-administered questionnaire. An oral examination was performed according to the International Caries Detection and Assessment System (ICDAS II) criterion. A saliva sample was taken by aspiration with a sterile plastic syringe. Cariogenic Streptococci (CS) were counted using the adherence test in modified gold broth (AT-MGB). Molecular detection and quantification were performed by quantitative polymerase chain reaction (qPCR) (gtfB, gtfT, and tuf). Results A total of 12% of infants received oral hygiene, 38% used bottles, 30% used pacifiers, and 55% had sugar intake. S. sobrinus and S. mutans were detected in 57.1 and 28.6% of the children with caries, respectively. Groups I, II, and III had CS counts of log 2, 3.4, and 3.7, respectively. S. sobrinus was detected in 26.7% of GI, 52.9% of GII, and 85.7% of GIII, while S. mutans was detected in 13.3%, 35.3%, and 57.7%, respectively. Conclusion The prevalence of S. sobrinus was higher than S. mutans in all groups. The presence of CS was significantly associated with sugar intake. No association was found between S. mutans and S. sobrinus and the presence of caries, hygiene habits, or use of artificial teats. Clinical Significance This study supports the role of diet in developing a cariogenic biofilm in children under 2 years of age. How to cite this article Cornejo CF, Soken LJ, Salgado PA, et al. Detection of Streptococcus mutans and Streptococcus sobrinus and Their Association with Oral Microbiome Stressors in 6-18-month-old Infants. Int J Clin Pediatr Dent 2023;16(1):68-73.
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Affiliation(s)
- Celina F Cornejo
- Universidad de Buenos Aires, Facultad de Odontología, Cátedra de Odontología Preventiva y Comunitaria, Instituto de Investigaciones en Salud Publica, Buenos Aires, Argentina
| | - Luciana J Soken
- Universidad de Buenos Aires, Facultad de Odontología, Cátedra de Microbiología y Parasitología, Laboratorio de Diagnostico Microbiológico y Molecular, Buenos Aires, Argentina
| | - Pablo A Salgado
- Universidad de Buenos Aires, Facultad de Odontología, Cátedra de Odontología Preventiva y Comunitaria, Instituto de Investigaciones en Salud Publica, Buenos Aires, Argentina
| | - Laura A Gliosca
- Universidad de Buenos Aires, Facultad de Odontología, Cátedra de Microbiología y Parasitología, Laboratorio de Diagnostico Microbiológico y Molecular, Buenos Aires, Argentina
| | - Aldo F Squassi
- Universidad de Buenos Aires, Facultad de Odontología, Cátedra de Odontología Preventiva y Comunitaria, Instituto de Investigaciones en Salud Publica, Buenos Aires, Argentina
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Gancz AS, Weyrich LS. Studying ancient human oral microbiomes could yield insights into the evolutionary history of noncommunicable diseases. F1000Res 2023; 12:109. [PMID: 37065506 PMCID: PMC10090864 DOI: 10.12688/f1000research.129036.2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/05/2023] [Indexed: 04/19/2023] Open
Abstract
Noncommunicable diseases (NCDs) have played a critical role in shaping human evolution and societies. Despite the exceptional impact of NCDs economically and socially, little is known about the prevalence or impact of these diseases in the past as most do not leave distinguishing features on the human skeleton and are not directly associated with unique pathogens. The inability to identify NCDs in antiquity precludes researchers from investigating how changes in diet, lifestyle, and environments modulate NCD risks in specific populations and from linking evolutionary processes to modern health patterns and disparities. In this review, we highlight how recent advances in ancient DNA (aDNA) sequencing and analytical methodologies may now make it possible to reconstruct NCD-related oral microbiome traits in past populations, thereby providing the first proxies for ancient NCD risk. First, we review the direct and indirect associations between modern oral microbiomes and NCDs, specifically cardiovascular disease, diabetes mellitus, rheumatoid arthritis, and Alzheimer's disease. We then discuss how oral microbiome features associated with NCDs in modern populations may be used to identify previously unstudied sources of morbidity and mortality differences in ancient groups. Finally, we conclude with an outline of the challenges and limitations of employing this approach, as well as how they might be circumvented. While significant experimental work is needed to verify that ancient oral microbiome markers are indeed associated with quantifiable health and survivorship outcomes, this new approach is a promising path forward for evolutionary health research.
