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West NX, Gormley A, Pollard AJ, Izzetti R, Marruganti C, Graziani F. Evaluating the Performance and Implementation of the 2018 Classification of Periodontal Diseases: A Systematic Review and Survey. J Clin Periodontol 2025. [PMID: 40337896 DOI: 10.1111/jcpe.14170] [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: 10/27/2024] [Revised: 03/17/2025] [Accepted: 04/08/2025] [Indexed: 05/09/2025]
Abstract
AIM To evaluate the performance and implementation of the 2018 Classification of Periodontal Diseases for periodontitis through systematic review and survey methodology. MATERIALS AND METHODS A two-part systematic review was conducted. Part 1 aimed, with descriptive statistics, to evaluate performance metrics of the 2018 Classification, including diagnostic accuracy, prognostic performance and examiner reliability. Part 2 used thematic analysis to elucidate facilitators and barriers to the implementation of the classification. A survey collected evidence of barriers, facilitators and local implementation. RESULTS Part 1 of this review included 14 individual studies of moderate risk of bias. Eight studies examined diagnostic accuracy, three studies examined prognostic efficacy and three studies examined inter-/intra-rater reliability. Part 2 included 33 individual studies with data considered at high risk of bias. The survey returned 1113 responses. The thematic analysis in Part 2 led to seven findings, five related to facilitators and two concerning barriers to the implementation. Survey results showed that 78% of respondents currently use the classification, but the most common concerns relate to its complexity. CONCLUSIONS The 2018 Classification performs well as a classification in comparison with previous classifications. Specific identified barriers have potentially limited the comprehensive uptake of the classification.
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Affiliation(s)
- Nicola X West
- Clinical Trials Unit, Periodontology, Bristol Dental School, University of Bristol, Bristol, UK
| | - Alexander Gormley
- Clinical Trials Unit, Periodontology, Bristol Dental School, University of Bristol, Bristol, UK
| | - Alexander J Pollard
- Clinical Trials Unit, Periodontology, Bristol Dental School, University of Bristol, Bristol, UK
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2
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Wang P, Gao L, Ning Y, Zheng Y, Zhang C, Tan L, Zhao C. Implementation of Chief Complaint-Based Clinical Reasoning Training in Periodontal Internships. Int Dent J 2025; 75:1302-1310. [PMID: 39358172 PMCID: PMC11976622 DOI: 10.1016/j.identj.2024.09.020] [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: 05/07/2024] [Revised: 08/15/2024] [Accepted: 09/15/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND The gap between theoretical knowledge and clinical skills highlights the need for clinical reasoning training curriculum in periodontal education, especially in periodontal internships. This study aims to develop a Chief Complaint-Based Clinical Reasoning Training (CCB-CRT) program and evaluate its impact on periodontal interns' clinical reasoning abilities and overall performance. METHODS The CCB-CRT program was developed based on eight common chief complaints (CCs) identified through surveys of periodontal specialists and an analysis of patient visit data from a university-affiliated hospital's periodontal clinic. The study involved a comparison between a control group of fifth-year dental students (2021) and a CCB-CRT group (2022). Both groups completed an 8-week training course. The CCB-CRT group received additional training focused on the 8 common CCs, using student-led discussions, flipped classroom, mind mapping, and presentations. Evaluation criteria included overall performance, disease diagnosis and treatment plan, misdiagnosis rates, and students' satisfaction. RESULTS After 1 year of CCB-CRT implementation, participants in the CCB-CRT group showed substantial improvements in overall performance, diagnostic accuracy, and satisfaction compared to traditional teaching methods. The program enhanced students' understanding of theoretical knowledge, improved their interpretation of clinical manifestations and examination results, and enhanced their clinical reasoning skills and diagnostic accuracy. CONCLUSIONS The successful application of the CCB-CRT program in periodontology education demonstrates its efficacy in improving clinical reasoning skills and diagnostic efficiency among students. The structured approach facilitates the transition from theoretical knowledge to practical application, contributing to better patient care in periodontal practice.
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Affiliation(s)
- Panpan Wang
- Guangdong Provincial Key Laboratory of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China; Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Li Gao
- Guangdong Provincial Key Laboratory of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China; Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yang Ning
- Guangdong Provincial Key Laboratory of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China; Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yue Zheng
- Guangdong Provincial Key Laboratory of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Chi Zhang
- Guangdong Provincial Key Laboratory of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China; Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Lingping Tan
- Guangdong Provincial Key Laboratory of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China; Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Chuanjiang Zhao
- Guangdong Provincial Key Laboratory of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China; Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China.
