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Quadri MFA, Kamel AM, Nayeem M, John T, Thacheril A, Tartaglia G, Tadakamadla S. Smokeless tobacco and periodontitis: A systematic review with meta-analysis. J Periodontal Res 2024. [PMID: 38757716 DOI: 10.1111/jre.13274] [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: 12/18/2023] [Revised: 04/04/2024] [Accepted: 04/10/2024] [Indexed: 05/18/2024]
Abstract
AIM The present systematic review with meta-analysis aimed to investigate the global association between smokeless tobacco (SLT) use and periodontitis, considering significant effect size variation based on the income levels of countries. METHODS We searched seven databases to identify studies that assessed the prevalence of periodontitis in adult SLT users compared to non-users. The quality of studies was evaluated using the 10-item risk-of-bias tool, and publication bias was addressed through the trim-and-fill method. Sensitivity analysis utilized the leave-one-out approach. Meta-analysis and meta-regression, stratified by country income, SLT type, and smoking status, employed robust variance estimation. RESULTS From an initial pool of 484 studies, 29 studies met the selection criteria and were subjected to qualitative synthesis. Subsequently, data from 19 studies were included in the meta-analysis. SLT users exhibited a nearly threefold greater likelihood of periodontitis compared to non-users (OR = 2.99; 95% CI: 2.10, 4.27; p < .01). The pooled estimate did not vary significantly based on the type of SLT used or concurrent smoking. However, the odds of periodontitis varied according to the economic level of the country; the pooled estimate was higher in high-income countries (OR = 1.69; 95% CI: 1.20, 2.37; p < .01) and even higher in lower-middle-income and lower-income countries (OR = 3.91; 95% CI: 2.66, 5.77; p < .01). CONCLUSIONS Smokeless tobacco users have a higher likelihood of developing periodontitis. This study underscores global disparities in the SLT-periodontitis relationship, highlighting the need for targeted interventions, particularly in economically challenged areas where SLT use is largely unregulated.
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Affiliation(s)
- Mir Faeq Ali Quadri
- Texas Tech University of El Paso, El Paso, Texas, USA
- Saveetha Dental College and Hospitals, Chennai, India
- University of Milan, Milan, Italy
| | | | | | - Tenny John
- Saveetha Dental College and Hospitals, Chennai, India
| | | | | | - Santosh Tadakamadla
- Dentistry and Oral Health, La Trobe University, Bendigo, Victoria, Australia
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Dain CP, Ganapathi S, Ranjithkumar A, Geevar Z, Harikrishnan S, Ammu JV. Prevalence and Risk Factors of Periodontal Disease among Rural and Urban Residents of a South Indian City: A Cross-Sectional Study. J Int Soc Prev Community Dent 2023; 13:458-468. [PMID: 38304530 PMCID: PMC10829280 DOI: 10.4103/jispcd.jispcd_77_23] [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: 05/23/2023] [Revised: 10/30/2023] [Accepted: 11/02/2023] [Indexed: 02/03/2024] Open
Abstract
Background The prevalence of oral diseases has been increasing alarmingly in the state of Kerala. Screening for periodontal disease (PD) is crucial due to its negative impact on oral and overall health. Since the occurrence and severity of PD depend on its risk factors, a structured survey in randomly selected districts in the state can be a valuable tool for policymakers to envisage strategies to enhance oral health care and control shared systemic illnesses. Data on the prevalence and risk factors of PD among the residents of the Thiruvananthapuram district of Kerala is not currently available in the public domain. This data could also be representative of the other 13 districts with more or less similar topographical, cultural, and lifestyle characteristics. Aim To study the prevalence of PD and its risk factors among the residents of the Thiruvananthapuram district of Kerala and to compare the urban-rural differences. Materials and Methods In this community-based cross-sectional study, a multistage cluster random sampling method was used to select the participants. Among the 1285 participants, 560 were from urban areas, and 725 were from rural areas. A modification of the Ramfjord PD index was used to assess periodontal health. The epidemiological risk factors were evaluated using sociodemographic data, personal histories, and physical and biochemical parameters. Multivariate logistic regression was used to determine the relationship of PD with independent variables. Mediation analysis was performed to examine the mediating effects of independent factors. Results The rural population (61.4%) had a higher frequency of PD than the urban (35.5%) and an overall prevalence of 50%. Aging, poor oral hygiene, and low educational level (EL) were significant risk factors for PD in urban and rural settings, with hypertension only being significant in the latter. A higher odds ratio (9.07-29.68) with a confidence interval of (5.45-48.94) for poor oral hygiene was noted. Poor oral hygiene and tobacco use had mediating effects between low EL and PD. Conclusions In this study, the overall prevalence of PD was 50%, with the rural population being more afflicted. Poor oral hygiene has been identified as a modifiable risk factor for PD in urban and rural populations. Poor oral hygiene and tobacco use have been demonstrated to be mediators of the strong link between low EL and PD. Therefore, this study reiterates the need for better oral health awareness and treatment facilities to minimize the impact of the above risk factors on the periodontium. A shared risk relationship between PD and hypertension in the rural population emphasizes the need for an integrated approach to public health by including oral health as part of noncommunicable disease prevention and intervention programs.