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Affiliation(s)
- Abigail S Gancz
- Department of Anthropology, Pennsylvania State University, State College, PA, 16802, USA
| | - Laura S Weyrich
- Department of Anthropology, Pennsylvania State University, State College, PA, 16802, USA
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia, 5005, Australia
- Huck Institutes of the Life Sciences, Pennsylvania State University, State College, PA, 16802, USA
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Blostein F, Bhaumik D, Davis E, Salzman E, Shedden K, Duhaime M, Bakulski KM, McNeil DW, Marazita ML, Foxman B. Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study. MICROBIOME 2022; 10:240. [PMID: 36567334 PMCID: PMC9791751 DOI: 10.1186/s40168-022-01442-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 12/01/2022] [Indexed: 05/09/2023]
Abstract
BACKGROUND Early childhood caries (ECC)-dental caries (cavities) occurring in primary teeth up to age 6 years-is a prevalent childhood oral disease with a microbial etiology. Streptococcus mutans was previously considered a primary cause, but recent research promotes the ecologic hypothesis, in which a dysbiosis in the oral microbial community leads to caries. In this incident, density sampled case-control study of 189 children followed from 2 months to 5 years, we use the salivary bacteriome to (1) prospectively test the ecological hypothesis of ECC in salivary bacteriome communities and (2) identify co-occurring salivary bacterial communities predicting future ECC. RESULTS Supervised classification of future ECC case status using salivary samples from age 12 months using bacteriome-wide data (AUC-ROC 0.78 95% CI (0.71-0.85)) predicts future ECC status before S. mutans can be detected. Dirichlet multinomial community state typing and co-occurrence network analysis identified similar robust and replicable groups of co-occurring taxa. Mean relative abundance of a Haemophilus parainfluenzae/Neisseria/Fusobacterium periodonticum group was lower in future ECC cases (0.14) than controls (0.23, P value < 0.001) in pre-incident visits, positively correlated with saliva pH (Pearson rho = 0.33, P value < 0.001) and reduced in individuals who had acquired S. mutans by the next study visit (0.13) versus those who did not (0.20, P value < 0.01). In a subset of whole genome shotgun sequenced samples (n = 30), case plaque had higher abundances of antibiotic production and resistance gene orthologs, including a major facilitator superfamily multidrug resistance transporter (MFS DHA2 family PBH value = 1.9 × 10-28), lantibiotic transport system permease protein (PBH value = 6.0 × 10-6) and bacitracin synthase I (PBH value = 5.6 × 10-6). The oxidative phosphorylation KEGG pathway was enriched in case plaque (PBH value = 1.2 × 10-8), while the ABC transporter pathway was depleted (PBH value = 3.6 × 10-3). CONCLUSIONS Early-life bacterial interactions predisposed children to ECC, supporting a time-dependent interpretation of the ecological hypothesis. Bacterial communities which assemble before 12 months of age can promote or inhibit an ecological succession to S. mutans dominance and cariogenesis. Intragenera competitions and intergenera cooperation between oral taxa may shape the emergence of these communities, providing points for preventive interventions. Video Abstract.
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Affiliation(s)
- Freida Blostein
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - Deesha Bhaumik
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - Elyse Davis
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - Elizabeth Salzman
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - Kerby Shedden
- Department of Statistics, University of Michigan, Ann Arbor, MI USA
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - Melissa Duhaime
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI USA
| | - Kelly M. Bakulski
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - Daniel W. McNeil
- Department of Psychology, West Virginia University, WVA, Morgantown, USA
- Department of Dental Practice & Rural Health, West Virginia University, Morgantown, WV USA
| | - Mary L. Marazita
- Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA USA
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA USA
- Clinical and Translational Sciences Institute, and Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA USA
| | - Betsy Foxman
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI USA
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Microbiome Changes in Children Treated under General Anesthesia for Severe Early Childhood Caries: Pilot Study. CHILDREN (BASEL, SWITZERLAND) 2022; 10:children10010030. [PMID: 36670581 PMCID: PMC9857191 DOI: 10.3390/children10010030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/23/2022] [Accepted: 12/22/2022] [Indexed: 12/29/2022]
Abstract
A full-mouth radical dental treatment under general anesthesia is a common approach for treating severe early childhood caries (S-ECC). However, previous study showed recurrence of the disease in 80% of cases within 12 months. The aim of the present study was to examine the changes in microbial composition of the dental biofilm of these children following treatment. Dental biofilm samples from five children (mean age 45.4 ± 10.1 months) were taken before and three months after treatment and analyzed for microbial composition using Next Generation Sequencing of the microbial DNA extracted from these samples. Although some reductions in the abundance of caries-pathogenic bacteria (e.g., Streptococcus mutans, Streptococcus sobrinus, Rothia dentocariosa and Scardovia wiggisiae) were seen in the post-treatment follow up samples, these reductions were for the most part not statistically significant, and these bacteria remained well above detection levels. Taken together, the results of the present pilot study suggest that the dental treatment alone is not enough to reduce the caries risk status of these children and that a more comprehensive approach should be considered.
