1
|
Wang Z, Pu R, Zhang J, Wang Y, Yang G. Association between life's essential 8 and periodontitis: evidence from NHANES 2009-2014. Clin Oral Investig 2024; 29:37. [PMID: 39739130 DOI: 10.1007/s00784-024-06117-z] [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: 12/23/2023] [Accepted: 12/21/2024] [Indexed: 01/02/2025]
Abstract
OBJECTIVES To explore the relationship between Life's Essential 8 (LE-8) and periodontitis, specifically focusing on identifying the specific factors within LE-8 significantly linked to periodontitis. MATERIALS AND METHODS This cross-sectional study utilized data from the National Health and Nutrition Examination Survey (2009-2014), involving 8160 participants with available LE-8 metrics and periodontal examination results. The LE-8 metrics, encompassing diet, physical activity, nicotine exposure, sleep health, body mass index, blood liquids, blood glucose, and blood pressure were collected for analysis. Periodontitis diagnosis followed CDC-AAP guidelines. RESULTS 4049 subjects with periodontitis (mean age, 54.80 years; 57.93% male) and 4111 subjects without periodontitis (mean age, 48.66 years; 42.61% male) were included in this study. Periodontitis subjects had lower total LE-8 scores (64.62 [63.94, 65.30]) than periodontitis-free subjects (71.34 [70.65, 72.03]). The risk of periodontitis risk significantly decreased with increasing LE-8 score. Specific factors within LE-8, including avoidance of nicotine (Adjusted OR = 0.90 [0.88, 0.92]), healthy sleep (Adjusted OR = 0.95 [0.92, 0.99]), and healthy levels of blood glucose (Adjusted OR = 0.94 [0.90, 0.98]) were negatively associated with periodontitis presences. CONCLUSIONS Higher scores in life's essential 8 metrics, particularly in nicotine exposure, sleep health, and blood glucose, may benefit periodontal health. CLINICAL RELEVANCE Adopting a healthy lifestyle reduces the risk of periodontitis. Avoiding smoking, sufficient sleep, and stable blood glucose are linked to lower periodontitis risk. Healthcare professionals should advise individuals with lower life's essential 8 scores to prioritize oral care.
Collapse
Affiliation(s)
- Zhikang Wang
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, 310000, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Oral Diseases Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, 310017, Hangzhou, China
- Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, 310017, Hangzhou, China
| | - Rui Pu
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, 310000, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Oral Diseases Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, 310017, Hangzhou, China
- Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, 310017, Hangzhou, China
| | - Jing Zhang
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, 310000, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Oral Diseases Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, 310017, Hangzhou, China
- Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, 310017, Hangzhou, China
| | - Ying Wang
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, 310000, Hangzhou, China.
- Zhejiang Provincial Clinical Research Center for Oral Diseases Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, 310017, Hangzhou, China.
- Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, 310017, Hangzhou, China.
- Department of Endodontics The Affiliated Hospital School of Stomatology, Zhejiang University, #166 Qiutaobei Road Hangzhou, 310017, Hangzhou, Zhejiang, China.
| | - Guoli Yang
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, 310000, Hangzhou, China.
- Zhejiang Provincial Clinical Research Center for Oral Diseases Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, 310017, Hangzhou, China.
- Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, 310017, Hangzhou, China.
- Department of Oral Implantology The Affiliated Hospital School of Stomatology, Zhejiang University, #166 Qiutaobei Road Hangzhou, 310017, Hangzhou, Zhejiang, China.
| |
Collapse
|
2
|
Yu YH, Pridgen KM, Nelson TJ, Miller DR, Wells JM, Assimes TL, O'Donnell CJ, Tsao PS, Chang KM, Lynch JA. Oral Health, Inflammation, and Cardiometabolic Factors in the VA Million Veteran Program. JDR Clin Trans Res 2024:23800844241291780. [PMID: 39629945 DOI: 10.1177/23800844241291780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2025] Open
Abstract
INTRODUCTION Associations between cardiometabolic comorbidities and self-reported oral health (OH) are often underexplored in large biobank datasets. While these associations are unaffected by dental care access, they could be mediated by immune responses and inflammation. OBJECTIVES This study assessed the associations between cardiometabolic comorbidities and self-reported OH, periodontitis, and tooth loss using the International Classification of Diseases (ICD) codes in participants from the U.S. Veterans Affairs Million Veteran Program (MVP), adjusting for immune and inflammatory covariates. METHODS Data from 154,167 MVP participants were extracted from January 2011 to September 2021, including lifetime cardiometabolic comorbidities, self-reported OH, ICD-coded periodontitis and tooth loss, and laboratory measurements. Multivariate logistic regression analysis was used to calculate the odds ratios of cardiometabolic comorbidities for self-reported OH, periodontitis, and tooth loss, adjusting for demographic, socioeconomic, cardiovascular, and inflammatory (neutrophil and lymphocyte cell counts) risk factors. A separate dataset was used for additional sensitivity analyses, adjusting for serum levels of C-reactive protein and albumin. RESULTS Complete data were analyzed for 154,167 participants (19%). Most participants (92%) were male and from European ancestry (94%). The mean age was 65.5 y (SD 11.4 y). Ten percent of participants had excellent self-reported OH. Fourteen percent had any periodontitis, and 17% had any tooth loss. Significant associations were found between tooth loss and congestive heart failure (odds ratio [OR], 1.74, P < 0.001) and peripheral vascular diseases (OR, 1.82, P < 0.001). There were also significant associations between congestive heart failure and self-reported OH (excellent versus "poor/fair/good/very good"), with increasing odds as self-reported OH declined (P < 0.001 for trend). These associations remained significant even after sensitivity analyses, albeit with slight attenuation. CONCLUSION This study of veterans underscores the important cardiometabolic links of self-reported poor OH and tooth loss, akin to those observed with periodontitis, even after adjusting for potential confounders related to demographics, lifestyle, and inflammation. KNOWLEDGE TRANSFER STATEMENT Exploring cardiometabolic associations with self-reported OH, clinically diagnosed periodontitis, and tooth loss using the ICD in the Veterans Affairs Million Veteran Program, we found significant associations. These associations persisted after adjustment for inflammatory confounders. These findings emphasized the benefit of assessing OH as a vital indicator of overall cardiometabolic health in large-scale biobank studies.
Collapse
Affiliation(s)
- Y H Yu
- VA Bedford Healthcare System, Bedford, MA, USA
- Department of Periodontology, Tufts University School of Dental Medicine, Boston, MA, USA
| | - K M Pridgen
- VA Informatics and Computing Infrastructure, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - T J Nelson
- VA Informatics and Computing Infrastructure, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- VA San Diego Healthcare System, San Diego, CA, USA
| | - D R Miller
- Center for Healthcare Organization and Implementation Research, VA Bedford Healthcare System, Bedford, MA, USA
- Center for Population Health, Department of Biomedical and Nutritional Sciences, University of Massachusetts, Lowell, MA, USA
| | - J M Wells
- Department of Periodontology, Tufts University School of Dental Medicine, Boston, MA, USA
- Department of Public Health, Zuckerberg College of Health Sciences, University of Massachusetts, Lowell, MA, USA
- Center of Biomedical and Health Research in Data Sciences (CHORDS), University of Massachusetts, Lowell, MA, USA
| | - T L Assimes
- Epidemiology and Information Center for Genomics, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine (Division of Cardiovascular Medicine), Stanford University School of Medicine, Palo Alto, CA, USA
| | - C J O'Donnell
- Department of Medicine, VA Boston Healthcare System, Harvard Medical School, Boston, MA, USA
| | - P S Tsao
- Epidemiology and Information Center for Genomics, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine (Division of Cardiovascular Medicine), Stanford University School of Medicine, Palo Alto, CA, USA
| | - K M Chang
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - J A Lynch
- VA Informatics and Computing Infrastructure, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| |
Collapse
|
3
|
Carter W, Tiwari T, Elangovan S, Johnson L, Parsegian K, Chandrasekaran S. Patient awareness of the association between periodontal and systemic diseases in an academic setting. J Periodontol 2024; 95:1201-1209. [PMID: 38605536 DOI: 10.1002/jper.23-0635] [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: 10/30/2023] [Revised: 02/08/2024] [Accepted: 03/18/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Periodontal diseases (PD) have been increasingly associated with several systemic conditions such as cardiovascular disease (CVD), diabetes mellitus (DM), rheumatoid arthritis (RA), and Alzheimer's disease (AD). This study aimed to gain insight into patients' awareness of the association between PD and systemic diseases. METHODS A survey was developed to analyze patient awareness of the association between PD and systemic diseases. Descriptive and categorical variables were summarized with counts and percentages. Chi-squared tests were used to evaluate differences between variables. A linear logistical regression model was used to assess the simultaneous, independent association between each variable. RESULTS Data from 161 completed surveys were analyzed. The majority of the participants (61.49%) reported awareness of symptoms of PD, but only 36.36% identified all its major symptoms. Individuals reporting awareness of the association between PD and systemic diseases was 48.4%, 31.7%, 14.9%, and 9.9% for CVD, DM, RA, and AD, respectively. Patients aged ≥51 years and males were more aware of the association between PD and CVD. Increased awareness of an association between PD and DM was observed among patients who had a higher frequency of dental visits and those with a self-reported history of DM. CONCLUSIONS This study provides insight that, even with the vast amount of scientific knowledge on the inter-relationships that exist between PD and systemic diseases, most patients are still unaware of these associations. This research identified that improvement of health literacy surrounding PD, their symptoms, and their association with systemic diseases may be warranted.
Collapse
Affiliation(s)
- William Carter
- Division of Periodontics, Department of Diagnostic Sciences and Surgical Dentistry, School of Dental Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Tamanna Tiwari
- Department of Community Dentistry & Population Health, School of Dental Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Satheesh Elangovan
- Department of Periodontics, University of Iowa College of Dentistry and Dental Clinics, Iowa City, Iowa, USA
| | - Lonnie Johnson
- Division of Periodontics, Department of Diagnostic Sciences and Surgical Dentistry, School of Dental Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Karo Parsegian
- Division of Periodontics, Department of Diagnostic Sciences and Surgical Dentistry, School of Dental Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Periodontics and Dental Hygiene, School of Dentistry, University of Texas Health Science Center, Houston, Texas, USA
| | - Sangeetha Chandrasekaran
- Division of Periodontics, Department of Diagnostic Sciences and Surgical Dentistry, School of Dental Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| |
Collapse
|
4
|
Kanpittaya B, Lertpimonchai A, Mongkornkarn S, Samaranayake L, Thongmung N, Limpijankit T, Charatkulangkun O. Periodontitis Is Associated With Arterial Stiffness as Measured by Serial Cardio-Ankle Vascular Index (CAVI): A 10-Year Cohort Study. J Clin Periodontol 2024. [PMID: 39505361 DOI: 10.1111/jcpe.14086] [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: 06/12/2024] [Revised: 10/14/2024] [Accepted: 10/15/2024] [Indexed: 11/08/2024]
Abstract
AIM To investigate the effect of periodontitis on the long-term changes of the cardio-ankle vascular index (CAVI). MATERIALS AND METHODS A 10-year retrospective cohort study of 3842 Thai participants (range 25-76 years) with normal CAVI at the study initiation was undertaken. Full-mouth periodontal examination was performed by calibrated periodontists, and the extent and severity of periodontitis were determined at 5-year intervals. Serial CAVI measurements were used to examine the incidence of high CAVI (≥ 9.0) and changes in CAVI over time (ΔCAVI). RESULTS Participants with a higher extent or severity of periodontitis were found to have a significantly higher mean ΔCAVI. The incidence of high CAVI was also observed to be higher in those with periodontitis compared to those without it. The adjusted risk ratios for developing high CAVI were 1.309 and 1.513 for localized and generalized periodontitis, respectively. Participants with severe periodontitis had a 37% higher likelihood of developing CAVI ≥ 9.0 compared to individuals with no/mild periodontitis. This risk was consistent with a significant change in ΔCAVI of 0.054-0.140. CONCLUSIONS Periodontitis, both in terms of extent and severity, was found to have a significant dose-dependent effect on the risk of developing high CAVI over a 10-year period, suggesting a causal relationship between these two parameters.
Collapse
Affiliation(s)
- Bantita Kanpittaya
- Department of Periodontology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
| | - Attawood Lertpimonchai
- Department of Periodontology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence in Periodontal Disease and Dental Implant, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
| | - Sanutm Mongkornkarn
- Department of Periodontology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence in Periodontal Disease and Dental Implant, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
| | - Lakshman Samaranayake
- Department of Periodontology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
- Faculty of Dentistry, University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Nisakorn Thongmung
- Research Center, Academic Affairs and Innovations, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Thosaphol Limpijankit
- Division of Cardiology, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Orawan Charatkulangkun
- Department of Periodontology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence in Periodontal Disease and Dental Implant, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
| |
Collapse
|
5
|
Lee SY. Association between gingivitis, tooth loss and cardiovascular risk: Insights from a 10-year nationwide cohort study of 3.7 million Koreans. PLoS One 2024; 19:e0308250. [PMID: 39093905 PMCID: PMC11296644 DOI: 10.1371/journal.pone.0308250] [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: 11/29/2023] [Accepted: 07/20/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND While studies have suggested an association between periodontal disease and an increased risk of cardiovascular disease, the strength of this association and its specific links to various types of cardiovascular disease have not been thoroughly investigated. This study aimed to examine how gingivitis and tooth loss affect cardiovascular diseases, probing their individual impacts. METHODS A retrospective cohort study was conducted, encompassing 3,779,490 individuals with no history of cardiovascular disease, utilizing data from the National Health Examination and the Korean National Health Insurance database from 2006 to 2019. Cox proportional hazards models were applied to estimate the association between tooth loss, gingivitis, and cardiovascular disease. RESULTS Following a median follow-up of 10.38 years, 17,942 new cardiovascular disease cases were identified, comprising 10,224 cases of angina pectoris, 6,182 cases of acute myocardial infarction, and 9,536 cases of stroke. It was observed that the risk of stroke was significantly higher in the tooth loss group compared to the control group (adjusted hazard ratio [aHR]: 1.09, 95% confidence interval [CI]: 1.04-1.15). In the group with gingivitis and tooth loss, the risk of stroke and cardiovascular disease was significantly higher than in the control group (aHR: 1.12, 95% CI: 1.04-1.20; aHR: 1.08, 95% CI: 1.03-1.14). The gingivitis group exhibited a higher risk associated with stroke (aHR: 1.05, 95% CI: 1.01-1.10) among individuals aged 50 and above. However, statistically significant associations between periodontal disease and angina pectoris were not observed, nor between periodontal disease and acute myocardial infarction except among those aged above 50. Furthermore, the association between periodontal disease and cardiovascular disease was found to be stronger among individuals over the age of 50, males, those with obesity, and smokers compared to the control group. CONCLUSIONS Our results emphasize the association of tooth loss and gingivitis with cardiovascular disease, specifically stroke, underlining the critical need for preventive oral healthcare. Tailored interventions are necessary to reduce the heightened risk of cardiovascular disease events, especially stroke, among older, obese individuals and smokers.
