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Sandhu S, Sharma V, Kumar S, Rai N, Chand P. Quantifying variations associated with dental caries reveals disparity in effect allele frequencies across diverse populations. BMC Genom Data 2024; 25:50. [PMID: 38831280 PMCID: PMC11149341 DOI: 10.1186/s12863-024-01215-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 03/03/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND Dental caries (DC) is a multifaceted oral condition influenced by genetic and environmental factors. Recent advancements in genotyping and sequencing technologies, such as Genome-Wide Association Studies (GWAS) have helped researchers to identify numerous genetic variants associated with DC, but their prevalence and significance across diverse global populations remain poorly understood as most of the studies were conducted in European populations, and very few were conducted in Asians specifically in Indians. AIM This study aimed to evaluate the genetic affinity of effect alleles associated with DC to understand the genetic relationship between global populations with respect to the Indian context. METHODOLOGY This present study used an empirical approach in which variants associated with DC susceptibility were selected. These variants were identified and annotated using the GWAS summary. The genetic affinity was evaluated using Fst. RESULTS The effect of allele frequencies among different populations was examined, revealing variations in allele distribution. African populations exhibited higher frequencies of specific risk alleles, whereas East Asian and European populations displayed distinct profiles. South Asian populations showed a unique genetic cluster. CONCLUSION Our study emphasises the complex genetic landscape of DC and highlights the need for population-specific research as well as validation of GWAS-identified markers in Indians before defining them as established candidate genes.
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Affiliation(s)
- Sangram Sandhu
- Ancient DNA Lab, Birbal Sahni Institute of Palaeosciences, 226607, Lucknow, Uttar Pradesh, India
- Department of Prosthodontics, Faculty of Dental Sciences, King George's Medical University, 226003, Lucknow, India
| | - Varun Sharma
- NMC Genetics India Pvt Ltd, 122002, Gurugram, Haryana, India
| | - Sachin Kumar
- Ancient DNA Lab, Birbal Sahni Institute of Palaeosciences, 226607, Lucknow, Uttar Pradesh, India
- Academy of Scientific and Innovative Research (AcSIR), 201002, Ghaziabad, India
| | - Niraj Rai
- Ancient DNA Lab, Birbal Sahni Institute of Palaeosciences, 226607, Lucknow, Uttar Pradesh, India.
- Academy of Scientific and Innovative Research (AcSIR), 201002, Ghaziabad, India.
| | - Pooran Chand
- Department of Prosthodontics, Faculty of Dental Sciences, King George's Medical University, 226003, Lucknow, India.
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Shrestha P, Graff M, Gu Y, Wang Y, Avery CL, Ginnis J, Simancas-Pallares MA, Ferreira Zandoná AG, Ahn HS, Nguyen KN, Lin DY, Preisser JS, Slade GD, Marazita ML, North KE, Divaris K. Multi-ancestry Genome-Wide Association Study of Early Childhood Caries. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.12.24303742. [PMID: 38562815 PMCID: PMC10984042 DOI: 10.1101/2024.03.12.24303742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Early childhood caries (ECC) is the most common non-communicable childhood disease. It is an important health problem with known environmental and social/behavioral influences that lacks evidence for specific associated genetic risk loci. To address this knowledge gap, we conducted a genome-wide association study of ECC in a multi-ancestry population of U.S. preschool-age children (n=6,103) participating in a community-based epidemiologic study of early childhood oral health. Calibrated examiners used ICDAS criteria to measure ECC with the primary trait using the dmfs index with decay classified as macroscopic enamel loss (ICDAS ≥3). We estimated heritability, concordance rates, and conducted genome-wide association analyses to estimate overall genetic effects; the effects stratified by sex, household water fluoride, and dietary sugar; and leveraged the combined gene/gene-environment effects using the 2-degree-of-freedom (2df) joint test. The common genetic variants explained 24% of the phenotypic variance (heritability) of the primary ECC trait and the concordance rate was higher with a higher degree of relatedness. We identified 21 novel non-overlapping genome-wide significant loci for ECC. Two loci, namely RP11-856F16 . 2 (rs74606067) and SLC41A3 (rs71327750) showed evidence of association with dental caries in external cohorts, namely the GLIDE consortium adult cohort (n=∼487,000) and the GLIDE pediatric cohort (n=19,000), respectively. The gene-based tests identified TAAR6 as a genome-wide significant gene. Implicated genes have relevant biological functions including roles in tooth development and taste. These novel associations expand the genomics knowledge base for this common childhood disease and underscore the importance of accounting for sex and pertinent environmental exposures in genetic investigations of oral health.
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Sheng N, Mårell L, Sitaram RT, Svensäter G, Westerlund A, Strömberg N. Human PRH1, PRH2 susceptibility and resistance and Streptococcus mutans virulence phenotypes specify different microbial profiles in caries. EBioMedicine 2024; 101:105001. [PMID: 38364699 PMCID: PMC10878843 DOI: 10.1016/j.ebiom.2024.105001] [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: 07/01/2023] [Revised: 01/17/2024] [Accepted: 01/23/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Lifestyle- and sucrose-dependent polymicrobial ecological shifts are a primary cause of caries in populations with high caries prevalence. In populations with low prevalence, PRH1, PRH2 susceptibility and resistance phenotypes may interact with the Streptococcus mutans adhesin cariogenicity phenotype to affect caries progression, but studies are lacking on how these factors affect the microbial profile of caries. METHODS We analysed how the residency and infection profiles of S. mutans adhesin (SpaP A/B/C and Cnm/Cbm) phenotypes and commensal streptococci and lactobacilli influenced caries progression in a prospective case-referent sample of 452 Swedish adolescents with high (P4a), moderate (P6), and low (P1) caries PRH1, PRH2 phenotypes. Isolates of S. mutans from participants were analysed for adhesin expression and glycosylation and in vitro and in situ mechanisms related to caries activity. FINDINGS Among adolescents with the resistant (P1) phenotype, infection with S. mutans high-virulence phenotypes was required for caries progression. In contrast, with highly (P4a) or moderately (P6) susceptible phenotypes, caries developed from a broader polymicrobial flora that included moderately cariogenic oral commensal streptococci and lactobacilli and S. mutans phenotypes. High virulence involved unstable residency and fluctuating SpaP ABC, B-1, or Cnm expression/glycosylation phenotypes, whereas low/moderate virulence involved SpaP A phenotypes with stable residency. Adhesin phenotypes did not display changes in individual host residency but were paired within individuals and geographic regions. INTERPRETATION These results suggest that receptor PRH1, PRH2 susceptibility and resistance and S. mutans adhesin virulence phenotypes specify different microbial profiles in caries. FUNDING Swedish Research Council and funding bodies listed in the acknowledgement section.
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Affiliation(s)
- Nongfei Sheng
- Department of Odontology/Cariology, Umeå University, 901 87, Umeå, Sweden
| | - Lena Mårell
- Department of Odontology/Cariology, Umeå University, 901 87, Umeå, Sweden
| | | | | | - Anna Westerlund
- Department of Orthodontics, Sahlgrenska Academy, University of Gothenburg, 413 90, Göteborg, Sweden
| | - Nicklas Strömberg
- Department of Odontology/Cariology, Umeå University, 901 87, Umeå, Sweden.
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Blostein F, Zou T, Bhaumik D, Salzman E, Bakulski K, Shaffer J, Marazita M, Foxman B. Bacterial Community Modifies Host Genetics Effect on Early Childhood Caries. J Dent Res 2023; 102:1098-1105. [PMID: 37395259 PMCID: PMC10552462 DOI: 10.1177/00220345231175356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2023] Open
Abstract
By age 5, approximately one-fifth of children have early childhood caries (ECC). Both the oral microbiome and host genetics are thought to influence susceptibility. Whether the oral microbiome modifies genetic susceptibility to ECC has not been tested. We test whether the salivary bacteriome modifies the association of a polygenic score (PGS, a score derived from genomic data that summarizes genetic susceptibility to disease) for primary tooth decay on ECC in the Center for Oral Health Research in Appalachia 2 longitudinal birth cohort. Children were genotyped using the Illumina Multi-Ethnic Genotyping Array and underwent annual dental examinations. We constructed a PGS for primary tooth decay using weights from an independent, genome-wide association meta-analysis. Using Poisson regression, we tested for associations between the PGS (high versus low) and ECC incidence, adjusting for demographic characteristics (n = 783). An incidence-density sampled subset of the cohort (n = 138) had salivary bacteriome data at 24 mo of age. We tested for effect modification of the PGS on ECC case status by salivary bacterial community state type (CST). By 60 mo, 20.69% of children had ECC. High PGS was not associated with an increased rate of ECC (incidence rate ratio, 1.09; 95% confidence interval [CI], 0.83-1.42). However, having a cariogenic salivary bacterial CST at 24 mo was associated with ECC (odds ratio [OR], 7.48; 95% CI, 3.06-18.26), which was robust to PGS adjustment. An interaction existed between the salivary bacterial CST and the PGS on the multiplicative scale (P = 0.04). The PGS was associated with ECC (OR, 4.83; 95% CI, 1.29-18.17) only among individuals with a noncariogenic salivary bacterial CST (n = 70). Genetic causes of caries may be harder to detect when not accounting for cariogenic oral microbiomes. As certain salivary bacterial CSTs increased ECC risk across genetic risk strata, preventing colonization of cariogenic microbiomes would be universally beneficial.
