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Li H, Li L, Yang S, Dai W, Guo C, Zhu G, Wang Z, Wang Z, Yan X, Liang Y. Exploring the Nonlinear Relationship Between Dietary Flavonoid Intake and Periodontitis. Int Dent J 2024:S0020-6539(24)01569-7. [PMID: 39547843 DOI: 10.1016/j.identj.2024.10.015] [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: 08/30/2024] [Revised: 10/02/2024] [Accepted: 10/27/2024] [Indexed: 11/17/2024] Open
Abstract
INTRODUCTION AND AIMS Flavonoids are non-nutrient bioactive substances widely found in plants, possessing antioxidant and anti-inflammatory properties. Periodontitis is a long-term inflammatory disease that impacts the tissues supporting the teeth, poses a substantial burden on public health and individuals alike. This study aims to explore the association between dietary flavonoid intake and periodontitis. METHODS This study included 3005 participants from the 2009 to 2010 National Health and Nutrition Examination Survey. We compared the weighted prevalence of periodontitis across different participant groups. Binary logistic regression analysis was conducted to evaluate the relationship between dietary flavonoid intake and periodontitis. The restricted cubic spline plot was used to explore nonlinear relationships. RESULTS The prevalence of periodontitis among participants with total flavonoid intake in quartiles Q1 to Q4 was 54.95%, 44.11%, 40.62%, and 48.28%, respectively. When compared to the Q1 group of total flavonoid intake, the OR values for Q2 to Q4 groups were 0.58 (95% CI: 0.39-0.86, P = .01), 0.50 (95% CI: 0.35-0.73, P = .001), and 0.68 (95% CI: 0.50-0.91, P = .01), respectively. A significant nonlinear association was observed between ln-transformed total flavonoid intake and the likelihood of developing periodontitis (nonlinearity P < .001). The inflection point was identified at an ln-transformed total flavonoid intake of 4.05, corresponding to a total flavonoid intake of 57.54 mg. Beyond this inflection point, as the total flavonoid intake value continues to rise, there was a diminishing protective effect against periodontitis. CONCLUSIONS Higher dietary flavonoid intake is associated with a reduced risk of periodontitis, with the greatest protective effect observed at moderate intake levels. CLINICAL RELEVANCE Understanding the association between flavonoid intake and periodontitis can guide dietary recommendations and interventions aimed at preventing periodontitis. This study supports the potential role of a flavonoid-rich diet in promoting periodontal health, suggesting that dietary modifications could be a viable strategy in periodontal disease prevention and management.
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Affiliation(s)
- Hua Li
- Department of Pain, Jiangyou People's Hospital, Mianyang, China; Department of Rehabilitation Medicine, Jiangyou People's Hospital, Mianyang, China
| | - Linlong Li
- College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
| | | | - Wei Dai
- Jiangyou People's Hospital, Mianyang, China
| | | | | | - Zhi Wang
- Jiangyou People's Hospital, Mianyang, China
| | - Zheng Wang
- Jiangyou People's Hospital, Mianyang, China
| | | | - Yun Liang
- Department of Pain, Jiangyou People's Hospital, Mianyang, China; Department of Rehabilitation Medicine, Jiangyou People's Hospital, Mianyang, China.
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Bertoldi C, Salvatori R, Pinti M, Mattioli AV. Could the periodontal therapy improve the cardiologic patient health? A narrative review. Curr Probl Cardiol 2024; 49:102699. [PMID: 38852913 DOI: 10.1016/j.cpcardiol.2024.102699] [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: 06/06/2024] [Accepted: 06/06/2024] [Indexed: 06/11/2024]
Abstract
BACKGROUND Cardiovascular diseases (CVD) is the major cause of mortality globally, with increasing evidence suggesting a link between periodontitis, and CVD. This study aims to explore the association between periodontitis and CVD, and the impact of periodontal therapy on cardiovascular health. METHODS This review synthesized findings from preclinical and clinical studies, without publication year restrictions, examining periodontitis and CVD through various lenses. Scientific databases were inspected with keywords related to periodontitis and CVD. RESULTS The review identifies a substantial association between periodontitis and an increased risk of several CVD, supported by both epidemiological and interventional studies. Results suggest the complexity of the relationship, influenced by factors like the severity of periodontitis and the presence of other systemic conditions. Clinical data indicates that periodontal therapy, particularly non-surgical periodontal therapy, may reduce systemic inflammatory markers and thus may play a role in the primary and secondary prevention of CVD events, highlighting the potential of periodontal therapy to not only maintain oral health but also to modulate cardiovascular risk factors. CONCLUSIONS Current evidence supports a significant association between periodontitis and increased cardiovascular risk, promoting integrated healthcare approaches that consider oral health as a key-component of cardiovascular care and wellbeing.
