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Liu C, Udawatte NS, Liaw A, Staples R, Salomon C, Seneviratne CJ, Ivanovski S, Han P. Microbial DNA Profiles of Bacterial Extracellular Vesicles from 3D Salivary Polymicrobial Biofilms - A Pilot Study. Adv Healthc Mater 2025; 14:e2403300. [PMID: 39748613 DOI: 10.1002/adhm.202403300] [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: 09/17/2024] [Revised: 12/19/2024] [Indexed: 01/04/2025]
Abstract
With the advent of multi-layered and 3D scaffolds, the understanding of microbiome composition and pathogenic mechanisms within polymicrobial biofilms is continuously evolving. A fundamental component in mediating the microenvironment and bacterial-host communication within the biofilm are bilayered nanoparticles secreted by bacteria, known as bacterial extracellular vesicles (BEVs), which transport key biomolecules including proteins, nucleic acids, and metabolites. Their characteristics and microbiome profiles are yet to be explored in the context of in vitro salivary polymicrobial biofilm. This pilot study aimed to compare the profiles of BEVs from salivary biofilm cultured on a 2D tissue culture plate and 3D melt electrowritten medical-grade polycaprolactone (MEW mPCL) scaffold. BEVs derived from MEW mPCL biofilm exhibited enhanced purity and yield without altered EV morphology and lipopolysaccharide (LPS) content, with enriched BEVs-associated DNA from Capnocytophaga, porphyromonas, and veillonella genus. Moreover, compared to saliva controls, MEW mPCL BEVs showed comparable DNA expression of Tannerella forsythia, and Treponema denticola and significantly higher expression in Porphyromonas gingivalis, Eikenella corrodens and Lactobacillus acidophilus. Together, these findings highlight a more detailed microbial profile with BEVs derived from salivary biofilms cultured on 3D MEW PCL scaffolds, which facilitates an effective in vitro model with a greater resemblance to naturally occurring biofilms.
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Affiliation(s)
- Chun Liu
- School of Dentistry, Center for Oral-facial Regeneration, Rehabilitation and Reconstruction (COR3), Epigenetics nanodiagnostic and therapeutic group, The University of Queensland, Brisbane, QLD, 4006, Australia
| | - Nadeeka S Udawatte
- School of Dentistry, Center for Oral-facial Regeneration, Rehabilitation and Reconstruction (COR3), Epigenetics nanodiagnostic and therapeutic group, The University of Queensland, Brisbane, QLD, 4006, Australia
| | - Andrew Liaw
- School of Dentistry, Center for Oral-facial Regeneration, Rehabilitation and Reconstruction (COR3), Epigenetics nanodiagnostic and therapeutic group, The University of Queensland, Brisbane, QLD, 4006, Australia
| | - Reuben Staples
- School of Dentistry, Center for Oral-facial Regeneration, Rehabilitation and Reconstruction (COR3), Epigenetics nanodiagnostic and therapeutic group, The University of Queensland, Brisbane, QLD, 4006, Australia
| | - Carlos Salomon
- Translational Extracellular Vesicles in Obstetrics and Gynae-Oncology Group, The University of Queensland Centre for Clinical Research, Royal Brisbane and Women's Hospital, Faculty of Medicine, The University of Queensland, Brisbane, QLD, 4029, Australia
- UQ Centre for Extracellular Vesicle Nanomedicine, The University of Queensland, Brisbane, 4029, Australia
| | - Chaminda Jayampath Seneviratne
- School of Dentistry, Center for Oral-facial Regeneration, Rehabilitation and Reconstruction (COR3), Epigenetics nanodiagnostic and therapeutic group, The University of Queensland, Brisbane, QLD, 4006, Australia
| | - Sašo Ivanovski
- School of Dentistry, Center for Oral-facial Regeneration, Rehabilitation and Reconstruction (COR3), Epigenetics nanodiagnostic and therapeutic group, The University of Queensland, Brisbane, QLD, 4006, Australia
- UQ Centre for Extracellular Vesicle Nanomedicine, The University of Queensland, Brisbane, 4029, Australia
| | - Pingping Han
- School of Dentistry, Center for Oral-facial Regeneration, Rehabilitation and Reconstruction (COR3), Epigenetics nanodiagnostic and therapeutic group, The University of Queensland, Brisbane, QLD, 4006, Australia
- UQ Centre for Extracellular Vesicle Nanomedicine, The University of Queensland, Brisbane, 4029, Australia
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Devaraja K, Aggarwal S. Dysbiosis of Oral Microbiome: A Key Player in Oral Carcinogenesis? A Critical Review. Biomedicines 2025; 13:448. [PMID: 40002861 PMCID: PMC11852717 DOI: 10.3390/biomedicines13020448] [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: 01/06/2025] [Revised: 02/08/2025] [Accepted: 02/10/2025] [Indexed: 02/27/2025] Open
Abstract
The oral cavity is known to harbor hundreds of microorganisms, belonging to various genera, constituting a peculiar flora called the oral microbiome. The change in the relative distribution of the constituents of this microbial flora, due to any reason, leads to oral dysbiosis. For centuries, oral dysbiosis has been linked to the etiopathogenesis of several medical illnesses, both locally and systemically-. However, aided by the recent advent of bio-technological capabilities, several reports have re-emerged that link oral dysbiosis to oral carcinogenesis, and numerous studies are currently exploring their association and plausible mechanisms. Some of the proposed mechanisms of oral dysbiosis-induced carcinogenesis (ODIC) include-a bacteria-induced chronic inflammatory state leading to direct cellular damage, inflammatory-cytokine-mediated promotion of cellular proliferation and invasion, release of bacterial products that are carcinogenic, and suppression of local immunity by alteration of the tumor microenvironment. However, the actual interactions between these cellular mechanisms and their role in carcinogenesis are not yet fully understood. This review provides a comprehensive overview of the various hypotheses and mechanisms implicated in the ODIC, along with the corresponding molecular aberrations. Apart from discussing the usual constituents of the oral microbiome profile, the review also summarizes the various dysbiosis profiles implicated in ODIC. The review also sheds light on the potential clinical implications of the research on oral microbiome in the prevention and management of oral cancer.
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Affiliation(s)
- K. Devaraja
- Department of Head and Neck Surgery, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal 576104, India
| | - Sadhna Aggarwal
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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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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Samel-Garloff B, Goswami S, Ghosh A, Kreth J, Koley D. Quantifying picomoles of analyte from less than 100 live bacteria: A novel method with a buffering hydrogel as an electrochemical cell. Electrochim Acta 2024; 475:143527. [PMID: 38130629 PMCID: PMC10732351 DOI: 10.1016/j.electacta.2023.143527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
Microenvironmental changes in the chemical surrounding of bacterial cells might have a profound impact on the ecology of biofilms. However, quantifying total amount of picomoles of analyte from a miniscule number of bacteria is an analytical challenge. Here we provide a novel microliter volume hydrogel based electrochemical cell platform suitable of coulometrically measuring hydrogen peroxide (H2O2) produced by less than 100 cells of Streptococcus sanguinis, a relevant member of the healthy oral microbiome. A morpholine moiety was incorporated into the polymer structure of the hydrogel to create a controlled microenvironment at biological pH. We calculated the buffering capacity of this hydrogel as 0.257 ± 0.135 m o l H N O 3 m o l M E A × Δ p H over the pH range of 7.2-6.2 by using a novel method designed for buffering hydrogels. The H2O2 sensors coated in microliter volume of buffering hydrogel showed no change in sensitivity within the pH range of 7.0-3.0, allowing for H2O2 measurements of S. sanguinis independent of any acid they produce. The novel platform was able to measure down to 22.7 ± 3.5 pmol H2O2 produced by less than 100 bacterial cells, which would otherwise not be attainable in large solution-based assays. These findings indicate that this is a suitable platform for quantifying metabolites from sub-milligram biological samples and may even be suitable for direct analysis of raw biofilms samples with little to no sample pretreatment.
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Affiliation(s)
| | - Subir Goswami
- Department of Chemistry, Oregon State University, Corvallis OR
| | - Ankan Ghosh
- Department of Chemistry, Oregon State University, Corvallis OR
| | - Jens Kreth
- Division of Biomaterials and Biomedical Sciences, Oregon Health & Science University, Portland, OR
| | - Dipankar Koley
- Department of Chemistry, Oregon State University, Corvallis OR
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Spatafora G, Li Y, He X, Cowan A, Tanner ACR. The Evolving Microbiome of Dental Caries. Microorganisms 2024; 12:121. [PMID: 38257948 PMCID: PMC10819217 DOI: 10.3390/microorganisms12010121] [Citation(s) in RCA: 57] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 12/28/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
Dental caries is a significant oral and public health problem worldwide, especially in low-income populations. The risk of dental caries increases with frequent intake of dietary carbohydrates, including sugars, leading to increased acidity and disruption of the symbiotic diverse and complex microbial community of health. Excess acid production leads to a dysbiotic shift in the bacterial biofilm composition, demineralization of tooth structure, and cavities. Highly acidic and acid-tolerant species associated with caries include Streptococcus mutans, Lactobacillus, Actinomyces, Bifidobacterium, and Scardovia species. The differences in microbiotas depend on tooth site, extent of carious lesions, and rate of disease progression. Metagenomics and metatranscriptomics not only reveal the structure and genetic potential of the caries-associated microbiome, but, more importantly, capture the genetic makeup of the metabolically active microbiome in lesion sites. Due to its multifactorial nature, caries has been difficult to prevent. The use of topical fluoride has had a significant impact on reducing caries in clinical settings, but the approach is costly; the results are less sustainable for high-caries-risk individuals, especially children. Developing treatment regimens that specifically target S. mutans and other acidogenic bacteria, such as using nanoparticles, show promise in altering the cariogenic microbiome, thereby combatting the disease.
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Affiliation(s)
- Grace Spatafora
- Biology and Program in Molecular Biology and Biochemistry, Middlebury College, Middlebury, VT 05753, USA
| | - Yihong Li
- Department of Public and Ecosystem Health, Cornell University, Ithaca, NY 14853, USA;
| | - Xuesong He
- ADA-Forsyth Institute, Cambridge, MA 02142, USA;
| | - Annie Cowan
- The Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
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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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Rabe A, Gesell Salazar M, Michalik S, Kocher T, Below H, Völker U, Welk A. Impact of different oral treatments on the composition of the supragingival plaque microbiome. J Oral Microbiol 2022; 14:2138251. [PMID: 36338832 PMCID: PMC9629129 DOI: 10.1080/20002297.2022.2138251] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background Dental plaque consists of a diverse microbial community embedded in a complex structure of exopolysaccharides. Dental biofilms form a natural barrier against pathogens but lead to oral diseases in a dysbiotic state. Objective Using a metaproteome approach combined with a standard plaque-regrowth study, this pilot study examined the impact of different concentrations of lactoperoxidase (LPO) on early plaque formation, and active biological processes. Design Sixteen orally healthy subjects received four local treatments as a randomized single-blind study based on a cross-over design. Two lozenges containing components of the LPO-system in different concentrations were compared to a placebo and Listerine®. The newly formed dental plaque was analyzed by mass spectrometry (nLC-MS/MS). Results On average 1,916 metaproteins per sample were identified, which could be assigned to 116 genera and 1,316 protein functions. Listerine® reduced the number of metaproteins and their relative abundance, confirming the plaque inhibiting effect. The LPO-lozenges triggered mainly higher metaprotein abundances of early and secondary colonizers as well as bacteria associated with dental health but also periodontitis. Functional information indicated plaque biofilm growth. Conclusion In conclusion, the mechanisms on plaque biofilm formation of Listerine® and the LPO-system containing lozenges are different. In contrast to Listerine®, the lozenges led to a higher bacterial diversity.