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Affiliation(s)
- Chacko Pearl Dain
- Department of Oral and Maxillofacial Surgery, Government Dental College, Medical College, Thiruvananthapuram, India
| | - Sanjay Ganapathi
- Sree Chitra Tirunal Institute for Medical Sciences and Technology (Institute of National Importance under the Government of India), Thiruvananthapuram, India
| | | | | | - Sivadasanpillai Harikrishnan
- Sree Chitra Tirunal Institute for Medical Sciences and Technology (Institute of National Importance under the Government of India), Thiruvananthapuram, India
| | - Jayanthi Viswanathan Ammu
- Division of Biostatistics and Cancer Epidemiology, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
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Venkat M, Janakiram C. Association between Body Mass Index and Severity of Periodontal Disease among Adult South Indian Population: A Cross-sectional Study. Indian J Community Med 2023; 48:902-908. [PMID: 38249689 PMCID: PMC10795866 DOI: 10.4103/ijcm.ijcm_148_22] [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: 02/13/2022] [Accepted: 10/22/2023] [Indexed: 01/23/2024] Open
Abstract
Background Periodontal disease is one of the top six chronic noncommunicable diseases (NCDs) and is recognized as a severe global public health problem. This study aimed to assess the association between various levels of body mass index (BMI) and periodontal disease severity in Indian adults. Material and Methods The study was designed as a hospital-based cross-sectional study involving 212 participants aged between 18 and 65. A questionnaire assessed by an investigator was used to assess oral health-associated risky behavior and demographical factors. Participants were also assessed using full-mouth clinical periodontal and anthropometric measurements. The mean number of sites with pocket probing depth (PPD) ≥4 mm and the presence of periodontal disease were used as outcome measures. Bivariate analysis and multiple logistic regressions were performed. Results The overall proportion of participants with periodontal disease was 50%, that is, sites with PPD ≥4 mm (n = 106). Multivariate analysis showed that BMI (odds ratio (OR) = 0.77, 95% confidence interval (CI): 0.43, 1.37) was not associated with periodontal disease, but smoking (OR = 3.90, 95% CI: 1.63, 5.89), alcohol consumption (OR = 1.24, 95% CI: 0.72, 2.13), age (OR = 2.51, 95% CI: 1.08, 5.84), and diabetic mellitus (OR = 1.69, 95% CI: 0.92, 3) were positively associated with periodontal disease. Conclusion A positive association was found between smoking, alcohol consumption, age, gender, history of diabetic mellitus, and periodontal disease. No significant association exists between obesity and periodontal disease in South Indian adults.
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Affiliation(s)
- Malliga Venkat
- Resident, Department of Public Health Dentistry, Amrita School of Dentistry, Ernakulum, Kerala, India
| | - Chandrashekar Janakiram
- Professor, Department of Public Health Dentistry, Amrita School of Dentistry, Ernakulum, Kerala, India
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Trindade D, Carvalho R, Machado V, Chambrone L, Mendes JJ, Botelho J. Prevalence of periodontitis in dentate people between 2011 and 2020: A systematic review and meta-analysis of epidemiological studies. J Clin Periodontol 2023; 50:604-626. [PMID: 36631982 DOI: 10.1111/jcpe.13769] [Citation(s) in RCA: 47] [Impact Index Per Article: 47.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 12/29/2022] [Accepted: 01/03/2023] [Indexed: 01/13/2023]
Abstract
AIM The aim of the study was to evaluate the prevalence of periodontitis in dentate people between 2011 and 2020. MATERIALS AND METHODS PUBMED, Web of Science, and LILACS were searched up to and including December 2021. Epidemiological studies reporting the prevalence of periodontitis conducted between 2011 and 2020 were eligible for inclusion in this review. Studies were grouped according to the case definition of confidence as confident (Centers for Disease Control [CDC] AAP 2012; CDC/AAP 2007; and Armitage 1999) and non-confident (community periodontal index of 3 or 4, periodontal pocket depth >4 mm, and clinical attachment level ≥1 mm). Random effects meta-analyses with double arcsine transformation were conducted. Sensitivity subgroup and meta-regression analyses explored the effect of confounding variables on the overall estimates. RESULTS A total 55 studies were included. The results showed a significant difference, with confident case definitions (61.6%) reporting nearly twice the prevalence as non-confident classifications (38.5%). Estimates using confident periodontal case definitions showed a pooled prevalence of periodontitis of 61.6%, comprising 17 different countries. Estimates reporting using the CDC/AAP 2012 case definition presented the highest estimate (68.1%) and the CDC/AAP 2007 presented the lowest (48.8%). Age was a relevant confounding variable, as older participants (≥65 years) had the highest pooled estimate (79.3%). CONCLUSION Between 2011 and 2020, periodontitis in dentate adults was estimated to be around 62% and severe periodontitis 23.6%. These results show an unusually high prevalence of periodontitis compared to the previous estimates from 1990 to 2010.