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Affiliation(s)
- F. Blostein
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - T. Zou
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - D. Bhaumik
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - E. Salzman
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - K.M. Bakulski
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - J.R. Shaffer
- Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - M.L. Marazita
- Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
- Clinical and Translational Sciences Institute, and Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - B. Foxman
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, MI, USA
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Zou T, Neiswanger K, Feingold E, Foxman B, McNeil DW, Marazita ML, Shaffer JR. Potential risk factors and genetic variants associated with dental caries incidence in Appalachia using genome-wide survival analysis. INTERNATIONAL JOURNAL OF MOLECULAR EPIDEMIOLOGY AND GENETICS 2023; 14:19-33. [PMID: 37736056 PMCID: PMC10509536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 07/06/2023] [Indexed: 09/23/2023]
Abstract
OBJECTIVE The aim of this study was to identify the potential risk factors and genetic variants associated with dental caries incidence using survival analysis. METHODS The Center for Oral Health Research in Appalachia recruited and prospectively followed pregnant women and their children. A total of 909 children followed from birth for up to 7 years were included in this study. Annual intra-oral examinations were performed to assess dental caries experience including the approximate time to first caries incidence in the primary dentition. Cox proportional hazards models were used to assess the associations of time to first caries incidence with self-reported risk factors and 4.9 million genetic variants ascertained using a genome-wide genotyping array. RESULTS A total of 196 of 909 children (21.56%) had their first primary tooth caries event during follow-up. Household income, home water source, and mother's educational attainment were significantly associated with time to first caries incidence in the stepwise Cox model. The heritability (i.e., proportion of variance explained by genetics) of time to first caries was 0.54. Though no specific genetic variants were associated at the genome-wide significance level (P < 5E-8), we identified 14 loci at the suggestive significance level (5E-8 < P < 1E-5), some of which were located within or near genes with plausible biological functions in dental caries. CONCLUSION Our findings indicate that household income, home water source, and mother's educational attainment are independent risk factors for dental caries incidence. We nominate several suggestive loci for further investigation.
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Affiliation(s)
- Tianyu Zou
- Department of Human Genetics, School of Public Health, University of PittsburghPittsburgh, PA, USA
| | - Katherine Neiswanger
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of PittsburghPittsburgh, PA, USA
| | - Eleanor Feingold
- Department of Human Genetics, School of Public Health, University of PittsburghPittsburgh, PA, USA
- Department of Biostatistics, School of Public Health, University of PittsburghPittsburgh, PA, USA
| | - Betsy Foxman
- Center for Molecular and Clinical Epidemiology of Infectious Diseases, Department of Epidemiology, University of Michigan School of Public HealthAnn Arbor, MI, USA
| | - Daniel W McNeil
- Department of Community Dentistry and Behavioral Science, College of Dentistry, University of FloridaGainesville, FL, USA
| | - Mary L Marazita
- Department of Human Genetics, School of Public Health, University of PittsburghPittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of PittsburghPittsburgh, PA, USA
- Clinical and Translational Sciences, School of Medicine, University of PittsburghPittsburgh, PA, USA
| | - John R Shaffer
- Department of Human Genetics, School of Public Health, University of PittsburghPittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of PittsburghPittsburgh, PA, USA
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van Meijeren-van Lunteren AW, Liu X, Veenman FCH, Grgic O, Dhamo B, van der Tas JT, Prijatelj V, Roshchupkin GV, Rivadeneira F, Wolvius EB, Kragt L. Oral and craniofacial research in the Generation R study: an executive summary. Clin Oral Investig 2023:10.1007/s00784-023-05076-1. [PMID: 37301790 DOI: 10.1007/s00784-023-05076-1] [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: 03/09/2022] [Accepted: 05/04/2023] [Indexed: 06/12/2023]
Abstract
OBJECTIVES Oral conditions are of high prevalence and chronic character within the general population. Identifying the risk factors and determinants of oral disease is important, not only to reduce the burden of oral diseases, but also to improve (equal access to) oral health care systems, and to develop effective oral health promotion programs. Longitudinal population-based (birth-)cohort studies are very suitable to study risk factors on common oral diseases and have the potential to emphasize the importance of a healthy start for oral health. In this paper, we provide an overview of the comprehensive oral and craniofacial dataset that has been collected in the Generation R study: a population-based prospective birth cohort in the Netherlands that was designed to identify causes of health from fetal life until adulthood. METHODS Within the multidisciplinary context of the Generation R study, oral and craniofacial data has been collected from the age of 3 years onwards, and continued at the age of six, nine, and thirteen. Data collection is continuing in 17-year-old participants. RESEARCH OUTCOMES In total, the cohort population comprised 9749 children at birth, and 7405 eligible participants at the age of seventeen. Based on questionnaires, the dataset contains information on oral hygiene, dental visits, oral habits, oral health-related quality of life, orthodontic treatment, and obstructive sleep apnea. Based on direct measurements, the dataset contains information on dental caries, developmental defects of enamel, objective orthodontic treatment need, dental development, craniofacial characteristics, mandibular cortical thickness, and 3D facial measurements. CONCLUSIONS Several research lines have been set up using the oral and craniofacial data linked with the extensive data collection that exists within the Generation R study. CLINICAL RELEVANCE Being embedded in a multidisciplinary and longitudinal birth cohort study allows researchers to study several determinants of oral and craniofacial health, and to provide answers and insight into unknown etiologies and oral health problems in the general population.
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Affiliation(s)
- Agatha W van Meijeren-van Lunteren
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Xianjing Liu
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Francien C H Veenman
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Olja Grgic
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Brunilda Dhamo
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Justin T van der Tas
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Vid Prijatelj
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Gennady V Roshchupkin
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- Department of Epidemiology, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Fernando Rivadeneira
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Eppo B Wolvius
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Lea Kragt
- Department of Oral & Maxillofacial Surgery, Special Dental Care and Orthodontics, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands.
- The Generation R Study Group, Erasmus University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, the Netherlands.
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7
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Blostein F, Zou T, Bhaumik D, Salzman E, Bakulski KM, Shaffer JR, Marazita ML, Foxman B. Bacterial community modifies host genetics effect on early childhood caries. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.01.11.23284235. [PMID: 37090669 PMCID: PMC10120800 DOI: 10.1101/2023.01.11.23284235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
Background By age five approximately one-fifth of children have early childhood caries (ECC). Both the oral microbiome and host genetics are thought to influence susceptibility. Whether the oral microbiome modifies genetic susceptibility to ECC has not been tested. We test whether the salivary bacteriome modifies the association of a polygenic score (PGS, a score derived from genomic data that summarizes genetic susceptibility to disease) for primary tooth decay on ECC in the Center for Oral Health Research in Appalachia 2 longitudinal birth cohort. Methods Children were genotyped using the Illumina Multi-Ethnic Genotyping Array and underwent annual dental examinations. We constructed a PGS for primary tooth decay using weights from an independent, genome-wide association meta-analysis. Using Poisson regression, we tested for associations between the PGS (high versus low) and ECC incidence, adjusting for demographic characteristics (n=783). An incidence-density sampled subset of the cohort (n=138) had salivary bacteriome data at 24- months of age. We tested for effect modification of the PGS on ECC case status by salivary bacterial community state type (CST). Results By 60-months, 20.69% of children had ECC. High PGS was not associated with an increased rate of ECC (incidence-rate ratio:1.09 (95% confidence interval (CI): 0.83, 1.42)). However, having a cariogenic salivary bacterial CST at 24-months was associated with ECC (odds ratio (OR): 7.48 (95%CI: 3.06, 18.26)), which was robust to PGS adjustment. An interaction existed between the salivary bacterial CST and the PGS on the multiplicative scale (P= 0.04). The PGS was associated with ECC (OR: 4.83 (95% CI: 1.29, 18.17)) only among individuals with a noncariogenic salivary bacterial CST (n=70). Conclusions Genetic causes of caries may be harder to detect when not accounting for cariogenic oral microbiomes. As certain salivary bacterial CSTs increased ECC-risk across genetic-risk strata, preventing colonization of cariogenic microbiomes would be universally beneficial.
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Affiliation(s)
- Freida Blostein
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Tianyu Zou
- Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Deesha Bhaumik
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Elizabeth Salzman
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Kelly M Bakulski
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - John R Shaffer
- Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Mary L Marazita
- Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Clinical and Translational Sciences Institute, and Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Betsy Foxman
- Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
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Chisini LA, Varella de Carvalho R, Dos Santos Costa F, Salvi LC, Demarco FF, Britto Correa M. Genes and single nucleotide polymorphisms in the pathway of saliva and dental caries: a systematic review and meta-analysis. BIOFOULING 2023; 39:8-23. [PMID: 36644905 DOI: 10.1080/08927014.2022.2162891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 12/01/2022] [Accepted: 12/21/2022] [Indexed: 06/17/2023]
Abstract
The aim of this systematic review and meta-analysis was to investigate the influence of single nucleotide polymorphisms (SNPs), related to genes in salivary composition and flow, on dental caries experience. Sixteen studies were included in the systematic review and ten in the meta-analysis. Forty-four SNPS, covering four genes (CA6, AQP2, AQP5, and MUC5B) were identified. Most of the SNPs were not associated with caries in meta-analysis. Homozygous TT genotype of the SNP CA6 rs17032907(C/T) was associated with caries [OR = 3.23(1.39-7.49)]. The pool effect of the SNPs assessed in AQP5 was associated with a reduction in the likelihood of caries [OR = 0.75(0.59-0.95)]. Considering all SNPs of salivary composition and flow, the effect allele was associated with a 75% increase in the likelihood of caries [OR = 1.75(1.06-2.89)] in the homozygous genotype. The present findings showed that the genes in salivary composition and flow can play an important role in dental caries experience.