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Affiliation(s)
- Alexander Rabe
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Felix-Hausdorff-Str. 8, 17475Greifswald, Germany,CONTACT Alexander Rabe University Medicine Greifswald, Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, Felix-Hausdorff-Str. 8, 17489Greifswald, Germany
| | - Manuela Gesell Salazar
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Felix-Hausdorff-Str. 8, 17475Greifswald, Germany
| | - Stephan Michalik
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Felix-Hausdorff-Str. 8, 17475Greifswald, Germany
| | - Thomas Kocher
- Center for Dentistry, Oral and Maxillofacial Medicine, Department of Restorative Dentistry, Periodontology, Endodontology, and Preventive and Pediatric Dentistry, Dental School of University Medicine Greifswald, Fleischmannstraße 42-44, 17489
| | - Harald Below
- Institute for Hygiene and Environmental Medicine, University Medicine Greifswald, Walter-Rathenau-Straße 49 A17475Greifswald, Germany
| | - Uwe Völker
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Felix-Hausdorff-Str. 8, 17475Greifswald, Germany
| | - Alexander Welk
- Center for Dentistry, Oral and Maxillofacial Medicine, Department of Restorative Dentistry, Periodontology, Endodontology, and Preventive and Pediatric Dentistry, Dental School of University Medicine Greifswald, Fleischmannstraße 42-44, 17489
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Deshpande AS, Fahrenfeld NL. Abundance, diversity, and host assignment of total, intracellular, and extracellular antibiotic resistance genes in riverbed sediments. WATER RESEARCH 2022; 217:118363. [PMID: 35390554 DOI: 10.1016/j.watres.2022.118363] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 06/14/2023]
Abstract
Human health risk assessment for environmental antibiotic resistant microbes requires not only quantifying the abundance of antibiotic resistance genes (ARGs) in environmental matrices, but also understanding their hosts and genetic context. Further, differentiating ARGs in intracellular and extracellular DNA (iDNA and eDNA) fractions may help refine our understanding of ARG transferability. The objectives of this study were to understand the (O1) abundance and diversity of extracellular, intracellular, and total ARGs along a land use gradient and (O2) impact of bioinformatics pipeline on the assignment of putative hosts for the ARGs observed in the different DNA fractions. Sediment samples were collected along a land use gradient in the Raritan River, New Jersey, USA. DNA was extracted to separate eDNA and iDNA and qPCR was performed for select ARGs and the 16S rRNA gene. Shotgun metagenomic sequencing was performed on DNA extracts for the different DNA fractions. ARG hosts were assigned via two different bioinformatic pipelines: network analysis of raw reads versus assembly. Results of the two pipelines were compared to evaluate their performance in terms of number and diversity of linkages and accuracy of in silico matrix spike host assignments. No differences were observed in the 16S rRNA gene normalized sul1 concentrations between the DNA fractions. The overall microbial community structure was more similar for iDNA and total DNA compared to eDNA and generally clustered by sampling site. ARGs associated with mobile genetic elements increased in iDNA for the downstream sites. Regarding host assignment, the raw reads pipeline via network analysis identified 247 ARG hosts as compared to 53 hosts identified by assembly pipeline. Other comparisons between the pipelines were made including ARG assignment to taxa containing waterborne pathogens and practical considerations regarding processing time.
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Affiliation(s)
- A S Deshpande
- Biochemistry and Microbiology, Rutgers University, New Brunswick, NJ 08901, USA
| | - N L Fahrenfeld
- Civil and Environmental Engineering, Rutgers University, 500 Bartholomew Rd., Piscataway, NJ 08854, USA.
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Ma R, Hou R, Guo JL, Zhang XY, Cao SJ, Huang XB, Wu R, Wen YP, Zhao Q, Du SY, Lin JC, Bai Y, Yan QG, Qi DW. The Plaque Microbiota Community of Giant Panda (Ailuropoda melanoleuca) Cubs With Dental Caries. Front Cell Infect Microbiol 2022; 12:866410. [PMID: 35573790 PMCID: PMC9097603 DOI: 10.3389/fcimb.2022.866410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/04/2022] [Indexed: 11/24/2022] Open
Abstract
Dental caries severely hinders efficient access to adequate energy in wildlife. Different food supplies will develop characteristic plaque, and the microorganisms of these plaque are closely related to dental health. Here, plaque samples from panda cubs with caries and caries-free were collected for 16S rRNA high-throughput sequencing. All sequences clustered into 337 operational taxonomic units (OTUs; 97% identity), representing 268 independent species belonging to 189 genera, 98 families, 51 orders, 24 classes, and 13 phyla. Two groups shared 218 OTUs, indicating the presence of a core plaque microbiome. α diversity analysis showed that the microbial diversity in plaques with caries exceeded that of caries-free. The dominant phyla of plaque microbiota included Proteobacteria, Bacteroidetes, Firmicutes, Fusobacteria, and Actinobacteria. The dominant genera included unclassified Neisseriaceae, Actinobacillus, Lautropia, Neisseria, Porhyromonas, unclassified Pasteurellaceae, Moraxella, Streptococcus, Bergeywlla and Capnocytophaga. β diversity analysis showed that the plaque microbial community structure was different between two groups. Using LEfSe analysis, 19 differentially abundant taxa were identified as potential biomarkers. Finally, function predictions analysis showed All the energy related metabolic pathways on KEGG level 2 were enriched in caries-active group. Consistent with the mainstream caries-causing narrative, our results illuminate the lack of information regarding the oral microflora composition and function within giant panda cubs.
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Affiliation(s)
- Rui Ma
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Rong Hou
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Jun-Liang Guo
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Xiu-Yue Zhang
- Key Laboratory of Bio-Resources and Eco-Environment, Ministry of Education, College of Life Science, Sichuan University, Chengdu, China
| | - San-Jie Cao
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Xiao-Bo Huang
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Rui Wu
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Yi-Ping Wen
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Qin Zhao
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Sen-Yan Du
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Ju-Chun Lin
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Yu Bai
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Qi-Gui Yan
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, Sichuan Agricultural University, Chengdu, China
- *Correspondence: Dun-Wu Qi, ; Qi-Gui Yan,
| | - Dun-Wu Qi
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
- *Correspondence: Dun-Wu Qi, ; Qi-Gui Yan,
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10
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Proteomic analysis of the periodontal pathogen Prevotella intermedia secretomes in biofilm and planktonic lifestyles. Sci Rep 2022; 12:5636. [PMID: 35379855 PMCID: PMC8980031 DOI: 10.1038/s41598-022-09085-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 03/04/2022] [Indexed: 11/10/2022] Open
Abstract
Prevotella intermedia is an important species associated with periodontitis. Despite the remarkable clinical significance, little is known about the molecular basis for its virulence. The aim of this study was to characterize the secretome of P. intermedia in biofilm and planktonic life mode. The biofilm secretome showed 109 proteins while the planktonic secretome showed 136 proteins. The biofilm and the planktonic secretomes contained 17 and 33 signal-peptide bearing proteins, 13 and 18 lipoproteins, respectively. Superoxide reductase, sensor histidine kinase, C40 family peptidase, elongation factor Tu, threonine synthase etc. were unique to biofilm. Of the ~ 30 proteins with predicted virulence potential from biofilm and planktonic secretomes, only 6 were common between the two groups, implying large differences between biofilm and planktonic modes of P. intermedia. From Gene Ontology biofilm secretome displayed a markedly higher percent proteins compared to planktonic secretome in terms of cellular amino acid metabolic process, nitrogen compound metabolic process etc. Inflammatory cytokine profile analysis revealed that only the biofilm secretome, not the planktonic one, induced important cytokines such as MIP-1α/MIP-1β, IL-1β, and IL-8. In conclusion, the revealed differences in the protein profiles of P. intermedia biofilm and planktonic secretomes may trigger further questions about molecular mechanisms how this species exerts its virulence potential in the oral cavity.
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Tadmor AD, Phillips R. MCRL: using a reference library to compress a metagenome into a non-redundant list of sequences, considering viruses as a case study. Bioinformatics 2022; 38:631-647. [PMID: 34636854 PMCID: PMC10060711 DOI: 10.1093/bioinformatics/btab703] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 10/03/2021] [Accepted: 10/07/2021] [Indexed: 02/03/2023] Open
Abstract
MOTIVATION Metagenomes offer a glimpse into the total genomic diversity contained within a sample. Currently, however, there is no straightforward way to obtain a non-redundant list of all putative homologs of a set of reference sequences present in a metagenome. RESULTS To address this problem, we developed a novel clustering approach called 'metagenomic clustering by reference library' (MCRL), where a reference library containing a set of reference genes is clustered with respect to an assembled metagenome. According to our proposed approach, reference genes homologous to similar sets of metagenomic sequences, termed 'signatures', are iteratively clustered in a greedy fashion, retaining at each step the reference genes yielding the lowest E values, and terminating when signatures of remaining reference genes have a minimal overlap. The outcome of this computation is a non-redundant list of reference genes homologous to minimally overlapping sets of contigs, representing potential candidates for gene families present in the metagenome. Unlike metagenomic clustering methods, there is no need for contigs to overlap to be associated with a cluster, enabling MCRL to draw on more information encoded in the metagenome when computing tentative gene families. We demonstrate how MCRL can be used to extract candidate viral gene families from an oral metagenome and an oral virome that otherwise could not be determined using standard approaches. We evaluate the sensitivity, accuracy and robustness of our proposed method for the viral case study and compare it with existing analysis approaches. AVAILABILITY AND IMPLEMENTATION https://github.com/a-tadmor/MCRL. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Arbel D Tadmor
- TRON - Translational Oncology at the University Medical Center of Johannes Gutenberg University, 55131 Mainz, Germany
- Department of Biochemistry and Molecular Biophysics, California Institute of Technology, Pasadena, CA 91125, USA
| | - Rob Phillips
- Department of Bioengineering, California Institute of Technology, Pasadena, CA 91125, USA
- Department of Applied Physics, California Institute of Technology, Pasadena, CA 91125, USA
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12
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Albaghdadi SZ, Altaher JB, Drobiova H, Bhardwaj RG, Karched M. In vitro Characterization of Biofilm Formation in Prevotella Species. FRONTIERS IN ORAL HEALTH 2021; 2:724194. [PMID: 35048047 PMCID: PMC8757683 DOI: 10.3389/froh.2021.724194] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 08/23/2021] [Indexed: 12/28/2022] Open
Abstract
Background: Periodontitis, a chronic inflammatory oral infection is the outcome of disturbances in the homeostasis of the oral biofilm microbiota. A number of studies have found the occurrence of Prevotella species in elevated levels in periodontitis compared to healthy subjects. Even though different aspects of Prevotella as part of oral biofilm have been studied, in vitro biofilms formed by these species have not been characterized systematically. The objective of this study was to characterize biofilms formed by several Prevotella species and further to assess biofilm inhibition and detachment of preformed biofilms. Methods: Biofilms were grown in 24-well plates containing brucella broth in anaerobic conditions for 3 days, and were quantified using crystal violet staining. Images of SYTO 9 Green fluorescent stained biofilms were captured using confocal microscopy. Biofilm inhibition and detachment by proteinase and DNase I was tested. The biochemical characterization included quantification of proteins and DNA in the biofilms and biofilm-supernatants. Results: Prevotella loescheii, Prevotella oralis and Prevotella nigrescens showed highest biofilm formation. P. nigrescens formed significantly higher amounts of biofilms than P. loescheii (P = 0.005) and P. oralis (P = 0.0013). Inhibition of biofilm formation was significant only in the case of P. oralis when treated with proteinase (P = 0.037), whereas with DNase I treatment, the inhibition was not significant (P = 0.531). Overall, proteinase was more effective in biofilm detachment than DNase I. Protein and DNA content were higher in biofilm than the supernatant with the highest amounts found in P. nigrescens biofilm and supernatants. P. oralis biofilms appeared to secrete large amounts of proteins extracellularly into the biofilm-supernatants. Conclusion: Significant differences among Prevotella species to form biofilms may imply their variable abilities to get integrated into oral biofilm communities. Of the species that were able to grow as biofilms, DNase I and proteinase inhibited the biofilm growth or were able to cause biofilm detachment.