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Affiliation(s)
- Carlo Bertoldi
- Department, Department of Surgery, Medicine, Dentistry and Morphological Sciences with Transplant Surgery, Oncology and Regenerative Medicine Relevance, University of Modena and Reggio Emilia, Modena MO, Italy
| | - Roberta Salvatori
- Department of Childhood and Adult Medical and Surgical Sciences, Faculty of Medicine and Surgery of the University of Modena and Reggio Emilia, Modena MO, Italy.
| | - Marcello Pinti
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena MO, Italy
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Caloian CS, Șurlin P, Ciurea A, Pop D, Caloian B, Leucuța DC, Țigu AB, Rasperini G, Micu IC, Stanomir A, Soancă A, Roman A. Exploring Periodontal Conditions, Salivary Markers, and Systemic Inflammation in Patients with Cardiovascular Diseases. Biomedicines 2024; 12:1341. [PMID: 38927548 PMCID: PMC11201987 DOI: 10.3390/biomedicines12061341] [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: 05/17/2024] [Revised: 06/06/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
(1) Background: This cross-sectional investigation appreciated the role of serum C-reactive protein (CRP), several hematologic-cell markers, and salivary inflammation-related molecules [calprotectin (S100A8/A9), interleukin-1β (IL-1β), kallikrein] to predict periodontitis in patients with atherosclerotic cardiovascular disease (ACVD), arrhythmia, or both. Also, we appreciated the relationship between the inflammatory burden and periodontal destruction with the type of cardiac pathology. (2) Methods: Demographic, behavioral characteristics, periodontal indicators, blood parameters, and saliva samples were collected. (3) Results: All 148 patients exhibited stage II or III/IV periodontitis. Stage III/IV cases exhibited significantly increased S100A8/A9 levels (p = 0.004). A positive correlation between S100A8/A9 and IL-1β [0.35 (<0.001)], kallikrein [0.55 (<0.001)], and CRP [0.28 (<0.001)] was observed. Patients with complex cardiac involvement had a significantly higher number of sites with attachment loss ≥ 5 mm [19 (3-30)] compared to individuals with only arrhythmia [9 (3.25-18)] or ACVD [5 (1-12)] [0.048♦ {0.162/0.496/0.14}]. (4) Conclusions: Severe, extensive attachment loss may be indicative of patients with complex cardiac conditions, which underscores the essential role of periodontal status in relation to systemic diseases. The correlations between the rising trends of the inflammatory parameters suggest a potential interconnection between oral and systemic inflammation.
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Affiliation(s)
- Carmen Silvia Caloian
- Department of Periodontology, Faculty of Dental Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (C.S.C.); (A.C.); (I.C.M.); (A.S.); (A.R.)
| | - Petra Șurlin
- Department of Periodontology, Faculty of Dental Medicine, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania;
| | - Andreea Ciurea
- Department of Periodontology, Faculty of Dental Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (C.S.C.); (A.C.); (I.C.M.); (A.S.); (A.R.)