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3
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Seriwatanachai D, Triratana T, Kraivaphan P, Huber N, Poth T, Mateo LR, Stellitano M, Zhang YP. Effectiveness of a novel amine + zinc + fluoride toothpaste in reducing plaque and gingivitis: results of a six-month randomized controlled trial. BMC Oral Health 2025; 25:188. [PMID: 39910536 PMCID: PMC11795995 DOI: 10.1186/s12903-025-05551-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: 11/01/2024] [Accepted: 01/24/2025] [Indexed: 02/07/2025] Open
Abstract
OBJECTIVES To evaluate the efficacy of a toothpaste containing amine compound, 0.5% zinc lactate, and 1400 ppm F (NaF) in comparison to a regular fluoride toothpaste containing 1450 ppm F as MFP/NaF (negative control). Plaque and gingivitis indices were determined over a 6-month period. MATERIALS AND METHODS In a randomized, double-blind, two-cell, parallel-group design on healthy adults from the Bangkok, Thailand area presenting with initial gingivitis (Löe-Silness gingival index ≥ 1) and visible plaque (Turesky Modification-Quigley-Hein index ≥ 1.5) were assigned test and negative control toothpastes and instructed to brush twice daily for two minutes. RESULTS Site-level (N = 10,778) and subject-level (N = 92) data indicated that the test toothpaste increased the number of healthy sites and improved gum health as compared to the negative control toothpaste. For the test group, after 6 months, the average reduction for plaque, gingival index, and gingival severity was 31.2%, 32.3%, and 49.3%, respectively. Average reductions were greater in the test group than the negative control group across all measures. CONCLUSIONS The amine + zinc + fluoride toothpaste significantly improved measures of plaque (12× more effective) and gingivitis (5× more effective) in comparison to a standard fluoride toothpaste, suggesting that the novel formulation with antibacterial active ingredients amine and zinc facilitates more effective plaque removal, and promotes gingival health. CLINICAL RELEVANCE These results suggest that daily use of amine + zinc + fluoride toothpaste can provide a significant improvement in managing plaque accumulation and bleeding associated with gingival inflammation especially for patients experiencing gingivitis. CLINICAL TRIAL REGISTRATION NCT06563518 (registration date: August 19, 2024).
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Affiliation(s)
| | | | | | | | - Tilo Poth
- Colgate-Palmolive Europe Sàrl, Therwil, Switzerland
| | - Luis R Mateo
- LRM Statistical Consulting, West Orange, NJ, USA
| | - Melissa Stellitano
- Colgate-Palmolive Co, Piscataway, NJ, USA.
- , 909 River Rd. Office - B207, Piscataway, NJ, 08854, USA.
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Saleh W, Ata F, Nosser NA, Mowafey B. Correlation of serum vitamin D and IL-8 to stages of periodontitis: a case-control analysis. Clin Oral Investig 2024; 28:645. [PMID: 39549082 PMCID: PMC11568973 DOI: 10.1007/s00784-024-06025-2] [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: 07/15/2024] [Accepted: 10/28/2024] [Indexed: 11/18/2024]
Abstract
OBJECTIVES The current literature lacks the correlation between serum levels of vitamin D and interleukin-8 (IL-8) to the stages of periodontitis. The present research objectives are to evaluate the serum levels of vitamin D and IL-8 in periodontitis participants and healthy controls and to measure their correlation with the stages of periodontitis. METHODS The current case-control study was conducted on patients with periodontitis and healthy controls. After obtaining a questionnaire from the participants, the following clinical parameters were measured; periodontal probing depth (PPD), clinical attachment loss (CAL), plaque index (PI), gingival index (GI), bleeding on probing (BOP), and tooth count. The serum levels of vitamin D and IL-8 were measured using ELISA kits. Then, we measured the correlation of the stages of periodontitis with the serum levels of vitamin D and IL-8. RESULTS Ninety-eight participants; 52 with periodontitis and 46 healthy controls were included. The patients with periodontitis showed a significantly lower level of vitamin D, higher PPD, CAL, BOP, and lower number of teeth than the controls. In addition, serum vitamin D significantly correlated with the stages of periodontitis. Serum IL-8 showed no significant difference between the study and control groups while it does not significantly correlate with the stages of periodontitis. CONCLUSION The current study's findings suggest a potential association between serum level of vitamin D with severity of periodontitis which necessitates screening vitamin D status in patients with periodontitis and investigating the possibility of vitamin D supplementation in decreasing the progression of periodontitis.
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Affiliation(s)
- Wafaa Saleh
- Oral Medicine, Periodontology, Diagnosis and Oral Radiology Department, Faculty of Dentistry, Mansoura University, Mansoura, 33516, Egypt.
