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Lin B, Pathak JL, Gao H, Zhou Z, Ser HL, Wu L, Lee LH, Wang L, Chen J, Zhong M. A pilot study examining periodontally healthy middle-aged humans and monkeys display different levels of alveolar bone resorption, gingival inflammatory infiltrate, and salivary microbiota profile. PLoS One 2024; 19:e0311282. [PMID: 39413077 PMCID: PMC11482700 DOI: 10.1371/journal.pone.0311282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 09/13/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND Monkeys are an appropriate model for periodontal research owing to their similar dental anatomy and physiology unlike humans. Extensive literature exists on pathological periodontitis in monkeys and humans, although concerns regarding whether healthy middle-aged monkeys and humans display the same periodontal and oral microbial status remains unclear. AIMS AND OBJECTIVES The current study aimed to compare alveolar bone resorption, gingival inflammatory infiltrate, and salivary microbiota profile in periodontally healthy middle-aged humans and monkeys. METHODS CBCT examination and histological analysis were performed to compare the periodontal status in middle-aged healthy humans and monkeys. Oral saliva16S rRNA sequencing was performed to analyze the oral microbial profile. RESULTS The alveolar resorption was compared between humans and monkeys, to determine the periodontal health. The percentage attachment of attachment loss was more around the posteriors teeth in humans when compared to monkeys (p<0.05). The degree of gingival inflammation was analyzed in both the groups, the expression of CD 34,45was higher in humans. 16S rRNA analysis demonstrated less diversity of salivary microorganisms in humans than in monkeys. The relative abundance of Aggregatibacter, Haemophilus, Gemella, and Porphyromonas at the genus level was significantly less in humans than in monkeys (p(<0.05). CONCLUSION The periodontally healthy middle-aged humans and monkeys display different alveolar bone resorption and gingival inflammatory infiltrate levels. Furthermore, the salivary microbiota profile showed distinctly different oral microbiomes in these two primates. Our results suggest that the difference in alveolar bone status and gingival inflammatory infiltrate in healthy humans and monkeys might be associated with the diversity of the oral microbiome.
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Affiliation(s)
- Bingpeng Lin
- Department of Orthodontics, Affiliated Stomatology Hospital of Guangzhou Medical University, Guangzhou, China
| | - Janak L. Pathak
- Guangzhou Key Laboratory of Basic and Applied Research of Oral Regenerative Medicine, Affiliated Stomatology Hospital of Guangzhou Medical University, Guangzhou, China
| | - Hongbin Gao
- Guangdong Laboratory Animals Monitoring Institute, Key Laboratory of Guangdong Laboratory Animals, Guangzhou, China
| | - Zijun Zhou
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, China
| | - Hooi-Leng Ser
- Novel Bacteria and Drug Discovery (NBDD) Research Group, Microbiome and Bioresource Research Strength (MBRS), Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Subang Jaya, Malaysia
| | - Lihong Wu
- Guangzhou Key Laboratory of Basic and Applied Research of Oral Regenerative Medicine, Affiliated Stomatology Hospital of Guangzhou Medical University, Guangzhou, China
| | - Learn-Han Lee
- Novel Bacteria and Drug Discovery (NBDD) Research Group, Microbiome and Bioresource Research Strength (MBRS), Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Subang Jaya, Malaysia
- Microbiome Research Group, Research Centre for Life Science and Healthcare, Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute(CBI), University of Nottingham Ningbo China, Ningbo, China
| | - Lijing Wang
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, China
| | - Jianming Chen
- Department of Orthodontics, Affiliated Stomatology Hospital of Guangzhou Medical University, Guangzhou, China
| | - Mei Zhong
- Guangzhou Key Laboratory of Basic and Applied Research of Oral Regenerative Medicine, Affiliated Stomatology Hospital of Guangzhou Medical University, Guangzhou, China
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Tian J, Zhao B, Wang J, Du W, Ma W, Xia B, Xu H, Chen T, He X, Qin M. The short-term impact of comprehensive caries treatment on the supragingival microbiome of severe early childhood caries. Int J Paediatr Dent 2024; 34:505-515. [PMID: 38173170 DOI: 10.1111/ipd.13151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/28/2023] [Accepted: 12/05/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Children affected by severe early childhood caries (S-ECC) usually need comprehensive caries treatment due to the extensive of caries. How the oral microbiome changes after caries therapy within the short-term warrant further study. AIM This study aimed to investigate the short-term impact of comprehensive caries treatment on the supragingival plaque microbiome of S-ECC children. DESIGN Thirty-three children aged 2-4 years with severe caries (dt > 7) were recruited. Comprehensive caries treatment was performed under general anesthesia in one session and included restoration, pulp treatment, extraction, and fluoride application. Supragingival plaque was sampled pre- and 1-month posttreatment. The genomic DNA of the supragingival plaque was extracted, and bacterial 16S ribosomal RNA gene sequencing was performed. RESULTS Our data showed that the microbial community evenness significantly decreased posttreatment. Furthermore, comprehensive caries treatment led to more diverse microbial structures among the subjects. The interbacterial interactions reflected by the microbial community's co-occurrence network tended to be less complex posttreatment. Caries treatment increased the relative abundance of Corynebacterium matruchotii, Corynebacterium durum, Actinomyces naeslundii, and Saccharibacteria HMT-347, as well as Aggregatibacter HMT-458 and Haemophilus influenzae. Meanwhile, the relative abundance of Streptococcus mutans, three species from Leptotrichia, Neisseria bacilliformis, and Provotella pallens significantly decreased posttreatment. CONCLUSION Our results suggested that comprehensive caries treatment may contribute to the reconstruction of a healthier supragingival microbiome.