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Zhang Y, Wu YP, Feng V, Cao GZ, Feng XP, Chen X. Microbiota of preterm infant develops over time along with the first teeth eruption. Front Microbiol 2022; 13:1049021. [PMID: 36620010 PMCID: PMC9813514 DOI: 10.3389/fmicb.2022.1049021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 11/25/2022] [Indexed: 12/24/2022] Open
Abstract
Objective The temporal growth of the infant microbiome in the early years of life influences short- and long-term infant health. The aim of this longitudinal study was to investigate bacterial dynamics in the microbiome of preterm infants during tooth eruption. Methods Saliva samples from normally delivered (n = 24) and preterm infants (n = 31) were collected 30 days after birth and after the eruption of two primary mandibular incisors. Based on Illumina MiSeq Sequencing of the 16S rRNA gene, the dynamic microbial changes of newborns at two-time points were investigated. Meanwhile, the Human Oral Microbiome Database was adopted for assigning taxonomy. Results Using alpha and beta diversity analyses, different shift patterns of microbiome structures in preterm and healthy participants and bacterial diversity over time were observed. The relative abundance and shifts trend, along with the two lower primary central incisors eruption, of core oral flora varies in full-term and preterm groups, including Gemella spp., Rothia mucilaginosa, Veillonella atypica, etc. Several microorganisms colonize later in the oral microbiome development of premature babies, such as Gemella spp. In addition to teeth eruption, the growth of the saliva microbiome in preterm infants could be influenced by breastfeeding durations and birth weight. Conclusion This study provided insights into how the oral microbiota changes during tooth eruption in preterm infants and how the colonization of the oral cavity with bacteria in preterm infants differs significantly from that in full-term infants.
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Affiliation(s)
| | | | | | | | | | - Xi Chen
- *Correspondence: Xi Chen, ; Xi-Ping Feng,
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Abstract
This narrative review seeks to examine the relationships between bacterial microbiomes and infectious disease. This is achieved by detailing how different human host microbiomes develop and function, from the earliest infant acquisitions of maternal and environmental species through to the full development of microbiomes by adulthood. Communication between bacterial species or communities of species within and outside of the microbiome is a factor in both maintenance of homeostasis and management of threats from the external environment. Dysbiosis of this homeostasis is key to understanding the development of disease states. Several microbiomes and the microbiota within are used as prime examples of how changes in species composition, particularly at the phylum level, leads to such diverse conditions as inflammatory bowel disease (IBD), type 2 diabetes, psoriasis, Parkinson's disease, reflux oesophagitis and others. The review examines spatial relationships between microbiomes to understand how dysbiosis in the gut microbiome in particular can influence diseases in distant host sites via routes such as the gut-lung, gut-skin and gut-brain axes. Microbiome interaction with host processes such as adaptive immunity is increasingly identified as critical to developing the capacity of the immune system to react to pathogens. Dysbiosis of essential bacteria involved in modification of host substrates such as bile acid components can result in development of Crohn's disease, small intestine bacterial overgrowth, hepatic cancer and obesity. Interactions between microbiomes in distantly located sites are being increasingly being identified, resulting in a 'whole of body' effect by the combined host microbiome.