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Affiliation(s)
| | | | | | | | - Maribasappa Karched
- Oral Microbiology Research Laboratory, Department of Bioclinical Sciences, Faculty of Dentistry, Health Sciences Center, Kuwait University, Jabriya, Kuwait
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13
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Brealey JC, Leitão HG, van der Valk T, Xu W, Bougiouri K, Dalén L, Guschanski K. Dental Calculus as a Tool to Study the Evolution of the Mammalian Oral Microbiome. Mol Biol Evol 2020; 37:3003-3022. [PMID: 32467975 PMCID: PMC7530607 DOI: 10.1093/molbev/msaa135] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Dental calculus, the calcified form of the mammalian oral microbial plaque biofilm, is a rich source of oral microbiome, host, and dietary biomolecules and is well preserved in museum and archaeological specimens. Despite its wide presence in mammals, to date, dental calculus has primarily been used to study primate microbiome evolution. We establish dental calculus as a valuable tool for the study of nonhuman host microbiome evolution, by using shotgun metagenomics to characterize the taxonomic and functional composition of the oral microbiome in species as diverse as gorillas, bears, and reindeer. We detect oral pathogens in individuals with evidence of oral disease, assemble near-complete bacterial genomes from historical specimens, characterize antibiotic resistance genes, reconstruct components of the host diet, and recover host genetic profiles. Our work demonstrates that metagenomic analyses of dental calculus can be performed on a diverse range of mammalian species, which will allow the study of oral microbiome and pathogen evolution from a comparative perspective. As dental calculus is readily preserved through time, it can also facilitate the quantification of the impact of anthropogenic changes on wildlife and the environment.
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Affiliation(s)
- Jaelle C Brealey
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Henrique G Leitão
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Tom van der Valk
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Wenbo Xu
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Katia Bougiouri
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Love Dalén
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
- Centre for Palaeogenetics, Stockholm, Sweden
| | - Katerina Guschanski
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
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14
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Microbial biodiversity in the throats of pulmonary tuberculosis patients and tuberculin skin test (TST) positive and negative healthy individuals in Malaysia. Tuberculosis (Edinb) 2020; 124:101965. [PMID: 32692651 DOI: 10.1016/j.tube.2020.101965] [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: 02/19/2020] [Revised: 06/18/2020] [Accepted: 06/26/2020] [Indexed: 11/22/2022]
Abstract
The purpose of this study was to investigate the composition of throat microbiota in pulmonary tuberculosis patients (PTB) in comparison to healthy tuberculin skin test positive (TSTp) and negative (TSTn) individuals. Throat swabs samples were collected, and the microbiota was characterized. Richer operational taxonomic units (OTUs) were present in PTB group, compared to TSTp and TSTn. Regarding alpha diversity analysis there was a higher community diversity in TSTn compared to TSTp. Beta diversity analysis showed different species composition in TSTp compared to TSTn and PTB. There was higher presence of Firmicutes in PTB and TSTn compared to TSTp group at phylum level. At the genus level, Leuconostoc and Enterococcus were higher in TSTn compared to TSTp and Pediococcus, Chryseobacterium, Bifidobacterium, Butyrivibrio, and Bulleidia were higher in PTB compared to TSTn. Streptococcus was higher in TSTn compared to PTB and Lactobacillus in PTB compared to TSTp. At species level, Streptococcus sobrinus and Bulleidia moorei were higher in PTB compared to TSTn individuals, while Lactobacillus salivarius was higher in PTB compared to TSTp. The differences in the microbiome composition could influence the resistance/susceptibility to Mtb infection.
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15
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Caselli E, Fabbri C, D'Accolti M, Soffritti I, Bassi C, Mazzacane S, Franchi M. Defining the oral microbiome by whole-genome sequencing and resistome analysis: the complexity of the healthy picture. BMC Microbiol 2020; 20:120. [PMID: 32423437 PMCID: PMC7236360 DOI: 10.1186/s12866-020-01801-y] [Citation(s) in RCA: 207] [Impact Index Per Article: 41.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 04/23/2020] [Indexed: 12/30/2022] Open
Abstract
Background The microbiome of the oral cavity is the second-largest and diverse microbiota after the gut, harboring over 700 species of bacteria and including also fungi, viruses, and protozoa. With its diverse niches, the oral cavity is a very complex environment, where different microbes preferentially colonize different habitats. Recent data indicate that the oral microbiome has essential functions in maintaining oral and systemic health, and the emergence of 16S rRNA gene next-generation sequencing (NGS) has greatly contributed to revealing the complexity of its bacterial component. However, a detailed site-specific map of oral microorganisms (including also eukaryotes and viruses) and their relative abundance is still missing. Here, we aimed to obtain a comprehensive view of the healthy oral microbiome (HOM), including its drug-resistance features. Results The oral microbiome of twenty healthy subjects was analyzed by whole-genome sequencing (WGS) and real-time quantitative PCR microarray. Sampled oral micro-habitat included tongue dorsum, hard palate, buccal mucosa, keratinized gingiva, supragingival and subgingival plaque, and saliva with or without rinsing. Each sampled oral niche evidenced a different microbial community, including bacteria, fungi, and viruses. Alpha-diversity evidenced significant differences among the different sampled sites (p < 0.0001) but not among the enrolled subjects (p = 0.876), strengthening the notion of a recognizable HOM. Of note, oral rinse microbiome was more representative of the whole site-specific microbiomes, compared with that of saliva. Interestingly, HOM resistome included highly prevalent genes conferring resistance to macrolide, lincosamides, streptogramin, and tetracycline. Conclusions The data obtained in 20 subjects by WGS and microarray analysis provide for the first time a comprehensive view of HOM and its resistome, contributing to a deeper understanding of the composition of oral microbiome in the healthy subject, and providing an important reference for future studies, allowing to identify microbial signatures related to functional and metabolic alterations associated with diseases, potentially useful for targeted therapies and precision medicine.
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Affiliation(s)
- Elisabetta Caselli
- Section of Microbiology and Medical Genetics, Department of Chemical and Pharmaceutical Sciences, University of Ferrara, Ferrara, Italy. .,CIAS Research Center, University of Ferrara, Ferrara, Italy.
| | - Chiara Fabbri
- Section of Dentistry, Department of Biomedical and Specialty Surgical Sciences, University of Ferrara, Ferrara, Italy
| | - Maria D'Accolti
- Section of Microbiology and Medical Genetics, Department of Chemical and Pharmaceutical Sciences, University of Ferrara, Ferrara, Italy.,CIAS Research Center, University of Ferrara, Ferrara, Italy
| | - Irene Soffritti
- Section of Microbiology and Medical Genetics, Department of Chemical and Pharmaceutical Sciences, University of Ferrara, Ferrara, Italy.,CIAS Research Center, University of Ferrara, Ferrara, Italy
| | - Cristian Bassi
- NGS Service, Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | | | - Maurizio Franchi
- Section of Dentistry, Department of Biomedical and Specialty Surgical Sciences, University of Ferrara, Ferrara, Italy
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16
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Shang Q, Gao Y, Qin T, Wang S, Shi Y, Chen T. Interaction of Oral and Toothbrush Microbiota Affects Oral Cavity Health. Front Cell Infect Microbiol 2020; 10:17. [PMID: 32117797 PMCID: PMC7011102 DOI: 10.3389/fcimb.2020.00017] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 01/14/2020] [Indexed: 12/14/2022] Open
Abstract
Tooth brushing is necessary to maintain oral health. Little research has been carried out to explore microbial diversity in toothbrushes and to study the potential impact of these bacteria on human health. In the present study, 20 participants were enrolled, and the microbial diversity in their oral cavity and toothbrushes was investigated using high-throughput sequencing. Our results indicate that 1,136 and 976 operational taxonomic units (OTUs) were obtained from groups CB (samples from toothbrushes of participants using traditional Chinese medicinal toothpaste) and AB (samples from toothbrushes of those using antibacterial toothpaste), respectively. The pathogens Acinetobacter baumannii, Staphylococcus aureus, and Candida albicans were identified on toothbrushes. The presence of these pathogens increases the chance for the host to get infectious diseases, neurodegenerative diseases, cardiovascular diseases, and cancers. Moreover, our in vitro results indicate that traditional Chinese medicinal toothpaste and antibacterial toothpaste can not only inhibit the growth of pathogens but also markedly inhibit the growth of probiotics Lactobacillus salivarius and Streptococcus salivarius. Therefore, the inhibitory effect of toothpaste on probiotics, together with the existence of pathogens in toothbrushes, indicates a potential risk of tooth brushing for people in a sub-healthy state.
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Affiliation(s)
- Qingyao Shang
- The Key Laboratory of Oral Biomedicine, Department of Conservative Dentistry and Endodontics, The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,School of Stomatology, Nanchang University, Nanchang, China
| | - Yuan Gao
- The Key Laboratory of Oral Biomedicine, Department of Conservative Dentistry and Endodontics, The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China
| | - Ting Qin
- The Key Laboratory of Oral Biomedicine, Department of Conservative Dentistry and Endodontics, The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China
| | - Shuai Wang
- The Key Laboratory of Oral Biomedicine, Department of Conservative Dentistry and Endodontics, The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China
| | - Yan Shi
- The Key Laboratory of Oral Biomedicine, Department of Conservative Dentistry and Endodontics, The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,School of Stomatology, Nanchang University, Nanchang, China.,National Engineering Research Centre for Bioengineering Drugs and the Technologies, Institute of Translational Medicine, Nanchang University, Nanchang, China
| | - Tingtao Chen
- The Key Laboratory of Oral Biomedicine, Department of Conservative Dentistry and Endodontics, The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,National Engineering Research Centre for Bioengineering Drugs and the Technologies, Institute of Translational Medicine, Nanchang University, Nanchang, China
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17
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Holden R, Lewkenbandara R, Pasztor M, Okonkwo EK. Cardiobacterium hominis endocarditis complicated by aortic root abscess: a case report. Access Microbiol 2019; 1:e000051. [PMID: 32974556 PMCID: PMC7472547 DOI: 10.1099/acmi.0.000051] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 07/25/2019] [Indexed: 11/18/2022] Open
Abstract
The present report describes a case of infective endocarditis complicated with aortic root abscess caused by Cardiobacterium hominis in a 56-year-old man. C. hominis is a microaerophilic, pleomorphic Gram-negative bacillus and member of the Haemophilus species, Aggregatibacter actinomycetemcomitans, C. hominis, Eikenella corrodens and Kingella kingae (HACEK) group, a group of bacteria known to be a rare cause of endocarditis. With prompt diagnosis and initiation of antimicrobial and surgical management, a successful outcome was achieved.