Collapse
Affiliation(s)
- Seung Yeon Lee
- Seoul National University Hospital, Seoul, Republic of Korea
- Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| |
Collapse
|
6
|
Lu L, Zhao D, Li C, Sun Y, Geng F, Zhang S, Li W, Wang S, Pan Y. The role of periodontitis in the development of atherosclerotic cardiovascular disease in participants with the components of metabolic syndrome: a systematic review and meta-analysis. Clin Oral Investig 2024; 28:339. [PMID: 38801482 DOI: 10.1007/s00784-024-05731-1] [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: 02/27/2024] [Accepted: 05/18/2024] [Indexed: 05/29/2024]
Abstract
OBJECTIVES Prevention of atherosclerotic cardiovascular disease (ASCVD) is important in individuals with metabolic syndrome components (MetS), and periodontitis may play an important role in this process. This study aims to evaluate the association between periodontitis and ASCVD in participants with the components of MetS, including obesity, dysglycemia, hypertension, and dyslipidemia. MATERIALS AND METHODS This study conducted followed the MOOSE reporting guidelines and the PRISMA 2020 guidelines. EMBASE, MEDLINE, Web of Science, Cochrane Library, PubMed and OpenGrey were searched for observational studies about the linkage of periodontitis to ASCVD in people with MetS components up to April 9, 2023. Cohort, case-control and cross-sectional studies were included after study selection. Quality evaluation was carried out using the original and modified Newcastle-Ottawa Scale as appropriate. Random-effects model was employed for meta-analysis. RESULTS Nineteen studies were finally included in the quality analysis, and all of them were assessed as moderate to high quality. Meta-analyses among fifteen studies revealed that the participants with periodontitis were more likely to develop ASCVD in those who have dysglycemia (RR = 1.25, 95% CI = 1.13-1.37; p < 0.05), obesity (RR = 1.13, 95% CI = 1.02-1.24; p < 0.05), dyslipidemia (RR = 1.36, 95% CI = 1.13-1.65; p < 0.05), or hypertension (1.20, 95% CI = 1.05-1.36; p < 0.05). CONCLUSIONS Periodontitis promotes the development of ASCVD in participants with one MetS component (obesity, dysglycemia, hypertension or dyslipidemia). CLINICAL RELEVANCE In people with MetS components, periodontitis may contribute to the ASCVD incidence.
Collapse
Affiliation(s)
- Lijie Lu
- Department of Periodontics, School and Hospital of Stomatology, China Medical University, Shenyang, China
- Liaoning Provincial Key Laboratory of Oral Diseases, Shenyang, China
| | - Dan Zhao
- Department of Implant Dentistry, Beijing Stomatological Hospital, Capital Medical University, Beijing, China
| | - Chen Li
- Department of Periodontics, School and Hospital of Stomatology, China Medical University, Shenyang, China
- Liaoning Provincial Key Laboratory of Oral Diseases, Shenyang, China
| | - Yangyang Sun
- Department of Periodontics, School and Hospital of Stomatology, China Medical University, Shenyang, China
- Liaoning Provincial Key Laboratory of Oral Diseases, Shenyang, China
| | - Fengxue Geng
- Department of Periodontics, School and Hospital of Stomatology, China Medical University, Shenyang, China
- Liaoning Provincial Key Laboratory of Oral Diseases, Shenyang, China
| | - Shuwei Zhang
- Department of Periodontics, School and Hospital of Stomatology, China Medical University, Shenyang, China
- Liaoning Provincial Key Laboratory of Oral Diseases, Shenyang, China
| | - Weiqi Li
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, Sichuan University, Chengdu, China
| | - Songlin Wang
- Salivary Gland Disease Center, Beijing Key Laboratory of Tooth Regeneration and Function Reconstruction, Beijing Laboratory of Oral Health and Beijing Stomatological Hospital, Capital Medical University, Beijing, 100050, China.
| | - Yaping Pan
- Department of Periodontics, School and Hospital of Stomatology, China Medical University, Shenyang, China.
- Liaoning Provincial Key Laboratory of Oral Diseases, Shenyang, China.
| |
Collapse
|
7
|
Yu YH, Steffensen B, Chasman DI, Buring JE. Self-reported oral health is associated with systemic health outcomes and all-cause mortality. J Am Dent Assoc 2024; 155:233-243.e8. [PMID: 38276920 PMCID: PMC10932849 DOI: 10.1016/j.adaj.2023.11.006] [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: 08/29/2023] [Revised: 11/06/2023] [Accepted: 11/13/2023] [Indexed: 01/27/2024]
Abstract
BACKGROUND Self-reported oral health questions (OHQs) are used commonly for epidemiologic surveillance of periodontal disease (PD). The authors' objective was to investigate how OHQs are associated with well-established systemic comorbidities of PD and their impact on all-cause mortality. The authors hypothesized that OHQs exhibit associations with systemic comorbidities similar to PD. METHODS Two independent data sets were used to achieve these objectives: the Women's Health Study, a prospective cohort of women 45 years or older with self-reported information on PD, OHQs, cardiovascular disease, diabetes, and osteoporosis in various timeframes (continuous from 1992) and the National Health and Nutrition Examination Survey (NHANES), with data on OHQs and linked mortality (1999-2018). The authors applied multivariate logistic regression models and Cox proportional hazard regression survival analyses to test their hypotheses. RESULTS The Women's Health Study participants who reported having PD until 2006 were more likely to later report deteriorating oral health, bone loss around their teeth, or periodontal treatment in 2018. Self-rated fair or poor oral health was independently associated with increased risk of cardiovascular disease (odds ratio, 1.39; 95% CI, 1.14 to 1.69; P < .001), diabetes (odds ratio, 1.21; 95% CI, 1.02 to 1.43; P = .028), and osteoporosis (odds ratio, 1.60; 95% CI, 1.38 to 1.84; P < .001). National Health and Nutrition Examination Survey participants who self-rated fair or poor oral health had higher risks of all-cause mortality (hazard ratio, 1.18; 95% CI, 1.02 to 1.37; P = .027). CONCLUSIONS Self-reported oral health had a similar magnitude of associations with systemic comorbidities as established with PD previously. Moreover, self-rated fair or poor oral health, suboptimal dental visits, or infrequent flossing were associated with increased all-cause mortality. PRACTICAL IMPLICATIONS These results support the use of OHQs in assessing systemic connections, especially when clinical dental access is limited. This clinical trial was registered at ClinicalTrials.gov. The registration number is NCT00000479.
Collapse
Affiliation(s)
- Yau-Hua Yu
- Dept. of Periodontology, Tufts University School of Dental Medicine, Boston MA, USA
| | - Bjorn Steffensen
- Dept. of Periodontology, Tufts University School of Dental Medicine, Boston MA, USA
| | - Daniel I. Chasman
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston MA, USA
- Harvard Medical School, Boston MA, USA
| | - Julie E. Buring
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston MA, USA
- Harvard Medical School, Boston MA, USA
| |
Collapse
|
8
|
Takagi S, Maeda K, Shimizu A, Yuasa H, Yamauchi K, Sakai H. Associations between oral health status and short-term functional outcomes in hospitalized patients aged over 65 years with acute ischemic stroke: a retrospective observational study. Clin Oral Investig 2023; 27:7635-7642. [PMID: 37953327 DOI: 10.1007/s00784-023-05352-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 10/18/2023] [Indexed: 11/14/2023]
Abstract
OBJECTIVE To assess the associations between oral health status and short-term functional outcomes in hospitalized patients aged over 65 years with acute ischemic stroke. MATERIALS AND METHODS This retrospective observational analysis included older adult patients (age, ≥ 65 years) admitted for acute ischemic stroke. The oral health status at admission was evaluated using the Oral Health Assessment Tool (OHAT). Patients were categorized into the normal oral health (OHAT score, 0-2) or poor oral health (OHAT score, ≥ 3) group. Stroke severity, Functional Oral Intake Scale (FOIS), and medical history were compared. Multivariate analysis was used to determine the association between the OHAT score and modified Rankin Scale (mRS) score at discharge, FOIS score at discharge, and length of hospital stay. RESULTS The study comprised 129 patients (mean age: 78.8 ± 7.7 years). The poor oral health group (n = 22) had a higher stroke severity and lower FOIS scores than the normal oral health group (n = 107). The poor oral health group exhibited significantly higher rates of moderate to severe disability at discharge (odds ratio = 9.18, 95% confidence interval [CI]: 1.74-48.30, P = 0.009), lower FOIS scores at discharge (β = -0.96, 95% CI: -1.71 to -0.20, P = 0.014), and longer hospital stays (β = 10.70, 95% CI: 0.80-20.61, P = 0.034) than the other group. CONCLUSION In older patients with acute ischemic stroke, poor oral health status at admission was associated with worse short-term functional outcomes, including increased disability, dysphagia, and longer hospital stay. CLINICAL RELEVANCE Assessing and addressing the oral health status of this population can potentially improve short-term functional outcomes and enhance comprehensive stroke care.
Collapse
Affiliation(s)
- Sahoko Takagi
- Department of Nutrition Management, Hospital, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Keisuke Maeda
- Nutrition Therapy Support Center, Aichi Medical University Hospital, Nagakute, Japan.
- Department of Geriatric Medicine, Hospital, National Center for Geriatrics and Gerontology, Obu, Japan.
| | - Akio Shimizu
- Department of Food and Health Science, Faculty of Health and Human Development, The University of Nagano, Nagano, Japan
| | - Hidemichi Yuasa
- Department of Oral and Maxillofacial Surgery, National Hospital Organization Toyohashi Medical Center, Toyohashi, Japan
| | - Keita Yamauchi
- Department of Neurosurgery, National Hospital Organization Toyohashi Medical Center, Toyohashi, Japan
| | - Hideki Sakai
- Department of Neurosurgery, Toyohashi Heart Center, Toyohashi, Japan
| |
Collapse
|
9
|
Chen Y, Zheng J, Ni D, Zhang D, Zhu H. The correlation between periodontitis and uncontrolled hypertension is mediated by inflammatory markers: results from a cross-sectional study of urban elderly population in southeast China. BMC Oral Health 2023; 23:919. [PMID: 38001437 PMCID: PMC10675948 DOI: 10.1186/s12903-023-03680-x] [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: 05/12/2023] [Accepted: 11/20/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND Periodontal diseases is considered the most important global oral health burden according to the world health organization (WHO) (Oral health. https://www.who.int/news-room/fact-sheets/detail/oral-health#Overviewth (who.int). Accessed 21 Sep 2023). It is a common local inflammatory disease associated with hypertension, this study aims to explore the relationship between periodontitis and uncontrolled hypertension and whether inflammation indication such as white blood cell (WBC) count or neutrophil count is a mediator of this relationship. METHODS One thousand four hundred eighty-eight elders attending annual physical and oral examinations in Zhejiang province were included in this study. The staging of Periodontitis was classified as none, mild-moderate and severe. Participants are categorized into two groups based on blood pressure: hypertensive( positive high blood pressure( HBP) history or underwent HBP medication or blood pressure( BP) ≥ 140/90 mmHg) and uncontrolled hypertensive (systolic blood pressure( SBP) ≥ 140 mmHg or distolic blood pressure( DBP) ≥ 90 mmHg). Peripheral blood samples were collected, information on hypertension history and potential confounders (age, sex, smoking, alcohol consumption, exercise frequency, diabetes) was collected in questionnaires. The correlation between periodontitis and hypertension was investigated using logistics regression analyses, mediation analysis was assessed for the effect of inflammation on hypertension. RESULTS The study population includes 1,488 participants aged 55-90 years. Odds of uncontrolled hypertension increased significantly along with periodontitis in the regression models both in unadjusted model (odds ratio( OR): 1.407, 95% confidence intervals( CI): 1.037 ~ 1.910) and fully adjusted model (OR: 1.950, 95% CI: 1.127 ~ 3.373). Mediation analysis confirmed that WBC and neutrophic count function as a full mediator of the association between periodontitis and uncontrolled hypertension either in the unadjusted or the adjusted model. CONCLUSIONS In a study of urban elderly population in southeast China, periodontitis is found to be significantly associated with uncontrolled hypertension, such relation is mediated by WBC and neutrophil count. Periodontitis can increase the difficulty of controlling hypertension. Promotion of periodontal health strategies in the dental setting could help reduce the burden of hypertension and its complications.
Collapse
Affiliation(s)
- Yue Chen
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China
| | - Jiaoer Zheng
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China
| | - Da Ni
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China
| | - Denghui Zhang
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China
| | - Haihua Zhu
- Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China.
| |
Collapse
|
10
|
Wang Z, Congdon N, Ma X. Longitudinal associations between self-reported vision impairment and all-cause mortality: a nationally representative cohort study among older Chinese adults. Br J Ophthalmol 2023; 107:1597-1605. [PMID: 35985659 PMCID: PMC10646848 DOI: 10.1136/bjo-2022-321577] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 07/31/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To compare the effects of pre-existing and new self-reported vision impairment (VI), and its correction, on all-cause mortality among Chinese adults aged 45 years and older. METHODS We used four waves of data from the China Health and Retirement Longitudinal Study. Our analytical cohort consists of 15 808 participants aged 45 years and older with an average follow-up of 6.4 years. Exposures included pre-existing self-reported VI and vision correction (time-independent exposures), new self-reported VI and vision correction (time-dependent exposures). Outcomes were measured as the risk of all-cause mortality and the risk stratification for pre-specified factors. RESULTS Compared with participants with normal vision, all-cause mortality was higher among those with pre-existing self-reported VI (crude HR (cHR)=1.29, 95% CI: 1.17 to 1.44; adjusted HR (aHR)=1.22, 95% CI: 1.09 to 1.37) and new self-reported VI (cHR=1.42, 95% CI: 1.28 to 1.58; aHR=1.36, 95% CI: 1.21 to 1.51). Mortality risk was lower among those with high school or higher education. Participants who were wearing eyeglasses/contact lenses or had cataract surgery at baseline did not have significantly higher all-cause mortality (eyeglasses: aHR=0.82, 95% CI: 0.65 to 1.02; cataract surgery: aHR=1.12, 95% CI: 0.74 to 1.69) compared with participants with normal vision. The same was true among participants with new correction of self-reported VI (glasses: aHR=1.01, 95% CI: 0.78 to 1.24; cataract surgery: aHR=0.95, 95% CI: 0.68 to 1.31). CONCLUSIONS Both pre-existing and new self-reported VI increase all-cause mortality among Chinese adults aged 45 years and older, though visual correction reduces this risk.
Collapse
Affiliation(s)
- Ziyue Wang
- Department of Family Medicine, McGill University Faculty of Medicine, Montreal, Québec, Canada
| | - Nathan Congdon
- Centre for Public Health, Queen's University Belfast, Belfast, UK
- Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Xiaochen Ma
- China Center for Health Development Studies, Peking University, Beijing, China
| |
Collapse
|
11
|
Etta I, Kambham S, Girigosavi KB, Panjiyar BK. Mouth-Heart Connection: A Systematic Review on the Impact of Periodontal Disease on Cardiovascular Health. Cureus 2023; 15:e46585. [PMID: 37933364 PMCID: PMC10625740 DOI: 10.7759/cureus.46585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/06/2023] [Indexed: 11/08/2023] Open
Abstract
Periodontal diseases (PDs) and cardiovascular diseases (CVDs) are highly prevalent global diseases with increasing percentages of morbidity and mortality. Both PD and CVDs independently have multifactorial causation, and emerging evidence shows an association between PD and CVDs. Periodontal diseases like gingivitis and periodontitis are chronic inflammatory conditions that eventually cause systemic inflammation, leading to many systemic diseases like rheumatoid arthritis, cardiovascular diseases, and others. In this study, we followed a systematic review approach to give an overview of the current evidence on the association between PD and CVDs. We used a relevant search strategy to retrieve articles from databases such as PubMed and Google Scholar from 2013 to July 2023. Upon applying filters and screening through titles and abstracts, we could narrow down articles to 21. On full-text screening, we selected 10 articles for in-depth analysis. This study showed a significant correlation between PD and CVDs. Poor oral hygiene, infection, and inflammation in the oral cavity lead to systemic inflammation, causing endothelial dysfunction. There are controversial views about PD acting as an independent risk factor for CVD development, as there are other risk factors such as age, gender, smoking, etc. acting as confounding factors while establishing the link between PD and CVDs. Knowledge about oral health, maintaining good oral hygiene, and proper treatment for PD could reduce the incidence of CVDs. Further research is needed to prove that PD is an independent risk factor for CVDs.