| | - Fatma Ata
- Oral Medicine, Periodontology, Diagnosis and Oral Radiology Department, Faculty of Dentistry, Mansoura University, Mansoura, 33516, Egypt
| | - Nessma A Nosser
- Clinical Pathology Department, Faculty of Medicine, Mansoura University, Mansoura, 33516, Egypt
| | - Bassant Mowafey
- Oral Medicine, Periodontology, Diagnosis and Oral Radiology Department, Faculty of Dentistry, Mansoura University, Mansoura, 33516, Egypt
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Li A, Chen Y, Du M, Deng K, Cui X, Lin C, Tjakkes GHE, Zhuang X, Hu S. Healthy lifestyles ameliorate an increased risk of periodontitis associated with polycyclic aromatic hydrocarbons. CHEMOSPHERE 2024; 364:143086. [PMID: 39146990 DOI: 10.1016/j.chemosphere.2024.143086] [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: 01/03/2024] [Revised: 05/26/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024]
Abstract
The risk of chronic inflammatory diseases has been linked to exposure to polycyclic aromatic hydrocarbons (PAHs). However, limited data are available regarding their impact on periodontitis. This study aims to explore the association between PAHs and periodontitis while also evaluating the potential modifying effects of healthy lifestyles. We included 17,031 participants from the US National Health and Nutrition Examination Survey (NHANES, 2001-2004 and 2009-2014). A meta-analysis-based environment-wide association study (EWAS) was adopted to identify environmental chemicals for the mean probing pocket depth (PPD) and the mean attachment loss (AL). PAHs were further evaluated concerning the cross-sectional association with Mod/Sev periodontitis using multivariable logistic regression models. Moreover, healthy lifestyle scores were estimated to assess their modifying effect on the PAH-periodontitis association. EWAS analysis identified several urinary PAH metabolites as significant risk factors for the mean PPD and AL (false discovery rate <0.05, Q > 0.05). Periodontitis severity was positively associated with eight individual and total PAH concentrations. Stratifying the participants in terms of healthy lifestyle scores did not reveal any association in the healthy group. Moreover, the association weakened in never-smokers and individuals with sufficient physical activity and normal weight. PAH exposure was a risk factor for periodontitis. A healthier lifestyle was observed to offset the risk potentials of PAHs for periodontitis. Smoking cessation, physical activity, and weight loss might be recommended as a healthy lifestyle strategy for ameliorating PAH-related periodontitis.
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Affiliation(s)
- An Li
- Department of Periodontology, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, China; Department of Periodontology, Center for Dentistry and Oral Hygiene, University Medical Center Groningen (UMCG), University of Groningen, Groningen, the Netherlands
| | - Yuntao Chen
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Mi Du
- School and Hospital of Stomatology, Cheeloo College of Medicine, Shandong University & Shandong Key Laboratory of Oral Tissue Regeneration, Shandong Engineering Laboratory for Dental Materials and Oral Tissue Regeneration, Jinan, China
| | - Ke Deng
- Division of Periodontology and Implant Dentistry, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Xin Cui
- School of Clinical Medicine, Weifang Medical University, Weifang, China; Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Chunhua Lin
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Geerten-Has E Tjakkes
- Department of Periodontology, Center for Dentistry and Oral Hygiene, University Medical Center Groningen (UMCG), University of Groningen, Groningen, the Netherlands
| | - Xiaodong Zhuang
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China.
| | - Shixian Hu
- Institute of Precision Medicine, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China; Department of Gastroenterology and Hepatology, UMCG, University of Groningen, Groningen, the Netherlands.
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Wada E, Ito C, Shinohara M, Handa S, Maetani M, Yasugi M, Miyake M, Sakamoto T, Yazawa A, Kamitani S. Prunin Laurate Derived from Natural Substances Shows Antibacterial Activity against the Periodontal Pathogen Porphyromonas gingivalis. Foods 2024; 13:1917. [PMID: 38928857 PMCID: PMC11202431 DOI: 10.3390/foods13121917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/03/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
Periodontal disease is an inflammatory disease caused by infection with periodontopathogenic bacteria. Oral care is essential to prevent and control periodontal disease, which affects oral and systemic health. However, many oral hygiene products currently on the market were developed as disinfectants, and their intense irritation makes their use difficult for young children and older people. This study investigated the antibacterial effects of prunin laurate (Pru-C12) and its analogs on periodontopathogenic bacteria, Porphyromonas gingivalis (P. gingivalis). Pru-C12 and its analogs inhibited in vitro bacterial growth at more than 10 μM and biofilm formation at 50 µM. Among its analogs, only Pru-C12 showed no cytotoxicity at 100 µM. Three of the most potent inhibitors also inhibited the formation of biofilms. Furthermore, Pru-C12 inhibited alveolar bone resorption in a mouse experimental periodontitis model by P. gingivalis infection. These findings may be helpful in the development of oral hygiene products for the prevention and control of periodontal disease and related disorders.