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Affiliation(s)
- Jim Manos
- Infection, Immunity and InflammationSchool of Medical SciencesFaculty of Medicine and HealthThe Charles Perkins CentreThe University of SydneySydneyNSWAustralia
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D’Agostino S, Ferrara E, Valentini G, Stoica SA, Dolci M. Exploring Oral Microbiome in Healthy Infants and Children: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11403. [PMID: 36141674 PMCID: PMC9517473 DOI: 10.3390/ijerph191811403] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 09/06/2022] [Accepted: 09/07/2022] [Indexed: 06/16/2023]
Abstract
Recent advances in the development of next-generation sequencing (NGS) technologies, such as the 16S rRNA gene sequencing, have enabled significant progress in characterizing the architecture of the oral microbiome. Understanding the taxonomic and functional components of the oral microbiome, especially during early childhood development, is becoming critical for identifying the interactions and adaptations of bacterial communities to dynamic conditions that may lead to the dysfunction of the host environment, thereby contributing to the onset and/or progression of a wide range of pathological conditions. We aimed to provide a comprehensive overview of the most recent evidence from studies of the oral microbiome of infants and young children, focusing on the development of oral microbiome in the window of birth to 18 years, focusing on infants. A systematic literature search was conducted in PubMed, Scopus, WOS, and the WHO clinical trial website for relevant articles published between 2006 to 2022 to identify studies that examined genome-wide transcriptome of the oral microbiome in birth, early childhood, and adolescence performed via 16s rRNA sequence analysis. In addition, the references of selected articles were screened for other relevant studies. This systematic review was performed in accordance PRISMA guidelines. Data extraction and quality assessment were independently conducted by two authors, and a third author resolved discrepancies. Overall, 34 studies were included in this systematic review. Due to a considerable heterogeneity in study population, design, and outcome measures, a formal meta-analysis was not carried out. The current evidence indicates that a core microbiome is present in newborns, and it is stable in species number. Disparity about delivery mode influence are found. Further investigations are needed.
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Affiliation(s)
- Silvia D’Agostino
- Department of Interdisciplinary Medicine, University A. Moro, 70124 Bari, Italy
| | - Elisabetta Ferrara
- Department of Medical, Oral and Biotechnological Sciences, University G. d’Annunzio, 66100 Chieti, Italy
| | - Giulia Valentini
- Department of Medical, Oral and Biotechnological Sciences, University G. d’Annunzio, 66100 Chieti, Italy
| | - Sorana Andreea Stoica
- Department of Medical, Oral and Biotechnological Sciences, University G. d’Annunzio, 66100 Chieti, Italy
| | - Marco Dolci
- Department of Medical, Oral and Biotechnological Sciences, University G. d’Annunzio, 66100 Chieti, Italy
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Butler CA, Adams GG, Blum J, Byrne SJ, Carpenter L, Gussy MG, Calache H, Catmull DV, Reynolds EC, Dashper SG. Breastmilk influences development and composition of the oral microbiome. J Oral Microbiol 2022; 14:2096287. [PMID: 35832839 PMCID: PMC9272919 DOI: 10.1080/20002297.2022.2096287] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Background Human microbiomes assemble in an ordered, reproducible manner yet there is limited information about early colonisation and development of bacterial communities that constitute the oral microbiome. Aim The aim of this study was to determine the effect of exposure to breastmilk on assembly of the infant oral microbiome during the first 20 months of life. Methods The oral microbiomes of 39 infants, 13 who were never breastfed and 26 who were breastfed for more than 10 months, from the longitudinal VicGeneration birth cohort study, were determined at four ages. In total, 519 bacterial taxa were identified and quantified in saliva by sequencing the V4 region of the bacterial 16S rRNA genes. Results There were significant differences in the development of the oral microbiomes of never breastfed and breastfed infants. Bacterial diversity was significantly higher in never breastfed infants at 2 months, due largely to an increased abundance of Veillonella and species from the Bacteroidetes phylum compared with breastfed infants. Conclusion These differences likely reflect breastmilk playing a prebiotic role in selection of early-colonising, health-associated oral bacteria, such as the Streptococcus mitis group. The microbiomes of both groups became more heterogenous following the introduction of solid foods.