Collapse
Affiliation(s)
- Indu Etta
- Internal Medicine, Kakatiya Medical College, Warangal, IND
| | - Saisravika Kambham
- Internal Medicine, Dr. Bhim Rao Ambedkar Medical College and Hospital, Bangalore, IND
| | - Khushal B Girigosavi
- Neurology, Dr. Vasantrao Pawar Medical College, Hospital and Research Center, Nashik, IND
| | - Binay K Panjiyar
- Internal Medicine, Harvard Medical School, Boston, USA
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| |
Collapse
|
12
|
Guo X, Li X, Liao C, Feng X, He T. Periodontal disease and subsequent risk of cardiovascular outcome and all-cause mortality: A meta-analysis of prospective studies. PLoS One 2023; 18:e0290545. [PMID: 37682950 PMCID: PMC10490928 DOI: 10.1371/journal.pone.0290545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 08/10/2023] [Indexed: 09/10/2023] Open
Abstract
Studies reported periodontal disease (PD) periodontal disease is associated with many systemic diseases, including cardiovascular outcomes and all-cause mortality. However, the precise mechanistic link for these relationship remained unclear. We therefore performed a meta-analysis of cohort studies to investigate the association of PD with the risk of cardiovascular outcomes and all-cause mortality. We systematically searched the databases of PubMed, EmBase, and the Cochrane library to identify eligible studies until April 2023. The investigated outcomes included major adverse cardiovascular events (MACEs), coronary heart disease (CHD), myocardial infarction (MI), stroke, cardiac death, and all-cause mortality. The summary relative risk (RR) with 95% confidence interval (CI) were calculated using the random-effects model. Thirty-nine cohort studies with 4,389,263 individuals were selected for final meta-analysis. We noted PD were associated with elevated risk of MACEs (RR: 1.24; 95%CI: 1.15-1.34; P<0.001), CHD (RR: 1.20; 95%CI: 1.12-1.29; P<0.001), MI (RR: 1.14; 95%CI: 1.06-1.22; P = 0.001), stroke (RR: 1.26; 95%CI: 1.15-1.37; P<0.001), cardiac death (RR: 1.42; 95%CI: 1.10-1.84; P = 0.007), and all-cause mortality (RR: 1.31; 95%CI: 1.07-1.61; P = 0.010). Sensitivity analyses indicated the pooled conclusions for cardiovascular outcomes and all-cause mortality are robustness. The associations of PD with the risk of ardiovascular outcomes and all-cause mortality could affected by region, study design, PD definition, follow-up duration, and study quality. This study found the risk of cardiovascular outcomes and all-cause mortality were elevated in PD patients, and the intervention for PD should be applied to prevent the risk of cardiovascular outcomes.
Collapse
Affiliation(s)
- Xiangyu Guo
- State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral DiseasesWest China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Xue Li
- State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral DiseasesWest China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Chunjuan Liao
- State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral DiseasesWest China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Xingyu Feng
- State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral DiseasesWest China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Tao He
- State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral DiseasesWest China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| |
Collapse
|
13
|
Fujii T, Aoyama N, Kida S, Taniguchi K, Yata T, Minabe M, Komaki M. Associations between Periodontal Status and Liver Function in the Japanese Population: A Cross-Sectional Study. J Clin Med 2023; 12:4759. [PMID: 37510874 PMCID: PMC10381182 DOI: 10.3390/jcm12144759] [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: 06/14/2023] [Revised: 07/15/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
A relationship between periodontitis and liver function has been suggested. Indeed, patients with severe periodontal disease have been found to be more prone to liver dysfunction. The periodontal inflammatory surface area (PISA) has been shown to be a useful indicator of periodontal and systemic diseases. However, little information is available regarding whether the PISA is associated with liver function markers, such as gamma-glutamyltransferase (GGT), aspartate aminotransferase (AST), and alanine aminotransferase (ALT). This study aimed to clarify relationship between liver function markers, AST, ALT, and GGT, and PISA level in a cross-sectional study. The subjects were recruited between 2018 and 2021 at the Medical and Dental Collaboration Center of Kanagawa Dental College Hospital. A periodontal clinical examination was performed, and the PISA was calculated. Peripheral blood samples were collected, and serum levels of liver function markers were measured. The levels of liver function markers were examined in different values of PISA. Participants with high PISA scores were more likely to have increased GGT levels while AST and ALT were not changed with PISA. Increased GGT was found in 10.8% and 29.4% (p = 0.0056), increased AST in 48.2% and 52.9% (p = 0.62), and increased ALT in 35.2% and 47.0% (p = 0.20) among <300 mm2 and ≧300 mm2 PISA groups, respectively. It was found that males with a PISA of 300 mm2 or higher had an elevated level of serum GGT. In conclusion, elevated GGT was found in the high PISA group, particularly in males, while AST and ALT did not differ by PISA.
Collapse
Affiliation(s)
- Toshiya Fujii
- Department of Periodontology, Kanagawa Dental University, 82 Inaoka-cho, Yokosuka 238-8580, Kanagawa, Japan
| | - Norio Aoyama
- Department of Periodontology, Kanagawa Dental University, 82 Inaoka-cho, Yokosuka 238-8580, Kanagawa, Japan
| | - Sayuri Kida
- Department of Periodontology, Kanagawa Dental University, 82 Inaoka-cho, Yokosuka 238-8580, Kanagawa, Japan
| | - Kentaro Taniguchi
- Department of Periodontology, Kanagawa Dental University, 82 Inaoka-cho, Yokosuka 238-8580, Kanagawa, Japan
| | - Tomomi Yata
- Department of Periodontology, Kanagawa Dental University, 82 Inaoka-cho, Yokosuka 238-8580, Kanagawa, Japan
| | - Masato Minabe
- Bunkyou Dori Dental Clinic, 2-4-1 Anagawa, Chiba 263-0024, Chiba, Japan
| | - Motohiro Komaki
- Department of Periodontology, Kanagawa Dental University, 82 Inaoka-cho, Yokosuka 238-8580, Kanagawa, Japan
| |
Collapse
|
14
|
Alwithanani N. Periodontal Diseases and Heart Diseases: A Systemic Review. JOURNAL OF PHARMACY AND BIOALLIED SCIENCES 2023; 15:S72-S78. [PMID: 37654288 PMCID: PMC10466634 DOI: 10.4103/jpbs.jpbs_517_22] [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: 10/25/2022] [Revised: 02/07/2023] [Accepted: 03/03/2023] [Indexed: 09/02/2023] Open
Abstract
Introduction Up to 50% of people worldwide are affected by periodontal disease (PD); cardiovascular diseases are a serious concern for the major portion of the world's population. Observational data have shown a connection between PD and CVD. The current systemic review investigates the incidence of the CVD in individuals with PD through various designs of the previous research. Materials and Methods An extensive online search in the various databanks of EMBASE, Medline, Pubmed, and Scopus was conducted. The keywords searched were: "PD, CVD, myocardial infarction, coronary heart disease (CHD), and stroke; technique of diagnosis and the degree of PD were assessed clinically or by self-report." The studies selected were longitudinal research design and randomized trials. To ascertain the risk of mortality due to cardiac issues in periodontal diseases, meta-analysis, and meta-regression were carried out. The diagnosis techniques for periodontal diseases, severity, and impact of gender, were also examined. Results After full-text screening, 32 longitudinal cohort studies were included. PD patients had a significantly greater risk of CVD than non-PD patients (RR: 1.20). Clinical and self-reported PD diagnoses did not differ in CVD risk (RR = 0.97). Men were at increased risk for both severe PD (RR: 1.25), and CVD (RR: 1.16). The risk of stroke was the highest among all forms of CVD (RR = 1.24), and the risk of CHD was significantly elevated (RR = 1.14). Conclusion Current review showed that populations with PD consistently and modestly have an elevated risk of CVD. Men and those with severe PD are at higher CVD risk, which suggests population-targeted therapies may be helpful.
Collapse
Affiliation(s)
- Naif Alwithanani
- Department of Oral and Maxillofacial Surgery and Diagnostic Science, Taif University, Taif, Saudi Arabia
| |
Collapse
|
15
|
Issa MF, Yousry A, Tuboly G, Juhasz Z, AbuEl-Atta AH, Selim MM. Heartbeat classification based on single lead-II ECG using deep learning. Heliyon 2023; 9:e17974. [PMID: 37539141 PMCID: PMC10395346 DOI: 10.1016/j.heliyon.2023.e17974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 08/05/2023] Open
Abstract
The analysis and processing of electrocardiogram (ECG) signals is a vital step in the diagnosis of cardiovascular disease. ECG offers a non-invasive and risk-free method for monitoring the electrical activity of the heart that can assist in predicting and diagnosing heart diseases. The manual interpretation of the ECG signals, however, can be challenging and time-consuming even for experts. Machine learning techniques are increasingly being utilized to support the research and development of automatic ECG classification, which has emerged as a prominent area of study. In this paper, we propose a deep neural network model with residual blocks (DNN-RB) to classify cardiac cycles into six ECG beat classes. The MIT-BIH dataset was used to validate the model resulting in a test accuracy of 99.51%, average sensitivity of 99.7%, and average specificity of 98.2%. The DNN-RB method has achieved higher accuracy than other state-of-the-art algorithms tested on the same dataset. The proposed method is effective in the automatic classification of ECG signals and can be used for both clinical and out-of-hospital monitoring and classification combined with a single-lead mobile ECG device. The method has also been integrated into a web application designed to accept digital ECG beats as input for analyses and to display diagnostic results.
Collapse
Affiliation(s)
- Mohamed F. Issa
- Department of Scientific Computing, Faculty of Computers and Artificial Intelligence, Benha University, Benha, 13511, Egypt
- Department of Electrical Engineering and Information Systems, University of Pannonia, 8200, Veszprém, Hungary
| | - Ahmed Yousry
- Department of Computer Science, Faculty of Computers and Artificial Intelligence, Benha University, Benha, 13511, Egypt
| | - Gergely Tuboly
- Department of Electrical Engineering and Information Systems, University of Pannonia, 8200, Veszprém, Hungary
| | - Zoltan Juhasz
- Department of Electrical Engineering and Information Systems, University of Pannonia, 8200, Veszprém, Hungary
| | - Ahmed H. AbuEl-Atta
- Department of Computer Science, Faculty of Computers and Artificial Intelligence, Benha University, Benha, 13511, Egypt
| | - Mazen M. Selim
- Department of Computer Science, Faculty of Computers and Artificial Intelligence, Benha University, Benha, 13511, Egypt
- Department of Mechatronics, Delta University for Science and Technology, Gamasa, 11152, Egypt
| |
Collapse
|
16
|
Leng Y, Hu Q, Ling Q, Yao X, Liu M, Chen J, Yan Z, Dai Q. Periodontal disease is associated with the risk of cardiovascular disease independent of sex: A meta-analysis. Front Cardiovasc Med 2023; 10:1114927. [PMID: 36923959 PMCID: PMC10010192 DOI: 10.3389/fcvm.2023.1114927] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 02/06/2023] [Indexed: 03/03/2023] Open
Abstract
Objectives Studies have established a link between periodontal disease and cardiovascular disease (CVD), but it is unclear whether there is a sex difference in their association. Methods The PubMed, Embase, and Cochrane databases were searched until June, 21 2022. Cardiovascular outcomes included any CVD, myocardial infarction (MI), coronary heart disease (CHD), or stroke. Studies reported the prevalence of CVD in patients with periodontal disease and the relationship between periodontal disease and CVD. The study is registered with PROSPERO (CRD42022333663). The level of evidence and recommendations is assessed by the Grading of Recommendations for Assessment, Development and Evaluation (GRADE). Results Twenty-six studies were included. In patients with periodontal disease, the prevalence of CVD was 7.2% [9 studies; 95% confidence interval (CI): 2.7-13.6%], and prevalence for CHD, hypertension, stroke, and heart failure was 6.6, 25.3, 1, and 1.1%, respectively. There was a significant association between periodontal disease and CVD in men [odds ratio (OR) = 1.22; 95% CI: 1.12-1.34] and women (OR = 1.11; 95% CI: 1.05-1.17), with no significant sex difference (P > 0.05). Conclusion Cardiovascular disease is relatively common in patients with periodontal disease, and an increased risk of CVD is associated with periodontal disease independent of sex. Interventions targeting periodontal disease may be beneficial for CVD. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/, identifier CRD42022333663.
Collapse
Affiliation(s)
- Yurong Leng
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, Jiangxi, China
- The Key Laboratory of Oral Biomedicine, Nanchang, Jiangxi, China
- Jiangxi Province Clinical Research Center for Oral Disease, Nanchang, Jiangxi, China
| | - Qinwen Hu
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Qin Ling
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Xiongda Yao
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Menglu Liu
- Department of Cardiology, Seventh People’s Hospital of Zhengzhou, Zhengzhou, China
| | - Jiawei Chen
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Zhiwei Yan
- Department of Sports Rehabilitation, College of Human Kinesiology, Shenyang Sport University, Shenyang, China
| | - Qun Dai
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, Jiangxi, China
- The Key Laboratory of Oral Biomedicine, Nanchang, Jiangxi, China
- Jiangxi Province Clinical Research Center for Oral Disease, Nanchang, Jiangxi, China
| |
Collapse
|
17
|
Yang M, Zhang H, Liu W, Yong K, Xu J, Luo Y, Zhang H. Knowledge graph analysis and visualization of artificial intelligence applied in electrocardiogram. Front Physiol 2023; 14:1118360. [PMID: 36846320 PMCID: PMC9947408 DOI: 10.3389/fphys.2023.1118360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 01/31/2023] [Indexed: 02/11/2023] Open
Abstract
Background: Electrocardiogram (ECG) provides a straightforward and non-invasive approach for various applications, such as disease classification, biometric identification, emotion recognition, and so on. In recent years, artificial intelligence (AI) shows excellent performance and plays an increasingly important role in electrocardiogram research as well. Objective: This study mainly adopts the literature on the applications of artificial intelligence in electrocardiogram research to focus on the development process through bibliometric and visual knowledge graph methods. Methods: The 2,229 publications collected from the Web of Science Core Collection (WoSCC) database until 2021 are employed as the research objects, and a comprehensive metrology and visualization analysis based on CiteSpace (version 6.1. R3) and VOSviewer (version 1.6.18) platform, which were conducted to explore the co-authorship, co-occurrence and co-citation of countries/regions, institutions, authors, journals, categories, references and keywords regarding artificial intelligence applied in electrocardiogram. Results: In the recent 4 years, both the annual publications and citations of artificial intelligence in electrocardiogram sharply increased. China published the most articles while Singapore had the highest ACP (average citations per article). The most productive institution and authors were Ngee Ann Polytech from Singapore and Acharya U. Rajendra from the University of Technology Sydney. The journal Computers in Biology and Medicine published the most influential publications, and the subject with the most published articles are distributed in Engineering Electrical Electronic. The evolution of research hotspots was analyzed by co-citation references' cluster knowledge visualization domain map. In addition, deep learning, attention mechanism, data augmentation, and so on were the focuses of recent research through the co-occurrence of keywords.