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Affiliation(s)
- Jing Tian
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Laboratory for Digital and Material Technology of Stomatology, Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Bingqian Zhao
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Laboratory for Digital and Material Technology of Stomatology, Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Jingyan Wang
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Laboratory for Digital and Material Technology of Stomatology, Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Wenbin Du
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Wenli Ma
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Laboratory for Digital and Material Technology of Stomatology, Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Bin Xia
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Laboratory for Digital and Material Technology of Stomatology, Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - He Xu
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Laboratory for Digital and Material Technology of Stomatology, Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Tsute Chen
- Department of Microbiology, The Forsyth Institute, Cambridge, Massachusetts, USA
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, Massachusetts, USA
| | - Xuesong He
- Department of Microbiology, The Forsyth Institute, Cambridge, Massachusetts, USA
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, Massachusetts, USA
| | - Man Qin
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Laboratory for Digital and Material Technology of Stomatology, Beijing Key Laboratory of Digital Stomatology, Beijing, China
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Song H, Lee J, Yi S, Kim WH, Kim Y, Namgoong B, Choe A, Cho G, Shin J, Park Y, Kim MS, Cho S. Red Ginseng Dietary Fiber Shows Prebiotic Potential by Modulating Gut Microbiota in Dogs. Microbiol Spectr 2023; 11:e0094923. [PMID: 37367492 PMCID: PMC10433987 DOI: 10.1128/spectrum.00949-23] [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: 03/03/2023] [Accepted: 06/09/2023] [Indexed: 06/28/2023] Open
Abstract
Red ginseng, widely used in traditional medicine for various conditions, imparts health benefits mainly by modulating the gut microbiota in humans. Given the similarities in gut microbiota between humans and dogs, red ginseng-derived dietary fiber may have prebiotic potential in dogs; however, its effects on the gut microbiota in dogs remain elusive. This double-blinded, longitudinal study investigated the impact of red ginseng dietary fiber on the gut microbiota and host response in dogs. A total of 40 healthy household dogs were randomly assigned to low-dose (n = 12), high-dose (n = 16), or control (n = 12) groups and fed a normal diet supplemented with red ginseng dietary fiber (3 g/5 kg body weight per day, 8 g/5 kg per day, or no supplement, respectively) for 8 weeks. The gut microbiota of the dogs was analyzed at 4 weeks and 8 weeks using 16S rRNA gene sequencing of fecal samples. Alpha diversity was significantly increased at 8 and 4 weeks in the low-dose and high-dose groups, respectively. Moreover, biomarker analysis showed that short-chain fatty acid producers such as Sarcina and Proteiniclasticum were significantly enriched, while potential pathogens such as Helicobacter were significantly decreased, indicating the increased gut health and pathogen resistance by red ginseng dietary fiber. Microbial network analysis showed that the complexity of microbial interactions was increased by both doses, indicating the increased stability of the gut microbiota. These findings suggest that red ginseng-derived dietary fiber could be used as a prebiotic to modulate gut microbiota and improve gut health in dogs. IMPORTANCE The canine gut microbiota is an attractive model for translational studies, as it responds to dietary interventions similarly to those in humans. Investigating the gut microbiota of household dogs that share the environment with humans can produce highly generalizable and reproducible results owing to their representativeness of the general canine population. This double-blind and longitudinal study investigated the impact of dietary fiber derived from red ginseng on the gut microbiota of household dogs. Red ginseng dietary fiber altered the canine gut microbiota by increasing diversity, enriching short-chain fatty acid-producing microbes, decreasing potential pathogens, and increasing the complexity of microbial interactions. These findings indicate that red ginseng-derived dietary fiber may promote canine gut health by modulating gut microbiota, suggesting the possibility of its use as a potential prebiotic.