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Affiliation(s)
- Erika Wada
- Nutrition Support Course, Graduate School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (A.Y.)
| | - Chiharu Ito
- Division of Clinical Nutrition, School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (M.M.)
| | - Mai Shinohara
- Nutrition Support Course, Graduate School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (A.Y.)
| | - Satoshi Handa
- Graduate School of Agriculture, Osaka Metropolitan University, Sakai 599-8531, Osaka, Japan; (S.H.); (T.S.)
| | - Miki Maetani
- Division of Clinical Nutrition, School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (M.M.)
| | - Mayo Yasugi
- Graduate School of Veterinary Science, Osaka Metropolitan University, Izumisano 598-8531, Osaka, Japan; (M.Y.); (M.M.)
| | - Masami Miyake
- Graduate School of Veterinary Science, Osaka Metropolitan University, Izumisano 598-8531, Osaka, Japan; (M.Y.); (M.M.)
| | - Tatsuji Sakamoto
- Graduate School of Agriculture, Osaka Metropolitan University, Sakai 599-8531, Osaka, Japan; (S.H.); (T.S.)
| | - Ayaka Yazawa
- Nutrition Support Course, Graduate School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (A.Y.)
- Division of Clinical Nutrition, School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (M.M.)
- Department of Nutrition, Graduate School of Human Life & Ecology, Osaka Metropolitan University, Habikino 583-8555, Osaka, Japan
| | - Shigeki Kamitani
- Nutrition Support Course, Graduate School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (A.Y.)
- Division of Clinical Nutrition, School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino 583-8555, Osaka, Japan (M.M.)
- Department of Nutrition, Graduate School of Human Life & Ecology, Osaka Metropolitan University, Habikino 583-8555, Osaka, Japan
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Chow DY, Tay JRH, Nascimento GG. Systematic Review of Prognosis Models in Predicting Tooth Loss in Periodontitis. J Dent Res 2024; 103:596-604. [PMID: 38726948 DOI: 10.1177/00220345241237448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2024] Open
Abstract
This study reviews and appraises the methodological and reporting quality of prediction models for tooth loss in periodontitis patients, including the use of regression and machine learning models. Studies involving prediction modeling for tooth loss in periodontitis patients were screened. A search was performed in MEDLINE via PubMed, Embase, and CENTRAL up to 12 February 2022, with citation chasing. Studies exploring model development or external validation studies for models assessing tooth loss in periodontitis patients for clinical use at any time point, with all prediction horizons in English, were considered. Studies were excluded if models were not developed for use in periodontitis patients, were not developed or validated on any data set, predicted outcomes other than tooth loss, or were prognostic factor studies. The CHARMS checklist was used for data extraction, TRIPOD to assess reporting quality, and PROBAST to assess the risk of bias. In total, 4,661 records were screened, and 45 studies were included. Only 26 studies reported any kind of performance measure. The median C-statistic reported was 0.671 (range, 0.57-0.97). All studies were at a high risk of bias due to inappropriate handling of missing data (96%), inappropriate evaluation of model performance (92%), and lack of accounting for model overfitting in evaluating model performance (68%). Many models predicting tooth loss in periodontitis are available, but studies evaluating these models are at a high risk of bias. Model performance measures are likely to be overly optimistic and might not be replicated in clinical use. While this review is unable to recommend any model for clinical practice, it has collated the existing models and their model performance at external validation and their associated sample sizes, which would be helpful to identify promising models for future external validation studies.
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Affiliation(s)
- D Y Chow
- Department of Restorative Dentistry, National Dental Centre Singapore, Singapore
| | - J R H Tay
- Department of Restorative Dentistry, National Dental Centre Singapore, Singapore
| | - G G Nascimento
- National Dental Research Institute Singapore, National Dental Centre Singapore, Singapore
- ORH ACP, Duke-NUS Medical School Singapore, Singapore
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Saleh MHA, Dias DR, Mandil O, Oliveira RPD, Alrmali A, Araújo MG, Wang HL, Barath Z, Urban IA. Influence of residual pockets on periodontal tooth loss: A retrospective analysis. J Periodontol 2024; 95:444-455. [PMID: 38112067 DOI: 10.1002/jper.23-0448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/03/2023] [Accepted: 11/20/2023] [Indexed: 12/20/2023]
Abstract
BACKGROUND Individuals enrolled in supportive periodontal therapy (SPT) can still present with tooth loss due to periodontitis (TLP). There is limited evidence on the influence of residual pockets (RPc) and a defined "threshold" at which a patient's profile is set to be at high risk for TLP in the literature. Therefore, this study aimed to assess the influence of RPc on TLP and determine the prognostic performance of RPc compared to the staging and grading of periodontitis on TLP risk. METHODS Clinical data from 168 patients (3869 teeth) treated for periodontitis and receiving SPT for at least 10 years were evaluated in this retrospective study. TLP and the percentage of sites with RPc ≥ 5 mm or ≥6 mm per patient were collected. The prognostic performance of RPc was compared to the staging and grading of the disease on TLP using a multilevel Cox proportional hazard regression model. RESULTS Over a median follow-up of 25 years, 13.7% of teeth were lost, 4.6% of which were due to periodontitis. Most patients with TLP had ≥1 site with RPc ≥5 mm (90.8%) or ≥6 mm (77.6%). Multivariate multilevel Cox regression revealed that patients with >15% of sites with RPc ≥5 mm had a hazard ratio of 2.34, and grade C had a hazard ratio of 4.6 for TLP compared to RPc ≤4 mm/grade A. Grading exhibited the best discrimination and model fit. CONCLUSION Patients with RPc ≥5 mm at >15% of the sites are at risk for tooth loss. Grading and RPc ≥5 mm displayed very good predictive capability of TLP.