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Affiliation(s)
- Robert Holden
- Royal Lancaster Infirmary, University Hospital Morecambe Bay NHS Trust (UHMB), Ashton Road, Lancaster, Lancashire, LA1 4RP, UK
- *Correspondence: Robert Holden,
| | - Rashmi Lewkenbandara
- Royal Lancaster Infirmary, University Hospital Morecambe Bay NHS Trust (UHMB), Ashton Road, Lancaster, Lancashire, LA1 4RP, UK
| | - Monika Pasztor
- Royal Lancaster Infirmary, University Hospital Morecambe Bay NHS Trust (UHMB), Ashton Road, Lancaster, Lancashire, LA1 4RP, UK
| | - Ekene Kenneth Okonkwo
- Royal Lancaster Infirmary, University Hospital Morecambe Bay NHS Trust (UHMB), Ashton Road, Lancaster, Lancashire, LA1 4RP, UK
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18
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Rabe A, Gesell Salazar M, Michalik S, Fuchs S, Welk A, Kocher T, Völker U. Metaproteomics analysis of microbial diversity of human saliva and tongue dorsum in young healthy individuals. J Oral Microbiol 2019; 11:1654786. [PMID: 31497257 PMCID: PMC6720020 DOI: 10.1080/20002297.2019.1654786] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 07/30/2019] [Accepted: 08/07/2019] [Indexed: 12/29/2022] Open
Abstract
Background: The human oral microbiome influences initiation or progression of diseases like caries or periodontitis. Metaproteomics approaches enable the simultaneous investigation of microbial and host proteins and their interactions to improve understanding of oral diseases. Objective: In this study, we provide a detailed metaproteomics perspective of the composition of salivary and tongue microbial communities of young healthy subjects. Design: Stimulated saliva and tongue samples were collected from 24 healthy volunteers, subjected to shotgun nLC-MS/MS and analyzed by the Trans-Proteomic Pipeline and the Prophane tool. Results: 3,969 bacterial and 1,857 human proteins could be identified from saliva and tongue, respectively. In total, 1,971 bacterial metaproteins and 1,154 human proteins were shared in both sample types. Twice the amount of bacterial metaproteins were uniquely identified for the tongue dorsum compared to saliva. Overall, 107 bacterial genera of seven phyla formed the microbiome. Comparative analysis identified significant functional differences between the microbial biofilm on the tongue and the microbiome of saliva. Conclusion: Even if the microbial communities of saliva and tongue dorsum showed a strong similarity based on identified protein functions and deduced bacterial composition, certain specific characteristics were observed. Both microbiomes exhibit a great diversity with seven genera being most abundant.
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Affiliation(s)
- Alexander Rabe
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Greifswald, Germany
| | - Manuela Gesell Salazar
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Greifswald, Germany
| | - Stephan Michalik
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Greifswald, Germany
| | - Stephan Fuchs
- Department of Infectious Diseases, Division of Nosocomial Pathogens and Antibiotic Resistances, Robert Koch-Institute, Wernigerode, Germany
| | - Alexander Welk
- Department of Restorative Dentistry, Periodontology, Endodontology, and Preventive and Pediatric Dentistry, University Medicine Greifswald, Greifswald, Germany
| | - Thomas Kocher
- Department of Restorative Dentistry, Periodontology, Endodontology, and Preventive and Pediatric Dentistry, University Medicine Greifswald, Greifswald, Germany
| | - Uwe Völker
- Interfaculty Institute for Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Greifswald, Germany
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19
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Characterization of pig saliva as the major natural habitat of Streptococcus suis by analyzing oral, fecal, vaginal, and environmental microbiota. PLoS One 2019; 14:e0215983. [PMID: 31017953 PMCID: PMC6481863 DOI: 10.1371/journal.pone.0215983] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 04/11/2019] [Indexed: 11/19/2022] Open
Abstract
It is generally difficult to specify the sources of infection by which domestic animals may acquire pathogens. Through 16S rRNA gene amplicon sequencing, we compared the composition of microbiota in the saliva, vaginal mucus, and feces of pigs, and in swabs of feeder troughs and water dispensers collected from pig farms in Vietnam. The composition of the microbiota differed between samples in each sample group. Streptococcus, Actinobacillus, Moraxella, and Rothia were the most abundant genera and significantly discriminative in saliva samples, regardless of the plasticity and changeability of the composition of microbiota in saliva. Moreover, species assignment of the genus Streptococcus revealed that Streptococcus suis was exceptional in the salivary microbiota, due to being most abundant among the streptococcal species and sharing estimated proportions of 5.7%–9.4% of the total bacteria in saliva. Thus, pig oral microbiota showed unique characteristics in which the major species was the pig pathogen. On the other hand, β-diversity analysis showed that the microbiota in saliva was distinct from those in the others. From the above results, pig saliva was shown to be the major natural habitat of S. suis, and is suggested to be the most probable source of S. suis infection.
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20
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Tao D, Li F, Feng X, Wong MCM, Lu H. Plaque biofilm microbial diversity in infants aged 12 months and their mothers with or without dental caries: a pilot study. BMC Oral Health 2018; 18:228. [PMID: 30594172 PMCID: PMC6311051 DOI: 10.1186/s12903-018-0699-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 12/18/2018] [Indexed: 11/30/2022] Open
Abstract
Background A number of studies on oral microbial diversity of early childhood caries (ECC) have tended to focus on mid- or late-stage of ECC, with a lack of research into early stage of tooth eruption and maternal influence. The aims of this study are to compare the supragingival plaque biofilm microbiota diversity between mothers with or without dental caries and their 12-month-old infants, and to explore the relationship of microbial diversity between infants and their mothers, using sequencing analysis. Methods Supragingival plaque biofilm samples were collected from 20 pairs of mothers and their infants aged 12 months (10 mothers with dental caries and their 10 infants vs. 10 caries-free mothers and their 10 infants). The basic information of the mothers and infants had been collected through self-completed questionnaire. Pooled plaque biofilm DNA was extracted and DNA amplicons of the V4-V5 hypervariable region of the bacterial 16S rRNA gene were generated. Ilumina Miseq PE300 was used for 16S rRNA sequencing. Results The results showed that high bacterial diversity was noted in the plaque biofilm of infants and their mothers with or without dental caries (dental caries mothers vs. caries-free mothers: 774 operational taxonomical units (OTUs) vs. 761 OTUs at a 3% divergence; infants whose mothers have dental caries vs. infants whose mothers are caries-free: 815 OTUs vs. 684 OTUs at 3% divergence). The Shannon microbial diversity index showed no statistically significant differences both on infants and their mothers between two groups (p > 0.05). Mother’s microbial diversity was higher than infants’ based on Shannon index (p < 0.05). Significant positive correlations were found between mothers’ and their infants’ Shannon index (r = 0.656, p = 0.002). Conclusion Oral microbial diversity is significantly different between mothers and infants regardless of dental caries status, but no significant difference was found between mothers with and without dental caries or between their infants. Mother’s oral microbial diversity has an overall impact on the infants aged 12 months. Electronic supplementary material The online version of this article (10.1186/s12903-018-0699-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Danying Tao
- Department of Preventive Dentistry, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, National Clinical Research Centre of Stomatology, 500 Quxi Road, Shanghai, 200011, China
| | - Fei Li
- Department of Preventive Dentistry, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, National Clinical Research Centre of Stomatology, 500 Quxi Road, Shanghai, 200011, China
| | - Xiping Feng
- Department of Preventive Dentistry, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, National Clinical Research Centre of Stomatology, 500 Quxi Road, Shanghai, 200011, China
| | - May Chun Mei Wong
- Dental Public Health, Faculty of Dentistry, University of Hong Kong, 34 Hospital Road, Hong Kong, China
| | - Haixia Lu
- Department of Preventive Dentistry, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, National Clinical Research Centre of Stomatology, 500 Quxi Road, Shanghai, 200011, China.
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21
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Skelly E, Kapellas K, Cooper A, Weyrich LS. Consequences of colonialism: A microbial perspective to contemporary Indigenous health. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2018; 167:423-437. [DOI: 10.1002/ajpa.23637] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2017] [Revised: 05/31/2018] [Accepted: 06/01/2018] [Indexed: 01/01/2023]
Affiliation(s)
- Emily Skelly
- Australian Centre for Ancient DNA, School of Biological Sciences University of Adelaide Adelaide South Australia Australia
| | - Kostas Kapellas
- Australian Research Centre for Population Oral Health, Adelaide Dental School University of Adelaide Adelaide South Australia Australia
| | - Alan Cooper
- Australian Centre for Ancient DNA, School of Biological Sciences University of Adelaide Adelaide South Australia Australia
| | - Laura S. Weyrich
- Australian Centre for Ancient DNA, School of Biological Sciences University of Adelaide Adelaide South Australia Australia
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22
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Verma D, Garg PK, Dubey AK. Insights into the human oral microbiome. Arch Microbiol 2018; 200:525-540. [PMID: 29572583 DOI: 10.1007/s00203-018-1505-3] [Citation(s) in RCA: 325] [Impact Index Per Article: 46.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 03/19/2018] [Accepted: 03/20/2018] [Indexed: 12/20/2022]
Abstract
Human oral cavity harbors the second most abundant microbiota after the gastrointestinal tract. The expanded Human Oral Microbiome Database (eHOMD) that was last updated on November 22, 2017, contains the information of approximately 772 prokaryotic species, where 70% is cultivable, and 30% belong to the uncultivable class of microorganisms along with whole genome sequences of 482 taxa. Out of 70% culturable species, 57% have already been assigned to their names. The 16S rDNA profiling of the healthy oral cavity categorized the inhabitant bacteria into six broad phyla, viz. Firmicutes, Actinobacteria, Proteobacteria, Fusobacteria, Bacteroidetes and Spirochaetes constituting 96% of total oral bacteria. These hidden oral micro-inhabitants exhibit a direct influence on human health, from host's metabolism to immune responses. Altered oral microflora has been observed in several diseases such as diabetes, bacteremia, endocarditis, cancer, autoimmune disease and preterm births. Therefore, it becomes crucial to understand the oral microbial diversity and how it fluctuates under diseased/perturbed conditions. Advances in metagenomics and next-generation sequencing techniques generate rapid sequences and provide extensive information of inhabitant microorganisms of a niche. Thus, the retrieved information can be utilized for developing microbiome-based biomarkers for their use in early diagnosis of oral and associated diseases. Besides, several apex companies have shown keen interest in oral microbiome for its diagnostic and therapeutic potential indicating a vast market opportunity. This review gives an insight of various associated aspects of the human oral microbiome.
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Affiliation(s)
- Digvijay Verma
- Department of Environmental Microbiology, Babasaheb Bhimrao Ambedkar University, Lucknow, India.
| | - Pankaj Kumar Garg
- University College of Medical Sciences and Guru Teg Bahadur Hospital, University of Delhi, Dilshad Garden, New Delhi, India
| | - Ashok Kumar Dubey
- Division of Biological Sciences and Engineering, Netaji Subhas Institute of Technology, New Delhi, India
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23
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Sharma N, Bhatia S, Sodhi AS, Batra N. Oral microbiome and health. AIMS Microbiol 2018; 4:42-66. [PMID: 31294203 PMCID: PMC6605021 DOI: 10.3934/microbiol.2018.1.42] [Citation(s) in RCA: 125] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 01/03/2018] [Indexed: 12/12/2022] Open
Abstract
The oral microbiome is diverse in its composition due to continuous contact of oral cavity with the external environment. Temperatures, diet, pH, feeding habits are important factors that contribute in the establishment of oral microbiome. Both culture dependent and culture independent approaches have been employed in the analysis of oral microbiome. Gene-based methods like PCR amplification techniques, random amplicon cloning, PCR-RELP, T-RELP, DGGE and DNA microarray analysis have been applied to increase oral microbiome related knowledge. Studies revealed that microbes from the phyla Firmicutes, Proteobacteria, Bacteroidetes, Actinobacteria, Fusobacteria, Neisseria, TM7 predominately inhabits the oral cavity. Culture-independent molecular techniques revealed the presence of genera Megasphaera, Parvimonas and Desulfobulbus in periodontal disease. Bacteria, fungi and protozoa colonize themselves on various surfaces in oral cavity. Microbial biofilms are formed on the buccal mucosa, dorsum of the tongue, tooth surfaces and gingival sulcus. Various studies demonstrate relationship between unbalanced microflora and development of diseases like tooth caries, periodontal diseases, type 2 diabetes, circulatory system related diseases etc. Transcriptome-based remodelling of microbial metabolism in health and disease associated states has been well reported. Human diets and habitat can trigger virus activation and influence phage members of oral microbiome. As it is said, "Mouth, is the gateway to the total body wellness, thus oral microbiome influences overall health of an individual".