- Emergency County Clinical Hospital Cluj, 400006 Cluj-Napoca, Romania;
| | - Dana Pop
- Emergency County Clinical Hospital Cluj, 400006 Cluj-Napoca, Romania;
- Department of Cardiology-Rehabilitation, Faculty of Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 4000347 Cluj-Napoca, Romania
| | - Bogdan Caloian
- Emergency County Clinical Hospital Cluj, 400006 Cluj-Napoca, Romania;
- Department of Cardiology-Rehabilitation, Faculty of Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 4000347 Cluj-Napoca, Romania
| | - Daniel Corneliu Leucuța
- Department of Medical Informatics and Biostatistics, Faculty of Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400347 Cluj-Napoca, Romania;
| | - Adrian Bogdan Țigu
- Research Centre for Advanced Medicine (MEDFUTURE), Iuliu Hatieganu University of Medicine and Pharmacy, 400347 Cluj-Napoca, Romania;
| | - Giulio Rasperini
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Foundation IRCCS Ca’ Granda Policlinic, Via della Commenda 12, 20122 Milan, Italy;
| | - Iulia Cristina Micu
- Department of Periodontology, Faculty of Dental Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (C.S.C.); (A.C.); (I.C.M.); (A.S.); (A.R.)
| | - Alina Stanomir
- Department of Periodontology, Faculty of Dental Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (C.S.C.); (A.C.); (I.C.M.); (A.S.); (A.R.)
| | - Andrada Soancă
- Department of Periodontology, Faculty of Dental Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (C.S.C.); (A.C.); (I.C.M.); (A.S.); (A.R.)
- Emergency County Clinical Hospital Cluj, 400006 Cluj-Napoca, Romania;
| | - Alexandra Roman
- Department of Periodontology, Faculty of Dental Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (C.S.C.); (A.C.); (I.C.M.); (A.S.); (A.R.)
- Emergency County Clinical Hospital Cluj, 400006 Cluj-Napoca, Romania;
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Shen R, Chen S, Shen J, Lv L, Wei T. Association between missing teeth number and all-cause and cardiovascular mortality: NHANES 1999-2004 and 2009-2014. J Periodontol 2024; 95:571-581. [PMID: 37793053 DOI: 10.1002/jper.23-0277] [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: 04/28/2023] [Revised: 09/05/2023] [Accepted: 09/10/2023] [Indexed: 10/06/2023]
Abstract
BACKGROUND The association between tooth loss and all-cause and cardiovascular mortality requires further investigation. METHODS This study included 17993 participants from the National Health and Nutrition Examination Surveys (NHANES) 1999-2004 and 2009-2014. Weighted multivariable Cox proportional hazard models were used to assess the association between tooth loss and all-cause and cardiovascular mortality. Restricted cubic splines (RCS) were incorporated in the models to explore potential nonlinear relationships. RESULTS Over a median follow-up of 116 months, 2152 participants died, including 625 cardiovascular deaths. Compared to participants without missing teeth, participants with 11-19 missing teeth had the highest risk of all-cause mortality (hazard ratio [HR] 1.89, 95% confidence interval [CI] 1.43-2.51), while participants with 6-10 missing teeth had the highest risk of cardiovascular mortality (HR 2.51, 95% CI 1.68-3.76). RCS analyses revealed nonlinear associations between number of missing teeth and all-cause (p < 0.001) and cardiovascular (p = 0.001) mortality. With < 10 missing teeth, each additional missing tooth increased all-cause and cardiovascular mortality by 6% (HR 1.06, 95% CI 1.03-1.09) and 9% (HR 1.09, 95% CI 1.03-1.15), respectively. However, when the number of missing teeth was ≥10, the risk of mortality did not continue to increase with more missing teeth. A significant interaction was found between tooth loss and age (p < 0.001 for both outcomes). CONCLUSION We observed an inverted L-shaped association between tooth loss and mortality, wherein risks increased with more missing teeth until 10, but did not continue increasing thereafter. The association was stronger in adults < 65 years old.