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Affiliation(s)
- Luiz Alexandre Chisini
- Graduate Program in Dentistry, Federal University of Juiz de Fora, Governador Valadares, Minas Gerais, Brazil
| | - Rodrigo Varella de Carvalho
- Graduate Program in Dentistry, Federal University of Juiz de Fora, Governador Valadares, Minas Gerais, Brazil
| | | | - Luana Carla Salvi
- Graduate Program in Biology, University of Vale do Taquari, Rio Grande do Sul, Brazil
| | - Flávio Fernando Demarco
- Graduate Program in Dentistry, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Marcos Britto Correa
- Graduate Program in Dentistry, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
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9
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Orlova E, Dudding T, Chernus JM, Alotaibi RN, Haworth S, Crout RJ, Lee MK, Mukhopadhyay N, Feingold E, Levy SM, McNeil DW, Foxman B, Weyant RJ, Timpson NJ, Marazita ML, Shaffer JR. Association of Early Childhood Caries with Bitter Taste Receptors: A Meta-Analysis of Genome-Wide Association Studies and Transcriptome-Wide Association Study. Genes (Basel) 2022; 14:59. [PMID: 36672800 PMCID: PMC9858612 DOI: 10.3390/genes14010059] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 12/14/2022] [Accepted: 12/17/2022] [Indexed: 12/28/2022] Open
Abstract
Although genetics affects early childhood caries (ECC) risk, few studies have focused on finding its specific genetic determinants. Here, we performed genome-wide association studies (GWAS) in five cohorts of children (aged up to 5 years, total N = 2974, cohorts: Center for Oral Health Research in Appalachia cohorts one and two [COHRA1, COHRA2], Iowa Fluoride Study, Iowa Head Start, Avon Longitudinal Study of Parents and Children [ALSPAC]) aiming to identify genes with potential roles in ECC biology. We meta-analyzed the GWASs testing ~3.9 million genetic variants and found suggestive evidence for association at genetic regions previously associated with caries in primary and permanent dentition, including the β-defensin anti-microbial proteins. We then integrated the meta-analysis results with gene expression data in a transcriptome-wide association study (TWAS). This approach identified four genes whose genetically predicted expression was associated with ECC (p-values < 3.09 × 10−6; CDH17, TAS2R43, SMIM10L1, TAS2R14). Some of the strongest associations were with genes encoding members of the bitter taste receptor family (TAS2R); other members of this family have previously been associated with caries. Of note, we identified the receptor encoded by TAS2R14, which stimulates innate immunity and anti-microbial defense in response to molecules released by the cariogenic bacteria, Streptococcus mutans and Staphylococcus aureus. These findings provide insight into ECC genetic architecture, underscore the importance of host-microbial interaction in caries risk, and identify novel risk genes.
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Affiliation(s)
- Ekaterina Orlova
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Tom Dudding
- Bristol Dental School, University of Bristol, Bristol BS1 2LY, UK
- Medical Research Council Integrative Epidemiology Unit, Department of Population Health Sciences, University of Bristol, Bristol BS8 1QU, UK
| | - Jonathan M. Chernus
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Rasha N. Alotaibi
- Dental Health Department, College of Applied Medical Sciences, King Saud University, Riyadh 12372, Saudi Arabia
| | - Simon Haworth
- Bristol Dental School, University of Bristol, Bristol BS1 2LY, UK
- Medical Research Council Integrative Epidemiology Unit, Department of Population Health Sciences, University of Bristol, Bristol BS8 1QU, UK
| | - Richard J. Crout
- Department of Periodontics, School of Dentistry, West Virginia University, Morgantown, WV 26505, USA
| | - Myoung Keun Lee
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Nandita Mukhopadhyay
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Eleanor Feingold
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA 15260, USA
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Steven M. Levy
- Department of Preventive & Community Dentistry, University of Iowa College of Dentistry, Iowa City, IA 52242, USA
| | - Daniel W. McNeil
- Department of Psychology & Department of Dental Public Health and Professional Practice, West Virginia University, Morgantown, WV 26505, USA
| | - Betsy Foxman
- Center for Molecular and Clinical Epidemiology of Infectious Diseases, Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
| | - Robert J. Weyant
- Dental Public Health, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Nicholas J. Timpson
- Medical Research Council Integrative Epidemiology Unit, Department of Population Health Sciences, University of Bristol, Bristol BS8 1QU, UK
- Avon Longitudinal Study of Parents and Children, University of Bristol, Bristol BS8 1QU, UK
| | - Mary L. Marazita
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA 15260, USA
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - John R. Shaffer
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA 15260, USA
- Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, PA 15261, USA
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10
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Winchester EW, Hardy A, Cotney J. Integration of multimodal data in the developing tooth reveals candidate regulatory loci driving human odontogenic phenotypes. FRONTIERS IN DENTAL MEDICINE 2022; 3:1009264. [PMID: 37034481 PMCID: PMC10078798 DOI: 10.3389/fdmed.2022.1009264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Human odontogenic aberrations such as abnormal tooth number and delayed tooth eruption can occur as a symptom of rare syndromes or, more commonly, as nonsyndromic phenotypes. These phenotypes can require extensive and expensive dental treatment, posing a significant burden. While many dental phenotypes are heritable, most nonsyndromic cases have not been linked to causal genes. We demonstrate the novel finding that common sequence variants associated with human odontogenic phenotypes are enriched in developmental craniofacial enhancers conserved between human and mouse. However, the bulk nature of these samples obscures if this finding is due to the tooth itself or the surrounding tissues. We therefore sought to identify enhancers specifically active in the tooth anlagen and quantify their contribution to the observed genetic enrichments. We systematically identified 22,001 conserved enhancers active in E13.5 mouse incisors using ChIP-seq and machine learning pipelines and demonstrated biologically relevant enrichments in putative target genes, transcription factor binding motifs, and in vivo activity. Multi-tissue comparisons of human and mouse enhancers revealed that these putative tooth enhancers had the strongest enrichment of odontogenic phenotype-associated variants, suggesting a role for dysregulation of tooth developmental enhancers in human dental phenotypes. The large number of these regions genome-wide necessitated prioritization of enhancer loci for future investigations. As enhancers modulate gene expression, we prioritized regions based on enhancers' putative target genes. We predicted these target genes and prioritized loci by integrating chromatin state, bulk gene expression and coexpression, GWAS variants, and cell type resolved gene expression to generate a prioritized list of putative odontogenic phenotype-driving loci active in the developing tooth. These genomic regions are of particular interest for downstream experiments determining the role of specific dental enhancer:gene pairs in odontogenesis.
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Affiliation(s)
| | - Alexis Hardy
- Master of Genetics Program, Paris Diderot University,
Paris, France
| | - Justin Cotney
- Department of Genetics and Genome Sciences, University of
Connecticut School of Medicine, Farmington, CT, United States
- Institute for Systems Genomics, University of Connecticut,
Storrs, CT, United States
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11
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Divaris K, Haworth S, Shaffer J, Anttonen V, Beck J, Furuichi Y, Holtfreter B, Jönsson D, Kocher T, Levy S, Magnusson P, McNeil D, Michaëlsson K, North K, Palotie U, Papapanou P, Pussinen P, Porteous D, Reis K, Salminen A, Schaefer A, Sudo T, Sun Y, Suominen A, Tamahara T, Weinberg S, Lundberg P, Marazita M, Johansson I. Phenotype Harmonization in the GLIDE2 Oral Health Genomics Consortium. J Dent Res 2022; 101:1408-1416. [PMID: 36000800 PMCID: PMC9516613 DOI: 10.1177/00220345221109775] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Genetic risk factors play important roles in the etiology of oral, dental, and craniofacial diseases. Identifying the relevant risk loci and understanding their molecular biology could highlight new prevention and management avenues. Our current understanding of oral health genomics suggests that dental caries and periodontitis are polygenic diseases, and very large sample sizes and informative phenotypic measures are required to discover signals and adequately map associations across the human genome. In this article, we introduce the second wave of the Gene-Lifestyle Interactions and Dental Endpoints consortium (GLIDE2) and discuss relevant data analytics challenges, opportunities, and applications. In this phase, the consortium comprises a diverse, multiethnic sample of over 700,000 participants from 21 studies contributing clinical data on dental caries experience and periodontitis. We outline the methodological challenges of combining data from heterogeneous populations, as well as the data reduction problem in resolving detailed clinical examination records into tractable phenotypes, and describe a strategy that addresses this. Specifically, we propose a 3-tiered phenotyping approach aimed at leveraging both the large sample size in the consortium and the detailed clinical information available in some studies, wherein binary, severity-encompassing, and "precision," data-driven clinical traits are employed. As an illustration of the use of data-driven traits across multiple cohorts, we present an application of dental caries experience data harmonization in 8 participating studies (N = 55,143) using previously developed permanent dentition tooth surface-level dental caries pattern traits. We demonstrate that these clinical patterns are transferable across multiple cohorts, have similar relative contributions within each study, and thus are prime targets for genetic interrogation in the expanded and diverse multiethnic sample of GLIDE2. We anticipate that results from GLIDE2 will decisively advance the knowledge base of mechanisms at play in oral, dental, and craniofacial health and disease and further catalyze international collaboration and data and resource sharing in genomics research.