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Affiliation(s)
- Hyokeun Song
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Junbum Lee
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Saehah Yi
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Woo-Hyun Kim
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Yuna Kim
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Beomkwan Namgoong
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Ahreum Choe
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Gunhee Cho
- Korea Ginseng Corporation, Daejeon, South Korea
| | - Jangmi Shin
- Korea Ginseng Corporation, Daejeon, South Korea
| | | | - Min Su Kim
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
- Center for Veterinary Integrated Medicine Research, Seoul National University, Seoul, South Korea
| | - Seongbeom Cho
- College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
- Center for Veterinary Integrated Medicine Research, Seoul National University, Seoul, South Korea
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Angarita‐Díaz MDP, Fong C, Bedoya‐Correa CM, Cabrera‐Arango CL. Does high sugar intake really alter the oral microbiota?: A systematic review. Clin Exp Dent Res 2022; 8:1376-1390. [PMID: 35946056 PMCID: PMC9760141 DOI: 10.1002/cre2.640] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 07/07/2022] [Accepted: 07/12/2022] [Indexed: 01/26/2023] Open
Abstract
OBJECTIVES Diet is one of the main factors influencing the diversity and interactions of the oral microbiota. The purpose of this study is to determine the impact of sugar intake on the microbial diversity and bacteria that predominate under these conditions. MATERIAL AND METHODS A systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guide, using the PubMed, Scopus, and Science Direct databases and combinations of the words "microbiota," "microbiology," "bacteria," "sugars," "dysbiosis," "caries," "microbiome," "oral microbial," and "oral microbiota profile pattern." The selection criteria included year, language, type of publication, comparison of microbiota during low and high sugar intake, and bacterial identification by molecular sequencing of the 16S subunit of ribosomal RNA. RESULTS Out of a total of 374 papers that came up after the initial search, 8 met the criteria for this review. The papers included research on populations comprising children, young adults, and adults, with most of the studies reporting selection criteria for the participants and using validated instruments to determine sugar intake. Apart from one study, all others reported for high sugar intake conditions a significant decrease in microbial diversity of the oral microbiome and the predominance of several bacterial genera or species, including Streptococcus, Scardovia, Veillonella, Rothia, Actinomyces, and Lactobacillus. CONCLUSIONS Sugar-rich diets have a significantly unfavorable effect on the diversity and balance of oral microbiota; however, further studies are required to determine the exact role of sugar in microbial interactions.
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Affiliation(s)
| | - Cristian Fong
- School of Medicine, Universidad Cooperativa de ColombiaSanta MartaColombia
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Dame-Teixeira N, de Lima AKA, Do T, Stefani CM. Meta-Analysis Using NGS Data: The Veillonella Species in Dental Caries. FRONTIERS IN ORAL HEALTH 2022; 2:770917. [PMID: 35048071 PMCID: PMC8757819 DOI: 10.3389/froh.2021.770917] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 09/22/2021] [Indexed: 02/01/2023] Open
Abstract
Objectives: In light of recent technological advances in Next-generation sequencing (NGS) and the accumulation of large, publicly available oral microbiome datasets, the need for meta-analysing data on caries microbiome is becoming feasible and essential. A consensus on the identification of enriched organisms in cariogenic dysbiotic biofilms would be reached. For example, members of the Veillonella genus have been detected in caries biofilms, and may have an underestimated contribution to the dysbiotic process. Hence, we aimed to determine the abundance of Veillonella species in dental caries in studies using NGS data. Materials and Methods: Analysis was performed according to the Preferred Reporting Items for Systematic Review and Meta-Analysis (registered at PROSPERO: CRD42020204150). Studies investigating microbial composition in saliva, dental biofilm, or carious dentin were included. Six databases and grey literature were searched. Two independent reviewers selected the papers and assessed the methodological quality. Results: Searches retrieved 1,323 titles, from which 38 studies were included in a qualitative synthesis, comprising a total of 1,374 caries and 745 caries-free individuals. Most studies analysed 16S rRNA amplicons, and only 5 studies used shotgun metagenomics and metatranscriptomics. A geographical bias was observed. The methodological quality was downrated in 81.5% of the studies due to the lack of criteria for defining cases and standard criteria used for measurement of the condition in a reliable way. Six studies on early childhood caries (ECC) were meta-analysed, confirming a significant enrichment of Veillonella spp. in caries-associated biofilms (but not saliva) when compared to caries-free controls [mean difference: 2.22 (0.54–3.90); p = 0.01]. Conclusions:Veillonella spp. is more abundant in individuals suffering with ECC when compared to caries-free controls (very low evidence certainty), and should be considered for further studies to observe their metabolism in dental caries. There is an urgent need for a consensus in methodologies used to allow for more rigorous comparison between NGS studies, particularly including clinical data and details of caries diagnosis, as they are currently scarce. Inconsistent reporting on the NGS data affected the cross-study comparison and the biological connexions of the relative abundances on caries microbiome.