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Affiliation(s)
- Ruming Shen
- Lishui Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shuaijie Chen
- Lishui Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jiayi Shen
- Lishui Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lingchun Lv
- Lishui Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Tiemin Wei
- Lishui Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Xue Y, Tang Y, Ren Z, Linke L, Liu Y, Xie J. Association between blood ethylene oxide levels and the prevalence of periodontitis: evidence from NHANES 2013-2014. Clin Oral Investig 2024; 28:293. [PMID: 38695956 DOI: 10.1007/s00784-024-05690-7] [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: 10/07/2023] [Accepted: 04/24/2024] [Indexed: 05/28/2024]
Abstract
BACKGROUND The study aimed to establish a link between blood ethylene oxide (EO) levels and periodontitis, given the growing concern about EO's detrimental health effects. MATERIALS AND METHODS The study included 1006 adults from the 2013-2014 National Health and Nutrition Examination Survey (NHANES) dataset. We assessed periodontitis prevalence across groups, used weighted binary logistic regression and restricted cubic spline fitting for HbEO-periodontitis association, and employed Receiver Operating Characteristic (ROC) curves for prediction. RESULTS In the periodontitis group, HbEO levels were significantly higher (40.57 vs. 28.87 pmol/g Hb, P < 0.001). The highest HbEO quartile showed increased periodontitis risk (OR = 2.88, 95% CI: 1.31, 6.31, P = 0.01). A "J"-shaped nonlinear HbEO-periodontitis relationship existed (NL-P value = 0.0116), with an inflection point at ln-HbEO = 2.96 (EO = 19.30 pmol/g Hb). Beyond this, ln-HbEO correlated with higher periodontitis risk. A predictive model incorporating sex, age, education, poverty income ratio, alcohol consumption, and HbEO had 69.9% sensitivity and 69.2% specificity. The model achieved an area under the ROC curve of 0.761. CONCLUSIONS These findings suggest a correlation between HbEO levels and an increased susceptibility to periodontitis.
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Affiliation(s)
- Yan Xue
- Department of Pediatrics, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, China
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
- Medical Research Center, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, China
| | - Yujing Tang
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
- Center of Gastrointestinal and Minimally Invasive Surgery, Department of General Surgery, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, 610031, China
- Medical Research Center, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, China
| | - Zhengyun Ren
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
- Center of Gastrointestinal and Minimally Invasive Surgery, Department of General Surgery, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, 610031, China
- Medical Research Center, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, China
| | - Li Linke
- Department of Pediatrics, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, China
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
- Medical Research Center, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, China
| | - Yanjun Liu
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
- Center of Gastrointestinal and Minimally Invasive Surgery, Department of General Surgery, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, 610031, China.
- The Third People's Hospital of Chengdu, Sichuan, 610031, China.
| | - Jiang Xie
- Department of Pediatrics, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, Sichuan, China.
- The Third People's Hospital of Chengdu, Sichuan, 610031, China.
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Leelaviwat N, Kewcharoen J, Trongtorsak A, Thangjui S, Del Rio-Pertuz G, Abdelnabi M, Navaravong L. Association between periodontal disease and heart failure: a systematic review and meta-analysis. Acta Cardiol 2024; 79:405-409. [PMID: 37768121 DOI: 10.1080/00015385.2023.2259192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 09/11/2023] [Indexed: 09/29/2023]
Affiliation(s)
- Natnicha Leelaviwat
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Jakrin Kewcharoen
- Division of Cardiology, Loma Linda University Health, Loma Linda, CA, USA
| | - Angkawipa Trongtorsak
- Department of Cardiovascular Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Sittinun Thangjui
- Division of Cardiology, West Virginia University, Morgantown, WV, USA
| | | | - Mahmoud Abdelnabi
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Leenhapong Navaravong
- Division of Cardiovascular Medicine, University of Utah Health, Salt Lake City, UT, USA
- Intermountain Heart Institute - Utah Valley, Provo, UT, USA
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Ahmad P, Siqueira WL. Polymorphism of salivary proteins and risk of periodontal diseases: A systematic review and meta-analysis of clinical studies. J Dent 2024; 141:104804. [PMID: 38122885 DOI: 10.1016/j.jdent.2023.104804] [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: 10/19/2023] [Revised: 11/17/2023] [Accepted: 12/10/2023] [Indexed: 12/23/2023] Open