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Affiliation(s)
- Diogo Trindade
- Clinical Research Unit (CRU), Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal
| | - Rui Carvalho
- Clinical Research Unit (CRU), Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal
| | - Vanessa Machado
- Clinical Research Unit (CRU), Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal.,Evidence-Based Hub, Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal
| | - Leandro Chambrone
- Evidence-Based Hub, Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal.,Unit of Basic Oral Investigation (UIBO), Universidad El Bosque, Bogotá, Colombia.,Department of Periodontics, School of Dental Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - José João Mendes
- Clinical Research Unit (CRU), Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal
| | - João Botelho
- Clinical Research Unit (CRU), Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal.,Evidence-Based Hub, Egas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health & Science, Almada, Portugal
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Suragimath G, Patel JN, Mhatre TS, SR A, Mane DA. Effect of Smokeless Tobacco (Mishri) Application on Periodontal Health and Correlation to the Duration of Use. INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH AND ALLIED SCIENCES 2023. [DOI: 10.51847/mruppt7fxo] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Poudel P, Rawal LB, Kong A, Yadav UN, Sousa MS, Karmacharya B, Pradhan S, George A. Oral Health Knowledge, Attitudes and Practices of People Living with Diabetes in South Asia: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13851. [PMID: 36360731 PMCID: PMC9654734 DOI: 10.3390/ijerph192113851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/19/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
Diabetes increases the risk of oral health complications. This review aimed to synthesise the current evidence on the oral health knowledge, attitudes and practices of people living with diabetes in South Asian countries and provide recommendations on possible strategies for addressing the gaps in oral health care in this population, including the role of non-dental professionals. Using a scoping review framework, six electronic databases (Ovid Medline, CINAHL, ProQuest Central, Scopus, Web of Science and Embase) were searched to identify the relevant literature published between January 2000 and December 2021. The data were extracted into three main categories based on the review's aims, and further refined into sub-categories. A total of 23 studies were included. The review identified that while people with diabetes living in South Asian countries had some level of awareness about oral health and limited care practices to maintain good oral health, there were gaps in knowledge, and there were areas where their oral health practices and attitudes could be improved. The findings suggest a need for developing targeted oral health policies as well as implementing integrated oral health care interventions involving non-dental professionals to improve the oral health outcomes of people with diabetes.
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Affiliation(s)
- Prakash Poudel
- eHealth, NSW Government, St Leonards, NSW 2065, Australia
- Australian Centre for Integration of Oral Health (ACIOH), School of Nursing & Midwifery, Western Sydney University, Liverpool, NSW 2170, Australia
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia
| | - Lal B. Rawal
- School of Health, Medical and Applied Sciences, Central Queensland University, Sydney Campus, Sydney, NSW 2000, Australia
- Physical Activity Research Group, Appleton Institute, Central Queensland University, Norman Gardens, QLD 4710, Australia
- Translational Health Research Institute (THRI), Western Sydney University, Campbelltown, NSW 2560, Australia
| | - Ariana Kong
- Australian Centre for Integration of Oral Health (ACIOH), School of Nursing & Midwifery, Western Sydney University, Liverpool, NSW 2170, Australia
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia
| | - Uday N. Yadav
- National Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT 2601, Australia
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW 2052, Australia
| | - Mariana S. Sousa
- Australian Centre for Integration of Oral Health (ACIOH), School of Nursing & Midwifery, Western Sydney University, Liverpool, NSW 2170, Australia
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia
- Improving Palliative, Aged and Chronic Care through Clinical Research and Translation (IMPACCT), Faculty of Health, University of Technology Sydney, Broadway, NSW 2007, Australia
| | - Biraj Karmacharya
- Department of Community and Public Health Dentistry, Dhulikhel Hospital, Kathmandu University School of Medical Sciences, Panauti 45209, Nepal
| | - Shaili Pradhan
- Department of Dental Surgery, National Academy of Medical Sciences, Bir Hospital, Mahabouddha, Kathmandu 44600, Nepal
| | - Ajesh George