Collapse
Affiliation(s)
- Mengting Yang
- Key Laboratory of Medical Electrophysiology, Ministry of Education and Medical Electrophysiological Key Laboratory of Sichuan Province, Collaborative Innovation Center for Prevention of Cardiovascular Diseases, Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China
- College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China
| | - Hongchao Zhang
- School of Physical Education, Southwest Medical University, Luzhou, China
| | - Weichao Liu
- Key Laboratory of Medical Electrophysiology, Ministry of Education and Medical Electrophysiological Key Laboratory of Sichuan Province, Collaborative Innovation Center for Prevention of Cardiovascular Diseases, Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China
| | - Kangle Yong
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China
| | - Jie Xu
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China
| | - Yamei Luo
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China
| | - Henggui Zhang
- Key Laboratory of Medical Electrophysiology, Ministry of Education and Medical Electrophysiological Key Laboratory of Sichuan Province, Collaborative Innovation Center for Prevention of Cardiovascular Diseases, Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China
- Department of Physics and Astronomy, The University of Manchester, Manchester, United Kingdom
| |
Collapse
|
18
|
Yu YH, Steffensen B, Ridker PM, Buring JE, Chasman DI. Candidate loci shared among periodontal disease, diabetes and bone density. Front Endocrinol (Lausanne) 2023; 13:1016373. [PMID: 36778599 PMCID: PMC9911896 DOI: 10.3389/fendo.2022.1016373] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 12/28/2022] [Indexed: 01/28/2023] Open
Abstract
Introduction While periodontal disease (PD) has been associated with type 2 diabetes (T2D) and osteoporosis, the underlying genetic mechanisms for these associations remain largely unknown. The aim of this study is to apply cross-trait genetic analyses to investigate the potentially shared biology among PD, T2D, and bone mineral density (BMD) by assessing pairwise genetic correlations and searching for shared polymorphisms. Methods We applied cross-trait genetic analyses leveraging genome-wide association study (GWAS) summary statistics for: Periodontitis/loose teeth from the UKBB/GLIDE consortium (PerioLT, N=506594), T2D from the DIAGRAM consortium (Neff=228825), and BMD from the GEFOS consortium (N=426824). Among all three, pair-wise genetic correlations were estimated with linkage disequilibrium (LD) score regression. Multi-trait meta-analysis of GWAS (MTAG) and colocalization analyses were performed to discover shared genome-wide significant variants (pMTAG <5x10-8). For replication, we conducted independent genetic analyses in the Women's Genome Health Study (WGHS), a prospective cohort study of middle-aged women of whom 14711 provided self-reported periodontal disease diagnosis, oral health measures, and periodontal risk factor data including incident T2D. Results Significant genetic correlations were identified between PerioLT/T2D (Rg=0.23; SE=0.04; p=7.4e-09) and T2D/BMD (Rg=0.09; SE=0.02; p=9.8e-06). Twenty-one independent pleiotropic variants were identified via MTAG (pMTAG<5x10-8 across all traits). Of these variants, genetic signals for PerioLT and T2D colocalized at one candidate variant (rs17522122; ProbH4 = 0.58), a 3'UTR variant of AKAP6. Colocalization between T2D/BMD and the original PerioLT GWAS p-values suggested 14 additional loci. In the independent WGHS sample, which includes responses to a validated oral health questionnaire for PD surveillance, the primary shared candidate (rs17522122) was associated with less frequent dental flossing [OR(95%CI)= 0.92 (0.87-0.98), p=0.007], a response that is correlated with worse PD status. Moreover, 4 additional candidate variants were indirectly supported by associations with less frequent dental flossing [rs75933965, 1.17(1.04-1.31), p=0.008], less frequent dental visits [rs77464186, 0.82(0.75-0.91), p=0.0002], less frequent dental prophylaxis [rs67111375, 0.91(0.83-0.99), p=0.03; rs77464186, 0.80(0.72-0.89), p=3.8e-05], or having bone loss around teeth [rs8047395, 1.09(1.03-1.15), p=0.005]. Discussion This integrative approach identified one colocalized locus and 14 additional candidate loci that are shared between T2D and PD/oral health by comparing effects across PD, T2D and BMD. Future research is needed to independently validate our findings.
Collapse
Affiliation(s)
- Yau-Hua Yu
- Department of Periodontology, Tufts University School of Dental Medicine, Boston, MA, United States
| | - Bjorn Steffensen
- Department of Periodontology, Tufts University School of Dental Medicine, Boston, MA, United States
| | - Paul M. Ridker
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Julie E. Buring
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Daniel I. Chasman
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| |
Collapse
|
19
|
Meregildo-Rodriguez ED, Robles-Arce LG, Chunga-Chévez EV, Asmat-Rubio MG, Zavaleta-Alaya P, Vásquez-Tirado GA. Periodontal disease as a non-traditional risk factor for acute coronary syndrome: a systematic review and meta-analysis. LE INFEZIONI IN MEDICINA 2022; 30:501-515. [PMID: 36482952 PMCID: PMC9715009 DOI: 10.53854/liim-3004-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 09/21/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Previous observational studies have suggested an association between periodontal disease (PD) and cardiovascular and cerebrovascular diseases. Nonetheless, evidence linking PD with coronary heart disease (CHD) and acute coronary syndrome (ACS) is still contradictory. We aim to systematically review the role of PD as a risk factor for ACS (myocardial infarction and unstable angina). METHODS The protocol was registered in PROSPERO (CRD42021286278) and we followed the recommendations of the PRISMA and AMSTAR 2 guidelines. We systematically searched for 7 databases and electronic thesis repositories from inception to February 2022. We included articles without language restriction following the PECO strategy (population: "adult participants"; exposure: "periodontal disease"; comparator: "no periodontal disease"; outcome: "acute coronary syndrome" OR "acute myocardial infarction" OR "unstable angina"). Odds ratios (OR) with 95% confidence intervals (95% CI) were pooled using random effects and heterogeneity was quantified by Cochran's Q and Higgins' I2 statistics. Subgroup analyses were carried out according to the participants' sex, type of diagnosis of PD, type of study, and continent of origin of studies. RESULTS We included 46 papers (17 cohort, 25 case-control, and 4 cross-sectional studies) that met the inclusion criteria. This meta-analysis includes a total of 6,806,286 participants and at least 68,932 ACS events, mainly myocardial infarction (MI). In accordance with our results, PD is associated with a higher risk of ACS (OR 1.35; 95% CI 1.25-1.45). However, clinical and methodological heterogeneity was significant (I2=86%, p<0.05). In the sensitivity analysis, the exclusion of some studies with "extreme" results (outliers) did not significantly affect the overall estimate or heterogeneity. In subgroup analysis, we found no statistically significant differences between men and women according to subgroup difference tests (I2=0%, p=0.67). Conversely, there were differences according to the type of diagnosis of PD (clinical or self-reported diagnosis), type of study (cohort, case-control, or cross-sectional study), and the continent of origin (North America, South America, Asia, or Europe) of the studies (I2=79%-96%, p<0.10). Of the 46 studies, only 4 had a high risk of bias. Additionally, the funnel plot suggested publication bias. CONCLUSION PD may be an important non-traditional risk factor for ACS. Although, this meta-analysis brings together more studies, and therefore more evidence, than any other previous similar study, its results should be interpreted with caution due to the great heterogeneity and the potential presence of bias.
Collapse
|
20
|
Parveen S, Alhazmi YA. Impact of Intermittent Fasting on Metabolic Syndrome and Periodontal Disease-A Suggested Preventive Strategy to Reduce the Public Health Burden. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14536. [PMID: 36361416 PMCID: PMC9657467 DOI: 10.3390/ijerph192114536] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 10/30/2022] [Accepted: 11/02/2022] [Indexed: 05/27/2023]
Abstract
Metabolic syndrome (MetS) prevalence continues to climb significantly worldwide in today's ad libitum society. MetS has tremendous societal and economic ramifications, making it imperative to develop effective strategies for preventing and controlling it to alleviate this growing burden. Periodontal disease and MetS are associated with several risk factors. Studies in the past have demonstrated that obesity, cardiovascular illness, and type 2 diabetes mellitus have a negative effect on the severity of the periodontal disease. Patients with metabolic syndrome have elevated serum levels of proinflammatory mediators such as tumor necrosis factor-alpha interleukin-6 and C-reactive protein. Similar inflammatory mediators, such as interleukin-6, tumor necrosis factor-alpha, and C-reactive protein, are increased in patients with severe periodontal disease. Remarkably, intermittent fasting is underpinned by scientific evidence, claiming to be the most effective non-pharmacological, potential therapeutic alternative for combating a wide range of metabolic, inflammatory, and lifestyle-related diseases. Nonetheless, an insufficient investigation has been performed to determine whether intermittent fasting has therapeutic benefits on periodontal inflammation and diseases. Here, we show the interrelationship between metabolic syndrome and periodontal disease and contextualize the beneficial impact of intermittent fasting in modulating the chronic metabolic and periodontal inflammatory response. We also anticipate that this review paves the way for further exploration of intermittent fasting as a unique research paradigm representing a cost-effective alternative strategy to conventional disease management in patients with periodontal diseases and metabolic syndrome which may serve as the foundation for an integrative vision relevant to primary, diagnostic, and therapeutic purposes.
Collapse
Affiliation(s)
- Sameena Parveen
- Department of Maxillofacial Surgery and Diagnostic Sciences, College of Dentistry, Jazan University, Jazan 45142, Saudi Arabia
| | | |
Collapse
|
21
|
Kalhan AC, Wong ML, Allen F, Gao X. Periodontal disease and systemic health: An update for medical practitioners. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2022; 51:567-574. [PMID: 36189701 DOI: 10.47102/annals-acadmedsg.2021503] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
INTRODUCTION Chronic periodontal disease is a highly prevalent dental condition affecting tooth-supporting tissues. Scientific evidence is accumulating on links between periodontal disease and various systemic conditions. This narrative review provides a holistic yet succinct overview that would assist medical practitioners to deliver integrated care for better clinical outcomes. METHOD Scientific evidence on associations between periodontal disease and systemic conditions was synthesised and critically appraised. Key findings of latest prospective cohort studies, randomised clinical trials, and meta-analysis were closely assessed and compiled. RESULTS A bidirectional relationship has been established, indicating that diabetes and periodontal disease are closely linked and amplify one another, if not successfully controlled. Existing evidence also supports the associations of periodontal disease with cardiovascular diseases and adverse pregnancy outcomes. Successful treatment of periodontal disease and dental prophylaxis has been shown to improve clinical outcomes in these systemic conditions. Other systemic conditions associated with periodontal disease include respiratory diseases, Alzheimer's disease, rheumatoid arthritis and chronic kidney disease. Although the underlying mechanisms remain to be fully elucidated, it is generally accepted that the inflammatory burden of chronic periodontal disease has an important systemic impact. CONCLUSION Oral-systemic links are multifaceted and complex. While evidence linking periodontal disease with a variety of systemic conditions is still emerging, the nature of the relationship is becoming clearer. The updated understanding of these associations warrants the attention of medical experts and policymakers for a concerted effort to develop a patient-centric, integrated model for the treatment of comorbid dental and medical conditions.
Collapse
|
22
|
Dental and Periodontal Health in Acute Intermittent Porphyria. Life (Basel) 2022; 12:life12081270. [PMID: 36013449 PMCID: PMC9410213 DOI: 10.3390/life12081270] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/09/2022] [Accepted: 08/16/2022] [Indexed: 11/17/2022] Open
Abstract
In the inherited metabolic disorder acute intermittent porphyria (AIP), high sugar intake prevents porphyric attacks due to the glucose effect and the following high insulin levels that may lower AIP disease activity. Insulin resistance is a known risk factor for periodontitis and sugar changes diabetogenic hormones and affects dental health. We hypothesized differences in homeostasis model assessment (HOMA) scores for insulin resistance in AIP cases vs. controls and in those with periodontitis. Our aim was to systematically study dental health in AIP as poor dental health was previously only described in case reports. Further, we aimed to examine if poor dental health and kidney failure might worsen AIP as chronic inflammation and kidney failure might increase disease activity. In 47 AIP cases and 47 matched controls, X-rays and physical examination of clinical attachment loss (CAL), probing pocket depth (PPD), and decayed missing filled teeth (DMFT) were performed. Dietary intake was evaluated through a diet logbook. Plasma cytokines and diabetogenic hormones were measured using multiplex technology and urine porphobilinogen and kidney and liver function by routine methods. An excel spreadsheet from the University of Oxford was used to estimate HOMA scores; beta cell function, HOMA%B (%B), insulin sensitivity, HOMA%S (%S), and insulin resistance HOMA-IR (IR), based on glucose and plasma (P) C-peptide. The Wilcoxon matched-pairs signed rank test, the Mann−Whitney U-test, and Spearman’s non-parametric correlation were used. Insulin (p = 0.007) and C-peptide (p = 0.006) were higher in the AIP cases with periodontitis versus those without. In AIP patients, the liver fibrosis index 4 correlated with DMFT (p < 0.001) and CAL ≥4 mm (p = 0.006); the estimated glomerular filtration rate correlated with DMFT (p < 0.001) and CAL ≥4 mm (p = 0.02). CAL ≥4 mm was correlated with chemokine ligand 11 and interleukin (IL)-13 (p = 0.04 for both), and PPD >5 mm was correlated with plasminogen activator inhibitor-1 (p = 0.003) and complement component 3 (p = 0.02). In conclusion, dental health in AIP cases was correlated with insulin resistance, inflammatory markers, and biomarkers of kidney and liver function, demonstrating that organ damage in the kidney and liver are associated with poorer dental health.
Collapse
|
23
|
ECG Heartbeat Classification Using CONVXGB Model. ELECTRONICS 2022. [DOI: 10.3390/electronics11152280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
ELECTROCARDIOGRAM (ECG) signals are reliable in identifying and monitoring patients with various cardiac diseases and severe cardiovascular syndromes, including arrhythmia and myocardial infarction (MI). Thus, cardiologists use ECG signals in diagnosing cardiac diseases. Machine learning (ML) has also proven its usefulness in the medical field and in signal classification. However, current ML approaches rely on hand-crafted feature extraction methods or very complicated deep learning networks. This paper presents a novel method for feature extraction from ECG signals and ECG classification using a convolutional neural network (CNN) with eXtreme Gradient Boosting (XBoost), ConvXGB. This model was established by stacking two convolutional layers for automatic feature extraction from ECG signals, followed by XGBoost as the last layer, which is used for classification. This technique simplified ECG classification in comparison to other methods by minimizing the number of required parameters and eliminating the need for weight readjustment throughout the backpropagation phase. Furthermore, experiments on two famous ECG datasets–the Massachusetts Institute of Technology–Beth Israel Hospital (MIT-BIH) and Physikalisch-Technische Bundesanstalt (PTB) datasets–demonstrated that this technique handled the ECG signal classification issue better than either CNN or XGBoost alone. In addition, a comparison showed that this model outperformed state-of-the-art models, with scores of 0.9938, 0.9839, 0.9836, 0.9837, and 0.9911 for accuracy, precision, recall, F1-score, and specificity, respectively.