Abstract
OBJECTIVES The present systematic review and meta-analysis aimed to assess the association between salivary protein polymorphisms and the risk of periodontal diseases (PD). DATA The review incorporated cross-sectional, case-control, retrospective/prospective cohort, and randomized controlled trials assessing the influence of salivary protein polymorphisms on the risk of PD development were included in this review. SOURCES A thorough literature search was conducted across electronic databases, namely PubMed, Scopus, Embase, and Web of Science, without any restrictions on publication language and year. STUDY SELECTION A total of 168 studies were identified, of which 19 were eligible for inclusion. The risk of bias (RoB) assessment of the included studies was conducted at the methodological level. RESULTS A total of 16 studies were included. Polymorphism in the gene encoding TNF-α was found to be protective against gingivitis, while those encoding IL-1α and IL-1β were associated with developing gingivitis. Of the 42 proteins investigated, various gene polymorphisms were identified as protective or risk factors for periodontitis. Protective genes include CFH, DNMT1, OPRM1, and TLR9. Conversely, certain salivary protein genes (e.g., CRP, ERN1, FAM5C, IDH2, LTA, TET2, MPA, NLRP3, TLR4) were associated with periodontitis risk. Notably, IL6, MMP9, and MUC7 genes showed no association with PD, while MMP13 was linked to early implant loss. Overall, the meta-analysis found a statistically significant association between salivary proteins' polymorphisms and risk of PD. CONCLUSIONS Salivary protein polymorphisms significantly influence PD, revealing protective and risk-associated genotypes. Despite limitations, findings suggest therapeutic targets, emphasizing the complex genetics-periodontal health interplay. CLINICAL SIGNIFICANCE This study unveils salivary protein polymorphisms as pivotal factors in PD. Protective genes including CFH and TLR9, and risk-associated genes including CRP and TLR4, indicate a genetic basis for PD susceptibility.
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Affiliation(s)
- Paras Ahmad
- College of Dentistry, University of Saskatchewan, Saskatoon, S7N E5E, Saskatchewan, Canada
| | - Walter Luiz Siqueira
- College of Dentistry, University of Saskatchewan, Saskatoon, S7N E5E, Saskatchewan, Canada.
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Schmalz G, Hennecke A, Haak R, Kottmann T, Garbade J, Binner C, Ziebolz D. Secondary analysis of potential associations between oral health and infection-related parameters in patients with severe heart failure-results of a German cohort. BMC Cardiovasc Disord 2023; 23:573. [PMID: 37990175 PMCID: PMC10664670 DOI: 10.1186/s12872-023-03612-1] [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: 02/27/2023] [Accepted: 11/13/2023] [Indexed: 11/23/2023] Open
Abstract
OBJECTIVES Aim of this retrospective cohort study was to evaluate whether oral health parameters would be associated with infection-related parameters and overall survival of patients with severe heart failure (HF). METHODS Patients with severe HF, heart transplantation (HTx) and left-ventricular assist device (LVAD), which underwent a full oral examination between 2017 and 2018 were included. Infection-related and survival data were assessed from the patient´s medical records. The oral examination included: remaining teeth, caries and periodontal condition, including periodontal probing depth (PPD), clinical attachment loss (CAL), bleeding on probing (BOP), and diagnosis (staging/grading). In addition, the periodontal inflamed surface area (PISA) was determined. Statistical analysis included Chi-square, Fisher´s exact and Mann-Whitney-U test, as well as a logistic regression, considering age, gender, body-mass-index (BMI), diabetes and several oral health parameters with regard to overall survival and infections at heart/driveline. RESULTS 329 patients (HTx: 34%, LVAD: 38.9%, HF: 27.1%), were included. Patients had on average 18.96 ± 8.90 remaining teeth, whereby the majority had a periodontitis stage III or IV (88.7%) and a grade B (80.5%). Higher BOP was associated with infections at heart/driveline (p = 0.04) and outside the heart (p < 0.01) during follow-up. Increased PISA was significantly associated with bacterial infections outside the heart (p < 0.01) and sepsis (p = 0.02). Only BMI of 25 or higher correlated with an increased risk of infections at heart/driveline in regression analysis (OR 3.063, CI95 1.158-8.101, p = 0.02), while no associations between oral health parameters and infections at heart/driveline or overall survival were confirmed. CONCLUSIONS In patients with severe HF, periodontal inflammation might be associated with infection-related parameters. Improved dental care, especially including periodontal therapy and maintenance might be favourable to support prevention of infections in patients with severe HF.