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Affiliation(s)
- Neetu Sharma
- Department of Microbiology, GGDSD College, Sector 32 C Chandigarh, India
| | - Sonu Bhatia
- Department of Biotechnology, GGDSD College, Sector 32 C Chandigarh, India
| | | | - Navneet Batra
- Department of Biotechnology, GGDSD College, Sector 32 C Chandigarh, India
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24
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Byrne SJ, Butler CA, Reynolds EC, Dashper SG. Taxonomy of Oral Bacteria. METHODS IN MICROBIOLOGY 2018. [DOI: 10.1016/bs.mim.2018.07.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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25
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Proteomic shifts in multi-species oral biofilms caused by Anaeroglobus geminatus. Sci Rep 2017; 7:4409. [PMID: 28667274 PMCID: PMC5493653 DOI: 10.1038/s41598-017-04594-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 05/17/2017] [Indexed: 11/08/2022] Open
Abstract
Anaeroglobus geminatus is a relatively newly discovered putative pathogen, with a potential role in the microbial shift associated with periodontitis, a disease that causes inflammatory destruction of the periodontal tissues, and eventually tooth loss. This study aimed to introduce A. geminatus into a polymicrobial biofilm model of relevance to periodontitis, and monitor the proteomic responses exerted to the rest of the biofilm community. A. geminatus was grown together with another 10-species in a well-established "subgingival" in vitro biofilm model. Its effects on the other species were quantitatively evaluated by qPCR and label-free proteomics. A. geminatus caused a significant increase in P. intermedia numbers, but not the other species in the biofilm. Whole cell proteome profiling of the biofilms by LC-MS/MS identified a total of 3213 proteins. Label-free quantitative proteomics revealed that 187 proteins belonging to the other 10 species were differentially abundant when A. geminatus was present in the biofilm. The species with most up-regulated and down-regulated proteins were P. intermedia and S. oralis, respectively. Regulated proteins were of primarily of ribosomal origin, and other affected categories involved proteolysis, carbon metabolism and iron transport. In conclusion, A. geminatus can be successfully grown in a polymicrobial biofilm community, causing quantitative proteomic shifts commensurate with increased virulence properties.
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26
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Chen T, Shi Y, Wang X, Wang X, Meng F, Yang S, Yang J, Xin H. High‑throughput sequencing analyses of oral microbial diversity in healthy people and patients with dental caries and periodontal disease. Mol Med Rep 2017; 16:127-132. [PMID: 28534987 PMCID: PMC5482155 DOI: 10.3892/mmr.2017.6593] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2016] [Accepted: 03/07/2017] [Indexed: 01/20/2023] Open
Abstract
Recurrence of oral diseases caused by antibiotics has brought about an urgent requirement to explore the oral microbial diversity in the human oral cavity. In the present study, the high-throughput sequencing method was adopted to compare the microbial diversity of healthy people and oral patients and sequence analysis was performed by UPARSE software package. The Venn results indicated that a mean of 315 operational taxonomic units (OTUs) was obtained, and 73, 64, 53, 19 and 18 common OTUs belonging to Firmicutes, Bacteroidetes, Proteobacteria, Actinobacteria and Fusobacteria, respectively, were identified in healthy people. Moreover, the reduction of Firmicutes and the increase of Proteobacteria in the children group, and the increase of Firmicutes and the reduction of Proteobacteria in the youth and adult groups, indicated that the age bracket and oral disease had largely influenced the tooth development and microbial development in the oral cavity. In addition, the traditional ‘pathogenic bacteria’ of Firmicutes, Proteobacteria and Bacteroidetes (accounted for >95% of the total sequencing number in each group) indicated that the ‘harmful’ bacteria may exert beneficial effects on oral health. Therefore, the data will provide certain clues for curing some oral diseases by the strategy of adjusting the disturbed microbial compositions in oral disease to healthy level.
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Affiliation(s)
- Tingtao Chen
- Institute of Translational Medicine, Nanchang University, Nanchang, Jiangxi 330031, P.R. China
| | - Yan Shi
- Department of Conservative Dentistry and Endodontics, Stomatological Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Xiaolei Wang
- Institute of Translational Medicine, Nanchang University, Nanchang, Jiangxi 330031, P.R. China
| | - Xin Wang
- Institute of Translational Medicine, Nanchang University, Nanchang, Jiangxi 330031, P.R. China
| | - Fanjing Meng
- Institute of Translational Medicine, Nanchang University, Nanchang, Jiangxi 330031, P.R. China
| | - Shaoguo Yang
- Institute of Translational Medicine, Nanchang University, Nanchang, Jiangxi 330031, P.R. China
| | - Jian Yang
- Department of Conservative Dentistry and Endodontics, Stomatological Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Hongbo Xin
- Institute of Translational Medicine, Nanchang University, Nanchang, Jiangxi 330031, P.R. China
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27
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Payungporn S, Arirachakaran P, Poomipak W, Praianantathavorn K, Charalampakis G, Poovorawan Y. Identification of Bacteria Associated with a Periodontal Disease in Thai Patients Based on Next-Generation Sequencing. Jundishapur J Microbiol 2017; 10. [DOI: 10.5812/jjm.13646] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2025] Open
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28
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Karkman A, Lehtimäki J, Ruokolainen L. The ecology of human microbiota: dynamics and diversity in health and disease. Ann N Y Acad Sci 2017; 1399:78-92. [DOI: 10.1111/nyas.13326] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 01/19/2017] [Accepted: 02/02/2017] [Indexed: 12/15/2022]
Affiliation(s)
- Antti Karkman
- Metapopulation Research Centre, Department of Biosciences; University of Helsinki; Helsinki Finland
| | - Jenni Lehtimäki
- Metapopulation Research Centre, Department of Biosciences; University of Helsinki; Helsinki Finland
| | - Lasse Ruokolainen
- Metapopulation Research Centre, Department of Biosciences; University of Helsinki; Helsinki Finland
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30
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Yang F, Ning K, Zeng X, Zhou Q, Su X, Yuan X. Characterization of saliva microbiota's functional feature based on metagenomic sequencing. SPRINGERPLUS 2016; 5:2098. [PMID: 28053828 PMCID: PMC5174016 DOI: 10.1186/s40064-016-3728-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2015] [Accepted: 11/23/2016] [Indexed: 01/18/2023]
Abstract
Objective
Saliva, a mixture of exocrinally secretive fluids, amounts to ~1.5 L daily and harbors numerous microbial inhabitants. However, except the organismal structure of saliva microbiota, the functional profile of saliva microbiota remain elusive. Methods Here we used metagenomic sequencing to experimentally reconstruct the global genomic profile of saliva by sequencing total saliva DNA from two healthy and two caries-active (DMFT ≧ 6) adults. Results We found that saliva microbiota, representing 30–60% of total saliva DNA in our samples, might carry functional signatures that were site-specific and caries-state-specific. Among microbiota from different hosts, a prominent functional core, but not an organismal core, was identified. Each microbiota exhibited functional redundancy where dominant genomes tend to encode more functional diversity yet without necessarily contributing to dominant functions. Furthermore, genetic polymorphisms of hosts were also unraveled from salivary DNA without apparent physical or sequence bias in human chromosomes. Conclusions The microbial functional sensitivity to disease, links to specific functions, and permission of simultaneous genotyping of hosts and microbiota suggested sequencing salivary DNA might be an advantageous venue in uncovering both human and microbial basis of oral infections. Electronic supplementary material The online version of this article (doi:10.1186/s40064-016-3728-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Fang Yang
- Department of Stomatology, Qingdao Municipal Hospital, Qingdao, 266011 Shandong China
| | - Kang Ning
- Shandong Key Laboratory of Energy Genetics, CAS Key Laboratory of Biofuels and BioEnergy Genome Center, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, 266101 Shandong China
| | - Xiaowei Zeng
- Shandong Key Laboratory of Energy Genetics, CAS Key Laboratory of Biofuels and BioEnergy Genome Center, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, 266101 Shandong China
| | - Qian Zhou
- Shandong Key Laboratory of Energy Genetics, CAS Key Laboratory of Biofuels and BioEnergy Genome Center, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, 266101 Shandong China
| | - Xiaoquan Su
- Shandong Key Laboratory of Energy Genetics, CAS Key Laboratory of Biofuels and BioEnergy Genome Center, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, 266101 Shandong China
| | - Xiao Yuan
- Department of Stomatology, Qingdao Municipal Hospital, Qingdao, 266011 Shandong China
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31
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Willmann M, Peter S. Translational metagenomics and the human resistome: confronting the menace of the new millennium. J Mol Med (Berl) 2016; 95:41-51. [PMID: 27766372 PMCID: PMC5225160 DOI: 10.1007/s00109-016-1478-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 09/19/2016] [Accepted: 09/26/2016] [Indexed: 12/21/2022]
Abstract
The increasing threat of antimicrobial resistance poses one of the greatest challenges to modern medicine. The collection of all antimicrobial resistance genes carried by various microorganisms in the human body is called the human resistome and represents the source of resistance in pathogens that can eventually cause life-threatening and untreatable infections. A deep understanding of the human resistome and its multilateral interaction with various environments is necessary for developing proper measures that can efficiently reduce the spread of resistance. However, the human resistome and its evolution still remain, for the most part, a mystery to researchers. Metagenomics, particularly in combination with next-generation-sequencing technology, provides a powerful methodological approach for studying the human microbiome as well as the pathogenome, the virolume and especially the resistome. We summarize below current knowledge on how the human resistome is shaped and discuss how metagenomics can be employed to improve our understanding of these complex processes, particularly as regards a rapid translation of new findings into clinical diagnostics, infection control and public health.
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Affiliation(s)
- Matthias Willmann
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tuebingen, Germany. .,German Center for Infection Research (DZIF), partner site Tübingen, Tübingen, Germany.
| | - Silke Peter
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tuebingen, Germany.,German Center for Infection Research (DZIF), partner site Tübingen, Tübingen, Germany
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32
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Detection of Novel Integrons in the Metagenome of Human Saliva. PLoS One 2016; 11:e0157605. [PMID: 27304457 PMCID: PMC4909258 DOI: 10.1371/journal.pone.0157605] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 06/01/2016] [Indexed: 01/08/2023] Open
Abstract
Integrons are genetic elements capable of capturing and expressing open reading frames (ORFs) embedded within gene cassettes. They are involved in the dissemination of antibiotic resistance genes (ARGs) in clinically important pathogens. Although the ARGs are common in the oral cavity the association of integrons and antibiotic resistance has not been reported there. In this work, a PCR-based approach was used to investigate the presence of integrons and associated gene cassettes in human oral metagenomic DNA obtained from both the UK and Bangladesh. We identified a diverse array of gene cassettes containing ORFs predicted to confer antimicrobial resistance and other adaptive traits. The predicted proteins include a putative streptogramin A O-acetyltransferase, a bleomycin binding protein, cof-like hydrolase, competence and motility related proteins. This is the first study detecting integron gene cassettes directly from oral metagenomic DNA samples. The predicted proteins are likely to carry out a multitude of functions; however, the function of the majority is yet unknown.