- Australian Centre for Integration of Oral Health (ACIOH), School of Nursing & Midwifery, Western Sydney University, Liverpool, NSW 2170, Australia
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia
- Translational Health Research Institute (THRI), Western Sydney University, Campbelltown, NSW 2560, Australia
- School of Dentistry, Faculty of Medicine and Health, University of Sydney, Surry Hills, NSW 2010, Australia
- La Trobe Rural Health School, La Trobe University, Bendigo, VIC 3552, Australia
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Athar S, Arora SA, Kalsi R, Saurav K, Arora V, Baro K. Prevalence of periodontitis and its association with smokeless tobacco (SLT) Use amongst the adult population of Greater Noida, India - A cross-sectional study. Indian J Dent Res 2022; 33:397-401. [PMID: 37006004 DOI: 10.4103/ijdr.ijdr_351_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] [Indexed: 04/04/2023] Open
Abstract
Context Smokeless tobacco (SLT) has been consumed in India since times immemorial. It is the need of an hour to emphasise about awareness and harmful effects of SLT in relation to periodontium. Aim The aim of the study was to access the prevalence of periodontitis and its association with SLT amongst the adult population of Greater Noida, India. Settings and Design: Hospital-based study and cross-sectional design. Methods and Material This cross-sectional study included 512 SLT subjects between the ages of 18 and 79 years. The study was carried out from December 2019 to January 2022. A self-designed questionnaire was used for recording demographic details, forms of SLT, frequency, duration of use, and sites of retention of SLT products. The clinical periodontal parameters such as periodontal pocket depth (PPD) and clinical attachment level (CAL) were recorded in a given point of time. Statistical Analysis Used Chi-square test and logistic regression analysis. Results The prevalence of periodontitis among SLT was 81.6% with the highest occurrence of Stage III Periodontitis (35.4%). The use of SLT for ≥10 years [odds ratio (OR) = 3.05, 95% confidence interval (CI) 1.86-6.27] showed threefold the risk for periodontitis compared to others who consumed SLT for 4-5 years. Gutkha consumers [OR = 2.56 (95% CI = 0.75-3.48)] were 2.56 times more prone to have periodontitis as compared to other forms of SLT. Conclusions Periodontitis is positively associated with SLT use. Awareness, timely intervention, and periodic screening in the SLT users will help to prevent the progression of periodontitis.
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Affiliation(s)
- Simoona Athar
- Department of Periodontics, ITS Dental College and Hospital, Greater Noida, Uttar Pradesh, India
| | - Sachit A Arora
- Department of Periodontics, ITS Dental College and Hospital, Greater Noida, Uttar Pradesh, India
| | - Rupali Kalsi
- Department of Dentistry, GIMS, Greater Noida, Uttar Pradesh, India
| | - Kumar Saurav
- Department of Periodontics, ITS Dental College and Hospital, Greater Noida, Uttar Pradesh, India
| | - Vikram Arora
- Department of Public Health Dentistry, ITS Dental College and Hospital, Greater Noida, Uttar Pradesh, India
| | - Kamal Baro
- Department of Periodontics, ITS Dental College and Hospital, Greater Noida, Uttar Pradesh, India
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Mafla AC, Schwendicke F. Clustering of Signs and Symptoms of Oral Diseases in a Colombian Population. Int Dent J 2022; 73:48-55. [PMID: 35851446 PMCID: PMC9875264 DOI: 10.1016/j.identj.2022.06.007] [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: 01/04/2022] [Revised: 04/04/2022] [Accepted: 06/10/2022] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE The aim of this study was to estimate disease pattern clusters and co-occurrences of oral signs and symptoms in a Colombian population. METHODS A cross-sectional study was carried out through a telephone survey amongst 1155 people registered in the telephone directory from Pasto, Colombia. The calls were made from July to November 2019. A 14-item self-report questionnaire about signs and symptoms related to oral diseases that included sociodemographic characteristics was employed. Descriptive and multivariable analyses such as hierarchical clustering, multidimensional scaling, and generalized linear models were used to determine co-occurrences in different sex and age strata. RESULTS Age- and condition-specific clusters of signs and symptoms were identified, while sex differences were limited. Calculus and denture sore mouth were related in 18- to 34-year-olds; tooth loss and calculus in 35- to 54-year-olds, and teeth holes or pits (dental caries) and dental abscess in those aged 55 years and older. We found stronger associations between periodontal disease (bleeding gums) and dental caries (odds ratio [OR], 2.484; 95% confidence interval [CI], 1.812-3.405; P < .001) as well as grinding/clenching and facial tension (OR, 7.162; 95% CI, 5.227-9.814; P < .001). CONCLUSIONS Age-specific clustering of signs and symptoms and diagnostic patterns wer present in ths Colombian cohort.
