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Wang Y, Ni B, Xiao Y, Lin Y, Zhang Y. A novel nomogram for predicting risk of hypertension in US adults with periodontitis: National Health and Nutrition Examination Survey (NHANES) 2009-2014. Medicine (Baltimore) 2023; 102:e36659. [PMID: 38134101 PMCID: PMC10735070 DOI: 10.1097/md.0000000000036659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 11/22/2023] [Indexed: 12/24/2023] Open
Abstract
The goal of our study was to create a nomogram to predict the risk of developing hypertension in patients with periodontitis. Our study used data from a total of 3196 subjects from the National Health and Nutrition Examination Survey 2009 to 2014 who had ever been diagnosed with periodontitis. The data set was randomly divided into a training set and a validation set according to a 7:3 ratio. The data from the training set was utilized to build the prediction model, while the validation set were used to validate the model. To identify the risk variables, stepwise regression was used to perform successive univariate and multivariate logistic regression analysis. The predictive ability of the nomogram model was evaluated using receiver operating characteristic curve. Calibration plots were used to assess the consistency of the prediction model. The clinical value of the model was evaluated using decision curve analysis and clinical impact curve. A nomogram for the risk of hypertension in subjects with periodontitis was constructed in accordance with the 8 predictors identified in this study. The areas under the receiver operating characteristic curve values for the training set and validation set were 0.922 (95% confidence interval: 0.911-0.933) and 0.918 (95% confidence interval: 0.900-0.935), respectively, indicating excellent discrimination. The decision curve analysis and clinical impact curve suggested that the model has significant clinical applications, and the calibration plots of the training set and validation set demonstrated good consistency. The nomogram can effectively predict the risk of hypertension in patients with periodontitis and help clinicians make better clinical decisions.
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Affiliation(s)
- Yicheng Wang
- Department of Cardiovascular Medicine, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, Fujian, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
- The Graduate School of Fujian Medical University, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
| | - Binghang Ni
- Department of Cardiovascular Medicine, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, Fujian, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
- The Graduate School of Fujian Medical University, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
| | - Yuan Xiao
- Department of Cardiovascular Medicine, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, Fujian, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
- The Graduate School of Fujian Medical University, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
| | - Yichang Lin
- Department of Cardiovascular Medicine, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, Fujian, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
- The Graduate School of Fujian Medical University, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
| | - Yan Zhang
- Department of Cardiovascular Medicine, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, Fujian, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
- The Graduate School of Fujian Medical University, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
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Preisser J, Moss K, Finlayson T, Jones J, Weintraub J. Prediction Model Development and Validation of 12-Year Incident Edentulism of Older Adults in the United States. JDR Clin Trans Res 2023; 8:384-393. [PMID: 35945823 PMCID: PMC10504805 DOI: 10.1177/23800844221112062] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022] Open
Abstract
INTRODUCTION Edentulism affects health and quality of life. OBJECTIVES Identify factors that predict older adults becoming edentulous over 12 y in the US Health and Retirement Study (HRS) by developing and validating a prediction model. METHODS The HRS includes data on a representative sample of US adults aged >50 y. Selection criteria included participants in 2006 and 2018 who answered, "Have you lost all of your upper and lower natural permanent teeth?" Persons who answered "no" in 2006 and "yes" in 2018 experienced incident edentulism. Excluding 2006 edentulous, the data set (n = 4,288) was split into selection (70%, n = 3,002) and test data (30%, n = 1,286), and Monte Carlo cross-validation was applied to 500 random partitions of the selection data into training (n = 1,716) and validation (n = 1,286) data sets. Fitted logistic models from the training data sets were applied to the validation data sets to obtain area under the curve (AUC) for 32 candidate models. Six variables were included in all models (age, race/ethnicity, gender, education, smoking, last dental visit) while all combinations of 5 variables (income, alcohol use, self-rated health, loneliness, cognitive status) were considered for inclusion. The best parsimonious model based on highest mean AUC was fitted to the selection data set to obtain a final prediction equation. It was applied to the test data to estimate AUC and 95% confidence interval using 1,000 bootstrap samples. RESULTS From 2006 to 2018, 9.7% of older adults became edentulous. The 2006 mean (SD) age was 66.7 (8.7) for newly edentulous and 66.3 (8.4) for dentate (P = 0.31). The baseline 6-variable model mean AUC was 0.740. The 7-variable model with cognition had AUC = 0.749 and test data AUC = 0.748 (95% confidence interval, 0.715-0.781), modestly improving prediction. Negligible improvement was gained from adding more variables. CONCLUSION Cognition information improved the 12-y prediction of becoming edentulous beyond the modifiable risk factors of smoking and dental care use, as well as nonmodifiable demographic factors. KNOWLEDGE TRANSFER STATEMENT This prediction modeling and validation study identifies cognition as well as modifiable (dental care use, smoking) and nonmodifiable factors (race, ethnicity, gender, age, education) associated with incident complete tooth loss in the United States. This information is useful for the public, dental care providers, and health policy makers in improving approaches to preventive care, oral and general health, and quality of life for older adults.