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Affiliation(s)
- Gerhard Schmalz
- Department of Cariology, Endodontology and Periodontology, University Leipzig, Liebigstr. 12, D 04103, Leipzig, Germany.
| | - Alina Hennecke
- Department of Cariology, Endodontology and Periodontology, University Leipzig, Liebigstr. 12, D 04103, Leipzig, Germany
| | - Rainer Haak
- Department of Cariology, Endodontology and Periodontology, University Leipzig, Liebigstr. 12, D 04103, Leipzig, Germany
| | | | - Jens Garbade
- Department of Cardiac Surgery, Klinikum Links der Weser, 28277, Bremen, Germany
| | - Christian Binner
- University Department of Cardiac Surgery, Heart Center Leipzig, Leipzig, Germany
| | - Dirk Ziebolz
- Department of Cariology, Endodontology and Periodontology, University Leipzig, Liebigstr. 12, D 04103, Leipzig, Germany
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Ren Z, Xue Y, Zhang H, Zhang T, Wang M, Guo T, Xie J. Association between probiotic consumption and periodontitis: Evidence from NHANES 2009-2014. J Clin Periodontol 2023; 50:1476-1486. [PMID: 37596796 DOI: 10.1111/jcpe.13865] [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: 05/24/2023] [Revised: 07/29/2023] [Accepted: 08/01/2023] [Indexed: 08/20/2023]
Abstract
AIM The study aimed to provide evidence of the relationship between probiotics consumption and periodontitis. MATERIALS AND METHODS A total of 4577 adults who participated in the National Health and Nutrition Examination Survey (NHANES) during 2009-2014 were included in the study. The weighted prevalence of periodontitis was compared among different groups, and a weighted binary logistic regression analysis was conducted to explore the relationship between probiotic consumption and periodontitis. Receiver operating characteristic (ROC) curves were used to assess the role of probiotic consumption in the periodontitis prediction model. RESULTS Participants who consumed probiotics had a significantly lower prevalence of periodontitis than those who did not (41.08% vs. 27.83%, p < .001). After fully adjusting for all factors, the odds ratio associated with periodontitis for consuming probiotics was 0.70 (95% confidence interval 0.54-0.92, p = .01) when compared with those who did not consume probiotics. A predictive model including age, sex, ethnicity, poverty income ratio, smoking status and probiotics had 77.0% sensitivity and 60.3% specificity in detecting periodontitis in US adults and achieved an area under the ROC curve of 0.749. CONCLUSIONS These results indicate that consuming probiotics is associated with a reduced risk of periodontitis.
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Affiliation(s)
- Zhengyun Ren
- Center of Gastrointestinal and Minimally Invasive Surgery, Department of General Surgery, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, China
- Medical Research Center, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
| | - Yan Xue
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, China
- Medical Research Center, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
- Department of pediatrics, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
| | - Hui Zhang
- Center of Gastrointestinal and Minimally Invasive Surgery, Department of General Surgery, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Tongtong Zhang
- Center of Gastrointestinal and Minimally Invasive Surgery, Department of General Surgery, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
- Medical Research Center, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
| | - Mengyuan Wang
- Center of Gastrointestinal and Minimally Invasive Surgery, Department of General Surgery, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
- Department of stomatology, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, China
| | - Tailin Guo
- Institute of Biomedical Engineering, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Jiang Xie
- Department of pediatrics, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University & The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
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10
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Nabila S, Choi J, Kim JE, Hahn S, Hwang IK, Kim TI, Park HK, Choi JY. Bidirectional associations between periodontal disease and systemic diseases: a nationwide population-based study in Korea. Sci Rep 2023; 13:14078. [PMID: 37640779 PMCID: PMC10462734 DOI: 10.1038/s41598-023-41009-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 08/20/2023] [Indexed: 08/31/2023] Open
Abstract
To evaluate the associations of periodontal disease (PD) with systemic diseases, including diabetes mellitus (DM) and cardiovascular disease (CVD), as well as the reciprocal association. The CVD included the cases of coronary heart disease and heart failure. A prospective study was conducted from 2007 to 2019 using linked data from three databases in Korea. Three separate study groups were formed to individually determine the risks of PD (n = 10,533), DM (n = 14,523) and CVD (n = 14,315). All diseases were confirmed based on physicians' diagnoses using medical records and self-reports. Cox proportional hazard regression was applied with 95% confidence intervals (CIs) to obtain hazard ratios (HRs). PD was significantly associated with an elevated risk of DM (HR [95% CI]: 1.22 [1.07-1.39]) after full adjustment for age, sex, lifestyle factors, body mass index, dental behaviour and CVD. PD was also found to increase the risk of CVD (1.27 [1.03-1.57]), whereas CVD increased the risk of PD (1.20 [1.09-1.32]) after full adjustment for other covariates including DM. This study found a bidirectional association between PD and CVD, as well as a positive association of PD with DM.
