Next Article in Journal
The Utility and Feasibility of Routine Use of a Patient-Reported Outcome Measure in Paediatric Dentistry
Previous Article in Journal
Stress Distribution in Modified Veneer Crowns: 3D Finite Element Analysis
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Association between Diabetes and Dental Caries in Spanish Adults: A Cross-Sectional Study Including 23,089 Adults

1
Faculty of Medicine, University of Versailles Saint-Quentin-en-Yvelines, 78180 Montigny-le-Bretonneux, France
2
Research and Development Unit, Parc Sanitari Sant Joan de Déu, CIBERSAM, Dr. Antoni Pujadas, 42, Sant Boi de Llobregat, 08830 Barcelona, Spain
3
Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Korea
4
Department of Social and Preventive Medicine, Centre for Public Health, Medical University Vienna, 1090 Vienna, Austria
5
ICREA, Pg. Lluis Companys 23, 08010 Barcelona, Spain
6
Institute of Mental Health Sciences, School of Health Sciences, Ulster University, Newtownabbey BT37 0QB, UK
7
Yonsei University College of Medicine, Seoul 03722, Korea
8
Vision and Eye Research Institute, School of Medicine, Faculty of Health, Education, Medicine and Social Care, Anglia Ruskin University, Cambridge CB1 1PT, UK
9
Centre for Health, Performance, and Wellbeing, Anglia Ruskin University, Cambridge CB1 1PT, UK
*
Author to whom correspondence should be addressed.
Co-last authors: Lee Smith; Guillermo F. López Sánchez.
Oral 2021, 1(3), 281-289; https://doi.org/10.3390/oral1030027
Submission received: 16 August 2021 / Revised: 9 September 2021 / Accepted: 13 September 2021 / Published: 16 September 2021

Abstract

:
The aim of the study was to investigate the cross-sectional association between diabetes and dental caries in a representative sample of 23,089 adults residing in Spain. Data from the Spanish National Health Survey 2017 were analysed. Diabetes (independent variable) and dental caries (dependent variable) were evaluated through a self-reported questionnaire. The association between diabetes and dental caries in the overall sample was assessed using logistic regression models adjusted for sex, age, marital status, education, smoking, alcohol consumption, obesity, hypertension, and hypercholesterolemia. The prevalence of dental caries was 20.6% in the overall population and was significantly higher in men and in young (≤40 years) and middle-aged adults (41–65 years) than in women and older adults (>65 years), respectively. After adjusting for control variables, there was a positive and significant association between diabetes and dental caries in the overall population (OR = 1.30, 95% CI = 1.15–1.46). The relationship between diabetes and dental caries was particularly strong in women (OR = 1.45, 95% CI = 1.22–1.71) and in adults aged ≤40 years (OR = 1.80, 95% CI = 1.05–3.05). In conclusion, in this large representative sample of Spanish adults, diabetes was associated with having a higher prevalence of dental caries, with females and younger adults at greatest risk. Patients with diabetes and dental practitioners should be aware of these associations and act accordingly. Future research should aim to investigate the mediating factors involved in the observed association between diabetes and dental caries.

1. Introduction

Diabetes corresponds to a chronic endocrine disease characterized by the impairment of the production and/or the response to insulin, resulting in high glucose levels in the blood [1]. Diabetes can be categorized as type 1 (little to no insulin produced) or type 2 (impaired response to insulin). Approximately 90% of all cases with diabetes are classified as type 2, which predominantly effects the adult population [1]. Importantly, gestational diabetes can also occur; this is where the mother experiences high levels of blood glucose during pregnancy. However, post-partum blood sugar levels tend to return to pre-pregnancy levels [1].
Diabetes per se is associated with multiple health complications, many of which have been extensively studied, including cancer, heart failure, and cardiovascular disease [2,3,4]. There is also a substantial body of literature investigating the relationship between diabetes and oral health [5], with people with diabetes more likely to suffer from gum disease, thrush, and dry mouth [6].
Dental caries is one of the most frequent noncommunicable diseases in the world [7]. Based on the findings of the 2015 Global Burden of Disease Study [8], dental caries is the first oral condition worldwide, with the prevalence overreaching 34% for untreated caries in permanent teeth. There is a growing body of literature to suggest that diabetes is associated with dental caries. For example, one study including 60 participants found that the decayed, missing and filled teeth (DMFT) index was significantly higher in people with diabetes than in their counterparts without diabetes [9]. These results were corroborated in another study including 100 adults, as the type 2 diabetes group displayed a higher DMFT score than the control group [10]. Finally, in a sample of 240 patients, it was found that the prevalence of dental caries was around 73% in those with diabetes and 31% in those without diabetes [11]. Interestingly, that same study further revealed that dental caries were more frequent in individuals with uncontrolled diabetes than in those with controlled diabetes (90% versus 43%). Although these studies have advanced the field, one key limitation is that they all utilized small samples (i.e., from 60 to 240 participants), and therefore, the representativeness of the findings is not known. Indeed, no large-scale epidemiological study exists examining the relationship between diabetes and dental caries. Diabetes may be associated with a higher prevalence of dental caries through long-term glucose leakage into saliva, which indirectly increases the metabolic activity of the oral microflora, alters the dental biofilm, and ultimately favors the occurrence of dental decay and periodontal diseases [12].
Given this background, the aim of the present study was to investigate the cross-sectional association between diabetes and dental caries in a representative sample of 23,089 adults residing in Spain. Given that diabetes has a particularly high prevalence in Spain, approximately 13.8% [13], studying the diabetes–dental caries relationship in this country is of upmost importance.