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Affiliation(s)
- J.S. Preisser
- Biostatistics, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - K. Moss
- Division of Comprehensive Oral Health University of North Carolina at Chapel Hill, Adams School of Dentistry, Chapel Hill, NC, USA
| | - T.L. Finlayson
- Health Management and Policy, San Diego State University School of Public Health, San Diego, CA, USA
| | - J.A. Jones
- University of Detroit Mercy, Detroit, MI, USA
| | - J.A. Weintraub
- Division of Pediatric and Public Health, University of North Carolina at Chapel Hill, Adams School of Dentistry, Chapel Hill, NC, USA
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Banakar M, Sadabadi Y, Mehran M, Abbasi F. Beyond the mouth: the impact of periodontal disease on dementia. Evid Based Dent 2023; 24:138-139. [PMID: 37558763 DOI: 10.1038/s41432-023-00925-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 07/27/2023] [Indexed: 08/11/2023]
Abstract
DATA SOURCES The authors searched Medline via PubMed, Scopus, CINAHL, Web of Science, and PsycINFO for relevant studies published until April 2022. STUDY SELECTION Longitudinal studies that assessed periodontal health as the exposure and cognitive decline and/or dementia as the outcome were included. Case reports, reviews, cross-sectional studies, and animal studies were excluded. DATA EXTRACTION AND SYNTHESIS: Two authors independently reviewed studies for inclusion, extracted data, and assessed study quality. Meta-analysis was conducted to generate pooled odds ratios (ORs) for cognitive decline and hazard ratios (HRs) for dementia. Sources of heterogeneity were explored through subgroup analyses. RESULTS A total of 24 studies were included for cognitive decline and 23 for dementia. Poor periodontal health was associated with increased odds of cognitive decline (OR = 1.23; 95% CI: 1.05-1.44) and dementia (HR = 1.21; 95% CI: 1.07-1.38). Tooth loss also appeared to increase the risk independently. However, significant heterogeneity existed between studies. CONCLUSIONS Poor periodontal health may increase the risk of cognitive decline and dementia, but the quality of evidence was low. Further high-quality, longitudinal studies with standardized assessments are needed to establish causality.
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Affiliation(s)
- Morteza Banakar
- Dental Research Center, Dentistry Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
- Department of Pediatric Dentistry, Faculty of Dentistry, Shahed University, Tehran, Iran.
| | - Yoones Sadabadi
- Department of Pediatric Dentistry, Faculty of Dentistry, Shahed University, Tehran, Iran
| | - Majid Mehran
- Department of Pediatric Dentistry, Faculty of Dentistry, Shahed University, Tehran, Iran
| | - Farid Abbasi
- Department of Oral Medicine, Faculty of Dentistry, Shahed University, Tehran, Iran
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Marruganti C, Baima G, Aimetti M, Grandini S, Sanz M, Romandini M. Periodontitis and low cognitive performance: A population-based study. J Clin Periodontol 2023; 50:418-429. [PMID: 36644802 DOI: 10.1111/jcpe.13779] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 01/09/2023] [Accepted: 01/11/2023] [Indexed: 01/17/2023]
Abstract
AIM To study the epidemiological association between periodontitis and low cognitive performance among older adults, within a representative sample of the U.S. POPULATION MATERIALS AND METHODS Data from 2086 older adults (≥60 years old), representative of 77.1 million people, were retrieved from the NHANES 2011-2014 database. Periodontitis cases were identified and classified according to the AAP/CDC criteria (mild, moderate, and severe). Cognitive function was assessed through the Consortium to Establish a Registry for Alzheimer's disease (CERAD), the animal fluency test (AFT), the digit symbol substitution test (DSST), and the global cognition score. The lowest non-survey weighted quartile for each cognitive test was defined as low cognitive performance. Simple and multiple regression analyses were performed. RESULTS Moderate and severe periodontitis were significantly associated with a low DSST performance (OR = 1.66 and OR = 2.97, respectively). Each millimetre increase in mean CAL was associated with a lower AFT (OR = 1.44), DSST (OR = 1.86), and global cognition (OR = 1.50) performance. CONCLUSIONS The findings of the present study suggest the existence of an independent association between periodontitis and low cognitive performance among older adults (≥60 years old).