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33
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Zhou J, Jiang N, Wang S, Hu X, Jiao K, He X, Li Z, Wang J. Exploration of Human Salivary Microbiomes--Insights into the Novel Characteristics of Microbial Community Structure in Caries and Caries-Free Subjects. PLoS One 2016; 11:e0147039. [PMID: 26784334 PMCID: PMC4718657 DOI: 10.1371/journal.pone.0147039] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 12/28/2015] [Indexed: 01/08/2023] Open
Abstract
Recently, high-throughput sequencing has improved the understanding of the microbiological etiology of caries, but the characteristics of the microbial community structure in the human oral cavity with and without caries are not completely clear. To better understand these characteristics, Illumina MiSeq high-throughput sequencing was utilized to analyze 20 salivary samples (10 caries-free and 10 caries) from subjects from the same town in Dongxiang, Gansu, China. A total of 5,113 OTUs (Operational Taxonomic Units, 97% cutoff) were characterized in all of the salivary samples obtained from the 20 subjects. A comparison of the two groups revealed that (i) the predominant phyla were constant between the two groups; (ii) the relative abundance of the genera Veillonella, Bifidobacterium, Selenomonas, Olsenella, Parascardovia, Scardovia, Chryseobacterium, Terrimonas, Burkholderia and Sporobacter was significantly higher in the group with caries (P < 0.05); and (iii) four genera with low relative abundance (< 0.01% on average), including two characteristic genera in caries (Chryseobacterium and Scardovia), significantly influenced the microbial community structure at the genus and OTU levels. Moreover, via co-occurrence and principal component analyses, the co-prevalence of the pathogenic genera was detected in the caries samples, but in the caries-free samples, the function of clustered genera was more random. This result suggests that a synergistic effect may be influencing the assembly of the caries microbial community, whereas competition may play a more dominant role in governing the microbial community in the caries-free group. Our findings regarding the characteristics of the microbial communities of the groups with and without caries might improve the understanding of the microbiological etiology of caries and might improve the prevention and cure of caries in the future.
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Affiliation(s)
- Jianye Zhou
- College of Civil Engineering and Mechanics, Lanzhou University, Lanzhou, 730000, Gansu, China
| | - Nan Jiang
- State Key Laboratory of Forest and Soil Ecology, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang 110016, Liaoning, China
| | - Shaoguo Wang
- School of Stomatology, Lanzhou University, Lanzhou 730000, Gansu, China
| | - Xiaopan Hu
- Key Laboratory of Oral Diseases of Gansu Province, School of Stomatology, Northwest University for Nationalities, Lanzhou 730030, Gansu, China
| | - Kangli Jiao
- Key Laboratory of Oral Diseases of Gansu Province, School of Stomatology, Northwest University for Nationalities, Lanzhou 730030, Gansu, China
| | - Xiangyi He
- School of Stomatology, Lanzhou University, Lanzhou 730000, Gansu, China
| | - Zhiqiang Li
- Key Laboratory of Oral Diseases of Gansu Province, School of Stomatology, Northwest University for Nationalities, Lanzhou 730030, Gansu, China
- * E-mail: (ZL); (JW)
| | - Jizeng Wang
- College of Civil Engineering and Mechanics, Lanzhou University, Lanzhou, 730000, Gansu, China
- * E-mail: (ZL); (JW)
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34
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Sands KM, Twigg JA, Lewis MAO, Wise MP, Marchesi JR, Smith A, Wilson MJ, Williams DW. Microbial profiling of dental plaque from mechanically ventilated patients. J Med Microbiol 2015; 65:147-159. [PMID: 26690690 PMCID: PMC5115166 DOI: 10.1099/jmm.0.000212] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Micro-organisms isolated from the oral cavity may translocate to the lower airways during mechanical ventilation (MV) leading to ventilator-associated pneumonia (VAP). Changes within the dental plaque microbiome during MV have been documented previously, primarily using culture-based techniques. The aim of this study was to use community profiling by high throughput sequencing to comprehensively analyse suggested microbial changes within dental plaque during MV. Bacterial 16S rDNA gene sequences were obtained from 38 samples of dental plaque sampled from 13 mechanically ventilated patients and sequenced using the Illumina platform. Sequences were processed using Mothur, applying a 97 % gene similarity cut-off for bacterial species level identifications. A significant ‘microbial shift’ occurred in the microbial community of dental plaque during MV for nine out of 13 patients. Following extubation, or removal of the endotracheal tube that facilitates ventilation, sampling revealed a decrease in the relative abundance of potential respiratory pathogens and a compositional change towards a more predominantly (in terms of abundance) oral microbiota including Prevotella spp., and streptococci. The results highlight the need to better understand microbial shifts in the oral microbiome in the development of strategies to reduce VAP, and may have implications for the development of other forms of pneumonia such as community-acquired infection.
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Affiliation(s)
- Kirsty M Sands
- Oral and Biomedical Sciences, School of Dentistry, Cardiff University, UK
| | - Joshua A Twigg
- Oral and Biomedical Sciences, School of Dentistry, Cardiff University, UK
| | - Michael A O Lewis
- Oral and Biomedical Sciences, School of Dentistry, Cardiff University, UK
| | - Matt P Wise
- Adult Critical Care, University Hospital of Wales, Heath Park, Cardiff, UK
| | - Julian R Marchesi
- School of Biosciences, Main Building, Park Place, Cardiff University, Cardiff, Wales, UK.,Centre for Digestive and Gut Health, Imperial College London, London, UK
| | - Ann Smith
- School of Biosciences, Main Building, Park Place, Cardiff University, Cardiff, Wales, UK
| | - Melanie J Wilson
- Oral and Biomedical Sciences, School of Dentistry, Cardiff University, UK
| | - David W Williams
- Oral and Biomedical Sciences, School of Dentistry, Cardiff University, UK
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Abstract
The oral bacterial microbiome encompasses approximately 700 commonly occurring phylotypes, approximately half of which can be present at any time in any individual. These bacteria are largely indigenous to the oral cavity; this limited habitat range suggests that interactions between the various phylotypes, and between the phylotypes and their environment, are crucial for their existence. Molecular cataloging has confirmed many basic observations on the composition of the oral microbiome that were formulated well before ribosomal RNA-based systematics, but the power and the scope of molecular taxonomy have resulted in the discovery of new phylotypes and, more importantly, have made possible a level of bacterial community analysis that was unachievable with classical methods. Bacterial community structure varies with location within the mouth, and changes in community structure are related to disease initiation and disease progression. Factors that influence the formation and the evolution of communities include selective adherence to epithelial or tooth surfaces, specific cell-to-cell binding as a driver of early community composition, and interorganismal interaction leading to alteration of the local environment, which represents the first step on the road to oral disease. A comprehensive understanding of how these factors interact to drive changes in the composition of the oral microbial community can lead to new strategies for the inhibition of periodontal diseases and dental caries.
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36
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Hugon P, Dufour JC, Colson P, Fournier PE, Sallah K, Raoult D. A comprehensive repertoire of prokaryotic species identified in human beings. THE LANCET. INFECTIOUS DISEASES 2015; 15:1211-1219. [PMID: 26311042 DOI: 10.1016/s1473-3099(15)00293-5] [Citation(s) in RCA: 239] [Impact Index Per Article: 23.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2014] [Revised: 02/17/2015] [Accepted: 02/27/2015] [Indexed: 02/07/2023]
Abstract
The compilation of the complete prokaryotic repertoire associated with human beings as commensals or pathogens is a major goal for the scientific and medical community. The use of bacterial culture techniques remains a crucial step to describe new prokaryotic species. The large number of officially acknowledged bacterial species described since 1980 and the recent increase in the number of recognised pathogenic species have highlighted the absence of an exhaustive compilation of species isolated in human beings. By means of a thorough investigation of several large culture databases and a search of the scientific literature, we built an online database containing all human-associated prokaryotic species described, whether or not they had been validated and have standing in nomenclature. We list 2172 species that have been isolated in human beings. They were classified in 12 different phyla, mostly in the Proteobacteria, Firmicutes, Actinobacteria, and Bacteroidetes phyla. Our online database is useful for both clinicians and microbiologists and forms part of the Human Microbiome Project, which aims to characterise the whole human microbiota and help improve our understanding of the human predisposition and susceptibility to infectious agents.
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Affiliation(s)
- Perrine Hugon
- Aix-Marseille Université, Unité de Recherche sur les Maladies Infectieuses et Tropicales Émergentes, UM63, CNRS 7278, IRD 198, INSERM 1095, Marseille, France
| | - Jean-Charles Dufour
- Assistance Publique des Hôpitaux de Marseille, BioSTIC, Pôle de Santé Publique, Marseille, France; Aix-Marseille Université, UMR912 SESSTIM (AMU-INSERM-IRD), Marseille, France
| | - Philippe Colson
- Aix-Marseille Université, Unité de Recherche sur les Maladies Infectieuses et Tropicales Émergentes, UM63, CNRS 7278, IRD 198, INSERM 1095, Marseille, France
| | - Pierre-Edouard Fournier
- Aix-Marseille Université, Unité de Recherche sur les Maladies Infectieuses et Tropicales Émergentes, UM63, CNRS 7278, IRD 198, INSERM 1095, Marseille, France
| | - Kankoe Sallah
- Aix-Marseille Université, UMR912 SESSTIM (AMU-INSERM-IRD), Marseille, France
| | - Didier Raoult
- Aix-Marseille Université, Unité de Recherche sur les Maladies Infectieuses et Tropicales Émergentes, UM63, CNRS 7278, IRD 198, INSERM 1095, Marseille, France; Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia.
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Banerjee J, Mishra N, Dhas Y. Metagenomics: A new horizon in cancer research. Meta Gene 2015; 5:84-9. [PMID: 26110115 PMCID: PMC4477109 DOI: 10.1016/j.mgene.2015.05.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Revised: 05/21/2015] [Accepted: 05/26/2015] [Indexed: 12/28/2022] Open
Abstract
Metagenomics has broadened the scope of targeting microbes responsible for inducing various types of cancers. About 16.1% of cancers are associated with microbial infection. Metagenomics is an equitable way of identifying and studying micro-organisms within their habitat. In cancer research, this approach has revolutionized the way of identifying, analyzing and targeting the microbial diversity present in the tissue specimens of cancer patients. The genomic analyses of these micro-organisms through next generation sequencing techniques invariably facilitate in recognizing the microbial population in biopsies and their evolutionary relationships with each other. In this review an attempt has been made to generate current metagenomic view on cancer microbiota. Different types of micro-organisms have been found to be linked to various types of cancers, thus, contributing significantly in understanding the disease at molecular level.
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Affiliation(s)
- Joyita Banerjee
- Symbiosis School of Biomedical Sciences, Symbiosis International University, Pune 412115, India
| | - Neetu Mishra
- Symbiosis School of Biomedical Sciences, Symbiosis International University, Pune 412115, India
| | - Yogita Dhas
- Symbiosis School of Biomedical Sciences, Symbiosis International University, Pune 412115, India
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de Castro AP, Fernandes GDR, Franco OL. Insights into novel antimicrobial compounds and antibiotic resistance genes from soil metagenomes. Front Microbiol 2014; 5:489. [PMID: 25278933 PMCID: PMC4166954 DOI: 10.3389/fmicb.2014.00489] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 09/01/2014] [Indexed: 11/13/2022] Open
Abstract
In recent years a major worldwide problem has arisen with regard to infectious diseases caused by resistant bacteria. Resistant pathogens are related to high mortality and also to enormous healthcare costs. In this field, cultured microorganisms have been commonly focused in attempts to isolate antibiotic resistance genes or to identify antimicrobial compounds. Although this strategy has been successful in many cases, most of the microbial diversity and related antimicrobial molecules have been completely lost. As an alternative, metagenomics has been used as a reliable approach to reveal the prospective reservoir of antimicrobial compounds and antibiotic resistance genes in the uncultured microbial community that inhabits a number of environments. In this context, this review will focus on resistance genes as well as on novel antibiotics revealed by a metagenomics approach from the soil environment. Biotechnology prospects are also discussed, opening new frontiers for antibiotic development.