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Affiliation(s)
- Muhammad H A Saleh
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA
| | - Debora R Dias
- Department of Dentistry, State University of Maringá, Maringá, Paraná, Brazil
- Department of Periodontics and Preventive Dentistry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Obada Mandil
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA
| | | | - Abdusalam Alrmali
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA
| | - Maurício G Araújo
- Department of Dentistry, State University of Maringá, Maringá, Paraná, Brazil
| | - Hom-Lay Wang
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA
| | - Zoltan Barath
- Department of Prosthetic Dentistry, University of Szeged, Szeged, Hungary
| | - Istvan A Urban
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA
- Department of Prosthetic Dentistry, University of Szeged, Szeged, Hungary
- Department of Oral Medicine, Infection Control and Immunity, Harvard University, Boston, Massachusetts, USA
- Urban Regeneration Institute, Budapest, Hungary
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Holtfreter B, Kuhr K, Borof K, Tonetti MS, Sanz M, Kornman K, Jepsen S, Aarabi G, Völzke H, Kocher T, Krois J, Papapanou PN. ACES: A new framework for the application of the 2018 periodontal status classification scheme to epidemiological survey data. J Clin Periodontol 2024; 51:512-521. [PMID: 38385950 DOI: 10.1111/jcpe.13965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 01/30/2024] [Accepted: 02/03/2024] [Indexed: 02/23/2024]
Abstract
AIM To propose a framework for consistently applying the 2018 periodontal status classification scheme to epidemiological surveys (Application of the 2018 periodontal status Classification to Epidemiological Survey data, ACES). PROPOSED FRAMEWORK We specified data requirements and workflows for either completed or planned epidemiological surveys, utilizing commonly collected measures of periodontal status (clinical attachment levels [CAL], probing depths, bleeding on probing), as well as additional necessary variables for the implementation of the 2018 periodontal status classification (tooth loss due to periodontitis and complexity factors). Following detailed instructions and flowcharts, survey participants are classified as having periodontal health, gingivitis or periodontitis. Rates of edentulism must also be reported. In cases of periodontitis, instructions on how to compute the stage and extent are provided. Assessment of grade can be derived from CAL measurements (or from radiographic alveolar bone loss data) in relation to root length and the participant's age. CONCLUSIONS ACES is a framework to be used in epidemiological studies of periodontal status that (i) have been completed, and in which stage and grade according to the 2018 classification are inferred retroactively, or (ii) are being planned. Consistent use of the proposed comprehensive approach will facilitate the comparability of periodontitis prevalence estimates across studies.
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Affiliation(s)
- Birte Holtfreter
- Department of Restorative Dentistry, Periodontology Endodontology and Preventive and Pediatric Dentistry, University Medicine Greifswald, Greifswald, Germany
| | - Kathrin Kuhr
- Health Care Research and Epidemiology, Institute of German Dentists (IDZ), Cologne, Germany
| | - Katrin Borof
- Department of Periodontics, Preventive and Restorative Dentistry, Center for Dental and Oral Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Maurizio S Tonetti
- Shanghai PerioImplant Innovation Centre, Department of Oral and Maxillofacial Implantology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, National Centre for Stomatology, Shanghai, China
- National Clinical Research Centre for Oral Diseases, Shanghai, China
- Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Mariano Sanz
- Department of Dental Clinical Specialties, ETEP Research Group, Faculty of Odontology, University Complutense of Madrid, Madrid, Spain
| | - Kenneth Kornman
- Department of Periodontics and Oral Medicine, The University of Michigan-School of Dentistry, Ann Arbor, Michigan, USA
| | - Søren Jepsen
- Department of Periodontology, Operative and Preventive Dentistry, University of Bonn, Bonn, Germany
| | - Ghazal Aarabi
- Department of Periodontics, Preventive and Restorative Dentistry, Center for Dental and Oral Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Henry Völzke
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Thomas Kocher
- Department of Restorative Dentistry, Periodontology Endodontology and Preventive and Pediatric Dentistry, University Medicine Greifswald, Greifswald, Germany
| | - Joachim Krois
- Department of Oral Diagnostics, Digital Health and Health Services Research, Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Panos N Papapanou
- Division of Periodontics, Section of Oral, Diagnostic and Rehabilitation Sciences, College of Dental Medicine, Columbia University, New York, New York, USA
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10
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Lee CT, Zhang K, Li W, Tang K, Ling Y, Walji MF, Jiang X. Identifying predictors of the tooth loss phenotype in a large periodontitis patient cohort using a machine learning approach. J Dent 2024; 144:104921. [PMID: 38437976 DOI: 10.1016/j.jdent.2024.104921] [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: 10/14/2023] [Revised: 02/17/2024] [Accepted: 03/01/2024] [Indexed: 03/06/2024] Open