Collapse
|
24
|
Petrenya N, Hopstock LA, Holde GE, Oscarson N, Jönsson B. Relation between periodontitis and risk of cardiovascular disease: Insights from The Tromsø Study. J Periodontol 2022; 93:1353-1365. [PMID: 35621303 DOI: 10.1002/jper.22-0004] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 04/30/2022] [Accepted: 05/05/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Few large-scale studies have investigated the association between periodontitis and cardiovascular risk estimated by risk assessment models; moreover, this association remains unexplored in never-smokers. We aimed to examine the relationship between periodontitis and cardiovascular risk in a Norwegian general population, with a focus on never-smokers and the impact of sex and age. METHODS The present study included 2623 participants from the seventh survey of the Tromsø Study (Tromsø7, 2015-2016) aged 45-74 years and without previous myocardial infarction or stroke. Periodontitis was defined according to the 2017 AAP/EFP classification system. Participants were categorised by grade based on percentage bone loss/age as no periodontitis/grade A (low progression rate) and grade B/C (moderate-rapid progression rate). Low, medium, and high cardiovascular risk was defined based on the Norwegian risk model NORRISK 2. We used ordered logistic regression analysis to examine the association between periodontitis and cardiovascular risk, adjusting for education, toothbrushing frequency, body mass index, and diabetes. Subanalyses included stratification by sex and age (45-54, 55-64, 65-74 years) and a separate analysis of never-smokers. RESULTS Periodontitis grade B/C was associated with higher cardiovascular risk than no periodontitis/grade A (odds ratio [OR] 2.13, 95% confidence interval [CI]: 1.75-2.61). This association was significant in both men and women, all age groups, and never-smokers. However, when never-smokers were stratified by age, the association remained significant only in those aged 65-74 years (OR 3.00, 95% CI 1.50-5.99). CONCLUSION Periodontitis grade B/C was associated with higher cardiovascular risk overall, and in never-smokers aged 65-74 years. This article is protected by copyright. All rights reserved.
Collapse
Affiliation(s)
- Natalia Petrenya
- The Public Dental Health Service Competence Centre of Northern Norway, Tromsø, Norway
| | - Laila Arnesdatter Hopstock
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Gro Eirin Holde
- The Public Dental Health Service Competence Centre of Northern Norway, Tromsø, Norway.,Department of Clinical Dentistry, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Nils Oscarson
- Clinic of Periodontology, The Public Dental Service, Region Västra Götaland, Skövde, Sweden
| | - Birgitta Jönsson
- The Public Dental Health Service Competence Centre of Northern Norway, Tromsø, Norway.,Department of Periodontology, Institute of Odontology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
25
|
Yu YH, Cheung WS, Steffensen B, Miller DR. Number of teeth is associated with all-cause and disease-specific mortality. BMC Oral Health 2021; 21:568. [PMID: 34749715 PMCID: PMC8574051 DOI: 10.1186/s12903-021-01934-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 10/25/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Tooth loss has been shown to correlate with multiple systemic comorbidities. However, the associations between the number of remaining natural teeth (NoT) and all-cause mortality have not been explored extensively. We aimed to investigate whether having fewer NoT imposes a higher risk in mortality. We tested such hypotheses using three groups of NoT (20-28,10-19, and 0-9), edentulism and without functional dentition (NoT < 19). METHODS The National Health and Nutrition Examination Survey in the United States (NHANES) (1999-2014) conducted dental examinations and provided linkage of mortality data. NHANES participants aged 20 years and older, without missing information of dental examination, age, gender, race, education, income, body-mass-index, smoking, physical activities, and existing systemic conditions [hypertension, total cardiovascular disease, diabetes, and stroke (N = 33,071; death = 3978), or with femoral neck bone mineral density measurement (N = 13,131; death = 1091)] were analyzed. Cox proportional hazard survival analyses were used to investigate risks of all-cause, heart disease, diabetes and cancer mortality associated with NoT in 3 groups, edentulism, or without functional dentition. RESULTS Participants having fewer number of teeth had higher all-cause and disease-specific mortality. In fully-adjusted models, participants with NoT0-9 had the highest hazard ratio (HR) for all-cause mortality [HR(95%CI) = 1.46(1.25-1.71); p < .001], mortality from heart diseases [HR(95%CI) = 1.92(1.33-2.77); p < .001], from diabetes [HR(95%CI) = 1.67(1.05-2.66); p = 0.03], or cancer-related mortality [HR(95%CI) = 1.80(1.34-2.43); p < .001]. Risks for all-cause mortality were also higher among the edentulous [HR(95%CI) = 1.35(1.17-1.57); p < .001] or those without functional dentition [HR(95%CI) = 1.34(1.17-1.55); p < .001]. CONCLUSIONS Having fewer NoT were associated with higher risks for all-cause mortality. More research is needed to explore possible biological implications and validate our findings.
Collapse
Affiliation(s)
- Yau-Hua Yu
- Department of Periodontology, Tufts University School of Dental Medicine, One Kneeland Street, Boston, MA, 02111, USA.
| | - Wai S Cheung
- Department of Periodontology, Tufts University School of Dental Medicine, One Kneeland Street, Boston, MA, 02111, USA
| | - Bjorn Steffensen
- Department of Periodontology, Tufts University School of Dental Medicine, One Kneeland Street, Boston, MA, 02111, USA
| | - Donald R Miller
- Center for Healthcare Organization and Implementation Research, Edith Nourse Rogers Memorial Veterans Hospital, VA Bedford Health Care System, Bedford, MA, USA
- School of Public Health, Department of Health Law, Policy and Management, Boston University, Boston, MA, USA
| |
Collapse
|
26
|
Gianos E, Jackson EA, Tejpal A, Aspry K, O'Keefe J, Aggarwal M, Jain A, Itchhaporia D, Williams K, Batts T, Allen KE, Yarber C, Ostfeld RJ, Miller M, Reddy K, Freeman AM, Fleisher KE. Oral health and atherosclerotic cardiovascular disease: A review. Am J Prev Cardiol 2021; 7:100179. [PMID: 34611631 PMCID: PMC8387275 DOI: 10.1016/j.ajpc.2021.100179] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Periodontal disease (PD) is common in the US and globally. Evidence suggests that poor oral health is associated with atherosclerotic cardiovascular disease (ASCVD); however, this relationship has not been a major focus in clinical cardiology. This manuscript will review the growing evidence linking PD to ASCVD, including pathophysiologic mechanisms and coexistent risk factors. Public health considerations with a focus on disparities, social determinants, preventive strategies, and a call to action to reduce the burden of coincident ASCVD and PD are also reviewed.
Collapse
Affiliation(s)
- Eugenia Gianos
- Division of Cardiology, Lenox Hill Hospital, Northwell Health, New York, NY, United States
| | - Elizabeth A Jackson
- Division of Cardiovascular Disease, Department of Internal Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Astha Tejpal
- Division of Cardiology, Lenox Hill Hospital, Northwell Health, New York, NY, United States
| | - Karen Aspry
- Lifespan Cardiovascular Institute, and Division of Cardiology, Brown University, Alpert Medical School, Providence, RI, United States
| | - James O'Keefe
- Saint Luke's Mid America Heart Institute and University of Missouri-Kansas City School of Medicine, Kansas City, MI, United States
| | - Monica Aggarwal
- Division of Cardiology, University of Florida, Gainesville, FL, United States
| | - Ankur Jain
- Division of Cardiology, University of Florida, Gainesville, FL, United States
| | - Dipti Itchhaporia
- Jeffrey M. Carlton Heart & Vascular Institute, Hoag Memorial Hospital, Newport Beach, CA, United States
| | - Kim Williams
- Department of Medicine, Division of Cardiology, Rush University Medical Center, Chicago, IL, United States
| | - Travis Batts
- Division of Cardiology, Department of Medicine, Wilford Hall Ambulatory Surgical Center, San Antonio, TX, United States
| | - Kathleen E Allen
- Geisel School of Medicine at Dartmouth, Hanover, NY, United States
| | - Clark Yarber
- Department of Internal Medicine, Montefiore Health System, Bronx, NY, United States
| | - Robert J Ostfeld
- Division of Cardiology, Department of Medicine, Montefiore Health System, Bronx, NY, United States
| | - Michael Miller
- Department of Cardiovascular Medicine, Epidemiology & Public Health, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Koushik Reddy
- Division of Cardiology, James A. Haley VA Medical Center, University of South Florida, Tampa, FL, United States
| | - Andrew M Freeman
- Division of Cardiology, Department of Medicine, National Jewish Health, Denver, CO, United States
| | - Kenneth E Fleisher
- Department of Oral and Maxillofacial Surgery, NYU College of Dentistry, New York, NY, United States
| |
Collapse
|
27
|
Fischer RG, Gomes Filho IS, Cruz SSD, Oliveira VB, Lira-Junior R, Scannapieco FA, Rego RO. What is the future of Periodontal Medicine? Braz Oral Res 2021; 35:e102. [PMID: 34586216 DOI: 10.1590/1807-3107bor-2021.vol35.0102] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 05/03/2021] [Indexed: 01/14/2023] Open
Abstract
In the last five decades, considerable progress has been made towards understanding the etiology and pathogenesis of periodontal diseases and their interactions with the host. The impact of an individual periodontal condition on systemic homeostasis became more evident because of this knowledge and prompted advances in studies that associate periodontitis with systemic diseases and conditions. The term Periodontal Medicine describes how periodontal infection/inflammation can affect extraoral health. This review presents the current scientific evidence on the most investigated associations between periodontitis and systemic diseases and conditions, such as cardiovascular diseases, diabetes, preterm birth and low birth weight, and pneumonia. Additionally, other associations between periodontitis and chronic inflammatory bowel disease, colorectal cancer, and Alzheimer's disease that were recently published and are still poorly studied were described. Thus, the aim of this review was to answer the following question: What is the future of Periodontal Medicine? Epidemiological evidence and the evidence of biological plausibility between periodontitis and general health reinforce the rationale that the study of Periodontal Medicine should continue to advance, along with improvements in the epidemiological method, highlighting the statistical power of the studies, the method for data analysis, the case definition of periodontitis, and the type of periodontal therapy to be applied in intervention studies.
Collapse
Affiliation(s)
- Ricardo Guimarães Fischer
- Universidade do Estado do Rio de Janeiro - UERJ, Department of Periodontology, Rio de Janeiro, RJ, Brazil
| | - Isaac Suzart Gomes Filho
- Universidade Estadual de Feira de Santana - UEFS, Department of Health, Feira de Santana, BA, Brazil
| | - Simone Seixas da Cruz
- Universidade Federal do Recôncavo da Bahia - UFRB, Health Sciences Center, Santo Antônio de Jesus, BA, Brazil
| | - Victor Bento Oliveira
- Universidade Federal do Ceará - UFC, Faculty of Pharmacy, Dentistry and Nursing, Graduate Program in Dentistry, Fortaleza, CE, Brazil
| | | | - Frank Andrew Scannapieco
- The State University of New York, Univeristy at Buffalo, School of Dental Medicine, Department of Oral Biology, Buffalo, NY, USA
| | - Rodrigo Otávio Rego
- Universidade Federal do Ceará - UFC, School of Dentistry, Department of Dentistry, Sobral, CE, Brazil
| |
Collapse
|
28
|
|
29
|
Gao S, Tian J, Li Y, Liu T, Li R, Yang L, Xing Z. Periodontitis and Number of Teeth in the Risk of Coronary Heart Disease: An Updated Meta-Analysis. Med Sci Monit 2021; 27:e930112. [PMID: 34421117 PMCID: PMC8394608 DOI: 10.12659/msm.930112] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Background A positive link between periodontitis and chronic systemic disease has been indicated. However, few studies focused on the loss of teeth. Our analysis aims to analyze the relationship of periodontitis and number of teeth with the risk of coronary heart disease (CHD). Material/Methods A meta-analysis was conducted on qualified data extracted from the PubMed, Embase, and Cochrane Library databases. Only cohort studies were included in this study. We screened articles that assessed the periodontal condition and teeth number as well as the incidence or mortality of CHD. Hazard ratio (HR) and relative risk (RR) were calculated by Stata SE software. Results A total of 11 prospective studies with over 200 000 total participants were analyzed. Ten studies reported on periodontitis and CHD, and 4 studies included data on number of teeth. After adjusting for multivariate factors, there was a significant association between periodontitis and the risk of CHD (RR, 1.18; 95% confidence interval [CI], 1.10–1.26); the RR of CHD in the edentulous population was 1.20 (95% CI, 1.08–1.34). Moreover, results on the RR values for number of teeth were as follows: 24–17 teeth (RR, 1.12; 95% CI, 1.05–1.19); 16–11 (RR, 1.28; 95% CI, 1.15–1.42); and ≤10 (RR, 1.55; 95% CI, 1.43–1.69). Conclusions Our study showed that periodontitis is a risk factor for CHD and that the number of removed teeth is positively correlated with the risk of CHD. During clinical assessment, both factors need to be considered as factors associated with cardiovascular risks.
Collapse
Affiliation(s)
- Shuting Gao
- School of Stomatology, Lanzhou University, Lanzhou, Gansu, China (mainland)
| | - Jinhui Tian
- Center of Evidence-Based Medicine, Lanzhou University, Lanzhou, Gansu, China (mainland)
| | - Yiting Li
- School of Stomatology, Lanzhou University, Lanzhou, Gansu, China (mainland)
| | - Tingjie Liu
- School of Stomatology, Lanzhou University, Lanzhou, Gansu, China (mainland)
| | - Ruiping Li
- School of Stomatology, Lanzhou University, Lanzhou, Gansu, China (mainland)
| | - Lan Yang
- Department of Oral and Maxillofacial, Secondary Hospital of Lanzhou University, Lanzhou, Gansu, China (mainland)
| | - Zhankui Xing
- Department of Oral and Maxillofacial, Secondary Hospital of Lanzhou University, Lanzhou, Gansu, China (mainland)
| |
Collapse
|
30
|
Assessment of Cardiovascular Risk in Women with Periodontal Diseases According to C-reactive Protein Levels. Biomolecules 2021; 11:biom11081238. [PMID: 34439905 PMCID: PMC8394419 DOI: 10.3390/biom11081238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/06/2021] [Accepted: 08/16/2021] [Indexed: 12/25/2022] Open
Abstract
Cardiovascular diseases (CVD) are highly prevalent non-communicable diseases worldwide. Periodontitis may act as a non-traditional cardiovascular risk (CVR) factor, linked by a low-grade systemic inflammation mediated by C-reactive protein (CRP). Patients with periodontitis reported higher serum CRP levels; however, a CRP systemic and periodontal correlation in gingival crevicular fluid (GCF) and its CVR impact have been barely studied. We aimed to assess the association between periodontal diseases and CVR in a group of adult women, based on serum high-sensitivity CRP (hs-CRP) levels; and secondly, to determine the association between serum and GCF CRP levels. Gingival crevicular fluid and blood samples were obtained from women with periodontitis, gingivitis, and healthy controls. Serum and GCF CRP were determined by turbidimetric method and Luminex technology, respectively. Data were analyzed and adjusted by CVR factors. All women presented moderate CVR, without an evident association between serum hs-CRP levels and periodontal diseases. While serum hs-CRP concentrations did not significantly differ between groups, patients with gingivitis and periodontitis showed higher CRP levels in GCF, which positively correlated to CRP detection in serum.
Collapse
|
31
|
Stember JN, Moonis G, Silva C. Panoramic Dental Reconstruction for Faster Detection of Dental Pathology on Medical Non-dental CT Scans: a Proof of Concept from CT Neck Soft Tissue. J Digit Imaging 2021; 34:959-966. [PMID: 34258670 DOI: 10.1007/s10278-021-00481-y] [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: 09/15/2020] [Revised: 05/26/2021] [Accepted: 06/21/2021] [Indexed: 11/30/2022] Open
Abstract
Even though teeth are often included in the field of view for a variety of medical CT studies, dental pathology is often missed by radiologists. Given the myriad morbidity and occasional mortality associated with sequelae of dental pathology, an important goal is to decrease these false negatives. However, given the ever-increasing volume of cases studies that radiologists have to read and the number of structures and diseases they have to evaluate, it is important not to place undue time restraints on the radiologist to this end. We hypothesized that generating panoramic dental radiographs from non-dental CT scans can permit identification of key diseases, while not adding much time to interpretation. The key advantage of panoramic dental radiographs is that they display the plane of the teeth in two dimensions, thereby facilitating fast and accurate assessment. We found that interpreting panoramic radiographic reconstructions compared to the full CT volumes reduced time-to-diagnosis of key dental pathology on average by roughly a factor of four. This expedition was statistically significant, and the average time-to-diagnosis for panoramic reconstructions was on the order of seconds, without a loss in accuracy compared to full CT. As such, we posit that panoramic reconstruction can serve as a one-slice additional series in any CT image stack that includes the teeth in its field of view.