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Affiliation(s)
- Naile Dame-Teixeira
- Department of Dentistry, School of Health Sciences, University of Brasilia, Brasilia, Brazil.,Division of Oral Biology, School of Dentistry, University of Leeds, Leeds, United Kingdom
| | | | - Thuy Do
- Division of Oral Biology, School of Dentistry, University of Leeds, Leeds, United Kingdom
| | - Cristine Miron Stefani
- Department of Dentistry, School of Health Sciences, University of Brasilia, Brasilia, Brazil
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Chen X, Hu X, Fang J, Sun X, Zhu F, Sun Y, Wang Y. Association of oral microbiota profile with sugar-sweetened beverages consumption in school-aged children. Int J Food Sci Nutr 2021; 73:82-92. [PMID: 34000955 DOI: 10.1080/09637486.2021.1913102] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Evidence that common beverage consumption is associated with oral ecosystem. However, little is known about the effect of sugar-sweetened beverages (SSBs) on composition and functional potential of childhood oral microbiota. We aim to examine associations between SSBs consumption with oral microbiota diversity and function among school-aged children. Oral microbiota in buccal swab samples was collected from 180 children (11.3 ± 0.6 years) from an ongoing child growth and development cohort established in 2016, using 16S rDNA gene sequencing. Higher SSBs consumption (≥1 serving/day) was associated with lower oral microbiota richness and diversity. Children with higher SSBs consumption showed decreased abundance of genus Fusobacterium, Lachnoanaerobaculum, Soonwooa, Tannerella and Moraxella (p < 0.05). However, more SSBs intake selectively increases the dominance of aciduric bacteria (Neisseria and Streptococcus), which can lead to dental caries and other oral problems. Furthermore, PICRUSt analysis illustrated that oral microbiota was more conducive to the pathway activated of protein export (p = 0.020), D-glutamine and D-glutamate metabolism (p = 0.013), and pantothenate and CoA biosynthesis (p = 0.004), indicating vigorous microbial metabolism in oral bacterial community in higher SSBs intake groups. Overall, our finding suggests that higher SSBs consumption may disturb oral microecology and reduce diversity of microbiota during childhood, stimulating an increase in cariogenic genera, which contributes to increased susceptibility of SSBs-related oral diseases.
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Affiliation(s)
- Xin Chen
- Stomatologic Hospital & College, Key Laboratory of Oral Diseases Research of Anhui Province, Anhui Medical University, Hefei, China
| | - Xiaoyan Hu
- Stomatologic Hospital & College, Key Laboratory of Oral Diseases Research of Anhui Province, Anhui Medical University, Hefei, China
| | - Jiao Fang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Hefei, China
| | - Xiaoyu Sun
- Stomatologic Hospital & College, Key Laboratory of Oral Diseases Research of Anhui Province, Anhui Medical University, Hefei, China
| | - Fangfang Zhu
- Stomatologic Hospital & College, Key Laboratory of Oral Diseases Research of Anhui Province, Anhui Medical University, Hefei, China
| | - Ying Sun
- Department of Maternal, Child and Adolescent Health, School of Public Health, Hefei, China
| | - Yuanyin Wang
- Stomatologic Hospital & College, Key Laboratory of Oral Diseases Research of Anhui Province, Anhui Medical University, Hefei, China
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Boehlke C, Rupf S, Tenniswood M, Chittur SV, Hannig C, Zierau O. Caries and periodontitis associated bacteria are more abundant in human saliva compared to other great apes. Arch Oral Biol 2020; 111:104648. [PMID: 31927405 DOI: 10.1016/j.archoralbio.2020.104648] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 11/29/2019] [Accepted: 01/01/2020] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Caries and periodontitis are uncommon in free ranging great apes but a major oral disease in humans. The aim was to analyze abundance and diversity of oral bacteria of western humans and their closest relatives, to examine if zoo apes feeding on diet other than in their natural habitat show caries and periodontitis associated salivary bacteria and comparable susceptibility for oral civilization diseases as humans. DESIGN Bacterial composition of human and great ape saliva samples were compared by analyzing the V3 region of the bacteria 16S rRNA gene by Next Generation Sequencing with Ion Torrent. RESULTS Results show species-specific differences in the salivary bacteria phyla and genera composition among all apes. Moreover, salivary bacterial composition within non-human apes showed higher intra-individual differences than within humans. Human saliva exhibited lowest bacteria diversity. Different behavioral patterns including (oral) hygiene standards of humans and non-human apes might cause differences. All species differed in diversity and abundance of caries associated bacteria genera. Human saliva revealed higher abundance of caries and periodontitis relevant bacteria in contrast to other great apes, which might be supported by higher consume of refined cariogenic food items, possibly raising their risk for oral disease susceptibility. CONCLUSIONS The study offers first clues on caries and periodontitis relevant bacteria of captive great ape species in comparison to humans. Higher susceptibility to oral diseases for humans than for their closest relatives, leads to the question, if the oral microbiome changed during evolution and how it is influenced by the human life style.
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Affiliation(s)
- Carolin Boehlke
- Faculty of Biology, Institute of Zoology, Molecular Cell Physiology and Endocrinology, Technische Universität Dresden, 01217 Dresden, Germany; Policlinic of Operative and Pediatric Dentistry, Faculty of Medicine ´Carl Gustav Carus´, Technische Universität Dresden, 01307 Dresden, Germany.
| | - Stefan Rupf
- Clinic of Operative Dentistry, Periodontology and Preventive Dentistry, Saarland University, 66424 Homburg/Saar, Germany.
| | - Martin Tenniswood
- Department of Biomedical Sciences, School of Public Health, University at Albany, Rensselaer, NY, 12144-2345, USA.
| | - Sridar V Chittur
- Department of Biomedical Sciences, School of Public Health, University at Albany, Rensselaer, NY, 12144-2345, USA; Center for Functional Genomics, University at Albany, Rensselaer, NY, 12144-2345, USA.
| | - Christian Hannig
- Policlinic of Operative and Pediatric Dentistry, Faculty of Medicine ´Carl Gustav Carus´, Technische Universität Dresden, 01307 Dresden, Germany.
| | - Oliver Zierau
- Faculty of Biology, Institute of Zoology, Molecular Cell Physiology and Endocrinology, Technische Universität Dresden, 01217 Dresden, Germany.