Abstract
OBJECTIVES This study aimed to identify predictors associated with the tooth loss phenotype in a large periodontitis patient cohort in the university setting. METHODS Information on periodontitis patients and nineteen factors identified at the initial visit was extracted from electronic health records. The primary outcome is tooth loss phenotype (presence or absence of tooth loss). Prediction models were built on significant factors (single or combinatory) selected by the RuleFit algorithm, and these factors were further adopted by regression models. Model performance was evaluated by Area Under the Receiver Operating Characteristic Curve (AUROC) and Area Under the Precision-Recall Curve (AUPRC). Associations between predictors and the tooth loss phenotype were also evaluated by classical statistical approaches to validate the performance of machine learning models. RESULTS In total, 7840 patients were included. The machine learning model predicting the tooth loss phenotype achieved AUROC of 0.71 and AUPRC of 0.66. Age, periodontal diagnosis, number of missing teeth at baseline, furcation involvement, and tooth mobility were associated with the tooth loss phenotype in both machine learning and classical statistical models. CONCLUSIONS The rule-based machine learning approach improves model explainability compared to classical statistical methods. However, the model's generalizability needs to be further validated by external datasets. CLINICAL SIGNIFICANCE Predictors identified by the current machine learning approach using the RuleFit algorithm had clinically relevant thresholds in predicting the tooth loss phenotype in a large and diverse periodontitis patient cohort. The results of this study will assist clinicians in performing risk assessment for periodontitis at the initial visit.
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Affiliation(s)
- Chun-Teh Lee
- Department of Periodontics and Dental Hygiene, The University of Texas Health Science Center at Houston School of Dentistry, 7500 Cambridge Street, Houston, TX 77054, USA
| | - Kai Zhang
- The University of Texas Health Science Center at Houston School of Biomedical Informatics, 7000 Fannin St, Houston, Texas 77030, USA
| | - Wen Li
- Division of Clinical and Translational Sciences, Department of Internal Medicine, the University of Texas McGovern Medical School at Houston, 6431 Fannin St, Houston, Texas, USA; Biostatistics/Epidemiology/Research Design (BERD) Component, Center for Clinical and Translational Sciences (CCTS), University of Texas Health Science Center at Houston, 7000 Fannin St, Houston, Houston, Texas 77030, USA
| | - Kaichen Tang
- The University of Texas Health Science Center at Houston School of Biomedical Informatics, 7000 Fannin St, Houston, Texas 77030, USA
| | - Yaobin Ling
- The University of Texas Health Science Center at Houston School of Biomedical Informatics, 7000 Fannin St, Houston, Texas 77030, USA
| | - Muhammad F Walji
- The University of Texas Health Science Center at Houston School of Biomedical Informatics, 7000 Fannin St, Houston, Texas 77030, USA; Department of Diagnostic and Biomedical Sciences, The University of Texas Health Science Center at Houston School of Dentistry, 7000 Fannin St., Houston, Texas 77030, USA
| | - Xiaoqian Jiang
- The University of Texas Health Science Center at Houston School of Biomedical Informatics, 7000 Fannin St, Houston, Texas 77030, USA.
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Modin C, Rinon CD, Faham A, Gustafsson A, Yucel-Lindberg T, Jansson L. Periodontitis in young individuals: Important factors for disease progression. J Clin Periodontol 2024; 51:74-85. [PMID: 37803906 DOI: 10.1111/jcpe.13884] [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] [Received: 01/18/2023] [Revised: 08/11/2023] [Accepted: 09/16/2023] [Indexed: 10/08/2023]
Abstract
AIM To investigate the progression of periodontitis in young individuals and identify factors that contribute to progression rate and whether periodontitis stage and grade have an impact on disease progression. MATERIALS AND METHODS This retrospective cohort study was based on patients younger than 36 years at two periodontal clinics between 2003 and 2009. At least 10 years later, a clinical and radiographic examination was performed on 215 patients. The marginal bone loss between baseline and follow-up for the tooth with the most severe bone loss at follow-up was estimated by radiographic measurements. Linear regression analysis was used to investigate the influence of potential risk indicators on periodontitis progression. RESULTS Most patients (83%) were classified as periodontitis stage III at baseline. At follow-up, 70% of these patients remained in stage III. The frequency of patients with grade C decreased from 79% to 17% at follow-up. The median (Q25%; Q75%) of the longitudinal marginal bone loss was 0.5 mm (0.0; 2.0). High bleeding on probing (BOP) index at baseline, smoking and interruption of periodontal treatment were found to significantly increase longitudinal bone loss. CONCLUSIONS High levels of BOP at baseline, smoking and interruption of periodontal treatment increased the risk of marginal bone loss. The stage and grade at baseline had no significant impact on disease progression.