Collapse
Affiliation(s)
- Joseph N Stember
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York City, NY, 10065, USA.
| | - Gul Moonis
- Department of Radiology, Columbia University Medical Center, 180 Fort Washington Avenue, New York City, NY, 10032, USA
| | - Cleber Silva
- College of Dental Medicine, Columbia University Medical Center, 180 Fort Washington Avenue, New York City, NY, 10032, USA
| |
Collapse
|
32
|
Moritz E, Jedlitschky G, Negnal J, Tzvetkov MV, Daum G, Dörr M, Felix SB, Völzke H, Nauck M, Schwedhelm E, Meisel P, Kocher T, Rauch BH, Holtfreter B. Increased Sphingosine-1-Phosphate Serum Concentrations in Subjects with Periodontitis: A Matter of Inflammation. J Inflamm Res 2021; 14:2883-2896. [PMID: 34234513 PMCID: PMC8256099 DOI: 10.2147/jir.s302117] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 04/14/2021] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Periodontitis is an inflammatory disease of the oral cavity with an alarmingly high prevalence within the adult population. The signaling lipid sphingosine-1-phosphate (S1P) plays a crucial role in inflammatory and immunomodulatory responses. In addition to cardiovascular disease, sepsis and tumor entities, S1P has been recently identified as both mediator and biomarker in osteoporosis. We hypothesized that S1P may play a role in periodontitis as an inflammation-prone bone destructive disorder. The goal of our study was to evaluate associations between periodontitis and S1P serum concentrations in the Study of Health in Pomerania (SHIP)-Trend cohort. In addition, we investigated the expression of S1P metabolizing enzymes in inflamed gingival tissue. PATIENTS AND METHODS We analyzed data from 3371 participants (51.6% women) of the SHIP-Trend cohort. Periodontal parameters and baseline characteristics were assessed. Serum S1P was measured by liquid chromatography tandem mass spectrometry. The expression of S1P metabolizing enzymes was determined by immunofluorescence staining of human gingival tissue. RESULTS S1P serum concentrations were significantly increased in subjects with both moderate and severe periodontitis, assessed as probing depth and clinical attachment loss. In contrast, no significant association of S1P was seen with caries variables (number and percentage of decayed or filled surfaces). S1P concentrations significantly increased with increasing high-sensitivity C-reactive protein (hs-CRP) levels. Interestingly, inflamed compared to normal human gingival tissue exhibited elevated expression levels of the S1P-generating enzyme sphingosine kinase 1 (SphK1). CONCLUSION We report an intriguingly significant association of various periodontal parameters with serum levels of the inflammatory lipid mediator S1P. Our data point towards a key role of S1P during periodontitis pathology. Modulation of local S1P levels or its signaling properties may represent a potential future therapeutic strategy to prevent or to retard periodontitis progression and possibly reduce periodontitis-related tooth loss.
Collapse
Affiliation(s)
- Eileen Moritz
- Institute of Pharmacology, Department of General Pharmacology, University Medicine Greifswald, Greifswald, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
| | - Gabriele Jedlitschky
- Institute of Pharmacology, Department of General Pharmacology, University Medicine Greifswald, Greifswald, Germany
| | - Josefine Negnal
- Institute of Pharmacology, Department of General Pharmacology, University Medicine Greifswald, Greifswald, Germany
| | - Mladen V Tzvetkov
- Institute of Pharmacology, Department of General Pharmacology, University Medicine Greifswald, Greifswald, Germany
| | - Günter Daum
- Clinic and Polyclinic for Vascular Medicine, University Heart Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Marcus Dörr
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany
| | - Stephan B Felix
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany
| | - Henry Völzke
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Matthias Nauck
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Edzard Schwedhelm
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
- Institute of Clinical Pharmacology and Toxicology, University Medical Center Hamburg-Eppendorf, Humburg, Germany
| | - Peter Meisel
- Dental Clinics, Department of Periodontology, University Medicine Greifswald, Greifswald, Germany
| | - Thomas Kocher
- Dental Clinics, Department of Periodontology, University Medicine Greifswald, Greifswald, Germany
| | - Bernhard H Rauch
- Institute of Pharmacology, Department of General Pharmacology, University Medicine Greifswald, Greifswald, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Carl von Ossietzky Universität Oldenburg, Department of Human Medicine, Section of Pharmacology and Toxicology, Oldenburg, Germany
| | - Birte Holtfreter
- Dental Clinics, Department of Periodontology, University Medicine Greifswald, Greifswald, Germany
| |
Collapse
|
33
|
Are periodontal diseases associated with sleep duration or sleep quality? A systematic review. Arch Oral Biol 2021; 129:105184. [PMID: 34118748 DOI: 10.1016/j.archoralbio.2021.105184] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 05/26/2021] [Accepted: 05/29/2021] [Indexed: 01/11/2023]
Abstract
OBJECTIVES This study aimed to systematically review the associations between periodontal diseases/tooth loss and sleep duration/quality. MATERIAL AND METHODS PubMed, Scopus, and Embase databases were searched (up to May 2021) to identify studies that assessed the association between periodontal diseases or number of teeth with sleep quality and sleep duration. Two researchers independently selected the studies and extracted the data. Considering the high heterogeneity among the included studies, meta-analysis was deemed unviable. Results are presented descriptively for sleep quality (studies that have used PSQI), self-reported sleep hours, and other tools that assessed sleep patterns. RESULTS Twenty studies (16 cross-sectional, two case-control, and two cohort) were included. Eight studies used the Pittsburgh Sleep Quality Index (PSQI) to assess quality of sleep. Six of these studies demonstrated that individuals with worse periodontal conditions demonstrated poorer sleep quality. However, most of the included studies that performed adjusted analysis showed no statistically significant association between self-reported hours of sleep and periodontitis. The mean number of present teeth was assessed in four studies; three of them demonstrated lower numbers of present teeth in individuals with inadequate sleep. CONCLUSION The literature shows conflicting results for the association between sleep hours and periodontitis. However, inadequate sleep may be associated with lower number of present teeth and periodontal diseases. Further studies are necessary in order to confirm these results.
Collapse
|
34
|
Zhang Q, Xu W, Xu X, Lu W, Zhao J, Zhang H, Chen W. Effects of Limosilactobacillus fermentum CCFM1139 on experimental periodontitis in rats. Food Funct 2021; 12:4670-4678. [PMID: 33928953 DOI: 10.1039/d1fo00409c] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Periodontitis is a polymicrobial inflammatory disease often characterized by the excessive colonization of Porphyromonas gingivalis and Fusobacterium nucleatum, which causes alveolar bone resorption and advanced oral inflammation. This study aimed to evaluate the effect of Limosilactobacillus fermentum CCFM1139 on experimental periodontitis induced following ligature and infection with P. gingivalis and F. nucleatum in vivo. The results showed that L. fermentum CCFM1139 significantly reduced weight loss associated with periodontal inflammation (p < 0.05), while decreasing both the P. gingivalis and F. nucleatum populations within the oral cavity of rats (p < 0.05) and regulating the expression of tumor necrosis factor-alpha, interleukin (IL)-1 beta, and IL-8 in the periodontal tissue (p < 0.05). Microcomputed tomography (micro-CT) and histopathological examination revealed that L. fermentum CCFM1139 supplementation reduced the level of alveolar bone loss and bone porosity and increased bone volume (p < 0.05) in the experimental animals. Furthermore, L. fermentum CCFM1139 exhibited promising effects in preventing the deepening of the periodontal pocket and the increase in the gap between adjacent molars. Thus L. fermentum CCFM1139 was shown to have solid potential as an oral probiotic for protection against periodontitis suggesting that this may be a good candidate in the production of a new functional food for improving periodontitis.
Collapse
Affiliation(s)
- Qiuxiang Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu 214122, P. R China.
| | | | | | | | | | | | | |
Collapse
|
35
|
Papautsky EL, Rice DR, Ghoneima H, McKowen ALW, Anderson N, Wootton AR, Veldhuis C. Characterizing Health Care Delays and Interruptions in the United States During the COVID-19 Pandemic: Internet-Based, Cross-sectional Survey Study. J Med Internet Res 2021; 23:e25446. [PMID: 33886489 PMCID: PMC8136407 DOI: 10.2196/25446] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 03/16/2021] [Accepted: 04/20/2021] [Indexed: 12/14/2022] Open
Abstract
Background The COVID-19 pandemic has broader geographic spread and potentially longer lasting effects than those of previous disasters. Necessary preventive precautions for the transmission of COVID-19 has resulted in delays for in-person health care services, especially at the outset of the pandemic. Objective Among a US sample, we examined the rates of delays (defined as cancellations and postponements) in health care at the outset of the pandemic and characterized the reasons for such delays. Methods As part of an internet-based survey that was distributed on social media in April 2020, we asked a US–based convenience sample of 2570 participants about delays in their health care resulting from the COVID-19 pandemic. Participant demographics and self-reported worries about general health and the COVID-19 pandemic were explored as potent determinants of health care delays. In addition to all delays, we focused on the following three main types of delays, which were the primary outcomes in this study: dental, preventive, and diagnostic care delays. For each outcome, we used bivariate statistical tests (t tests and chi-square tests) and multiple logistic regression models to determine which factors were associated with health care delays. Results The top reported barrier to receiving health care was the fear of SARS-CoV-2 infection (126/374, 33.6%). Almost half (1227/2570, 47.7%) of the participants reported experiencing health care delays. Among those who experienced health care delays and further clarified the type of delay they experienced (921/1227, 75.1%), the top three reported types of care that were affected by delays included dental (351/921, 38.1%), preventive (269/921, 29.2%), and diagnostic (151/921, 16.4%) care. The logistic regression models showed that age (P<.001), gender identity (P<.001), education (P=.007), and self-reported worry about general health (P<.001) were significantly associated with experiencing health care delays. Self-reported worry about general health was negatively related to experiencing delays in dental care. However, this predictor was positively associated with delays in diagnostic testing based on the logistic regression model. Additionally, age was positively associated with delays in diagnostic testing. No factors remained significant in the multiple logistic regression for delays in preventive care, and although there was trend between race and delays (people of color experienced fewer delays than White participants), it was not significant (P=.06). Conclusions The lessons learned from the initial surge of COVID-19 cases can inform systemic mitigation strategies for potential future disruptions. This study addresses the demand side of health care delays by exploring the determinants of such delays. More research on health care delays during the pandemic is needed, including research on their short- and long-term impacts on patient-level outcomes such as mortality, morbidity, mental health, people’s quality of life, and the experience of pain.
Collapse
Affiliation(s)
- Elizabeth Lerner Papautsky
- Department of Biomedical & Health Information Sciences, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States
| | - Dylan R Rice
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - Hana Ghoneima
- Department of Counseling & Clinical Psychology, Teachers College, Columbia University, New York, NY, United States
| | - Anna Laura W McKowen
- Department of Counseling & Clinical Psychology, Teachers College, Columbia University, New York, NY, United States
| | - Nicholas Anderson
- Department of Counseling & Clinical Psychology, Teachers College, Columbia University, New York, NY, United States
| | - Angie R Wootton
- School of Social Welfare, University of California Berkeley, Berkeley, CA, United States
| | - Cindy Veldhuis
- Department of Counseling & Clinical Psychology, Teachers College, Columbia University, New York, NY, United States
| |
Collapse
|
36
|
Qin X, Zhao Y, Guo Y. Periodontal disease and myocardial infarction risk: A meta-analysis of cohort studies. Am J Emerg Med 2021; 48:103-109. [PMID: 33866268 DOI: 10.1016/j.ajem.2021.03.071] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 03/20/2021] [Accepted: 03/24/2021] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION The objective of this meta-analysis was to systematically assess the association between periodontal disease (PD) and myocardial infarction (MI). METHODS We searched the EMBASE, PubMed, and Cochrane Library databases for eligible cohort studies from inception to August 31st, 2020 that reported the association between PD and MI. Data extraction was conducted after screening the literature. The risk of bias of the included studies was evaluated by using the Newcastle-Ottawa Scale (NOS). The combined OR value and 95% confidence interval (CI) were calculated by using STATA 11.0 software, and the source of any heterogeneity was determined by performing subgroup analysis and sensitivity analysis. RESULTS A total of 10 cohort studies involving 5,369,235 participants fulfilled the inclusion criteria. The meta-analysis showed an increased risk for MI in patients with PD [RR = 1.13, 95% CI (1.04, 1.21), P = 0.004], and this result was robust according to sensitivity analysis. Subgroup analyses indicated that the results were affected by sex, effect value, study quality, survey form and investigation type. DISCUSSION This meta-analysis suggests that PD is modestly associated with MI, especially in women, which is similar to the conclusions of earlier meta-analyses of case-control or observational studies. PD may be an untraditional risk factor for cardiovascular diseases, including MI; thus, maintaining periodontal health may be an effective measure to prevent MI. More cohort studies are still needed to further explore the relationship between the incidence of MI and PD.
Collapse
Affiliation(s)
- Xiaoru Qin
- Fenyang College, Shanxi Medical University, Fenyang, China.
| | - Yifeng Zhao
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Yuxuan Guo
- Department of Management, Shanxi Medical University, Taiyuan, China
| |
Collapse
|
37
|
Chen X, D'Souza V, Thomsen TA, Gilbertson-White S, Madiloggovit J, Pendleton C, Munjal A, Xianjin X. Oral Health in Adult Patients Receiving Palliative Care: A Mixed Method Study. Am J Hosp Palliat Care 2021; 38:1516-1525. [PMID: 33792405 DOI: 10.1177/10499091211007449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Oral disease is highly prevalent in persons receiving palliative care (PRPC). Yet, little is known about how PRPC perceive their oral health status and related treatment needs. METHODS This mixed-method study included 49 English-speaking PRPC (age≥18) recruited from the University of Iowa Palliative Care Clinic. Participants first completed a structured review of oral symptoms, followed by an oral exam. A nested sample of 11 participants also completed a semi-structured, in-depth interview querying their perceived oral health concerns and related treatment needs. Quantitative and qualitative data was analyzed and integrated for interpretation. RESULTS Participants averaged 58.4 years. Nearly 70% had terminal cancer and 25% had advanced organ failure. Eighty-six percent of participants reported at least one oral symptom, including dry mouth (83.7%), a pain-related symptom (40.8%), or oral function difficulties (51.0%). Among the 31 dentate participants, 52% had untreated decayed/broken teeth and 33.3% had oral soft tissue lesions. Ill-fitting dentures and denture sores were common among denture users. About 40% of participants reported compromised health and/or quality of life due to oral conditions; however, the perceived impacts were modest. With the exception of painful conditions, oral treatment was not a priority for most of the participants. CONCLUSION Oral disease was highly prevalent in PRPC, yet its overall impact was modest. In the absence of painful symptoms, most participants reported limited desire to seek treatment for oral health conditions. However, given the serious impacts of untreated oral diseases, oral healthcare decision should not be based solely on self-reported symptoms or distress.