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Affiliation(s)
- Ana Cristina Mafla
- School of Dentistry, Universidad Cooperativa de Colombia, Pasto, Colombia,Escuela Internacional de Doctorado, Universidad Rey Juan Carlos, Madrid, Spain
| | - Falk Schwendicke
- Department of Oral Diagnostics, Digital Health and Health Services Research, Charité Universitätsmedizin Berlin, Berlin, Germany,Corresponding author. Department of Oral Diagnostics, Digital Health and Health Services Research, Charité Universitätsmedizin Berlin, Campus Charité Mitte, Aßmannshauser Straße 4-6, DE 14197, Berlin, Germany.
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Martínez-García M, Castrejón-Pérez RC, Rodríguez-Hernández AP, Sandoval-Motta S, Vallejo M, Borges-Yáñez SA, Hernández-Lemus E. Incidence of Arterial Hypertension in People With Periodontitis and Characterization of the Oral and Subgingival Microbiome: A Study Protocol. Front Cardiovasc Med 2022; 8:763293. [PMID: 35071346 PMCID: PMC8776993 DOI: 10.3389/fcvm.2021.763293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 11/26/2021] [Indexed: 11/13/2022] Open
Abstract
Cardiovascular diseases are the leading cause of morbidity and mortality worldwide. High blood pressure in particular, continues to increase throughout the global population at an increasingly fast pace. The relationship between arterial hypertension and periodontitis has been recently discussed in the context of its origins and implications. Particularly relevant is the role of the periodontal microbiome linked to persistent local and systemic inflammation, along with other risk factors and social determinants of health. The present protocol will investigate/assess the association between periodontal disease and its microbiome on the onset of hypertension, within a cohort from Mexico City. One thousand two hundred twelve participants will be studied during a 60-month period. Studies will include analysis of periodontal conditions, sampling and sequencing of the salivary and subgingival microbiome, interviews on nutritional and lifestyle habits, social determinants of health, blood pressure and anthropometric measurements. Statistical associations and several classic epidemiology and machine learning approaches will be performed to analyze the data. Implications for the generation of public policy—by early public health interventions or epidemiological surveillance approaches—and for the population empowerment—via the establishment of primary prevention recommendations, highlighting the relationship between oral and cardiovascular health—will be considered. This latter set of interventions will be supported by a carefully planned science communication and health promotion strategy. This study has been registered and approved by the Research and Ethics Committee of the School of Dentistry, Universidad Nacional Autónoma de México (CIE/0308/05/2019) and the National Institute of Genomic Medicine (CEI/2020/12). The umbrella cohort was approved by the Institutional Bioethics Committee of the National Institute of Cardiology-Ignacio Chavez (INC-ICh) under code 13-802.
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Affiliation(s)
- Mireya Martínez-García
- Sociomedical Research Unit, Instituto Nacional de Cardiología Ignacio Chávez, México City, Mexico
| | | | - Adriana Patricia Rodríguez-Hernández
- Laboratory of Molecular Genetics, Graduate Studies and Research Division, School of Dentistry, Universidad Nacional Autónoma de México, México City, Mexico
| | - Santiago Sandoval-Motta
- Computational Genomics Division, Instituto Nacional de Medicina Genómica, México City, Mexico
- Cátedras CONACYT Consejo Nacional de Ciencia y Tecnología, México City, Mexico
- Center for Complexity Sciences, Universidad Nacional Autónoma de México, México City, Mexico
| | - Maite Vallejo
- Sociomedical Research Unit, Instituto Nacional de Cardiología Ignacio Chávez, México City, Mexico
- Maite Vallejo
| | - Socorro Aída Borges-Yáñez
- Dental Public Health Department, Graduate Studies and Research Division, School of Dentistry, Universidad Nacional Autónoma de México, México City, Mexico
- Socorro Aída Borges-Yáñez
| | - Enrique Hernández-Lemus
- Computational Genomics Division, Instituto Nacional de Medicina Genómica, México City, Mexico
- Center for Complexity Sciences, Universidad Nacional Autónoma de México, México City, Mexico
- *Correspondence: Enrique Hernández-Lemus
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