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Nichols RG, Peters JM, Patterson AD. Interplay Between the Host, the Human Microbiome, and Drug Metabolism. Hum Genomics 2019; 13:27. [PMID: 31186074 PMCID: PMC6558703 DOI: 10.1186/s40246-019-0211-9] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 05/21/2019] [Indexed: 02/07/2023] Open
Abstract
The human microbiome is composed of four major areas including intestinal, skin, vaginal, and oral microbiomes, with each area containing unique species and unique functionalities. The human microbiome may be modulated with prebiotics, probiotics, and postbiotics to potentially aid in the treatment of diseases like irritable bowel syndrome, bacterial vaginosis, atopic dermatitis, gingivitis, obesity, or cancer. There is also potential for many of the inhabitants of the human microbiome to directly modulate host gene expression and modulate host detoxifying enzyme activity like cytochrome P450s (CYPs), dehydrogenases, and carboxylesterases. Therefore, the microbiome may be important to consider during drug discovery, risk assessment, and dosing regimens for various diseases given that the human microbiome has been shown to impact host detoxification processes.
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Affiliation(s)
- Robert G. Nichols
- Department of Veterinary and Biomedical Science, The Pennsylvania State University, University Park, PA 16802 USA
| | - Jeffrey M. Peters
- Department of Veterinary and Biomedical Science, The Pennsylvania State University, University Park, PA 16802 USA
| | - Andrew D. Patterson
- Department of Veterinary and Biomedical Science, The Pennsylvania State University, University Park, PA 16802 USA
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Yue Q, Yin FT, Zhang Q, Yuan C, Ye MY, Wang XL, Li JJ, Gan YH. Carious status and supragingival plaque microbiota in hemodialysis patients. PLoS One 2018; 13:e0204674. [PMID: 30300382 PMCID: PMC6177147 DOI: 10.1371/journal.pone.0204674] [Citation(s) in RCA: 3] [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: 04/18/2018] [Accepted: 09/12/2018] [Indexed: 12/22/2022] Open
Abstract
Objective The aim of this study was to evaluate the carious status and the microbial profiles of supragingival plaque in patients with chronic kidney disease undergoing hemodialysis. Methods This study included 30 patients with chronic kidney disease undergoing hemodialysis as well as 30 control subjects. Dental examination was performed and the decayed-missing-filled-teeth was recorded. Supragingival plaque was taken and analyzed using 16S rRNA gene amplicon by Illumina MiSeq sequencing to detect microbial composition and community diversity and structure. Results The level of decayed-missing-filled-teeth was higher in the hemodialysis group than that in the control group. Microbial analysis showed a decrease in α diversity and a increase in relative abundance and prevalence of many acidogenic and aciduric caries related species in the supragingival plaque samples of the hemodialysis patients, including Streptococcus mutans, Lactobacillus salivarius, Lactobacillus fermentum, Lactobacillus vaginalis, Scardovia wiggsiae F0424, and Actinomyces naeslundii. Conclusion Our results suggested that the hemodialysis patients were more susceptible to caries. More attentions for caries prevention and treatment should be paid to improve their life quality, and even to reduce their cardiovascular events and survival.
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Affiliation(s)
- Qi Yue
- Central Laboratory, Peking University School and Hospital of Stomatology & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Fei-Ting Yin
- Department of Nephrology, the First Affiliated Hospital of General Hospital of PLA, Beijing, China
| | - Qian Zhang
- Central Laboratory, Peking University School and Hospital of Stomatology & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Chao Yuan
- Department of Preventive Dentistry, Peking University School and Hospital of Stomatology & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Mei-Yan Ye
- Department of Nephrology, the First Affiliated Hospital of General Hospital of PLA, Beijing, China
| | - Xiao-Ling Wang
- Central Laboratory, Peking University School and Hospital of Stomatology & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
- * E-mail: (XLW); (JJL); (YHG)
| | - Ji-Jun Li
- Department of Nephrology, the First Affiliated Hospital of General Hospital of PLA, Beijing, China
- * E-mail: (XLW); (JJL); (YHG)
| | - Ye-Hua Gan
- Central Laboratory, Peking University School and Hospital of Stomatology & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
- * E-mail: (XLW); (JJL); (YHG)
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Rupf S, Laczny CC, Galata V, Backes C, Keller A, Umanskaya N, Erol A, Tierling S, Lo Porto C, Walter J, Kirsch J, Hannig M, Hannig C. Comparison of initial oral microbiomes of young adults with and without cavitated dentin caries lesions using an in situ biofilm model. Sci Rep 2018; 8:14010. [PMID: 30228377 PMCID: PMC6143549 DOI: 10.1038/s41598-018-32361-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 09/06/2018] [Indexed: 02/06/2023] Open
Abstract
Dental caries is caused by acids released from bacterial biofilms. However, the in vivo formation of initial biofilms in relation to caries remains largely unexplored. The aim of this study was to compare the oral microbiome during the initial phase of bacterial colonization for individuals with (CC) and without (NC) cavitated dentin caries lesions. Bovine enamel slabs on acrylic splints were worn by the volunteers (CC: 14, NC: 13) for in situ biofilm formation (2 h, 4 h, 8 h, 1 ml saliva as reference). Sequencing of the V1/V2 regions of the 16S rRNA gene was performed (MiSeq). The relative abundances of individual operational taxonomic units (OTUs) were compared between samples from the CC group and the NC group. Random forests models were furthermore trained to separate the groups. While the overall heterogeneity did not differ substantially between CC and NC individuals, several individual OTUs were found to have significantly different relative abundances. For the 8 h samples, most of the significant OTUs showed higher relative abundances in the CC group, while the majority of significant OTUs in the saliva samples were more abundant in the NC group. Furthermore, using OTU signatures enabled a separation between both groups, with area-under-the-curve (AUC) values of ~0.8. In summary, the results suggest that initial oral biofilms provide the potential to differentiate between CC and NC individuals.