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Affiliation(s)
- Alinne P de Castro
- Programa de Pós-Graduação em Biotecnologia, Universidade Católica Dom Bosco Laboratórios Inova, Campo Grande, Brazil
| | - Gabriel da R Fernandes
- Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Centro de Analises Proteomicas e Bioquimicas, Universidade Católica de Brasília Brasilia, Brazil
| | - Octávio L Franco
- Programa de Pós-Graduação em Biotecnologia, Universidade Católica Dom Bosco Laboratórios Inova, Campo Grande, Brazil ; Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Centro de Analises Proteomicas e Bioquimicas, Universidade Católica de Brasília Brasilia, Brazil
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39
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Jiang W, Ling Z, Lin X, Chen Y, Zhang J, Yu J, Xiang C, Chen H. Pyrosequencing analysis of oral microbiota shifting in various caries states in childhood. MICROBIAL ECOLOGY 2014; 67:962-969. [PMID: 24504329 DOI: 10.1007/s00248-014-0372-y] [Citation(s) in RCA: 103] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2013] [Accepted: 01/20/2014] [Indexed: 06/03/2023]
Abstract
Dental caries is one of the most prevalent childhood diseases worldwide, but little is known about the dynamic characteristics of oral microbiota in the development of dental caries. To investigate the shifting bacterial profiles in different caries states, 60 children (3-7-year-old) were enrolled in this study, including 30 caries-free subjects and 30 caries-active subjects. Supragingival plaques were collected from caries-active subjects on intact enamel, white spot lesions and carious dentin lesions. Plaques from caries-free subjects were used as a control. All samples were analyzed by 454 pyrosequencing based on 16S rRNA gene V1-V3 hypervariable regions. A total of 572,773 pyrosequencing reads passed the quality control and 25,444 unique phylotypes were identified, which represented 18 phyla and 145 genera. Reduced bacterial diversity in the cavitated dentin was observed as compared with the other groups. Thirteen genera (including Capnocytophaga, Fusobacterium, Porphyromonas, Abiotrophia, Comamonas, Tannerella, Eikenella, Paludibacter, Treponema, Actinobaculum, Stenotrophomonas, Aestuariimicrobium, and Peptococcus) were found to be associated with dental health, and the bacterial profiles differed considerably depending on caries status. Eight genera (including Cryptobacterium, Lactobacillus, Megasphaera, Olsenella, Scardovia, Shuttleworthia, Cryptobacterium, and Streptococcus) were increased significantly in cavitated dentin lesions, and Actinomyces and Corynebacterium were present at significant high levels in white spot lesions (P < 0.05), while Flavobacterium, Neisseria, Bergeyella, and Derxia were enriched in the intact surfaces of caries individuals (P < 0.05). Our results showed that oral bacteria were specific at different stages of caries progression, which contributes to informing the prevention and treatment of childhood dental caries.
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Affiliation(s)
- Wen Jiang
- Department of Conservative Dentistry and Periodontics, Affiliated Hospital of Stomatology, College of Medicine, Zhejiang University, No. 395 Yanan Road, Hangzhou, Zhejiang, 310006, China
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40
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Warinner C, Rodrigues JFM, Vyas R, Trachsel C, Shved N, Grossmann J, Radini A, Hancock Y, Tito RY, Fiddyment S, Speller C, Hendy J, Charlton S, Luder HU, Salazar-García DC, Eppler E, Seiler R, Hansen LH, Castruita JAS, Barkow-Oesterreicher S, Teoh KY, Kelstrup CD, Olsen JV, Nanni P, Kawai T, Willerslev E, von Mering C, Lewis CM, Collins MJ, Gilbert MTP, Rühli F, Cappellini E. Pathogens and host immunity in the ancient human oral cavity. Nat Genet 2014; 46:336-44. [PMID: 24562188 PMCID: PMC3969750 DOI: 10.1038/ng.2906] [Citation(s) in RCA: 334] [Impact Index Per Article: 30.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Accepted: 02/03/2014] [Indexed: 01/19/2023]
Abstract
Calcified dental plaque (dental calculus) preserves for millennia and entraps biomolecules from all domains of life and viruses. We report the first, to our knowledge, high-resolution taxonomic and protein functional characterization of the ancient oral microbiome and demonstrate that the oral cavity has long served as a reservoir for bacteria implicated in both local and systemic disease. We characterize (i) the ancient oral microbiome in a diseased state, (ii) 40 opportunistic pathogens, (iii) ancient human-associated putative antibiotic resistance genes, (iv) a genome reconstruction of the periodontal pathogen Tannerella forsythia, (v) 239 bacterial and 43 human proteins, allowing confirmation of a long-term association between host immune factors, 'red complex' pathogens and periodontal disease, and (vi) DNA sequences matching dietary sources. Directly datable and nearly ubiquitous, dental calculus permits the simultaneous investigation of pathogen activity, host immunity and diet, thereby extending direct investigation of common diseases into the human evolutionary past.
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Affiliation(s)
- Christina Warinner
- 1] Centre for Evolutionary Medicine, Institute of Anatomy, University of Zürich, Zürich, Switzerland. [2] Department of Anthropology, University of Oklahoma, Norman, Oklahoma, USA
| | - João F Matias Rodrigues
- 1] Institute of Molecular Life Sciences, University of Zürich, Zürich, Switzerland. [2] Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Rounak Vyas
- 1] Institute of Molecular Life Sciences, University of Zürich, Zürich, Switzerland. [2] Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Christian Trachsel
- Functional Genomics Center Zürich, University of Zürich/Swiss Federal Institute of Technology (ETH) Zürich, Zürich, Switzerland
| | - Natallia Shved
- Centre for Evolutionary Medicine, Institute of Anatomy, University of Zürich, Zürich, Switzerland
| | - Jonas Grossmann
- Functional Genomics Center Zürich, University of Zürich/Swiss Federal Institute of Technology (ETH) Zürich, Zürich, Switzerland
| | - Anita Radini
- 1] BioArCh, Department of Archaeology, University of York, York, UK. [2] University of Leicester Archaeological Services (ULAS), School of Archaeology and Ancient History, University of Leicester, Leicester, UK
| | - Y Hancock
- Department of Physics, University of York, York, UK
| | - Raul Y Tito
- Department of Anthropology, University of Oklahoma, Norman, Oklahoma, USA
| | - Sarah Fiddyment
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Camilla Speller
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Jessica Hendy
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Sophy Charlton
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Hans Ulrich Luder
- Centre of Dental Medicine, Institute of Oral Biology, University of Zürich, Zürich, Switzerland
| | - Domingo C Salazar-García
- 1] Research Group on Plant Foods in Hominin Dietary Ecology, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany. [2] Department of Human Evolution, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany. [3] Department of Prehistory and Archaeology, University of Valencia, Valencia, Spain
| | - Elisabeth Eppler
- 1] Research Group Neuro-Endocrine-Immune Interactions, Institute of Anatomy, University of Zürich, Zürich, Switzerland. [2] Zürich Center for Integrative Human Physiology, University of Zürich, Zürich, Switzerland
| | - Roger Seiler
- Centre for Evolutionary Medicine, Institute of Anatomy, University of Zürich, Zürich, Switzerland
| | - Lars H Hansen
- 1] Department of Biology, Microbiology, University of Copenhagen, Copenhagen, Denmark. [2] Department of Environmental Science, Aarhus Universitet, Roskilde, Denmark
| | | | - Simon Barkow-Oesterreicher
- Functional Genomics Center Zürich, University of Zürich/Swiss Federal Institute of Technology (ETH) Zürich, Zürich, Switzerland
| | - Kai Yik Teoh
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Christian D Kelstrup
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jesper V Olsen
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Paolo Nanni
- Functional Genomics Center Zürich, University of Zürich/Swiss Federal Institute of Technology (ETH) Zürich, Zürich, Switzerland
| | - Toshihisa Kawai
- 1] Department of Immunology and Infectious Diseases, Forsyth Institute, Cambridge, Massachusetts, USA. [2] Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Harvard University, Boston, Massachusetts, USA
| | - Eske Willerslev
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
| | - Christian von Mering
- 1] Institute of Molecular Life Sciences, University of Zürich, Zürich, Switzerland. [2] Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Cecil M Lewis
- Department of Anthropology, University of Oklahoma, Norman, Oklahoma, USA
| | | | - M Thomas P Gilbert
- 1] Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark. [2] Ancient DNA Laboratory, Murdoch University, Perth, Western Australia, Australia
| | - Frank Rühli
- 1] Centre for Evolutionary Medicine, Institute of Anatomy, University of Zürich, Zürich, Switzerland. [2]
| | - Enrico Cappellini
- 1] Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark. [2]
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Xu P, Gunsolley J. Application of metagenomics in understanding oral health and disease. Virulence 2014; 5:424-32. [PMID: 24642489 DOI: 10.4161/viru.28532] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Oral diseases including periodontal disease and caries are some of the most prevalent infectious diseases in humans. Different microbial species cohabitate and form a polymicrobial biofilm called dental plaque in the oral cavity. Metagenomics using next generation sequencing technologies has produced bacterial profiles and genomic profiles to study the relationships between microbial diversity, genetic variation, and oral diseases. Several oral metagenomic studies have examined the oral microbiome of periodontal disease and caries. Gene annotations in these studies support the association of specific genes or metabolic pathways with oral health and with specific diseases. The roles of pathogenic species and functions of specific genes in oral disease development have been recognized by metagenomic analysis. A model is proposed in which three levels of interactions occur in the oral microbiome that determines oral health or disease.
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Affiliation(s)
- Ping Xu
- VCU Philips Institute; Virginia Commonwealth University; Richmond, VA USA; Center for the Study of Biological Complexity; Virginia Commonwealth University; Richmond, VA USA; Department of Microbiology and Immunology; Virginia Commonwealth University; Richmond, VA USA
| | - John Gunsolley
- Periodontics Department; Virginia Commonwealth University; Richmond, VA USA
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42
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Saliva microbiota carry caries-specific functional gene signatures. PLoS One 2014; 9:e76458. [PMID: 24533043 PMCID: PMC3922703 DOI: 10.1371/journal.pone.0076458] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2013] [Accepted: 08/26/2013] [Indexed: 01/05/2023] Open
Abstract
Human saliva microbiota is phylogenetically divergent among host individuals yet their roles in health and disease are poorly appreciated. We employed a microbial functional gene microarray, HuMiChip 1.0, to reconstruct the global functional profiles of human saliva microbiota from ten healthy and ten caries-active adults. Saliva microbiota in the pilot population featured a vast diversity of functional genes. No significant distinction in gene number or diversity indices was observed between healthy and caries-active microbiota. However, co-presence network analysis of functional genes revealed that caries-active microbiota was more divergent in non-core genes than healthy microbiota, despite both groups exhibited a similar degree of conservation at their respective core genes. Furthermore, functional gene structure of saliva microbiota could potentially distinguish caries-active patients from healthy hosts. Microbial functions such as Diaminopimelate epimerase, Prephenate dehydrogenase, Pyruvate-formate lyase and N-acetylmuramoyl-L-alanine amidase were significantly linked to caries. Therefore, saliva microbiota carried disease-associated functional signatures, which could be potentially exploited for caries diagnosis.