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Affiliation(s)
- K. Divaris
- Division of Pediatric and Public
Health, Adams School of Dentistry, University of North Carolina at Chapel Hill,
Chapel Hill, NC, USA
- Department of Epidemiology, Gillings
School of Global Public Health, University of North Carolina at Chapel Hill, Chapel
Hill, NC, USA
| | - S. Haworth
- Medical Research Council Integrative
Epidemiology United, Department of Population Health Sciences, Bristol Medical
School, University of Bristol, Bristol, UK
- Bristol Dental School, University of
Bristol, Bristol, UK
| | - J.R. Shaffer
- Department of Human Genetics, Graduate
School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental
Genetics, Department of Oral and Craniofacial Sciences, School of Dental Medicine,
University of Pittsburgh, Pittsburgh, PA, USA
| | - V. Anttonen
- Research Unit of Oral Health Sciences,
Faculty of Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu
University Hospital and University of Oulu, Oulu, Finland
| | - J.D. Beck
- Division of Comprehensive Oral
Health–Periodontology, Adams School of Dentistry, University of North Carolina at
Chapel Hill, Chapel Hill, NC, USA
| | - Y. Furuichi
- Division of Endodontology and
Periodontology, Department of Oral Rehabilitation, Graduate School of Dentistry,
Health Sciences University of Hokkaido, Hokkaido, Japan
| | - B. Holtfreter
- Department of Restorative Dentistry,
Periodontology, Endodontology, and Preventive and Pediatric Dentistry, University
Medicine Greifswald, Greifswald, Germany
| | - D. Jönsson
- Public Dental Service of Skåne, Lund,
Sweden
- Hypertension and Cardiovascular
Disease, Department of Clinical Sciences in Malmö, Lund University, Malmö,
Sweden
- Faculty of Odontology, Malmö
University, Malmö, Sweden
| | - T. Kocher
- Department of Restorative Dentistry,
Periodontology, Endodontology, and Preventive and Pediatric Dentistry, University
Medicine Greifswald, Greifswald, Germany
| | - S.M. Levy
- Department of Preventive and
Community Dentistry, College of Dentistry, University of Iowa, Iowa City, IA,
USA
| | - P.K.E. Magnusson
- Department of Medical Epidemiology
and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - D.W. McNeil
- Center for Oral Health Research in
Appalachia, Appalachia, NY, USA
- Department of Psychology, West
Virginia University, Morgantown, WV, USA
- Department of Dental Public Health
& Professional Practice, West Virginia University, Morgantown, WV, USA
| | - K. Michaëlsson
- Department of Surgical Sciences, Unit
of Medical Epidemiology, Uppsala University, Uppsala, Sweden
| | - K.E. North
- Department of Epidemiology, Gillings
School of Global Public Health, University of North Carolina at Chapel Hill, Chapel
Hill, NC, USA
- Carolina Population Center,
University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - U. Palotie
- Oral and Maxillofacial Diseases,
University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - P.N. Papapanou
- Division of Periodontics, Section of
Oral, Diagnostic and Rehabilitation Sciences, Columbia University, College of Dental
Medicine, New York, NY, USA
| | - P.J. Pussinen
- Oral and Maxillofacial Diseases,
University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Institute of Dentistry, School on
Medicine, University of Eastern Finland, Kuopio, Finland
| | - D. Porteous
- Centre for Genomic and Experimental
Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh,
UK
| | - K. Reis
- Institute of Genomics, University of
Tartu, Tartu, Estonia
| | - A. Salminen
- Oral and Maxillofacial Diseases,
University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - A.S. Schaefer
- Department of Periodontology, Oral
Medicine and Oral Surgery, Institute for Dental and Craniofacial Sciences,
Charité–Universitätsmedizin Berlin, Berlin, Germany
| | - T. Sudo
- Institute of Education, Tokyo Medical
and Dental University, Tokyo, Japan
| | - Y.Q. Sun
- Center for Oral Health Services and
Research Mid-Norway (TkMidt), Trondheim, Norway
- Department of Clinical and Molecular
Medicine, NTNU, Norwegian University of Science and Technology, Trondheim,
Norway
| | - A.L. Suominen
- Institute of Dentistry, School on
Medicine, University of Eastern Finland, Kuopio, Finland
- Institute of Dentistry, School on
Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Oral and Maxillofacial
Diseases, Kuopio University Hospital, Kuopio, Finland
- Public Health Evaluation and
Projection Unit, Finnish Institute for Health and Welfare (THL), Helsinki,
Finland
| | - T. Tamahara
- Department of Community Medical
Supports, Tohoku Medical Megabank Organization, Tohoku University, Sendai,
Japan
| | - S.M. Weinberg
- Department of Human Genetics, Graduate
School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental
Genetics, Department of Oral and Craniofacial Sciences, School of Dental Medicine,
University of Pittsburgh, Pittsburgh, PA, USA
| | - P. Lundberg
- Department of Odontology, Section of
Molecular Periodontology, Umeå University, Umeå, Sweden
| | - M.L. Marazita
- Department of Human Genetics, Graduate
School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental
Genetics, Department of Oral and Craniofacial Sciences, School of Dental Medicine,
University of Pittsburgh, Pittsburgh, PA, USA
| | - I. Johansson
- Department of Odontology, Section of
Cariology, Umeå University, Umeå, Sweden
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12
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Moussa DG, Ahmad P, Mansour TA, Siqueira WL. Current State and Challenges of the Global Outcomes of Dental Caries Research in the Meta-Omics Era. Front Cell Infect Microbiol 2022; 12:887907. [PMID: 35782115 PMCID: PMC9247192 DOI: 10.3389/fcimb.2022.887907] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/04/2022] [Indexed: 12/20/2022] Open
Abstract
Despite significant healthcare advances in the 21st century, the exact etiology of dental caries remains unsolved. The past two decades have witnessed a tremendous growth in our understanding of dental caries amid the advent of revolutionary omics technologies. Accordingly, a consensus has been reached that dental caries is a community-scale metabolic disorder, and its etiology is beyond a single causative organism. This conclusion was based on a variety of microbiome studies following the flow of information along the central dogma of biology from genomic data to the end products of metabolism. These studies were facilitated by the unprecedented growth of the next- generation sequencing tools and omics techniques, such as metagenomics and metatranscriptomics, to estimate the community composition of oral microbiome and its functional potential. Furthermore, the rapidly evolving proteomics and metabolomics platforms, including nuclear magnetic resonance spectroscopy and/or mass spectrometry coupled with chromatography, have enabled precise quantification of the translational outcomes. Although the majority supports 'conserved functional changes' as indicators of dysbiosis, it remains unclear how caries dynamics impact the microbiota functions and vice versa, over the course of disease onset and progression. What compounds the situation is the host-microbiota crosstalk. Genome-wide association studies have been undertaken to elucidate the interaction of host genetic variation with the microbiome. However, these studies are challenged by the complex interaction of host genetics and environmental factors. All these complementary approaches need to be orchestrated to capture the key players in this multifactorial disease. Herein, we critically review the milestones in caries research focusing on the state-of-art singular and integrative omics studies, supplemented with a bibliographic network analysis to address the oral microbiome, the host factors, and their interactions. Additionally, we highlight gaps in the dental literature and shed light on critical future research questions and study designs that could unravel the complexities of dental caries, the most globally widespread disease.
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Affiliation(s)
- Dina G. Moussa
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada
| | - Paras Ahmad
- College of Dentistry, University of Saskatchewan, Saskatoon, SK, Canada
| | - Tamer A. Mansour
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, United States
- Department of Clinical Pathology, School of Medicine, Mansoura University, Mansoura, Egypt
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13
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Chavez-Granados PA, Manisekaran R, Acosta-Torres LS, Garcia-Contreras R. CRISPR/Cas gene-editing technology and its advances in dentistry. Biochimie 2021; 194:96-107. [PMID: 34974144 DOI: 10.1016/j.biochi.2021.12.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 12/14/2021] [Accepted: 12/27/2021] [Indexed: 12/25/2022]
Abstract
A recent discovery of revolutionary Clustered regularly interspaced palindromic repeats (CRISPR) is a gene-editing tool that provides a type of adaptive immunity in prokaryotic organisms, which is currently used as a revolutionizing tool in biomedical research. It has a mechanism of correcting genome errors, turning on/off genes in cells and organisms. Most importantly playing a crucial function in bacterial defence by identifying and destroying Deoxyribonucleic acid (DNA) segments during bacteriophage invasions since the CRISPR-associated protein 9 (Cas9) enzyme recognizes and cleaves invasive DNA sequences complementary to CRISPR. Therefore, researchers employ this biological device to manipulate the genes to develop new therapies to combat systemic diseases. Currently, the most significant advance at the laboratory level is the generation of cell and animal models, functional genomic screens, live images of the cell genome, and defective DNA repairs to find the cure for genetic disorders. Even though this technology has enormous biomedical applications in various sectors, this review will summarize CRISPR/Cas emphasizing both the therapeutic and diagnostic mechanisms developed in the field of dentistry and the promising attempts to transfer this technology to clinical application. Finally, future developments are also described, which proposes to use CRISPR/Cas systems for prospective clinical dentistry applications.
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Affiliation(s)
- Patricia Alejandra Chavez-Granados
- Interdisciplinary Research Laboratory (LII), Nanostructures and Biomaterials Area, National School of Higher Studies (ENES) León Unit, Predio el Saucillo y el Potrero, Comunidad de los Tepetates, 37684, León, Mexico
| | - Ravichandran Manisekaran
- Interdisciplinary Research Laboratory (LII), Nanostructures and Biomaterials Area, National School of Higher Studies (ENES) León Unit, Predio el Saucillo y el Potrero, Comunidad de los Tepetates, 37684, León, Mexico
| | - Laura Susana Acosta-Torres
- Interdisciplinary Research Laboratory (LII), Nanostructures and Biomaterials Area, National School of Higher Studies (ENES) León Unit, Predio el Saucillo y el Potrero, Comunidad de los Tepetates, 37684, León, Mexico
| | - Rene Garcia-Contreras
- Interdisciplinary Research Laboratory (LII), Nanostructures and Biomaterials Area, National School of Higher Studies (ENES) León Unit, Predio el Saucillo y el Potrero, Comunidad de los Tepetates, 37684, León, Mexico.