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Affiliation(s)
- Stefan Rupf
- Clinic of Operative Dentistry, Periodontology and Preventive Dentistry, Saarland University Medical Center, Homburg, Germany.
| | - Cedric C Laczny
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Valentina Galata
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Christina Backes
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Andreas Keller
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Natalia Umanskaya
- Clinic of Operative Dentistry, Periodontology and Preventive Dentistry, Saarland University Medical Center, Homburg, Germany
| | - Arzu Erol
- Clinic of Operative Dentistry, Periodontology and Preventive Dentistry, Saarland University Medical Center, Homburg, Germany
| | - Sascha Tierling
- Faculty of Natural Sciences and Technology, Department of Genetics/Epigenetics, Saarland University, Saarbrücken, Germany
| | - Christina Lo Porto
- Faculty of Natural Sciences and Technology, Department of Genetics/Epigenetics, Saarland University, Saarbrücken, Germany
| | - Jörn Walter
- Faculty of Natural Sciences and Technology, Department of Genetics/Epigenetics, Saarland University, Saarbrücken, Germany
| | - Jasmin Kirsch
- Policlinic of Operative and Pediatric Dentistry, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Matthias Hannig
- Clinic of Operative Dentistry, Periodontology and Preventive Dentistry, Saarland University Medical Center, Homburg, Germany
| | - Christian Hannig
- Policlinic of Operative and Pediatric Dentistry, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
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11
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Xu H, Tian J, Hao W, Zhang Q, Zhou Q, Shi W, Qin M, He X, Chen F. Oral Microbiome Shifts From Caries-Free to Caries-Affected Status in 3-Year-Old Chinese Children: A Longitudinal Study. Front Microbiol 2018; 9:2009. [PMID: 30210479 PMCID: PMC6121080 DOI: 10.3389/fmicb.2018.02009] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Accepted: 08/09/2018] [Indexed: 01/14/2023] Open
Abstract
As one of the most prevalent human infectious diseases, dental caries results from dysbiosis of the oral microbiota driven by multiple factors. However, most of caries studies were cross-sectional and mainly focused on the differences in the oral microbiota between caries-free (CF) and caries-affected (CA) populations, while little is known about the dynamic shift in microbial composition, and particularly the change in species association pattern during disease transition. Here, we reported a longitudinal study of a 12-month follow-up of a cohort of 3-year-old children. Oral examinations and supragingival plaque collections were carried out at the beginning and every subsequent 6 months, for a total of three time points. All the children were CF at enrollment. Children who developed caries at 6-month follow-up but had not received any dental treatment until the end of the study were incorporated into the CA group. Children who remained CF at the end of the study were incorporated into the CF group. Using Illumina Miseq Sequencing of the 16S rRNA gene, we monitored the shift of supragingival microbiome during caries initiation and progression in children who developed caries over the 12-month study period. Intriguingly, principle coordinates analyses revealed two major shifting patterns in microbial structures during caries initiation and progression in CA group, but not in CF group. Dynamic co-occurring OTU network study showed that compared to CF group, there was significant increase in both number and intensity of correlations between microbial taxa, as well as the formation of tight clusters of specific bacteria in CA group. Furthermore, there were enhanced correlations, positive ones between CA-enriched taxa, and negative ones between CF-enriched and CA-enriched species within CA group. Our data suggested coordinated microbial interactions could be essential to caries pathogenesis. Most importantly, our study indicated that significant microbial shifts occur not only during caries development, but even in the sub-clinical state. Using supragingival microbiome profiles, we were able to construct a caries-onset prediction model with a prediction accuracy of 93.1%. Our study indicated that the microbial shifts prior to the onset of caries might potentially be used for the early diagnosis and prediction of caries.