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43
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Xie G, Lo CC, Scholz M, Chain PSG. Recruiting human microbiome shotgun data to site-specific reference genomes. PLoS One 2014; 9:e84963. [PMID: 24454771 PMCID: PMC3893169 DOI: 10.1371/journal.pone.0084963] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2012] [Accepted: 11/29/2013] [Indexed: 11/18/2022] Open
Abstract
The human body consists of innumerable multifaceted environments that predispose colonization by a number of distinct microbial communities, which play fundamental roles in human health and disease. In addition to community surveys and shotgun metagenomes that seek to explore the composition and diversity of these microbiomes, there are significant efforts to sequence reference microbial genomes from many body sites of healthy adults. To illustrate the utility of reference genomes when studying more complex metagenomes, we present a reference-based analysis of sequence reads generated from 55 shotgun metagenomes, selected from 5 major body sites, including 16 sub-sites. Interestingly, between 13% and 92% (62.3% average) of these shotgun reads were aligned to a then-complete list of 2780 reference genomes, including 1583 references for the human microbiome. However, no reference genome was universally found in all body sites. For any given metagenome, the body site-specific reference genomes, derived from the same body site as the sample, accounted for an average of 58.8% of the mapped reads. While different body sites did differ in abundant genera, proximal or symmetrical body sites were found to be most similar to one another. The extent of variation observed, both between individuals sampled within the same microenvironment, or at the same site within the same individual over time, calls into question comparative studies across individuals even if sampled at the same body site. This study illustrates the high utility of reference genomes and the need for further site-specific reference microbial genome sequencing, even within the already well-sampled human microbiome.
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Affiliation(s)
- Gary Xie
- Genome Science Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- Microbial and Metagenome Program, Joint Genome Institute, Walnut Creek, California, United States of America
| | - Chien-Chi Lo
- Genome Science Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- Microbial and Metagenome Program, Joint Genome Institute, Walnut Creek, California, United States of America
| | - Matthew Scholz
- Genome Science Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- Microbial and Metagenome Program, Joint Genome Institute, Walnut Creek, California, United States of America
| | - Patrick S. G. Chain
- Genome Science Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- Microbial and Metagenome Program, Joint Genome Institute, Walnut Creek, California, United States of America
- * E-mail:
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44
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Bragazzi NL, Pechkova E, Nicolini C. Proteomics and Proteogenomics Approaches for Oral Diseases. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2014; 95:125-62. [DOI: 10.1016/b978-0-12-800453-1.00004-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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45
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Ocon S, Murphy C, Dang AT, Sankaran-Walters S, Li CS, Tarara R, Borujerdpur N, Dandekar S, Paster BJ, George MD. Transcription profiling reveals potential mechanisms of dysbiosis in the oral microbiome of rhesus macaques with chronic untreated SIV infection. PLoS One 2013; 8:e80863. [PMID: 24312248 PMCID: PMC3843670 DOI: 10.1371/journal.pone.0080863] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Accepted: 10/17/2013] [Indexed: 11/19/2022] Open
Abstract
A majority of individuals infected with human immunodeficiency virus (HIV) have inadequate access to antiretroviral therapy and ultimately develop debilitating oral infections that often correlate with disease progression. Due to the impracticalities of conducting host-microbe systems-based studies in HIV infected patients, we have evaluated the potential of simian immunodeficiency virus (SIV) infected rhesus macaques to serve as a non-human primate model for oral manifestations of HIV disease. We present the first description of the rhesus macaque oral microbiota and show that a mixture of human commensal bacteria and “macaque versions” of human commensals colonize the tongue dorsum and dental plaque. Our findings indicate that SIV infection results in chronic activation of antiviral and inflammatory responses in the tongue mucosa that may collectively lead to repression of epithelial development and impact the microbiome. In addition, we show that dysbiosis of the lingual microbiome in SIV infection is characterized by outgrowth of Gemella morbillorum that may result from impaired macrophage function. Finally, we provide evidence that the increased capacity of opportunistic pathogens (e.g. E. coli) to colonize the microbiome is associated with reduced production of antimicrobial peptides.
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Affiliation(s)
- Susan Ocon
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, California, United States of America
| | - Christina Murphy
- Department of Microbiology, Forsyth Institute, Cambridge, Massachusetts, United States of America
| | - Angeline T. Dang
- Department of Microbiology, Immunology, and Molecular Genetics, University of California Los Angeles, Los Angeles, California, United States of America
| | - Sumathi Sankaran-Walters
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, California, United States of America
| | - Chin-Shang Li
- Department of Public Health Sciences, University of California Davis, Davis, California, United States of America
| | - Ross Tarara
- California National Primate Research Center, University of California Davis, Davis, California, United States of America
| | | | - Satya Dandekar
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, California, United States of America
| | - Bruce J. Paster
- Department of Microbiology, Forsyth Institute, Cambridge, Massachusetts, United States of America
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, Massachusetts, United States of America
| | - Michael D. George
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, California, United States of America
- * E-mail:
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46
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Padmanabhan R, Mishra AK, Raoult D, Fournier PE. Genomics and metagenomics in medical microbiology. J Microbiol Methods 2013; 95:415-24. [PMID: 24200711 DOI: 10.1016/j.mimet.2013.10.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2013] [Revised: 10/08/2013] [Accepted: 10/10/2013] [Indexed: 02/06/2023]
Abstract
Over the last two decades, sequencing tools have evolved from laborious time-consuming methodologies to real-time detection and deciphering of genomic DNA. Genome sequencing, especially using next generation sequencing (NGS) has revolutionized the landscape of microbiology and infectious disease. This deluge of sequencing data has not only enabled advances in fundamental biology but also helped improve diagnosis, typing of pathogen, virulence and antibiotic resistance detection, and development of new vaccines and culture media. In addition, NGS also enabled efficient analysis of complex human micro-floras, both commensal, and pathological, through metagenomic methods, thus helping the comprehension and management of human diseases such as obesity. This review summarizes technological advances in genomics and metagenomics relevant to the field of medical microbiology.
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Affiliation(s)
- Roshan Padmanabhan
- Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes, Aix-Marseille Université, UM63, CNRS 7278, IRD 198, INSERM 1095, Faculté de Médecine, 27 Bd. Jean Moulin, 13005 Marseille, France
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Wang J, Qi J, Zhao H, He S, Zhang Y, Wei S, Zhao F. Metagenomic sequencing reveals microbiota and its functional potential associated with periodontal disease. Sci Rep 2013; 3:1843. [PMID: 23673380 PMCID: PMC3654486 DOI: 10.1038/srep01843] [Citation(s) in RCA: 165] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2013] [Accepted: 05/01/2013] [Indexed: 11/09/2022] Open
Abstract
Although attempts have been made to reveal the relationships between bacteria and human health, little is known about the species and function of the microbial community associated with oral diseases. In this study, we report the sequencing of 16 metagenomic samples collected from dental swabs and plaques representing four periodontal states. Insights into the microbial community structure and the metabolic variation associated with periodontal health and disease were obtained. We observed a strong correlation between community structure and disease status, and described a core disease-associated community. A number of functional genes and metabolic pathways including bacterial chemotaxis and glycan biosynthesis were over-represented in the microbiomes of periodontal disease. A significant amount of novel species and genes were identified in the metagenomic assemblies. Our study enriches the understanding of the oral microbiome and sheds light on the contribution of microorganisms to the formation and succession of dental plaques and oral diseases.
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Affiliation(s)
- Jinfeng Wang
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China
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Nyvad B, Crielaard W, Mira A, Takahashi N, Beighton D. Dental Caries from a Molecular Microbiological Perspective. Caries Res 2013. [DOI: 10.1159/000345367] [Citation(s) in RCA: 157] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
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Metagenomic analysis of the canine oral cavity as revealed by high-throughput pyrosequencing of the 16S rRNA gene. Vet Microbiol 2012; 162:891-898. [PMID: 23228621 DOI: 10.1016/j.vetmic.2012.11.018] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2012] [Revised: 11/06/2012] [Accepted: 11/09/2012] [Indexed: 11/21/2022]
Abstract
Efficient characterization of the canine oral microbiome is critical for understanding the role of oral bacteria in health and for providing insight into early diagnosis and treatment strategies against periodontal disease. To date, characterization has been limited to cloning-based sequencing and conventional culture-based studies, which generally underestimate community diversity as a result of inherent biases in their methodologies. Pyrosequencing, a cloning- and culture-independent sequencing approach, eliminates these elements of bias from the analysis and enables extensive sequencing of microbial populations. In this report, pyrosequencing of the 16S rRNA gene was used to examine oral samples from six healthy dogs in an effort to determine community membership, diversity, and zoonotic implications. Pyrosequencing revealed a mean (SD) of 226 (59) operational taxonomic units (OTUs, 97% similarity), representing 181 genera from 13 bacterial phyla. The phyla Bacteroidetes (60.2%), Proteobacteria (20.8%), Firmicutes (11.4%), Fusobacteria (4.7%), and Spirochaetes (1.7%) predominated. The most commonly identified genera were Porphyromonas (39.2% of sequences), Fusobacterium (4.5%), Capnocytophaga (3.8%), Derxia (3.7%), Moraxella (3.3%), and Bergeyella (2.7%). Fifty-six OTUs, corresponding to 38 unique genus-level identifications, were present in all samples, which supports the concept of a stable core microbiome existing between healthy dogs. Potentially zoonotic and periodontal bacteria were detected in all dogs, and highlights the zoonotic and disease potential of the oral microflora. Results suggest that the canine oral cavity harbors a rich and diverse bacterial community, and exceeds estimates by previous culture- and cloning-based studies.
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50
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Ames NJ, Sulima P, Ngo T, Barb J, Munson PJ, Paster BJ, Hart TC. A characterization of the oral microbiome in allogeneic stem cell transplant patients. PLoS One 2012; 7:e47628. [PMID: 23144704 PMCID: PMC3483166 DOI: 10.1371/journal.pone.0047628] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2012] [Accepted: 09/18/2012] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The mouth is a complex biological structure inhabited by diverse bacterial communities. The purpose of this study is to describe the effects of allogeneic stem cell transplantation on the oral microbiota and to examine differences among those patients who acquired respiratory complications after transplantation. METHODOLOGY/PRINCIPAL FINDINGS All patients were consented at the National Institutes of Health, Clinical Center. Bacterial DNA was analyzed from patients' oral specimens using the Human Oral Microbe Identification Microarray. The specimens were collected from four oral sites in 45 allogeneic transplantation patients. Specimens were collected at baseline prior to transplantation, after transplantation at the nadir of the neutrophil count and after myeloid engraftment. If respiratory signs and symptoms developed, additional specimens were obtained. Patients were followed for 100 days post transplantation. Eleven patients' specimens were subjected to further statistical analysis. Many common bacterial genera, such as Streptococcus, Veillonella, Gemella, Granulicatella and Camplyobacter were identified as being present before and after transplantation. Five of 11 patients developed respiratory complications following transplantation and there was preliminary evidence that the oral microbiome changed in their oral specimens. Cluster analysis and principal component analysis revealed this change in the oral microbiota. CONCLUSIONS/SIGNIFICANCE After allogeneic transplantation, the oral bacterial community's response to a new immune system was not apparent and many of the most common core oral taxa remained unaffected. However, the oral microbiome was affected in patients who developed respiratory signs and symptoms after transplantation. The association related to the change in the oral microbiota and respiratory complications after transplantation will be validated by future studies using high throughput molecular methods.
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Affiliation(s)
- Nancy J. Ames
- Clinical Center, Nursing and Patient Care Services, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Pawel Sulima
- Human Craniofacial Genetic Section, Craniofacial and Skeletal Diseases Branch, National Institute of Dental and Craniofacial Research, Bethesda, Maryland, United States of America
| | - Thoi Ngo
- Clinical Center, Nursing and Patient Care Services, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Jennifer Barb
- Mathematical and Statistical Computing Laboratory, Center for Information Technology, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Peter J. Munson
- Mathematical and Statistical Computing Laboratory, Center for Information Technology, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Bruce J. Paster
- Department of Microbiology, Forsyth Institute, Cambridge, Massachusetts, United States of America
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, Massachusetts, United States of America
| | - Thomas C. Hart
- Human Craniofacial Genetic Section, Craniofacial and Skeletal Diseases Branch, National Institute of Dental and Craniofacial Research, Bethesda, Maryland, United States of America
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