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Affiliation(s)
- Catherine A. Butler
- Centre for Oral Health Research, Melbourne Dental School, University of Melbourne, Carlton, Vic, Australia
| | - Geoffrey G. Adams
- Centre for Oral Health Research, Melbourne Dental School, University of Melbourne, Carlton, Vic, Australia
| | - Jordan Blum
- Centre for Oral Health Research, Melbourne Dental School, University of Melbourne, Carlton, Vic, Australia
| | - Samantha J. Byrne
- Centre for Oral Health Research, Melbourne Dental School, University of Melbourne, Carlton, Vic, Australia
| | - Lauren Carpenter
- Child and Community Wellbeing Unit, Melbourne School of Population & Global Health, University of Melbourne, Carlton, Vic, Australia
| | - Mark G. Gussy
- Lincoln International Institute for Rural Health, College of Social Science, University of Lincoln, Lincoln, UK
| | - Hanny Calache
- School of Health and Social Development, Deakin University, Burwood, Vic, Australia
| | - Deanne V. Catmull
- Centre for Oral Health Research, Melbourne Dental School, University of Melbourne, Carlton, Vic, Australia
| | - Eric C. Reynolds
- Centre for Oral Health Research, Melbourne Dental School, University of Melbourne, Carlton, Vic, Australia
| | - Stuart G. Dashper
- Centre for Oral Health Research, Melbourne Dental School, University of Melbourne, Carlton, Vic, Australia
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Wu TT, Xiao J, Manning S, Saraithong P, Pattanaporn K, Paster BJ, Chen T, Vasani S, Gilbert C, Zeng Y, Li Y. Multimodal Data Integration Reveals Mode of Delivery and Snack Consumption Outrank Salivary Microbiome in Association With Caries Outcome in Thai Children. Front Cell Infect Microbiol 2022; 12:881899. [PMID: 35677657 PMCID: PMC9168266 DOI: 10.3389/fcimb.2022.881899] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/20/2022] [Indexed: 12/22/2022] Open
Abstract
Early childhood caries (ECC) is not only the most common chronic childhood disease but also disproportionately affects underserved populations. Of those, children living in Thailand have been found to have high rates of ECC and severe ECC. Frequently, the cause of ECC is blamed on a handful of cariogenic organisms, such as Streptococcus mutans and Streptococcus sobrinus. However, ECC is a multifactorial disease that results from an ecological shift in the oral cavity from a neutral pH (~7.5) to an acidic pH (<5.5) environment influenced by the host individual’s biological, socio-behavioral, and lifestyle factors. Currently, there is a lack of understanding of how risk factors at various levels influence the oral health of children at risk. We applied a statistical machine learning approach for multimodal data integration (parallel and hierarchical) to identify caries-related multiplatform factors in a large cohort of mother-child dyads living in Chiang Mai, Thailand (N=177). Whole saliva (1 mL) was collected from each individual for DNA extraction and 16S rRNA sequencing. A set of maternal and early childhood factors were included in the data analysis. Significantly, vaginal delivery, preterm birth, and frequent sugary snacking were found to increase the risk for ECC. The salivary microbial diversity was significantly different in children with ECC or without ECC. Results of linear discriminant analysis effect size (LEfSe) analysis of the microbial community demonstrated that S. mutans, Prevotella histicola, and Leptotrichia hongkongensis were significantly enriched in ECC children. Whereas Fusobacterium periodonticum was less abundant among caries-free children, suggesting its potential to be a candidate biomarker for good oral health. Based on the multimodal data integration and statistical machine learning models, the study revealed that the mode of delivery and snack consumption outrank salivary microbiome in predicting ECC in Thai children. The biological and behavioral factors may play significant roles in the microbial pathobiology of ECC and warrant further investigation.
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Affiliation(s)
- Tong Tong Wu
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY, United States
| | - Jin Xiao
- Eastman Institute for Oral Health, University of Rochester Medical Center, Rochester, NY, United States
- *Correspondence: Yihong Li, ; Jin Xiao,
| | - Samantha Manning
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY, United States
| | - Prakaimuk Saraithong
- Department of Internal Medicine, Division of Infectious Diseases, Medical School University of Michigan, Ann Arbor, MI, United States
| | | | - Bruce J. Paster
- Department of Microbiology, Forsyth Institute, Cambridge, MA, United States
| | - Tsute Chen
- Department of Microbiology, Forsyth Institute, Cambridge, MA, United States
| | - Shruti Vasani
- Eastman Institute for Oral Health, University of Rochester Medical Center, Rochester, NY, United States
| | - Christie Gilbert
- Department of Microbiology and Immunology, University of Rochester Medical Center, Rochester, NY, United States
| | - Yan Zeng
- Eastman Institute for Oral Health, University of Rochester Medical Center, Rochester, NY, United States
| | - Yihong Li
- Department of Public and Ecosystem Health, Cornell University Master of Public Health Program, Ithaca, NY, United States
- *Correspondence: Yihong Li, ; Jin Xiao,
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