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Affiliation(s)
- Salma Nabila
- Department of Biomedical Sciences, Seoul National University Graduate School, 103 Daehak-ro, Jongno-gu, Seoul, 110-799, Korea
- BK21plus Biomedical Science Project, Seoul National University College of Medicine, Seoul, Korea
| | - Jaesung Choi
- Institute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ji-Eun Kim
- Department of Biomedical Sciences, Seoul National University Graduate School, 103 Daehak-ro, Jongno-gu, Seoul, 110-799, Korea
- BK21plus Biomedical Science Project, Seoul National University College of Medicine, Seoul, Korea
| | - Seokyung Hahn
- Division of Medical Statistics, Medical Research Collaborating Center, Seoul National University Hospital, Seoul, Korea
- Department of Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - In-Kyung Hwang
- Department of Periodontology, Dental Research Institute, Seoul National University Dental Hospital, Seoul National University School of Dentistry, Seoul, Korea
| | - Tae-Il Kim
- Department of Periodontology, Dental Research Institute, Seoul National University Dental Hospital, Seoul National University School of Dentistry, Seoul, Korea
| | - Hee-Kyung Park
- Department of Oral Medicine and Oral Diagnosis, Dental Research Institute, Seoul National University Dental Hospital, Seoul National University School of Dentistry, 101 Daehak-ro, Jongno-gu, Seoul, 110-749, Korea.
| | - Ji-Yeob Choi
- Department of Biomedical Sciences, Seoul National University Graduate School, 103 Daehak-ro, Jongno-gu, Seoul, 110-799, Korea.
- BK21plus Biomedical Science Project, Seoul National University College of Medicine, Seoul, Korea.
- Institute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea.
- Cancer Research Institute, Seoul National University, Seoul, Korea.
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11
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Wang Y, Xiao Y, Zhang Y. A systematic comparison of machine learning algorithms to develop and validate prediction model to predict heart failure risk in middle-aged and elderly patients with periodontitis (NHANES 2009 to 2014). Medicine (Baltimore) 2023; 102:e34878. [PMID: 37653785 PMCID: PMC10470756 DOI: 10.1097/md.0000000000034878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 07/28/2023] [Accepted: 08/01/2023] [Indexed: 09/02/2023] Open
Abstract
Periodontitis is increasingly associated with heart failure, and the goal of this study was to develop and validate a prediction model based on machine learning algorithms for the risk of heart failure in middle-aged and elderly participants with periodontitis. We analyzed data from a total of 2876 participants with a history of periodontitis from the National Health and Nutrition Examination Survey (NHANES) 2009 to 2014, with a training set of 1980 subjects with periodontitis from the NHANES 2009 to 2012 and an external validation set of 896 subjects from the NHANES 2013 to 2014. The independent risk factors for heart failure were identified using univariate and multivariate logistic regression analysis. Machine learning algorithms such as logistic regression, k-nearest neighbor, support vector machine, random forest, gradient boosting machine, and multilayer perceptron were used on the training set to construct the models. The performance of the machine learning models was evaluated using 10-fold cross-validation on the training set and receiver operating characteristic curve (ROC) analysis in the validation set. Based on the results of univariate logistic regression and multivariate logistic regression, it was found that age, race, myocardial infarction, and diabetes mellitus status were independent predictors of the risk of heart failure in participants with periodontitis. Six machine learning models, including logistic regression, K-nearest neighbor, support vector machine, random forest, gradient boosting machine, and multilayer perceptron, were built on the training set, respectively. The area under the ROC for the 6 models was obtained using 10-fold cross-validation with values of 0 848, 0.936, 0.859, 0.889, 0.927, and 0.666, respectively. The areas under the ROC on the external validation set were 0.854, 0.949, 0.647, 0.933, 0.855, and 0.74, respectively. K-nearest neighbor model got the best prediction performance across all models. Out of 6 machine learning models, the K-nearest neighbor algorithm model performed the best. The prediction model offers early, individualized diagnosis and treatment plans and assists in identifying the risk of heart failure occurrence in middle-aged and elderly patients with periodontitis.