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14
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Borgio JF, Alsuwat HS, Alamoudi W, Hegazi FM, Al Otaibi WM, M Ibrahim A, Almandil NB, Al-Amodi AM, Alyousef YM, AlShwaimi E, Almasoud N, Kamaraj B, Sayed A. Exome array identifies functional exonic biomarkers for pediatric dental caries. Comput Biol Med 2021; 141:105019. [PMID: 34749984 DOI: 10.1016/j.compbiomed.2021.105019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 11/01/2021] [Accepted: 11/02/2021] [Indexed: 01/01/2023]
Abstract
BACKGROUND Pediatric dental caries is common among Arab children, however we are still searching for possible genes and molecular mechanisms that influence caries development. AIM To identity genetic predispositions of dental caries among Saudi children with high DMFT (Decayed, Missing, and Filled Teeth). DESIGN This case-control study analysed putative functional exonic-variants (n = 243,345) to study the molecular genetics of pediatric caries with high dmft index, 8.75 ± 4.16 on Arab-ancestry subjects with primary dentition (n = 111; 76 cases, dmft>5 and 35 controls, dmft = 0). RESULTS Pediatric caries is significantly associated with single nucleotide polymorphisms (SNP) in the GRIN2B-rs4764039C (p-value = 2.03 × 10-08) and CFH-rs1065489G (p-value = 8.26 × 10-08) genes, even after Bonferroni correction. Irregular tooth brushing habits (p = 0.0404) and irregular dental visits (p = 0.0050) are significantly associated with caries. Functional enrichment analysis of significant genes is associated with calcium-activated chloride channel, Staphylococcus aureus infection, and N-linked glycosylation. CONCLUSION Genetic predispositions are found to be significantly associated with the high prevalence of pediatric caries, which is a disorder of multigene-environment interaction. The significant functional exonic variants identified can be biomarkers for the early diagnosis of pediatric dental caries in Arabs.
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Affiliation(s)
- J Francis Borgio
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Hind Saleh Alsuwat
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Widyan Alamoudi
- Departments of Neuroscience Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Fatma Mohammed Hegazi
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Waad Mohammed Al Otaibi
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Abdallah M Ibrahim
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia; Department of Fundamentals of Nursing, College of Nursing, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Noor B Almandil
- Department of Clinical Pharmacy Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Amani M Al-Amodi
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Yousef M Alyousef
- Department of Preventive Dental Sciences, College of Dentistry, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Emad AlShwaimi
- Department of Restorative Dental Science, College of Dentistry, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Naif Almasoud
- Department of Preventive Dental Sciences, College of Dentistry, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Balu Kamaraj
- Department of Neuroscience Technology, College of Applied Medical Sciences in Jubail, Imam Abdulrahman Bin Faisal University, Jubail, Saudi Arabia
| | - AbdulAzeez Sayed
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia.
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15
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Reis CLB, Barbosa MCF, de Lima DC, Madalena IR, Baratto-Filho F, Proff P, de Oliveira DSB, Paddenberg E, Küchler EC, Kirschneck C. Study of Dental Caries and PTH Gene. FRONTIERS IN DENTAL MEDICINE 2021. [DOI: 10.3389/fdmed.2021.703549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Parathyroid hormone (PTH) is essential for calcium and phosphate homeostasis in odontogenesis-related cells. Therefore, the present study aimed to investigate the association between single nucleotide polymorphisms in the gene encoding PTH, and dental caries in Brazilian children. Three hundred and fifty-three children (170 boys and 183 girls, age ranging from 8 to 11 years old) were included in this study. The International System for Detection and Assessment of Carious Lesions (ICDAS) was used for diagnosis of dental caries. Visible biofilm was also evaluated during the clinical examination. Genomic DNA was extracted from saliva for real-time PCR to evaluate the single nucleotide polymorphisms rs6256, rs307247 and rs694 in PTH gene. Dental caries was classified in ICDAS0 vs. ICDAS1−6 or ICDAS1−2 vs. ICDAS3−6. Chi-square test, binary logistic regression adjusted by biofilm and haplotype analyses were performed (p < 0.05). Biofilm was associated with dental caries (p < 0.05). There were no associations between dental caries and rs6256, rs307247, rs694 in none of the analyses performed (p > 0.05). In conclusion, the present study supports that the single nucleotide polymorphisms rs6256, rs307247, and rs694 in the PTH-encoding gene are not associated with dental caries in Brazilian children.
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16
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Alotaibi RN, Howe BJ, Chernus JM, Mukhopadhyay N, Sanchez C, Deleyiannis FWB, Neiswanger K, Padilla C, Poletta FA, Orioli IM, Buxó CJ, Hecht JT, Wehby GL, Long RE, Vieira AR, Weinberg SM, Shaffer JR, Moreno Uribe LM, Marazita ML. Genome-Wide Association Study (GWAS) of dental caries in diverse populations. BMC Oral Health 2021; 21:377. [PMID: 34311721 PMCID: PMC8311973 DOI: 10.1186/s12903-021-01670-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 05/30/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Dental caries is one of the most common chronic diseases and is influenced by a complex interplay of genetic and environmental factors. Most previous genetic studies of caries have focused on identifying genes that contribute to dental caries in specific ethnic groups, usually of European descent. METHODS The aim of this study is to conduct a genome-wide association study (GWAS) to identify associations affecting susceptibility to caries in a large multiethnic population from Argentina, the Philippines, Guatemala, Hungary, and the USA, originally recruited for studies of orofacial clefts (POFC, N = 3686). Ages of the participants ranged from 2 to 12 years for analysis of the primary dentition, and 18-60 years for analysis of the permanent dentition. For each participant, dental caries was assessed by counts of decayed and filled teeth (dft/DFT) and genetic variants (single nucleotide polymorphisms, SNPs) were genotyped or imputed across the entire genome. Caries was analyzed separately for the primary and permanent dentitions, with age, gender, and presence/absence of any type of OFC treated as covariates. Efficient Mixed-Model Association eXpedited (EMMAX) was used to test genetic association, while simultaneously accounting for relatedness and stratification. RESULTS We identified several suggestive loci (5 × 10-8 < P < 5 × 10-6) within or near genes with plausible biological roles for dental caries, including a cluster of taste receptor genes (TAS2R38, TAS2R3, TAS2R4, TASR25) on chromosome 7 for the permanent dentition analysis, and DLX3 and DLX4 on chromosome 17 for the primary dentition analysis. Genome-wide significant results were seen with SNPs in the primary dentition only; however, none of the identified genes near these variants have known roles in cariogenesis. CONCLUSION The results of this study warrant further investigation and may lead to a better understanding of cariogenesis in diverse populations, and help to improve dental caries prediction, prevention, and/or treatment in future.
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Affiliation(s)
- Rasha N Alotaibi
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
- Dental Health Department, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia.
| | - Brian J Howe
- Department of Family Dentistry, College of Dentistry, University of Iowa, Iowa City, IA, USA
- The Iowa Center for Oral Health Research, College of Dentistry, University of Iowa, Iowa City, IA, USA
| | - Jonathan M Chernus
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nandita Mukhopadhyay
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Carla Sanchez
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Katherine Neiswanger
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Carmencita Padilla
- Department of Pediatrics, College of Medicine, University of the Philippines, Manila, Philippines
| | - Fernando A Poletta
- ECLAMC/INAGEMP At Center for Medical Education and Clinical Research (CEMIC-CONICET), Buenos Aires, Argentina
| | - Ieda M Orioli
- Department of Genetics, Institute of Biology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Carmen J Buxó
- Dental and Craniofacial Genomics Core, School of Dental Medicine, University of Puerto Rico, San Juan, PR, USA
| | - Jacqueline T Hecht
- Department of Pediatrics, University of Texas Health Science Center At Houston, Houston, TX, USA
| | - George L Wehby
- Department of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Ross E Long
- Lancaster Cleft Palate Clinic, Lancaster, PA, USA
| | - Alexandre R Vieira
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Seth M Weinberg
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - John R Shaffer
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Lina M Moreno Uribe
- Department of Family Dentistry, College of Dentistry, University of Iowa, Iowa City, IA, USA
- Department of Orthodontics, School of Dentistry, University of Iowa, Iowa City, IA, USA
| | - Mary L Marazita
- Department of Oral and Craniofacial Sciences, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
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17
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Dodhia SA, West NX, Thomas SJ, Timpson NJ, Johansson I, Lif Holgerson P, Dudding T, Haworth S. Examining the causal association between 25-hydroxyvitamin D and caries in children and adults: a two-sample Mendelian randomization approach. Wellcome Open Res 2021; 5:281. [PMID: 34386609 PMCID: PMC8327219 DOI: 10.12688/wellcomeopenres.16369.2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2021] [Indexed: 11/20/2022] Open
Abstract
Background: Prior observational studies have reported that higher levels of vitamin D are associated with decreased caries risk in children. However, these studies are prone to bias and confounding so do not provide causal inference. Genetic variants associated with a risk factor of interest can be used as proxies, in a Mendelian randomization (MR) analysis, to test for causal association with an outcome. The objective was to estimate the causal association between serum 25-hydroxyvitamin D (25(OH)D) (the commonly measured vitamin D metabolite in blood) and dental caries using a two-sample MR approach which estimates the causal effect of an exposure on an outcome. Methods: A total of 79 genetic variants reliably associated with 25(OH)D were identified from genome-wide association studies and used as a proxy measure of 25(OH)D. The association of this proxy measure with three outcome measures was tested; specifically: caries in primary teeth (n=17,035, aged 3-12 years), caries in permanent teeth in childhood and adolescence (n=13,386, aged 6-18 years), and caries severity in adulthood proxied by decayed, missing and filled tooth surfaces (DMFS) counts (n=26,792, aged 18-93 years). Results: The estimated causal effect of a one standard deviation increase in natural log-transformed 25(OH)D could be summarized as an odds ratio of 1.06 (95%CI: 0.81, 1.31; P=0.66) for caries in primary teeth and 1.00 (95%CI: 0.76, 1.23; P=0.97) for caries in permanent teeth in childhood and adolescence. In adults, the estimated casual effect of a one standard deviation increase in natural log-transformed 25(OH)D was 0.31 fewer affected tooth surfaces (95%CI: from 1.81 fewer DMFS to 1.19 more DMFS; P=0.68) Conclusions: The MR-derived effect estimates for these three measures are small in magnitude with wide confidence intervals and do not provide evidence for a causal relationship between 25(OH)D and dental caries.