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Affiliation(s)
- He Xu
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, Beijing, China
| | - Jing Tian
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, Beijing, China
| | - Wenjing Hao
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, Beijing, China
| | - Qian Zhang
- Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China
| | - Qiong Zhou
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, Beijing, China
| | - Weihua Shi
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, Beijing, China
| | - Man Qin
- Department of Pediatric Dentistry, Peking University School and Hospital of Stomatology, Beijing, China
| | - Xuesong He
- The Forsyth Institute, Cambridge, MA, United States
| | - Feng Chen
- Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China
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12
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Chen F, Gao L, Meng P. Gene Phenotypes: The Role Can't Be Ignored in Etiology of Dental Caries. EBioMedicine 2018; 27:9-10. [PMID: 29242032 PMCID: PMC5828301 DOI: 10.1016/j.ebiom.2017.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 12/08/2017] [Indexed: 11/09/2022] Open
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13
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Salivary peptidome profiling analysis for occurrence of new carious lesions in patients with severe early childhood caries. PLoS One 2017; 12:e0182712. [PMID: 28809925 PMCID: PMC5557491 DOI: 10.1371/journal.pone.0182712] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 07/24/2017] [Indexed: 11/29/2022] Open
Abstract
This study aimed to identify differences of peptide profiles in stimulated whole saliva among children with and without occurrence of new carious lesions, and to provide a simple way for early diagnosis and prevention of the relapse of severe early childhood caries (s-ECC). Overall, 26 children aged 3–4 years were selected out from all the children in the kindergarten to be involved in the present study, among them 13 were diagnosed as s-ECC and underwent dental treatment, whilst the other 13 were matched by age and sex as control. Stimulated whole saliva samples were collected before treatment, and at 10 days and 4 months after treatment. During follow-up, 7 of the 13 children with s-ECC showed a relapse, and the new carious lesions were then treated. Salivary peptides were detected using the technique of magnetic beads combined with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS). Fifteen peptides showed significant differences in the group without occurrence of new carious lesions (CH group). On comparing the CH group and the other group with occurrence of new carious lesions (CR group), no significant differences were observed before treatment, whereas certain peptides showed significant differences at both 10 days and 4 months after treatment. Two peptides (experimental m/z values: 3162.0 Da and 3290.4 Da) exhibited a consistent tendency in cross-sectional and longitudinal comparisons among these groups; these may be associated with recurrence of s-ECC. Based on our findings, it is concluded that different saliva peptide peaks can be detected in s-ECC using MALDI-TOF MS combined with magnetic beads. Moreover, 2 specific peptides with m/z values 3162.0 Da and 3290.4 Da could be promising salivary protein biomarkers for diagnosis of recurrence of s-ECC.
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14
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Garcia SS, Blackledge MS, Michalek S, Su L, Ptacek T, Eipers P, Morrow C, Lefkowitz EJ, Melander C, Wu H. Targeting of Streptococcus mutans Biofilms by a Novel Small Molecule Prevents Dental Caries and Preserves the Oral Microbiome. J Dent Res 2017; 96:807-814. [PMID: 28571487 DOI: 10.1177/0022034517698096] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Dental caries is a costly and prevalent disease characterized by the demineralization of the tooth's enamel. Disease outcome is influenced by host factors, dietary intake, cariogenic bacteria, and other microbes. The cariogenic bacterial species Streptococcus mutans metabolizes sucrose to initiate biofilm formation on the tooth surface and consequently produces lactic acid to degrade the tooth's enamel. Persistence of S. mutans biofilms in the oral cavity can lead to tooth decay. To date, no anticaries therapies that specifically target S. mutans biofilms but do not disturb the overall oral microbiome are available. We screened a library of 2-aminoimidazole antibiofilm compounds with a biofilm dispersion assay and identified a small molecule that specifically targets S. mutans biofilms. At 5 µM, the small molecule annotated 3F1 dispersed 50% of the established S. mutans biofilm but did not disperse biofilms formed by the commensal species Streptococcus sanguinis or Streptococcus gordonii. 3F1 dispersed S. mutans biofilms independently of biofilm-related factors such as antigen I/II and glucosyltransferases. 3F1 treatment effectively prevented dental caries by controlling S. mutans in a rat caries model without perturbing the oral microbiota. Our study demonstrates that selective targeting of S. mutans biofilms by 3F1 was able to effectively reduce dental caries in vivo without affecting the overall oral microbiota shaped by the intake of dietary sugars, suggesting that the pathogenic biofilm-specific treatment is a viable strategy for disease prevention.