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Affiliation(s)
- Crystal Marruganti
- Unit of Periodontology, Endodontology and Restorative Dentistry, Department of Medical Biotechnologies, University of Siena, Siena, Italy
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
- Sub-Unit of Periodontology, Halitosis and Periodontal Medicine, University Hospital of Pisa, Pisa, Italy
| | - Giacomo Baima
- Department of Surgical Sciences, C.I.R. Dental School, University of Turin, Turin, Italy
- University of Turin, Polytechnic of Turin, Turin, Italy
| | - Mario Aimetti
- Department of Surgical Sciences, C.I.R. Dental School, University of Turin, Turin, Italy
- University of Turin, Polytechnic of Turin, Turin, Italy
| | - Simone Grandini
- Unit of Periodontology, Endodontology and Restorative Dentistry, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Mariano Sanz
- Faculty of Odontology, University Complutense, Madrid, Spain
| | - Mario Romandini
- Faculty of Odontology, University Complutense, Madrid, Spain
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Wright JT. The human microbiome: The mouth and beyond. J Am Dent Assoc 2023; 154:277-278. [PMID: 36841691 DOI: 10.1016/j.adaj.2023.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2023]
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Al Bayaty FH, Mahmod SA, Jamil Al-Obaidi MM, Emad Ibrahim O, Dahir A, Adam FA, Albandar JM. Effect of osteoarthritis on alveolar bone loss in experimental periodontitis in rats. J Periodontal Res 2023; 58:22-28. [PMID: 36321414 DOI: 10.1111/jre.13064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/30/2022] [Accepted: 10/07/2022] [Indexed: 01/17/2023]
Abstract
BACKGROUND There is scarce information about the relationship between periodontal disease and osteoarthritis. This study investigated the effect of surgically induced osteoarthritis on alveolar bone loss in experimental periodontitis in rats. METHODS 12 rats were divided into test and control groups. On day 1, the animals were anaesthetized, and silk ligatures were ligated around 6 maxillary posterior teeth in each animal from both groups. Surgical induction of osteoarthritis was performed on the left knees in the test group. No knee surgeries were performed in the control group. The ligatures were kept in place for 30 days, at which time the animals were euthanatized, and the maxillae and knee joints were harvested and processed for histological analysis. The alveolar bone loss was assessed using a zoom stereomicroscope. RESULTS The knee joint histologic sections of the control group showed normal joint features, whereas in the test group there were substantial changes typical of osteoarthritis, including wide joint spaces, prominent monocytic infiltration of the synovium, invasion of periarticular bone, and decreased chondrocyte density. Comparison of the bone height between the groups showed a significantly higher bone loss in the test than in the control group The marginal mean bone height, adjusted for covariates and the intraclass correlation between sites, was 1.19 and 0.78 mm in the test and control groups, respectively (p < .0001). CONCLUSIONS Surgically induced osteoarthritis leads to greater alveolar bone loss in the experimental periodontitis model in rats.
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Affiliation(s)
- Fouad H Al Bayaty
- Center for Periodontology Studies, Faculty of Dentistry, Universiti Teknologi MARA, Campus Sg Buloh, Jalan Hospital, Sungai Buloh, Malaysia
| | - Suhaeb A Mahmod
- Hospital Gleaneagles Medini Johor Bahru, Iskandar Puteri, Malaysia
| | | | - Omar Emad Ibrahim
- Pathology Department, International Medical School (IMS), Management & Science University (MSU), Shah Alam, Malaysia
| | - Akil Dahir
- International Medical University, Federal Territory of Kuala Lumpur, Malaysia
| | - Fara Azwin Adam
- Center for Periodontology Studies, Faculty of Dentistry, Universiti Teknologi MARA, Campus Sg Buloh, Jalan Hospital, Sungai Buloh, Malaysia
| | - Jasim M Albandar
- Department of Periodontology and Oral Implantology, Temple University School of Dentistry, Philadelphia, Pennsylvania, USA
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The Mechanistic Pathways of Periodontal Pathogens Entering the Brain: The Potential Role of Treponema denticola in Tracing Alzheimer’s Disease Pathology. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19159386. [PMID: 35954742 PMCID: PMC9368682 DOI: 10.3390/ijerph19159386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/26/2022] [Accepted: 07/27/2022] [Indexed: 11/20/2022]
Abstract
Alzheimer’s Disease (AD) is a complex neurodegenerative disease and remains the most common form of dementia. The pathological features include amyloid (Aβ) accumulation, neurofibrillary tangles (NFTs), neural and synaptic loss, microglial cell activation, and an increased blood–brain barrier permeability. One longstanding hypothesis suggests that a microbial etiology is key to AD initiation. Among the various periodontal microorganisms, Porphyromonas gingivalis has been considered the keystone agent to potentially correlate with AD, due to its influence on systemic inflammation. P. gingivalis together with Treponema denticola and Tannerella forsythia belong to the red complex consortium of bacteria advocated to sustain periodontitis within a local dysbiosis and a host response alteration. Since the implication of P. gingivalis in the pathogenesis of AD, evidence has emerged of T. denticola clusters in some AD brain tissue sections. This narrative review explored the potential mode of spirochetes entry into the AD brain for tracing pathology. Spirochetes are slow-growing bacteria, which can hide within ganglia for many years. It is this feature in combination with the ability of these bacteria to evade the hosts’ immune responses that may account for a long lag phase between infection and plausible AD disease symptoms. As the locus coeruleus has direct connection between the trigeminal nuclei to periodontal free nerve endings and proprioceptors with the central nervous system, it is plausible that they could initiate AD pathology from this anatomical region.
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