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Affiliation(s)
- Serena A. Dodhia
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
| | - Nicola X. West
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
| | - Steven J. Thomas
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
| | - Nicholas J. Timpson
- Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, BS8 2BN, UK
- Avon Longitudinal Study of Parents and Children, University of Bristol, Bristol, UK
| | - Ingegerd Johansson
- Department of Odontology, Section of Cariology, Umea University, Umeå, Sweden
| | | | - Tom Dudding
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
- Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, BS8 2BN, UK
| | - Simon Haworth
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
- Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, BS8 2BN, UK
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18
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The Most Common Vitamin D Receptor Polymorphisms ( ApaI,FokI, TaqI, BsmI, and BglI) in Children with Dental Caries: A Systematic Review and Meta-Analysis. CHILDREN-BASEL 2021; 8:children8040302. [PMID: 33920959 PMCID: PMC8071280 DOI: 10.3390/children8040302] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 04/07/2021] [Accepted: 04/12/2021] [Indexed: 10/29/2022]
Abstract
Vitamin D participates in the calcification of enamel and dentin and the appropriate immune responses to oral microbial infections. We aimed to assess the association between the most common vitamin D receptor (VDR) polymorphisms (ApaI,FokI, TaqI, BsmI, and BglI) and the risk of dental caries in children. METHODS PubMed/MEDLINE, Cochrane Library, Web of Science, and Scopus databases were comprehensively searched until 19 January 2021. Meta-analysis with odds ratios as the effect estimate along with 95% confidence intervals and subgroup analysis were conducted using Review Manager 5.3 software. Publication bias and sensitivity analyses were conducted by Comprehensive Meta-Analysis, version 2.0 software. RESULTS Seventy-eight studies were retrieved from the databases, with nine studies included in the final analysis. Based on five genetic models, there was no association between ApaI (rs7975232), TaqI (rs731236), BsmI (rs1544410), FokI (rs2228570), and BglI (rs739837) polymorphisms and susceptibility to dental caries, except for the FokI (rs10735810) polymorphism. CONCLUSION Among the VDR polymorphisms considered, an association was found between the FokI (rs10735810) polymorphism and the risk of dental caries, with a protective role of the f allele and ff genotype.
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19
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Towle I, Irish JD, De Groote I, Fernée C, Loch C. Dental caries in South African fossil hominins. S AFR J SCI 2021. [DOI: 10.17159/sajs.2021/8705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Once considered rare in fossil hominins, caries has recently been reported in several hominin species, requiring a new assessment of this condition during human evolution. Caries prevalence and location on the teeth of South African fossil hominins were observed and compared with published data from other hominin samples. Teeth were viewed macroscopically, with lesion position and severity noted and described. For all South African fossil hominin specimens studied to date, a total of 10 carious teeth (14 lesions), including 4 described for the first time here, have been observed. These carious teeth were found in a minimum of seven individuals, including five Paranthropus robustus, one early Homo, and one Homo naledi. All 14 lesions affected posterior teeth. The results suggest cariogenic biofilms and foods may have been present in the oral environment of a wide variety of hominins. Caries prevalence in studied fossil hominins is similar to those in pre-agricultural human groups, in which 1–5% of teeth are typically affected.
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Affiliation(s)
- Ian Towle
- Sir John Walsh Research Institute, Faculty of Dentistry, University of Otago, Dunedin, New Zealand
| | - Joel D. Irish
- Research Centre in Evolutionary Anthropology and Palaeoecology, Liverpool John Moores University, Liverpool, United Kingdom
- Evolutionary Studies Institute and Centre for Excellence in PaleoSciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Christianne Fernée
- Department of Anthropology and Archaeology, University of Bristol, Bristol, United Kingdom
- Department of Archaeology, University of Southampton, Southampton, United Kingdom
| | - Carolina Loch
- Sir John Walsh Research Institute, Faculty of Dentistry, University of Otago, Dunedin, New Zealand
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20
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Wu L, Li Z, Zhou J, Ma B, Yu F, Zheng X, Hu X, Ma Z, Su X. An association analysis for genetic factors for dental caries susceptibility in a cohort of Chinese children. Oral Dis 2020; 28:480-494. [DOI: 10.1111/odi.13758] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 11/17/2020] [Accepted: 12/14/2020] [Indexed: 11/29/2022]
Affiliation(s)
- Lingli Wu
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
| | - Zhiqiang Li
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
| | - Jianye Zhou
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
| | - Bin Ma
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
| | - Fei Yu
- Department of Dentistry Lanzhou University Lanzhou, Gansu Province China
| | - Xin Zheng
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
| | - Xiaopan Hu
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
| | - Zhongming Ma
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
| | - Xuelian Su
- Department of Dentistry Key Laboratory of Oral Diseases of Gansu Province Key Laboratory of Stomatology of State Ethnic Affairs Commission Northwest Minzu University Lanzhou China
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21
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Dodhia SA, West NX, Thomas SJ, Timpson NJ, Johansson I, Lif Holgerson P, Dudding T, Haworth S. Is vitamin D a modifiable risk factor for dental caries? Wellcome Open Res 2020; 5:281. [PMID: 34386609 PMCID: PMC8327219 DOI: 10.12688/wellcomeopenres.16369.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/18/2020] [Indexed: 12/22/2022] Open
Abstract
Background: Prior observational studies have reported that higher levels of vitamin D are associated with decreased caries risk in children. However, these studies are prone to bias and confounding so do not provide causal inference. Genetic variants associated with a risk factor of interest can be used as proxies, in a Mendelian randomization (MR) analysis, to test for causal association with an outcome. The objective was to estimate the causal association between serum 25-hydroxyvitamin D (25(OH)D) (the commonly measured vitamin D metabolite in blood) and dental caries using a MR approach which estimates the causal effect of an exposure on an outcome. Methods: A total of 79 genetic variants reliably associated with 25(OH)D were identified from genome-wide association studies and used as a proxy measure of 25(OH)D. The association of this proxy measure with three outcome measures was tested; specifically: caries in primary teeth (n=17,035, aged 3-12 years), caries in permanent teeth in childhood and adolescence (n=13,386, aged 6-18 years), and caries severity in adulthood proxied by decayed, missing and filled tooth surfaces (DMFS) counts (n=26,792, aged 18-93 years). Results: The estimated causal effect of a one standard deviation increase in natural log-transformed 25(OH)D could be summarized as an odds ratio of 1.06 (95%CI: 0.81, 1.31; P=0.66) for caries in primary teeth and 1.00 (95%CI: 0.76, 1.23; P=0.97) for caries in permanent teeth in childhood and adolescence. In adults, the estimated casual effect of a one standard deviation increase in natural log-transformed 25(OH)D was 0.31 fewer affected tooth surfaces (95%CI: from 1.81 fewer DMFS to 1.19 more DMFS; P=0.68) Conclusions: The MR-derived effect estimates for these three measures are small in magnitude with wide confidence intervals and do not provide evidence against the null hypothesis of no effect.
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Affiliation(s)
- Serena A. Dodhia
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
| | - Nicola X. West
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
| | - Steven J. Thomas
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
| | - Nicholas J. Timpson
- Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, BS8 2BN, UK
- Avon Longitudinal Study of Parents and Children, University of Bristol, Bristol, UK
| | - Ingegerd Johansson
- Department of Odontology, Section of Cariology, Umea University, Umeå, Sweden
| | | | - Tom Dudding
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
- Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, BS8 2BN, UK
| | - Simon Haworth
- Bristol Dental School, University of Bristol, Bristol, BS1 2LY, UK
- Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, BS8 2BN, UK
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Divaris K, Slade GD, Ferreira Zandona AG, Preisser JS, Ginnis J, Simancas-Pallares MA, Agler CS, Shrestha P, Karhade DS, Ribeiro ADA, Cho H, Gu Y, Meyer BD, Joshi AR, Azcarate-Peril MA, Basta PV, Wu D, North KE. Cohort Profile: ZOE 2.0-A Community-Based Genetic Epidemiologic Study of Early Childhood Oral Health. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E8056. [PMID: 33139633 PMCID: PMC7663650 DOI: 10.3390/ijerph17218056] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 10/28/2020] [Accepted: 10/29/2020] [Indexed: 02/06/2023]
Abstract
Early childhood caries (ECC) is an aggressive form of dental caries occurring in the first five years of life. Despite its prevalence and consequences, little progress has been made in its prevention and even less is known about individuals' susceptibility or genomic risk factors. The genome-wide association study (GWAS) of ECC ("ZOE 2.0") is a community-based, multi-ethnic, cross-sectional, genetic epidemiologic study seeking to address this knowledge gap. This paper describes the study's design, the cohort's demographic profile, data domains, and key oral health outcomes. Between 2016 and 2019, the study enrolled 8059 3-5-year-old children attending public preschools in North Carolina, United States. Participants resided in 86 of the state's 100 counties and racial/ethnic minorities predominated-for example, 48% (n = 3872) were African American, 22% white, and 20% (n = 1611) were Hispanic/Latino. Seventy-nine percent (n = 6404) of participants underwent clinical dental examinations yielding ECC outcome measures-ECC (defined at the established caries lesion threshold) prevalence was 54% and the mean number of decayed, missing, filled surfaces due to caries was eight. Nearly all (98%) examined children provided sufficient DNA from saliva for genotyping. The cohort's community-based nature and rich data offer excellent opportunities for addressing important clinical, epidemiologic, and biological questions in early childhood.
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Affiliation(s)
- Kimon Divaris
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA; (G.D.S.); (J.G.); (M.A.S.-P.); (C.S.A.); (P.S.); (D.S.K.)