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Affiliation(s)
- Carolina Modin
- Department of Periodontology, Folktandvården Stockholms län AB, Folktandvården Eastmaninstitutet, Stockholm, Sweden
- Division of Periodontology, Department of Dental Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Caroline Dolk Rinon
- Department of Periodontology, Folktandvården Stockholms län AB, Folktandvården Eastmaninstitutet, Stockholm, Sweden
| | - Ali Faham
- Department of Periodontology, Folktandvården Stockholms län AB, Folktandvården Eastmaninstitutet, Stockholm, Sweden
| | - Anders Gustafsson
- Division of Periodontology, Department of Dental Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Tülay Yucel-Lindberg
- Division of Pediatric Dentistry, Department of Dental Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Leif Jansson
- Department of Periodontology, Folktandvården Stockholms län AB, Folktandvården Eastmaninstitutet, Stockholm, Sweden
- Division of Periodontology, Department of Dental Medicine, Karolinska Institutet, Huddinge, Sweden
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Raittio E, Baelum V. Justification for the 2017 periodontitis classification in the light of the Checklist for Modifying Disease Definitions: A narrative review. Community Dent Oral Epidemiol 2023; 51:1169-1179. [PMID: 36951361 DOI: 10.1111/cdoe.12856] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 03/03/2023] [Accepted: 03/13/2023] [Indexed: 03/24/2023]
Abstract
Once a while, disease classifications have needed revision because new knowledge has accumulated, and new technologies and better treatments have emerged. Changes made to disease classifications should be trustworthy and openly justified. The periodontitis definition and classification system was changed in 2017 by the 'World Workshop on the Classification of Periodontal and Peri-Implant Diseases and Conditions'. The workshop, comprising clinicians and researchers, resulted in the production of a 23-article special issue that introduced the new definitions and classifications of periodontitis. In this narrative review, we critically review how the changes made to the periodontitis definition and classification were justified in the light of the Checklist for Modifying Disease Definitions. Under each of the eight items of the checklist, we have discussed how the item was or could have been considered in the light of the checklist and its guidance. In our view, the new definition and classification of periodontitis was presented in an understandable way, even though the changes from the previous definition were not made visible. However, the issues of (1) estimated changes in prevalence or incidence, (2) triggers for the change, (3) prognostic ability, (4) repeatability or reproducibility, (5) incremental benefits, (6) incremental harms or (7) net benefits and harms related to the introduction of new classification were not considered in the way suggested in the checklist. Thereby, a balanced assessment of potential benefits and harms associated with the new periodontitis classification system was not presented, and to a large extent it remains unknown if the use of the new classification system will provide more net benefits to patients and to the community than previous systems. It is our view that patients and societies deserve transparent and balanced assessments of the potential benefits and harms associated with the periodontitis classification. Importantly, these should reflect the values and preferences also of the patients and the wider community and consider the impact on resource usage.
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Affiliation(s)
- Eero Raittio
- Department of Dentistry and Oral Health, Aarhus University, Aarhus, Denmark
- Institute of Dentistry, University of Eastern Finland, Kuopio, Finland
| | - Vibeke Baelum
- Department of Dentistry and Oral Health, Aarhus University, Aarhus, Denmark
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Eickholz P, Koch R, Göde M, Nickles K, Kocher T, Lorenz K, Kim TS, Meyle J, Kaner D, Schlagenhauf U, Harks I, Ehmke B. Clinical benefits of systemic amoxicillin/metronidazole may depend on periodontitis stage and grade: An exploratory sub-analysis of the ABPARO trial. J Clin Periodontol 2023; 50:1239-1252. [PMID: 37293896 DOI: 10.1111/jcpe.13838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 05/25/2023] [Accepted: 05/26/2023] [Indexed: 06/10/2023]
Abstract
AIM Assessment of treatment response after systemic amoxicillin/metronidazole adjunctive to subgingival instrumentation (SI) according to stages and grades of the 2018 classification of periodontal diseases. MATERIALS AND METHODS We carried out exploratory re-analysis of the placebo-controlled, multi-centre ABPARO trial (52; 45/60 years of age; 205 males, 114 active smokers). Patients were randomized to SI with systemic amoxicillin 500 mg/metronidazole 400 mg (three times a day for 7 days, n = 205; ANTI) or placebo (n = 200; PLAC) and maintenance therapy every 3 months. Patients were reclassified according to the 2018 classification (stage/extent/grade). Treatment effect was the percentage of sites per patient with new attachment loss ≥1.3 mm (PSAL ≥ 1.3 mm) at 27.5 months post-baseline/randomization. RESULTS All patients were assigned according to the stage (n = 49 localized stage III, n = 206 generalized stage III, n = 150 stage IV). Because of missing radiographs, only 222 patients were assigned to grades (n = 73 B, n = 149 C). Treatment (PLAC/ANTI) resulted in PSAL ≥ 1.3 mm (median; lower/upper quartile) in localized stage III (PLAC: 5.7; 3.3/8.4% vs. ANTI: 4.9; 3.0/8.3%; p = .749), generalized stage III (8.0; 4.5/14.3% vs. 4.7; 2.4/9.0%; p < .001), stage IV (8.5; 5.1/14.4% vs. 5.7; 3.3/10.6%; p = .008), grade B (4.4; 2.4/6.7% vs. 3.6; 1.9/4.7%; p = .151) and grade C (9.4; 5.3/14.3% vs. 4.8; 2.5/9.4%; p < .001). CONCLUSIONS In generalized periodontitis stage III/grade C, a clinically relevant lower percentage of disease progression after adjunctive systemic amoxicillin/metronidazole was observed compared to placebo (PLAC: 9.7; 5.8/14.3% vs. ANTI: 4.7; 2.4/9.0%; p < .001).