Collapse
Affiliation(s)
- Xi Chen
- Department of Preventive and Community Dentistry, 50699College of Dentistry, University of Iowa, Iowa City, IA, USA
| | - Violet D'Souza
- 70374Faculty of Dentistry, University of Toronto, Toronto, Canada
| | - Timothy A Thomsen
- 12243Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | | | | | | | - Arshi Munjal
- 50699College of Dentistry, University of Iowa, Iowa City, IA, USA
| | - Xie Xianjin
- 50699College of Dentistry, University of Iowa, Iowa City, IA, USA
| |
Collapse
|
38
|
Wadhawan A, Reynolds MA, Makkar H, Scott AJ, Potocki E, Hoisington AJ, Brenner LA, Dagdag A, Lowry CA, Dwivedi Y, Postolache TT. Periodontal Pathogens and Neuropsychiatric Health. Curr Top Med Chem 2021; 20:1353-1397. [PMID: 31924157 DOI: 10.2174/1568026620666200110161105] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 12/04/2019] [Accepted: 12/04/2019] [Indexed: 02/08/2023]
Abstract
Increasing evidence incriminates low-grade inflammation in cardiovascular, metabolic diseases, and neuropsychiatric clinical conditions, all important causes of morbidity and mortality. One of the upstream and modifiable precipitants and perpetrators of inflammation is chronic periodontitis, a polymicrobial infection with Porphyromonas gingivalis (P. gingivalis) playing a central role in the disease pathogenesis. We review the association between P. gingivalis and cardiovascular, metabolic, and neuropsychiatric illness, and the molecular mechanisms potentially implicated in immune upregulation as well as downregulation induced by the pathogen. In addition to inflammation, translocation of the pathogens to the coronary and peripheral arteries, including brain vasculature, and gut and liver vasculature has important pathophysiological consequences. Distant effects via translocation rely on virulence factors of P. gingivalis such as gingipains, on its synergistic interactions with other pathogens, and on its capability to manipulate the immune system via several mechanisms, including its capacity to induce production of immune-downregulating micro-RNAs. Possible targets for intervention and drug development to manage distal consequences of infection with P. gingivalis are also reviewed.
Collapse
Affiliation(s)
- Abhishek Wadhawan
- Mood and Anxiety Program, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, United States.,Department of Psychiatry, Saint Elizabeths Hospital, Washington, D.C. 20032, United States
| | - Mark A Reynolds
- Department of Advanced Oral Sciences & Therapeutics, University of Maryland School of Dentistry, Baltimore 21201, United States
| | - Hina Makkar
- Mood and Anxiety Program, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, United States
| | - Alison J Scott
- Department of Microbial Pathogenesis, University of Maryland School of Dentistry, Baltimore, United States
| | - Eileen Potocki
- VA Maryland Healthcare System, Baltimore VA Medical Center, Baltimore, United States
| | - Andrew J Hoisington
- Air Force Institute of Technology, Wright-Patterson Air Force Base, United States
| | - Lisa A Brenner
- Departments of Psychiatry, Neurology, and Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, United States.,Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Veterans Integrated Service Network (VISN) 19, Aurora, United States.,Military and Veteran Microbiome: Consortium for Research and Education (MVM-CoRE), Aurora, United States
| | - Aline Dagdag
- Mood and Anxiety Program, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, United States
| | - Christopher A Lowry
- Departments of Psychiatry, Neurology, and Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, United States.,Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Veterans Integrated Service Network (VISN) 19, Aurora, United States.,Military and Veteran Microbiome: Consortium for Research and Education (MVM-CoRE), Aurora, United States.,Department of Integrative Physiology, Center for Neuroscience and Center for Microbial Exploration, University of Colorado Boulder, Boulder, United States.,Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Rocky Mountain Regional Veterans Affairs Medical Center (RMRVAMC), Aurora, United States
| | - Yogesh Dwivedi
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Alabama, United States
| | - Teodor T Postolache
- Mood and Anxiety Program, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, United States.,Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Veterans Integrated Service Network (VISN) 19, Aurora, United States.,Military and Veteran Microbiome: Consortium for Research and Education (MVM-CoRE), Aurora, United States.,Mental Illness Research, Education and Clinical Center (MIRECC), Veterans Integrated Service Network (VISN) 5, VA Capitol Health Care Network, Baltimore, United States
| |
Collapse
|
39
|
Choi H, Dey AK, Priyamvara A, Aksentijevich M, Bandyopadhya D, Dey D, Dani S, Guha A, Nambiar P, Nasir K, Jneid H, Mehta NN, Lavie C, Amar S. Role of Periodontal Infection, Inflammation and Immunity in Atherosclerosis. Curr Probl Cardiol 2021; 46:100638. [PMID: 32646544 PMCID: PMC8761259 DOI: 10.1016/j.cpcardiol.2020.100638] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 05/27/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Inflammation plays a major role in the development and progression of cardiovascular disease (CVD) morbidity and mortality. The well-established relationship between periodontal disease (PD) and CVD may be causal. Left untreated, PD can lead to high systemic inflammation, thus contributing to inflammatory CVD, such as atherosclerosis. Multiple mechanisms have been proposed to elucidate the causal relationship between PD and its contribution to CVD. OBJECTIVE This review article highlights the current evidence supporting the role of PD in the development and progression of atherosclerosis. METHODS After creating a list of relevant medical subject heading (MeSH) terms, a systematic search within PubMed in English for each MeSH term between 2000 and 2019 was used to generate evidence for this review article. CONCLUSION There is overwhelming evidence in the current literature that supports an association between PD and CVD that is independent of known CVD risk factors. However, the supporting evidence that PD directly causes CVD in humans continues to remain elusive. Multiple biologically plausible mechanisms have been proposed and investigated, yet most studies are limited to mouse models and in vitro cell cultures. Additional studies testing the various proposed mechanisms in longitudinal human studies are required to provide deeper insight into the mechanistic link between these 2 related diseases.
Collapse
Affiliation(s)
- Harry Choi
- National Heart Lung and Blood Institute, Bethesda, MD, USA
| | - Amit K. Dey
- National Heart Lung and Blood Institute, Bethesda, MD, USA
| | | | | | | | | | | | | | | | | | | | - Nehal N. Mehta
- National Heart Lung and Blood Institute, Bethesda, MD, USA
| | - Carl Lavie
- Ochsner Clinical School-UQ School of Medicine, New Orleans, LA, USA
| | | |
Collapse
|
40
|
Van Dyke TE, El Kholy K, Ishai A, Takx RA, Mezue K, Abohashem SM, Ali A, Yuan N, Hsue P, Osborne MT, Tawakol A. Inflammation of the periodontium associates with risk of future cardiovascular events. J Periodontol 2021; 92:348-358. [PMID: 33512014 PMCID: PMC8080258 DOI: 10.1002/jper.19-0441] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 09/10/2020] [Accepted: 09/25/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND While growing evidence suggests a link between periodontal disease (PD) and cardiovascular disease (CVD), the independence of this association and the pathway remain unclear. Herein, we tested the hypotheses that: (1) inflammation of the periodontium (PDinflammation ) predicts future CVD independently of disease risk factors shared between CVD and PD, and (2) the mechanism linking the two diseases involves heightened arterial inflammation. METHODS 18 F-fluorodeoxyglucose positron emission tomography/computed tomography (18 F-FDG-PET/CT) imaging was performed in 304 individuals (median age 54 years; 42.4% male) largely for cancer screening; individuals without active cancer were included. PDinflammation and arterial inflammation were quantified using validated 18 F-FDG-PET/CT methods. Additionally, we evaluated the relationship between PDinflammation and subsequent major adverse cardiovascular events (MACE) using Cox models and log-rank tests. RESULTS Thirteen individuals developed MACE during follow-up (median 4.1 years). PDinflammation associated with arterial inflammation, remaining significant after adjusting for PD and CVD risk factors (standardized β [95% CI]: 0.30 [0.20-0.40], P < 0.001). PDinflammation predicted subsequent MACE (standardized HR [95% CI]: 2.25 [1.47 to 3.44], P <0.001, remaining significant in multivariable models), while periodontal bone loss did not. Furthermore, mediation analysis suggested that arterial inflammation accounts for 80% of the relationship between PDinflammation and MACE (standardized log odds ratio [95% CI]: 0.438 [0.019-0.880], P = 0.022). CONCLUSION PDinflammation is independently associated with MACE via a mechanism that may involve increased arterial inflammation. These findings provide important support for an independent relationship between PDinflammation and CVD.
Collapse
Affiliation(s)
- Thomas E. Van Dyke
- Forsyth Institute, Cambridge, MA
- Harvard School of Dental Medicine, Boston, MA
| | - Karim El Kholy
- Forsyth Institute, Cambridge, MA
- Harvard School of Dental Medicine, Boston, MA
| | | | | | - Kene Mezue
- Cardiovascular Imaging Research Center, Boston, MA
- Nuclear Cardiology, Boston, MA
- Cardiology Division, Massachusetts General Hospital, and Harvard Medical School, Boston, MA
| | - Shady M. Abohashem
- Cardiovascular Imaging Research Center, Boston, MA
- Nuclear Cardiology, Boston, MA
- Cardiology Division, Massachusetts General Hospital, and Harvard Medical School, Boston, MA
| | | | - Neal Yuan
- San Francisco General Hospital and the University of California San Francisco, San Francisco, CA
| | - Priscilla Hsue
- San Francisco General Hospital and the University of California San Francisco, San Francisco, CA
| | - Michael T. Osborne
- Cardiovascular Imaging Research Center, Boston, MA
- Nuclear Cardiology, Boston, MA
- Cardiology Division, Massachusetts General Hospital, and Harvard Medical School, Boston, MA
| | - Ahmed Tawakol
- Cardiovascular Imaging Research Center, Boston, MA
- Nuclear Cardiology, Boston, MA
- Cardiology Division, Massachusetts General Hospital, and Harvard Medical School, Boston, MA
| |
Collapse
|
41
|
Hong H, Song JM, Yeom E. Micro-vibrational erythrocyte sedimentation rate (ESR) for sensitive measurement of erythrocyte aggregation. J Vis (Tokyo) 2021. [DOI: 10.1007/s12650-020-00728-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
42
|
Patel J, Kulkarni S, Doshi D, Poddar P, Srilatha A, Reddy KS. Periodontal disease among non-diabetic Coronary Heart Disease patients. A case-control study. ACTA BIO-MEDICA : ATENEI PARMENSIS 2021; 92:e2021030. [PMID: 33682819 PMCID: PMC7975955 DOI: 10.23750/abm.v92i1.8891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 10/04/2019] [Indexed: 11/23/2022]
Abstract
BACKGROUND There is well documented scientific evidence supporting the association between Coronary Heart Disease (CHD) and periodontitis. It is however, uncertain if this association is causal or is mediated by the common inflammatory pathways. Hence, the study assessed and compared the Periodontal Health Status among CHD patients with age and gender matched controls. METHODS A total of 808 medically confirmed CHD patients were compared with 808 age and gender matched controls. Oral examination was conducted using Simplified Oral Hygiene Index (OHI-S) and modified World Health Organization (WHO) Oral Health Assessment form, 1997. Mean scores were compared using Mann- Whitney-U test and Analysis of Variance (ANOVA). Logistic regression analysed the association between the risk factors and CHD. RESULTS Cases had significantly higher mean sextants with pockets and attachment loss ≥4mm compared to controls (p≤0.05). The cases also had significantly poor oral hygiene mean scores compared to controls (p=0.0001*). There was a lower and insignificant association between age (p=0.99), gender (p=0.84) and CHD. Risk factors education (p=0.001), lesser frequency of dental visit (p=0.001) also showed a lower, yet significant association. Risk of CHD was higher among tobacco (Odds ratio (OR) - 2.26) and alcohol (OR-1.83) users. Presence of poor oral hygiene (OR-5.20), pocket of ≥6 mm (6.70) and attachment loss of ≥9 mm (OR-11.31) also showed higher risk of CHD. CONCLUSION The study results support the association between periodontal disease and CHD. To halt the epidemic of CHD, emphasis on screening of wide age range, reinforcement of public health systems and early detection is recommended. (www.actabiomedica.it).
Collapse
Affiliation(s)
- Jenisha Patel
- Department of Public Health Dentistry, Panineeya Institute of Dental Sciences and Research Centre, India.
| | - Suhas Kulkarni
- Department of Public Health Dentistry, Panineeya Institute of Dental Sciences and Research Centre, India.
| | - Dolar Doshi
- Government Dental College and Hospital, Hyderabad, India.
| | - Pawan Poddar
- Department of Cardiology, Yashoda Hospital, Hyderabad, India.
| | - Adepu Srilatha
- Department of Public Health Dentistry, Panineeya Institute of Dental Sciences and Research Centre, India.
| | - Kommuri Sahithi Reddy
- Department of Public Health Dentistry, Panineeya Institute of Dental Sciences and Research Centre, India.
| |
Collapse
|
43
|
Larvin H, Kang J, Aggarwal VR, Pavitt S, Wu J. Risk of incident cardiovascular disease in people with periodontal disease: A systematic review and meta-analysis. Clin Exp Dent Res 2021; 7:109-122. [PMID: 33124761 PMCID: PMC7853902 DOI: 10.1002/cre2.336] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 09/02/2020] [Accepted: 09/27/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES Cardiovascular disease (CVD) is a major cause of mortality; periodontal disease (PD) affects up to 50% of the world's population. Observational evidence has demonstrated association between CVD and PD. Absent from the literature is a systematic review and meta-analysis of longitudinal cohort studies quantifying CVD risk in PD populations compared to non-PD populations. To examine the risk of incident CVD in people with PD in randomised controlled trials and longitudinal cohort studies. MATERIAL AND METHODS We searched Medline, EMBASE and Cochrane databases up to 9th Oct 2019 using keywords and MeSH headings using the following concepts: PD, CVD, longitudinal and RCT study design. CVD outcomes included but were not restricted to any CVD, myocardial infarction, coronary heart disease (CHD) and stroke. Diagnosis method and severity of PD were measured either clinically or by self-report. Studies comparing incident CVD in PD and non-PD populations were included. Meta-analysis and meta-regression was performed to determine risk of CVD in PD populations and examine the effects of PD diagnosis method, PD severity, gender and study region. RESULTS Thirty-two longitudinal cohort studies were included after full text screening; 30 were eligible for meta-analysis. The risk of CVD was significantly higher in PD compared to non-PD (relative risk [RR]: 1.20, 95% CI: 1.14-1.26). CVD risk did not differ between clinical or self-reported PD diagnosis (RR = 0.97, 95% CI: 0.87-1.07,). CVD risk was higher in men (RR: 1.16, 95% CI: 1.08-1.25) and severe PD (RR: 1.25, 95% CI: 1.15-1.35). Among all types of CVD, the risk of stroke was highest (RR = 1.24; 95% CI:1.12-1.38), the risk of CHD was also increased (RR = 1.14; 95% CI:1.08-1.21). CONCLUSION This study demonstrated modest but consistently increased risk of CVD in PD populations. Higher CVD risk in men and people with severe PD suggests population-targeted interventions could be beneficial.