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (P.V.B.); (K.E.N.)
| | - Gary D. Slade
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA; (G.D.S.); (J.G.); (M.A.S.-P.); (C.S.A.); (P.S.); (D.S.K.)
| | - Andrea G. Ferreira Zandona
- Department of Comprehensive Dentistry, School of Dental Medicine, Tufts University, Boston, MA 02111, USA;
| | - John S. Preisser
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (J.S.P.); (H.C.); (Y.G.); (D.W.)
| | - Jeannie Ginnis
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA; (G.D.S.); (J.G.); (M.A.S.-P.); (C.S.A.); (P.S.); (D.S.K.)
| | - Miguel A. Simancas-Pallares
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA; (G.D.S.); (J.G.); (M.A.S.-P.); (C.S.A.); (P.S.); (D.S.K.)
| | - Cary S. Agler
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA; (G.D.S.); (J.G.); (M.A.S.-P.); (C.S.A.); (P.S.); (D.S.K.)
| | - Poojan Shrestha
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA; (G.D.S.); (J.G.); (M.A.S.-P.); (C.S.A.); (P.S.); (D.S.K.)
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (P.V.B.); (K.E.N.)
| | - Deepti S. Karhade
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA; (G.D.S.); (J.G.); (M.A.S.-P.); (C.S.A.); (P.S.); (D.S.K.)
| | - Apoena de Aguiar Ribeiro
- Division of Diagnostic Sciences, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA;
| | - Hunyong Cho
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (J.S.P.); (H.C.); (Y.G.); (D.W.)
| | - Yu Gu
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (J.S.P.); (H.C.); (Y.G.); (D.W.)
| | - Beau D. Meyer
- Division of Pediatric Dentistry, College of Dentistry, The Ohio State University, Columbus, OH 43210, USA;
| | - Ashwini R. Joshi
- Division of Surgery, School of Medicine, University of North Carolina-Chapel Hill, NC 27599-7050, USA;
| | - M. Andrea Azcarate-Peril
- Center for Gastrointestinal Biology and Disease, Division of Gastroenterology and Hepatology, and UNC Microbiome Core, Department of Medicine, School of Medicine, University of North Carolina-Chapel Hill, NC 27599-7555, USA;
| | - Patricia V. Basta
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (P.V.B.); (K.E.N.)
| | - Di Wu
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (J.S.P.); (H.C.); (Y.G.); (D.W.)
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina-Chapel Hill, NC 27599-7450, USA
| | - Kari E. North
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina-Chapel Hill, NC 27599-7400, USA; (P.V.B.); (K.E.N.)
- Carolina Center for Genome Sciences, University of North Carolina-Chapel Hill, NC 27514, USA
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23
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Genes in the pathway of tooth mineral tissues and dental caries risk: a systematic review and meta-analysis. Clin Oral Investig 2020; 24:3723-3738. [PMID: 32945961 DOI: 10.1007/s00784-019-03146-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Accepted: 11/06/2019] [Indexed: 12/17/2022]
Abstract
OBJECTIVES To perform a systematic review of the literature, investigating the influence of tooth mineral tissues genes on dental caries. MATERIALS AND METHODS Five databases were searched. Only human studies with cross-sectional, longitudinal, and case-control design were included. Meta-analysis was performed for each polymorphism, providing allele and genotype estimates. A meta-analysis was performed, pooling several polymorphisms for each gene. A Funnel Plot and Egger's test were also performed. RESULTS A total of 1124 records were found. Of these, 25 papers were included in the systematic review and 18 in the meta-analysis. Most of the studies (52%) were of medium quality. With regard to the allele analysis, the T allele of rs134136 (TFIP11) (OR 1.51; 95%CI 1.02-2.22) showed an association with high experience of caries and the summarization of polymorphisms investigated in the TFIP11 gene, after exclusion of SNP linkage disequilibrium, showed an association with caries experience (OR 1.64; 95%CI 1.08-2.50). An analysis of the homozygous genotype did not show any significant association. The pooled SNPs of AMBN showed associations with caries (OR 0.45; 95%CI 0.29-0.72). The pooled polymorphisms of AMELX were associated with caries experience (OR 1.78; 95%CI 1.23-2.56). In the analysis of the homozygous genotype, no SNP showed a significant association. Egger's test showed no significant publication bias for all models (p > 0.05). CONCLUSION The present findings showed that the genes TFIP11, AMBN, and AMELX play an important role in dental caries. CLINICAL RELEVANCE Several single nucleotide polymorphisms related to the genes in the formation of tooth mineral are linked to the occurrence of dental caries, and these genes have proved to be important for an explanation of differences in the risk of dental caries.
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Finkelstein J, Zhang F, Levitin SA, Cappelli D. Using big data to promote precision oral health in the context of a learning healthcare system. J Public Health Dent 2020; 80 Suppl 1:S43-S58. [PMID: 31905246 PMCID: PMC7078874 DOI: 10.1111/jphd.12354] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 10/08/2019] [Accepted: 12/02/2019] [Indexed: 12/31/2022]
Abstract
There has been a call for evidence-based oral healthcare guidelines, to improve precision dentistry and oral healthcare delivery. The main challenges to this goal are the current lack of up-to-date evidence, the limited integrative analytical data sets, and the slow translations to routine care delivery. Overcoming these issues requires knowledge discovery pipelines based on big data and health analytics, intelligent integrative informatics approaches, and learning health systems. This article examines how this can be accomplished by utilizing big data. These data can be gathered from four major streams: patients, clinical data, biological data, and normative data sets. All these must then be uniformly combined for analysis and modelling and the meaningful findings can be implemented clinically. By executing data capture cycles and integrating the subsequent findings, practitioners are able to improve public oral health and care delivery.
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Affiliation(s)
- Joseph Finkelstein
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNYUSA
| | - Frederick Zhang
- Center for Bioinformatics and Data Analytics in Oral HealthCollege of Dental Medicine, Columbia UniversityNew YorkNYUSA
| | - Seth A. Levitin
- Center for Bioinformatics and Data Analytics in Oral HealthCollege of Dental Medicine, Columbia UniversityNew YorkNYUSA
| | - David Cappelli
- Department of Biomedical SciencesSchool of Dental Medicine, University of NevadaLas VegasNVUSA
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25
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Kelly AM, Kallistova A, Küchler EC, Romanos HF, Lips A, Costa MC, Modesto A, Vieira AR. Measuring the Microscopic Structures of Human Dental Enamel Can Predict Caries Experience. J Pers Med 2020; 10:jpm10010005. [PMID: 32024259 PMCID: PMC7151622 DOI: 10.3390/jpm10010005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 01/28/2020] [Accepted: 01/28/2020] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES The hierarchical structure of enamel gives insight on the properties of enamel and can influence its strength and ultimately caries experience. Currently, past caries experience is quantified using the decayed, missing, filled teeth/decayed, missing, filled surface (DMFT/DMFS for permanent teeth; dmft/dmfs for primary teeth), or international caries detection and assessment system (ICDAS) scores. By analyzing the structure of enamel, a new measurement can be utilized clinically to predict susceptibility to future caries experience based on a patient's individual's biomarkers. The purpose of this study was to test the hypothesis that number of prisms by square millimeter in enamel and average gap distance between prisms and interprismatic areas, influence caries experience through genetic variation of the genes involved in enamel formation. MATERIALS AND METHODS Scanning electron microscopy (SEM) images of enamel from primary teeth were used to measure (i) number of prisms by square millimeter and interprismatic spaces, (ii) prism density, and (iii) gap distances between prisms in the enamel samples. The measurements were tested to explore a genetic association with variants of selected genes and correlations with caries experience based on the individual's DMFT+ dmft score and enamel microhardness at baseline, after an artificial lesion was created and after the artificial lesion was treated with fluoride. RESULTS Associations were found between variants of genes including ameloblastin, amelogenin, enamelin, tuftelin, tuftelin interactive protein 11, beta defensin 1, matrix metallopeptidase 20 and enamel structure variables measured (number of prisms by square millimeter in enamel and average gap distance between prisms and interprismatic areas). Significant correlations were found between caries experience and microhardness and enamel structure. Negative correlations were found between number of prisms by square millimeter and high caries experience (r value= -0.71), gap distance between prisms and the enamel microhardness after an artificial lesion was created (r value= -0.70), and gap distance between prisms and the enamel microhardness after an artificial lesion was created and then treated with fluoride (r value= -0.81). There was a positive correlation between number of prisms by square millimeter and prism density of the enamel (r value = 0.82). CONCLUSIONS Our data support that genetic variation may impact enamel formation, and therefore influence susceptibility to dental caries and future caries experience. CLINICAL RELEVANCE The evaluation of enamel structure that may impact caries experience allows for hypothesizing that the identification of individuals at higher risk for dental caries and implementation of personalized preventative treatments may one day become a reality.
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Affiliation(s)
- Ariana M. Kelly
- Department of Oral Biology, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.M.K.); (E.C.K.)
| | - Anna Kallistova
- Institute of Geochemistry, Mineralogy and Mineral Resources, Faculty of Science, Charles University, Albertov 6, Prague 2, Czech;
- Institute of Geology of the CAS, v.v.i., Rozvojová 269, Prague 6, Czech
| | - Erika C. Küchler
- Department of Oral Biology, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.M.K.); (E.C.K.)
- Department of Pediatric Dentistry and Orthodontics, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-901, Brazil; (H.F.R.); (M.C.C.)
| | - Helena F. Romanos
- Department of Pediatric Dentistry and Orthodontics, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-901, Brazil; (H.F.R.); (M.C.C.)
| | - Andrea Lips
- Clinical Research Unit, Fluminense Federal University, Niteról 24020, Brazil;
| | - Marcelo C. Costa
- Department of Pediatric Dentistry and Orthodontics, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-901, Brazil; (H.F.R.); (M.C.C.)
| | - Adriana Modesto
- Department of Pediatric Dentistry, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA;
| | - Alexandre R. Vieira
- Department of Oral Biology, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.M.K.); (E.C.K.)