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Affiliation(s)
- S S Garcia
- 1 Department of Pediatric Dentistry, University of Alabama at Birmingham, Birmingham, AL, USA.,2 Department of Microbiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - M S Blackledge
- 3 Department of Chemistry, North Carolina State University, Raleigh, NC, USA
| | - S Michalek
- 2 Department of Microbiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - L Su
- 1 Department of Pediatric Dentistry, University of Alabama at Birmingham, Birmingham, AL, USA
| | - T Ptacek
- 2 Department of Microbiology, University of Alabama at Birmingham, Birmingham, AL, USA.,4 Schools of Dentistry and Medicine, Center for Clinical and Translational Science, University of Alabama at Birmingham, Birmingham, AL, USA
| | - P Eipers
- 5 Department of Cell, Developmental and Integrative Biology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - C Morrow
- 5 Department of Cell, Developmental and Integrative Biology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - E J Lefkowitz
- 5 Department of Cell, Developmental and Integrative Biology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - C Melander
- 3 Department of Chemistry, North Carolina State University, Raleigh, NC, USA
| | - H Wu
- 1 Department of Pediatric Dentistry, University of Alabama at Birmingham, Birmingham, AL, USA
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15
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Jiang X, Shen J, Lou S, Mu Y, Wang N, Han W, Sun X, Li J, Wang L. Comprehensive comparison of bacterial communities in a membrane-free bioelectrochemical system for removing different mononitrophenols from wastewater. BIORESOURCE TECHNOLOGY 2016; 216:645-652. [PMID: 27289055 DOI: 10.1016/j.biortech.2016.06.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2016] [Revised: 05/30/2016] [Accepted: 06/02/2016] [Indexed: 06/06/2023]
Abstract
Membrane-free bioelectrochemical systems (MFBESs) have been developed for the degradation of nitro-aromatic contaminants, but the microbial communities that are involved have not been comprehensively investigated. In this study, the microbial communities were evaluated and compared for treating different structures of nitrophenols (NPs), i.e., o-nitrophenol (ONP), m-nitrophenol (MNP) and p-nitrophenol (PNP), in the MFBES. The results demonstrated that NPs reduction in the MFBES decreased in efficiency in the following order: ONP>MNP>PNP. Illumina MiSeq sequencing results showed that richness and diversity of bacterial species in the anodic and cathodic communities decreased when fed different NPs. Though remarkable differences in community composition were found between anodic and cathodic biofilms in the MFBES, three core genera-Treponema, Desulfovibrio and Geobacter-were dominant in the anodic or cathodic biofilm, regardless of various NPs. Other functional genera in the anodic or cathodic biofilm were selectively enriched in the MFBES treating the three NPs with different structures.
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Affiliation(s)
- Xinbai Jiang
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China
| | - Jinyou Shen
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China.
| | - Shuai Lou
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China; Jiangsu Radiation Environment Protection Consultation Center, Nanjing 210019, Jiangsu Province, China
| | - Yang Mu
- CAS Key Laboratory of Urban Pollutant Conversion, Collaborative Innovation Centre of Suzhou Nano Science and Technology, Department of Chemistry, University of Science and Technology of China, Hefei 230026, Anhui Province, China
| | - Ning Wang
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China
| | - Weiqing Han
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China
| | - Xiuyun Sun
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China
| | - Jiansheng Li
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China
| | - Lianjun Wang
- Jiangsu Key Laboratory of Chemical Pollution Control and Resources Reuse, School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, Jiangsu Province, China
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16
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Liu L, Zhang Q, Lin J, Ma L, Zhou Z, He X, Jia Y, Chen F. Investigating Oral Microbiome Profiles in Children with Cleft Lip and Palate for Prognosis of Alveolar Bone Grafting. PLoS One 2016; 11:e0155683. [PMID: 27191390 PMCID: PMC4871547 DOI: 10.1371/journal.pone.0155683] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Accepted: 05/03/2016] [Indexed: 11/29/2022] Open
Abstract
In this study, we sought to investigate the oral microbiota structure of children with cleft lip and palate (CLP) and explore the pre-operative oral bacterial composition related to the prognosis of alveolar bone grafting. In total, 28 patients (19 boys, 9 girls) with CLP who were scheduled to undergo alveolar bone grafting for the first time were recruited. According to the clinical examination of operative sites at the third month after the operation, the individuals were divided into a non-inflammation group (n = 15) and an inflammation group (n = 13). In all, 56 unstimulated saliva samples were collected before and after the operation. The v3-v4 hypervariable regions of the 16S rRNA gene were sequenced using an Illumina MiSeq sequencing platform. Based on the beta diversity of the operational taxonomic units (OTUs) in the inflammation and non-inflammation samples, the microbial variation in the oral cavity differed significantly between the two groups before and after the operation (P < 0.05). Analysis of the relative abundances of pre-operative OTUs revealed 26 OTUs with a relative abundance higher than 0.01%, reflecting a significant difference of the relative abundance between groups (P < 0.05). According to a principal component analysis of the pre-operative samples, the inflammation-related OTUs included Tannerella sp., Porphyromonas sp., Gemella sp., Moraxella sp., Prevotella nigrescens, and Prevotella intermedia, most of which were enriched in the inflammation group and showed a significant positive correlation. A cross-validated random forest model based on the 26 different OTUs before the operation was able to fit the post-operative status of grafted sites and yielded a good classification result. The sensitivity and specificity of this classified model were 76.9% and 86.7%, respectively. These findings show that the oral microbiota profile before alveolar bone grafting may be related to the risk of post-operative inflammation at grafted sites.
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Affiliation(s)
- Luwei Liu
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, P.R. China
| | - Qian Zhang
- Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, P.R. China
| | - Jiuxiang Lin
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, P.R. China
| | - Lian Ma
- Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, P.R. China
| | - Zhibo Zhou
- Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, P.R. China
| | - Xuesong He
- School of Dentistry, University of California Los Angeles, Los Angeles, United States of America
| | - Yilin Jia
- Department of Orthodontics, Peking University School and Hospital of Stomatology, Beijing, P.R. China
- * E-mail: (YJ); (FC)
| | - Feng Chen
- Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, P.R. China
- * E-mail: (YJ); (FC)
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