Collapse
Affiliation(s)
| | - Jing Kang
- Oral Biology, School of DentistryUniversity of LeedsLeedsUK
| | | | - Sue Pavitt
- School of DentistryUniversity of LeedsLeedsUK
| | - Jianhua Wu
- School of DentistryUniversity of LeedsLeedsUK
- Leeds Institute for Data AnalyticsUniversity of LeedsLeedsUK
| |
Collapse
|
44
|
Cho HJ, Shin MS, Song Y, Park SK, Park SM, Kim HD. Severe Periodontal Disease Increases Acute Myocardial Infarction and Stroke: A 10-Year Retrospective Follow-up Study. J Dent Res 2021; 100:706-713. [PMID: 33478309 DOI: 10.1177/0022034520986097] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
This study aimed to evaluate the causal association of periodontal disease with acute myocardial infarction (AMI) and stroke, after controlling for various confounders among the Korean population. A retrospective cohort study using the National Health Insurance Service-National Health Screening Cohort (NHIS-HEALS) was performed during 2002 to 2015 (baseline: 2002 to 2005; follow-up: 2006 to 2015) in the Republic of Korea. A total of 298,128 participants with no history of AMI or stroke were followed up for 10 y. AMI and stroke were defined by a diagnosis using the International Classification of Diseases, 10th Revision (ICD-10) guideline. Periodontal condition was classified into 3 groups (healthy, moderate periodontal disease, severe periodontal disease [SPD]) using the combination of ICD codes, treatment codes in the NHIS, and recommendation of periodontal treatment by the dentists in HEALS. Various confounders, such as sociodemographic, behavioral, systemic, and oral health factors, including hypercholesterolemia, were considered. Multivariable Cox regression analysis was applied to estimate adjusted incidence rate ratio (adjusted hazard ratio [aHR]) based on person-year of periodontal condition for AMI, stroke, and nonfatal major adverse cardiovascular events (MACEs) encompassing AMI or stroke controlling for various confounders. Stratified analyses according to age group, sex, and toothbrushing frequency were also performed. After controlling for various confounders, participants with SPD compared with non-SPD participants had a higher incidence by 11% for AMI (aHR, 1.11; 95% confidence interval [CI], 1.02-1.20), by 3.5% for stroke (aHR, 1.035; 95% CI, 1.01-1.07), and by 4.1% for MACEs (aHR, 1.04; 95% CI, 1.01-1.07). The association of SPD with AMI and MACE was highly modified in females and adults aged 40 to 59 y. In the total Korean population, SPD increased total AMI events by 4.3%, total stroke events by 1.4%, and the total MACEs by 1.6%. Our data confirmed that SPD was causally associated with the new events of AMI and stroke.
Collapse
Affiliation(s)
- H J Cho
- Department of Preventive and Social Dentistry, School of Dentistry, Seoul National University, Seoul, Republic of Korea.,Dental Research Institute, Seoul National University, Seoul, Korea
| | - M S Shin
- Department of Preventive and Social Dentistry, School of Dentistry, Seoul National University, Seoul, Republic of Korea
| | - Y Song
- Australian Research Centre for Population Oral Health, Adelaide Dental School, The University of Adelaide, South Australia, Australia
| | - S K Park
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - S M Park
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea.,Department of Family Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - H D Kim
- Department of Preventive and Social Dentistry, School of Dentistry, Seoul National University, Seoul, Republic of Korea.,Dental Research Institute, Seoul National University, Seoul, Korea
| |
Collapse
|
45
|
Tiensripojamarn N, Lertpimonchai A, Tavedhikul K, Udomsak A, Vathesatogkit P, Sritara P, Charatkulangkun O. Periodontitis is associated with cardiovascular diseases: A 13-year study. J Clin Periodontol 2021; 48:348-356. [PMID: 33386631 DOI: 10.1111/jcpe.13418] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 09/25/2020] [Accepted: 12/01/2020] [Indexed: 12/12/2022]
Abstract
AIM To prospectively evaluate the association between periodontitis and the incidence of cardiovascular diseases (CVDs) in Thai adults. MATERIALS AND METHODS Medical data from the questionnaires and physical examinations of 1850 participants aged 47-73 years from EGAT study were gathered. Random half-mouth periodontal examination of each participant was performed by calibrated periodontists, and periodontal status was defined. The incidence of new CVD events, including coronary heart disease (CHD) and stroke, was verified by cardiologists. The Cox proportional hazard regression model was used to estimate hazard ratios (HRs). RESULTS The prevalence of no/mild, moderate and severe periodontitis in the study participants was 11.7%, 52.7% and 35.6%, respectively. During the 13-year follow-up, CVD events occurred in 110 (5.9%) participants, with 82 (4.4%) from CHD and 28 (1.5%) from stroke. After adjusting for cardiovascular risk factors, a significant association between severe periodontitis and the incidence of CHD was found compared with the no/mild periodontitis group with an HR of 4.53 (95% confidence intervals: 1.08-19.02). However, no significant association was seen when considering total CVD events and stroke outcome. CONCLUSIONS This study demonstrates that severe periodontitis is associated with an increased incidence of CHD, independent of established cardiovascular risk factors.
Collapse
Affiliation(s)
| | - Attawood Lertpimonchai
- Chulalongkorn University, Bangkok, Thailand.,Center of Excellence in Periodontal Disease and Dental Implant, Chulalongkorn University, Bangkok, Thailand
| | - Kanoknadda Tavedhikul
- Chulalongkorn University, Bangkok, Thailand.,Center of Excellence in Periodontal Disease and Dental Implant, Chulalongkorn University, Bangkok, Thailand
| | - Artit Udomsak
- Electricity Generating Authority of Thailand, Nonthaburi, Thailand
| | | | | | - Orawan Charatkulangkun
- Chulalongkorn University, Bangkok, Thailand.,Center of Excellence in Periodontal Disease and Dental Implant, Chulalongkorn University, Bangkok, Thailand
| |
Collapse
|
46
|
Dey J, Sarkar A, Karforma S. Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY : AN OFFICIAL JOURNAL OF BHARATI VIDYAPEETH'S INSTITUTE OF COMPUTER APPLICATIONS AND MANAGEMENT 2021; 13:593-601. [PMID: 33426424 PMCID: PMC7776307 DOI: 10.1007/s41870-020-00562-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 11/06/2020] [Indexed: 11/29/2022]
Abstract
This paper presents an efficient mechanism for secured encryption of intraoral information in the emerging field of Teledental. Due to global rapid surge in the (Coronavirus Disease) COVID patients, the services of Teledental are best suited in the newer post-COVID era. A devised perceptron has been intelligently embedded with de-multiplexing ability to transmit data to the dentists has been proposed. Exact session key has been developed through learning rules applied on the perceptrons by both the patient and dentist. For simplicity, gingivitis data is highly recommended to transmit in a highly secured manner with patients' data integrity. Gingivitis is an important dental disease which is primarily caused by the bacterial colonization. It shows gum bleeding and inflammations in the gingiva. Encrypted transmission is required to the Dentist for early diagnosis and treatment in Teledental system in this pandemic context. Gingivitis data are then broken into parts by the demultiplexer followed by individual proposed header generation. It is predominantly done to confuse the intruders about the originality of the intraoral data. Chi-square, Avalanche, Strict Avalanche, etc. were carried on the proposed partial shares to generate good outcomes when compared to classical algorithms. To confuse the intruders, character frequency, floating frequency, and autocorrelation were tested extensively. It is a newer approach to avail the secured Teledental features in post-COVID time.
Collapse
Affiliation(s)
- Joydeep Dey
- Department of Computer Science, M.U.C. Women’s College, Burdwan, WB India
| | - Arindam Sarkar
- Department of Computer Science and Electronics, R.K.M. Vidyamandira, Belur, WB India
| | - Sunil Karforma
- Department of Computer Science, The University of Burdwan, Burdwan, WB India
| |
Collapse
|
47
|
Amari Y, Takamizawa T, Kawamoto R, Namura Y, Murayama R, Yokoyama M, Tsujimoto A, Miyazaki M. Influence of one-step professional mechanical tooth cleaning pastes on surface roughness and morphological features of tooth substrates and restoratives. J Oral Sci 2020; 63:133-138. [PMID: 33390462 DOI: 10.2334/josnusd.20-0420] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
PURPOSE This study investigated the influence of professional mechanical tooth cleaning (PMTC) pastes on the surface texture of different subject materials. METHODS Two one-step PMTC pastes, Clinpro Cleaning Paste for PMTC (CP) and PRG Pro-Care Gel (PG), and multiple-step PMTC pastes, Merssage Regular (MR), Merssagge Fine (MF), and Merssage Plus (MP), were used. For comparison, PMTC was performed using distilled water without paste (DW). The subjected materials used were bovine enamel (ENA) and dentin (DEN), a resin composite (FSU), and lithium disilicate (IEC). The prepared specimens were polished using a #2000-grit silicon carbide paper. PMTC was performed using a brush at 1,000 rpm for 15 s. RESULTS The surface roughness (Ra) values of the specimens before and after PMTC were measured by laser scanning microscopy. The Knoop hardness number (KHN) of the subjected material was obtained. The types of PMTC pastes and subject materials had a significant influence on the Ra values and KHN. For the majority of subject materials, the descending order of Ra values after PMTC was MR > MF > CP > PG > MP > DW. The descending order of KHN of the materials was IEC > ENA > FSU > DEN. CONCLUSION Although one-step PMTC pastes appeared to be effective, it is important to consider the subject material during PMTC.
Collapse
Affiliation(s)
- Yoshiyuki Amari
- Department of Operative Dentistry, Nihon University School of Dentistry
| | - Toshiki Takamizawa
- Department of Operative Dentistry, Nihon University School of Dentistry.,Dental Research Center, Division of Biomaterial Science, Nihon University School of Dentistry
| | - Ryo Kawamoto
- Department of Operative Dentistry, Nihon University School of Dentistry
| | - Yasuhiro Namura
- Department of Orthodontics, Nihon University School of Dentistry.,Dental Research Center, Division of Clinical Research, Nihon University School of Dentistry
| | - Ryosuke Murayama
- Department of Legal Medicine, Nihon University School of Dentistry
| | - Munenori Yokoyama
- Department of Operative Dentistry, Nihon University School of Dentistry
| | - Akimasa Tsujimoto
- Department of Operative Dentistry, Nihon University School of Dentistry.,Dental Research Center, Division of Biomaterial Science, Nihon University School of Dentistry
| | - Masashi Miyazaki
- Department of Operative Dentistry, Nihon University School of Dentistry.,Dental Research Center, Division of Biomaterial Science, Nihon University School of Dentistry
| |
Collapse
|
48
|
Chen X, D'Souza V, Comnick CL, Xie X. How accurate is the assessment of certified nursing assistants on resident's oral self-care function in three North Carolina assisted-living facilities? SPECIAL CARE IN DENTISTRY 2020; 40:580-588. [PMID: 32991747 DOI: 10.1111/scd.12521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 07/25/2020] [Accepted: 08/24/2020] [Indexed: 11/27/2022]
Abstract
AIMS To examine the association between the assessments of certified nursing assistants (CNAs) on resident's oral self-care function and resident's oral hygiene outcomes in three North Carolina assisted-living (AL) facilities. METHODS AND RESULTS Sixty-five dentate AL residents were included in this secondary analysis. CNAs were asked to rate the AL residents' overall oral self-care function using a 6-point Likert scale. Their assessments were then compared with the objective, performance-based Dental Activities Test and the oral hygiene and gingival health measures. The analysis showed that nearly 90% of the participants presented with at least one untreated decayed or broken tooth. On average, nearly two-thirds of the surfaces were covered by soft deposits (Debris Index = 1.83, SD = 0.60). Generalized mild to moderate inflammation (Gingival Index = 1.51, SD = 0.53) commonly presented on residents' gingiva. CNAs were able to accurately identify the residents with substantial impairment in oral self-care function, yet they tended to overestimate the oral self-care function of residents with mild to moderate impairment. CNAs assessments were also not significantly correlated with residents' oral hygiene measures. CONCLUSION CNAs failed to identify and provide assistance to AL residents with impaired oral self-care function, contributing to poor oral oral hygiene in these vulnerable individuals.
Collapse
Affiliation(s)
- Xi Chen
- Department of Preventive and Community Dentistry, College of Dentistry, University of Iowa, Iowa, Iowa City
| | - Violet D'Souza
- Faculty of Dentistry, University of Toronto, Toronto, Canada
| | - Carissa L Comnick
- Department of Biostatistics, School of Public Health, University of Iowa, Iowa, Iowa City
| | - Xianjin Xie
- Department of Preventive and Community Dentistry, College of Dentistry, University of Iowa, Iowa, Iowa City
| |
Collapse
|
49
|
Samulak R, Suwała M, Dembowska E. Nonsurgical periodontal therapy with/without 980 nm diode laser in patients after myocardial infarction: a randomized clinical trial. Lasers Med Sci 2020; 36:1003-1014. [PMID: 32885341 PMCID: PMC8222017 DOI: 10.1007/s10103-020-03136-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Accepted: 08/24/2020] [Indexed: 12/20/2022]
Abstract
The purpose of this study was to evaluate the possible benefits (in terms of periodontal status improvement and periodontal bacteria count reduction) of using 980 nm diode laser in the treatment of periodontitis in patients after myocardial infarction. Thirty-six patients under 65 years of age (mean: 56.3 ± 7.9) with periodontitis, 6 weeks to 6 months after myocardial infarction, were recruited for the study. The control group (n = 18) received SRP (scaling, root planing and polishing) while the test group (n = 18) received SRP followed by laser therapy of the periodontal pockets with 980 nm diode laser, 1 W, continuous wave mode, 20 s per tooth side. Procedures were repeated twice at 5-7 day intervals. Microbiological and periodontal examination, including periodontal pocket depth (PPD), clinical attachment loss (CAL), bleeding on probing (BOP) and plaque control record (PCR), were performed before treatment, 2 weeks and 3 months after treatment. The study was registered on ClinicalTrials.gov with Identifier: NCT04145557, 29.10.2019 "retrospectively registered". Additional use of laser resulted in a significant reduction in pockets with PPD ≥ 7 mm (p = 0.0151). The diode laser reduced total bacteria count (p = 0.0154) and delayed recolonisation during a 3-month observation period. A significant increase in the number of Capnocytophaga gingivalis was observed in the control group (p = 0.048). Additional use of the diode laser after SRP had no significant effect on BOP, CAL and PCR. Within the limitations of our study, we can conclude that 980 nm diode laser can be a useful tool in the treatment of periodontitis in patients after myocardial infarction.
Collapse
Affiliation(s)
- Renata Samulak
- Department of Periodontology, Pomeranian Medical University in Szczecin, Szczecin, Poland.
| | - Mariusz Suwała
- Department of Periodontology, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Elżbieta Dembowska
- Department of Periodontology, Pomeranian Medical University in Szczecin, Szczecin, Poland
| |
Collapse
|
50
|
Alhassani AA, Al-Zahrani MS. Is inadequate sleep a potential risk factor for periodontitis? PLoS One 2020; 15:e0234487. [PMID: 32544165 PMCID: PMC7297327 DOI: 10.1371/journal.pone.0234487] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 05/26/2020] [Indexed: 12/15/2022] Open
Abstract
This study was undertaken to investigate the potential association between sleep duration and periodontitis. The study population consisted of 10,291 individuals who participated in the United States National Health and Nutrition Examination Survey (NHANES) from the 2009–2014 cycles. Sleep duration was categorized into sleep deficient (< 7 hours), sleep adequate (7–8 hours), and sleep excessive (> 8 hours). We used the Center for Disease Control and Prevention (CDC) and the American Academy of Periodontology (AAP) periodontitis case definition. Descriptive statistics and logistic regression models were used for data analyses. The prevalence of periodontitis was 36% higher in individuals who reported sleep deficiency when compared to the sleep adequate group (odds Ratio (OR) = 1.36, 95% confidence interval (CI): 1.23–1.50). Those who reported excessive sleep had 41% higher odds of periodontitis (OR: 1.40, 95% CI: 1.16–1.71). After adjusting for confounding factors, sleep deficient individuals were 19% more likely to have periodontitis when compared to sleep adequate individuals (OR: 1.19, 95% CI: 1.06–1.38). Among sleep excessive individuals, the association was non-significant (OR: 1.16, 95% CI: 0.94–1.43). Sleep deficiency was associated with a higher prevalence of periodontitis in this study population. The association however needs to be confirmed in longitudinal studies.
Collapse
Affiliation(s)
- Ahmed A. Alhassani
- Department of Periodontics, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia
- * E-mail: ,
| | - Mohammad S. Al-Zahrani
- Department of Periodontics, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia
| |
Collapse
|