- Correspondence:
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Abstract
In this review we critically summarize the evidence base and the progress to date regarding the genomic basis of periodontal disease and tooth morbidity (ie, dental caries and tooth loss), and discuss future applications and research directions in the context of precision oral health and care. Evidence for these oral/dental traits from genome-wide association studies first emerged less than a decade ago. Basic and translational research activities in this domain are now under way by multiple groups around the world. Key departure points in the oral health genomics discourse are: (a) some heritable variation exists for periodontal and dental diseases; (b) the environmental component (eg, social determinants of health and behavioral risk factors) has a major influence on the population distribution but probably interacts with factors of innate susceptibility at the person-level; (c) sizeable, multi-ethnic, well-characterized samples or cohorts with high-quality measures on oral health outcomes and genomics information are required to make decisive discoveries; (d) challenges remain in the measurement of oral health and disease, with current periodontitis and dental caries traits capturing only a part of the health-disease continuum, and are little or not informed by the underlying biology; (e) the substantial individual heterogeneity that exists in the clinical presentation and lifetime trajectory of oral disease can be identified and leveraged in a precision medicine framework or, if unappreciated, can hamper translational efforts. In this review we discuss how composite or biologically informed traits may offer improvements over clinically defined ones for the genomic interrogation of oral diseases. We demonstrate the utility of the results of genome-wide association studies for the development and testing of a genetic risk score for severe periodontitis. We conclude that exciting opportunities lie ahead for improvements in the oral health of individual patients and populations via advances in our understanding of the genomic basis of oral health and disease. The pace of new discoveries and their equitable translation to practice will largely depend on investments in the education and training of the oral health care workforce, basic and population research, and sustained collaborative efforts..
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Affiliation(s)
- Thiago Morelli
- Department of PeriodontologySchool of DentistryUniversity of North Carolina at Chapel HillChapel HillNorth Carolina, USA
| | - Cary S. Agler
- Department of Oral and Craniofacial Health SciencesSchool of DentistryUniversity of North Carolina at Chapel HillChapel HillNorth Carolina, USA
| | - Kimon Divaris
- Department of Pediatric DentistrySchool of DentistryUniversity of North Carolina at Chapel HillChapel HillNorth Carolina, USA
- Department of EpidemiologyGillings School of Global Public HealthUniversity of North Carolina at Chapel HillChapel HillNorth Carolina, USA
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27
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Abstract
Understanding the "code of life" and mapping the human genome have been monumental and era-defining scientific landmarks-analogous to setting foot on the moon. The last century has been characterized by exponential advances in our understanding of the biological and specifically molecular basis of health and disease. The early part of the 20th century was marked by fundamental theoretical and scientific advances in understanding heredity, the identification of the DNA molecule and genes, and the elucidation of the central dogma of biology. The second half was characterized by experimental and increasingly molecular investigations, including clinical and population applications. The completion of the Human Genome Project in 2003 and the continuous technological advances have democratized access to this information and the ability to generate health and disease association data; however, the realization of genomic and precision medicine, to practically improve people's health, has lagged. The oral health domain has made great strides and substantially benefited from the last century of advances in genetics and genomics. Observations regarding a hereditary component of dental caries were reported as early as the 1920s. Subsequent breakthroughs were made in the discovery of genetic causes of rare diseases, such as ectodermal dysplasias, orofacial clefts, and other craniofacial and dental anomalies. More recently, genome-wide investigations have been conducted and reported for several diseases and traits, including periodontal disease, dental caries, tooth agenesis, cancers of the head and neck, orofacial pain, temporomandibular disorders, and craniofacial morphometrics. Gene therapies and gene editing with CRISPR/Cas represent the latest frontier surpassed in the era of genomic medicine. Amid rapid genomics progress, several challenges and opportunities lie ahead. Importantly, systematic efforts supported by implementation science are needed to realize the full potential of genomics, including the improvement of public and practitioner genomics literacy, the promotion of individual and population oral health, and the reduction of disparities.
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Affiliation(s)
- K. Divaris
- Department of Pediatric Dentistry, School of Dentistry, University of North Carolina–Chapel Hill, Chapel Hill, NC, USA
- Department of Epidemiology, Gillings School of Global Health, University of North Carolina–Chapel Hill, Chapel Hill, NC, USA
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28
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Shungin D, Haworth S, Divaris K, Agler CS, Kamatani Y, Keun Lee M, Grinde K, Hindy G, Alaraudanjoki V, Pesonen P, Teumer A, Holtfreter B, Sakaue S, Hirata J, Yu YH, Ridker PM, Giulianini F, Chasman DI, Magnusson PKE, Sudo T, Okada Y, Völker U, Kocher T, Anttonen V, Laitala ML, Orho-Melander M, Sofer T, Shaffer JR, Vieira A, Marazita ML, Kubo M, Furuichi Y, North KE, Offenbacher S, Ingelsson E, Franks PW, Timpson NJ, Johansson I. Genome-wide analysis of dental caries and periodontitis combining clinical and self-reported data. Nat Commun 2019; 10:2773. [PMID: 31235808 PMCID: PMC6591304 DOI: 10.1038/s41467-019-10630-1] [Citation(s) in RCA: 191] [Impact Index Per Article: 38.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 05/22/2019] [Indexed: 12/18/2022] Open
Abstract
Dental caries and periodontitis account for a vast burden of morbidity and healthcare spending, yet their genetic basis remains largely uncharacterized. Here, we identify self-reported dental disease proxies which have similar underlying genetic contributions to clinical disease measures and then combine these in a genome-wide association study meta-analysis, identifying 47 novel and conditionally-independent risk loci for dental caries. We show that the heritability of dental caries is enriched for conserved genomic regions and partially overlapping with a range of complex traits including smoking, education, personality traits and metabolic measures. Using cardio-metabolic traits as an example in Mendelian randomization analysis, we estimate causal relationships and provide evidence suggesting that the processes contributing to dental caries may have undesirable downstream effects on health.
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Affiliation(s)
- Dmitry Shungin
- Department of Odontology, Umeå University, Umeå, SE-901 85, Sweden.,Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Simon Haworth
- Medical Research Council Integrative Epidemiology Unit, Bristol Medical School, Bristol, BS8 2BN, UK. .,Bristol Dental School, Bristol, BS1 2LY, UK.
| | - Kimon Divaris
- Department of Pediatric Dentistry, School of Dentistry, University of North Carolina, Chapel Hill, NC, 27599, USA.,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Cary S Agler
- Department of Oral and Craniofacial Health Sciences, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Yoichiro Kamatani
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, 230-0045, Japan
| | - Myoung Keun Lee
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, 15219, USA
| | - Kelsey Grinde
- Department of Biostatistics, University of Washington, Seattle, WA, 98195, USA
| | | | - Viivi Alaraudanjoki
- Research Unit of Oral Health Sciences University of Oulu, Oulu, FI-90014, Finland
| | - Paula Pesonen
- Infrastructure for Population Studies, Faculty of Medicine, University of Oulu, Oulu, FI-90014, Finland
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, 17475, Germany
| | - Birte Holtfreter
- Department of Restorative Dentistry, Periodontology, Endodontology, and Preventive and Pediatric Dentistry University Medicine Greifswald, Greifswald, 17475, Germany
| | - Saori Sakaue
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Jun Hirata
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Yau-Hua Yu
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, 02215, USA.,Department of Periodontology, Tufts University School of Dental Medicine, Boston, MA, 02111, USA
| | - Paul M Ridker
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Franco Giulianini
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, 02215, USA
| | - Daniel I Chasman
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Patrik K E Magnusson
- Department of Medical Epidemiology and Biostatistics, Karolinska Instituet, Stockholm, SE-171 77, Sweden
| | - Takeaki Sudo
- Department of Periodontology, Graduate School of Medical and Dental Science of Tokyo Medical and Dental University, Tokyo, 113-8510, Japan
| | - Yukinori Okada
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Uwe Völker
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, 17475, Germany
| | - Thomas Kocher
- Department of Restorative Dentistry, Periodontology, Endodontology, and Preventive and Pediatric Dentistry University Medicine Greifswald, Greifswald, 17475, Germany
| | - Vuokko Anttonen
- Research Unit of Oral Health Sciences University of Oulu, Oulu, FI-90014, Finland.,MRC, Oulu University Hospital and University of Oulu, Oulu, FI-90014, Finland
| | - Marja-Liisa Laitala
- Research Unit of Oral Health Sciences University of Oulu, Oulu, FI-90014, Finland
| | | | - Tamar Sofer
- Harvard Medical School, Boston, MA, 02115, USA.,Department of Sleep Medicine, Brigham and Women's Hospital, Boston, MA, 02130, USA
| | - John R Shaffer
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, 15219, USA.,Department of Human Genetics, University of Pittburgh, Pittsburgh, PA, 15261, USA.,Department of Oral Biology, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Alexandre Vieira
- Department of Oral Biology, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Mary L Marazita
- Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, 15219, USA.,Department of Human Genetics, University of Pittburgh, Pittsburgh, PA, 15261, USA.,Department of Oral Biology, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, 230-0045, Japan
| | - Yasushi Furuichi
- Department of Oral Rehabilitation, Division of Periodontology and Endodontology, School of Dentistry, Health Sciences University of Hokkaido, Tobetsu, Hokkaido, 061-0293, Japan
| | - Kari E North
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC 27516, USA
| | - Steve Offenbacher
- Department of Periodontology, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Erik Ingelsson
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA.,Stanford Cardiovascular Institute, Stanford University, Stanford, CA, 94305, USA.,Stanford Diabetes Research Center, Stanford University, Stanford, CA, 94305, USA
| | - Paul W Franks
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University, Malmö, SE-214 28, Sweden.,Department of Public Health and Clinical Medicine, Umeå University, Umeå, SE-901 87, Sweden.,Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Nicholas J Timpson
- Medical Research Council Integrative Epidemiology Unit, Bristol Medical School, Bristol, BS8 2BN, UK
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