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Affiliation(s)
- Yicheng Wang
- Affiliated Fuzhou First Hospital of Fujian Medical University, Department of Cardiovascular Medicine, Fuzhou, Fujian, China
- Fujian Medical University, The Third Clinical Medical College, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
| | - Yuan Xiao
- Affiliated Fuzhou First Hospital of Fujian Medical University, Department of Cardiovascular Medicine, Fuzhou, Fujian, China
- Fujian Medical University, The Third Clinical Medical College, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
| | - Yan Zhang
- Affiliated Fuzhou First Hospital of Fujian Medical University, Department of Cardiovascular Medicine, Fuzhou, Fujian, China
- Fujian Medical University, The Third Clinical Medical College, Fuzhou, Fujian, China
- Cardiovascular Disease Research Institute of Fuzhou City, Fuzhou, Fujian, China
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12
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Doughan M, Chehab O, de Vasconcellos HD, Zeitoun R, Varadarajan V, Doughan B, Wu CO, Blaha MJ, Bluemke DA, Lima JAC. Periodontal Disease Associated With Interstitial Myocardial Fibrosis: The Multiethnic Study of Atherosclerosis. J Am Heart Assoc 2023; 12:e8146. [PMID: 36718872 PMCID: PMC9973639 DOI: 10.1161/jaha.122.027974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Background Periodontitis is a chronic inflammatory disease common among adults. It has been suggested that periodontal disease (PD) may be a contributing risk factor for cardiovascular disease; however, pathways underlying such a relationship require further investigation. Methods and Results A total of 665 men (mean age 68±9 years) and 611 women (mean age 67±9 years) enrolled in the MESA (Multiethnic Study of Atherosclerosis) underwent PD assessment using a 2-item questionnaire at baseline (2000-2002) and had cardiovascular magnetic resonance 10 years later. PD was defined when participants reported either a history of periodontitis or gum disease or lost teeth caused by periodontitis or gum disease. Multivariable linear regression models were constructed to assess the associations of baseline self-reported PD with cardiovascular magnetic resonance-obtained measures of interstitial myocardial fibrosis (IMF), including extracellular volume and native T1 time. Men with a self-reported history of PD had greater extracellular volume percent (ß=0.6%±0.2, P=0.01). This association was independent of age, left ventricular mass, traditional cardiovascular risk factors, and history of myocardial infarction. In a subsequent model, substituting myocardial infarction for coronary artery calcium score, the association of PD with IMF remained significant (ß=0.6%±0.3, P=0.03). In women, a self-reported history of PD was not linked to higher IMF. Importantly, a self-reported history of PD was not found to be associated with myocardial scar independent of sex (odds ratio, 1.01 [95% CI, 0.62-1.65]; P=0.9). Conclusions In a community-based setting, men but not women with a self-reported PD history at baseline were found to be associated with increased measures of IMF. These findings support a plausible link between PD, a proinflammatory condition, and subclinical IMF.
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Affiliation(s)
- Maria Doughan
- Division of Orthodontics, Department of DentistryUniversity of MarylandBaltimoreMD
| | - Omar Chehab
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | | | - Ralph Zeitoun
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Vinithra Varadarajan
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Bassel Doughan
- Faculty of Dental SurgeryCôte d’Azur UniversityNiceFrance
| | - Colin O. Wu
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, National Institutes of HealthBethesdaMD
| | - Michael J Blaha
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | - David A. Bluemke
- Department of RadiologyUniversity of Wisconsin School of Medicine and Public HeathMadisonWI
| | - Joao A. C. Lima
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMD
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