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Affiliation(s)
- Peter Eickholz
- Department of Periodontology, Johann Wolfgang Goethe-University Frankfurt am Main, Frankfurt am Main, Deutschland
| | - Raphael Koch
- Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany
| | - Moritz Göde
- Department of Periodontology, Johann Wolfgang Goethe-University Frankfurt am Main, Frankfurt am Main, Deutschland
| | - Katrin Nickles
- Department of Periodontology, Johann Wolfgang Goethe-University Frankfurt am Main, Frankfurt am Main, Deutschland
| | - Thomas Kocher
- Department of Restorative Dentistry, Periodontology, Endodontology, and Preventive and Pediatric Dentistry, University Medicine Greifswald, Greifswald, Germany
| | - Katrin Lorenz
- Department of Periodontology, TU Dresden, Dresden, Germany
| | - Ti-Sun Kim
- Section of Periodontology, Department of Conservative Dentistry, University Hospital Heidelberg, Heidelberg, Germany
| | - Jörg Meyle
- Department of Periodontology, University of Giessen, Giessen, Germany
| | - Doğan Kaner
- Department of Periodontology, Dental School, Faculty of Health, University of Witten/Herdecke, Witten, Germany
- Department of Periodontology, Oral Medicine and Oral Surgery, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Ulrich Schlagenhauf
- Department of Periodontology, University Hospital Würzburg, Würzburg, Germany
| | - Inga Harks
- Department of Periodontology, University Hospital Münster, Münster, Germany
| | - Benjamin Ehmke
- Department of Periodontology, University Hospital Münster, Münster, Germany
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Siow DSF, Goh EXJ, Ong MMA, Preshaw PM. Risk factors for tooth loss and progression of periodontitis in patients undergoing periodontal maintenance therapy. J Clin Periodontol 2023; 50:61-70. [PMID: 36065561 DOI: 10.1111/jcpe.13721] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 07/27/2022] [Accepted: 08/27/2022] [Indexed: 12/25/2022]
Abstract
AIM The aim of this study was to investigate patient- and tooth-level factors that may predict tooth loss and periodontitis progression in patients who have undergone at least 5 years of periodontal maintenance. MATERIALS AND METHODS In this retrospective cohort study, 135 patients were examined after active periodontal therapy (APT) and periodontal maintenance for 5.09-8.65 years (mean 6.16 ± 0.74 years). Regression models were applied to identify risk factors associated with tooth loss and disease progression. RESULTS Stage IV periodontitis (incidence rate ratio [IRR] = 4.61; 95% confidence interval, CI [2.97-7.18], p < .001), the presence of ≥5 sites with probing pocket depth (PPD) ≥5 mm at the end of APT (IRR = 2.04; 95% CI [1.32-3.20], p < .01), and residual PPD ≥7 mm at the end of APT (odds ratio [OR] = 3.01; 95% CI [1.14-7.94], p < .05) were risk factors for tooth loss. Residual PPDs of 5 mm (OR = 2.02; 95% CI [1.20-3.40], p < .01) and 6 mm (OR = 2.41; 95% CI [1.22-4.76], p < .05) at the end of APT were risk factors for disease progression. Above 3 mm, each 1 mm increase in maximum PPD/clinical attachment loss was associated with an increased risk of tooth loss and disease progression. CONCLUSIONS Stage IV periodontitis is associated with an increased risk of tooth loss. Teeth with PPD ≥5 mm at the end of APT are at risk of periodontitis progression or tooth loss.
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Affiliation(s)
- Dawn S F Siow
- Department of Restorative Dentistry, National Dental Centre Singapore, Singapore
| | - Edwin X J Goh
- Department of Restorative Dentistry, National Dental Centre Singapore, Singapore
| | - Marianne M A Ong
- Department of Restorative Dentistry, National Dental Centre Singapore, Singapore.,Oral Health Academic Clinical Programme, Duke-NUS Medical School, Singapore
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