2. Methods

2.1. The Survey

This study was based on data from the Spanish National Health Survey 2017. Previous literature has extensively described the survey [14,15]. Briefly, the Spanish National Health Survey 2017 was undertaken in Spain from October 2016 to October 2017. Data collection relied on a stratified, three-stage sampling design. The first stage corresponded to the selection of census sections, and the probability of selection was proportional to the section size. The second stage corresponded to the selection of family dwellings in each census section, and the probability of selection was proportional to the dwelling size. The third stage corresponded to the selection of an adult aged ≥ 15 years in each family dwelling, and this selection relied on the random Kish method, with all members aged ≥ 15 years of the family dwelling having the same probability to be selected. This methodology allowed the sample to be representative of the adult population living in Spain. Data collection relied on computer-assisted personal interviewing (CAPI), and all interviews were conducted at the home of the participants by trained staff. An informed consent was obtained from each participant. Finally, the research was conducted in accordance with the Declaration of Helsinki.

2.2. Diabetes (Independent Variable)

Diabetes was evaluated through the following yes–no question: “Have you ever been diagnosed with diabetes?” Those who answered affirmatively to the question were considered to have diabetes. Previous research has confirmed the validity of self-reported diagnosis of diabetes (i.e., sensitivity of 73% and specificity of 99%) [16].

2.3. Dental Caries (Dependent Variable)

Dental caries was evaluated through the following yes–no question: “Do you have dental caries?” Those who answered affirmatively to the question were considered to have dental caries. This question is a valid measure of self-referred dental caries [17], while self-reported information on dental caries has been found to have a relatively high sensitivity (i.e., 82%) and specificity (i.e., 78%) compared with clinical examination in young adults [18].

2.4. Control Variables

The selection of the control variables relied on previous studies indicating that these factors are associated with both the independent variable (diabetes) [19,20,21,22] and the dependent variable (dental caries) [23,24,25,26]. All control variables were self-reported. Sociodemographic variables included sex, age, marital status (married versus single/separated/divorced/widowed) and education (≤primary (i.e., primary school or less), secondary (i.e., secondary school, baccalaureate, intermediate professional education, or equivalent), ≥tertiary (i.e., university, higher professional education, or equivalent)). Smoking status was self-reported and corresponded to a categorical variable with three outcomes (i.e., never, past, and current smoking). Past-year alcohol consumption was self-reported and included in the analyses as a dichotomous variable (none versus any). Based on the standard definition of the World Health Organization, obesity corresponded to a body mass index (BMI) ≥ 30 kg/m2, and BMI < 30 kg/m2 was considered no obesity [27]. BMI was calculated as self-reported weight in kilograms divided by self-reported height in meters squared. Finally, hypertension and hypercholesterolemia were evaluated through the following yes–no question: “Have you ever been diagnosed with hypertension/hypercholesterolemia?” Those who answered affirmatively to the question were considered to have hypertension/hypercholesterolemia. Previous research has confirmed the validity and high accuracy of self-reported diagnosis of hypertension/hypercholesterolemia [16].

2.5. Statistical Analysis

Differences in the sample characteristics by diabetes were assessed using chi-square tests for all variables. Effect size was calculated using phi coefficient and Cramer’s V for dichotomous variables and categorical variables with more than two categories, respectively. The prevalence of dental caries was further studied in the overall population and by sex and age. The association between diabetes (independent variable) and dental caries (dependent variable) in the overall sample was assessed using logistic regression models adjusted for sex, age, marital status, education, smoking, alcohol consumption, obesity, hypertension, and hypercholesterolemia. As the relationship between diabetes and dental caries may differ by sex and age [28,29,30,31], interaction analyses were conducted including the product terms “diabetes X sex” and “diabetes X age” in the logistic model. Sensitivity analyses were also conducted in men, women, adults aged ≤ 40 years, those aged 41–65 years, and those aged > 65 years. Sex-stratified analyses were not adjusted for sex. All independent variables were included in the models as categorical variables with the exception of age, which was included as a continuous variable. There were missing data for dental caries (n = 387, 1.68%), marital status (n = 39, 0.17%), smoking (n = 22, 0.10%), alcohol consumption (n = 26, 0.11%), and obesity (n = 1070, 4.63%). Complete-case analysis was carried out including 21,625 (93.66%) participants after excluding 1464 participants (6.34%) with any missing data. Results from the logistic regression analyses are presented as odds ratios (ORs) and 95% confidence intervals (CIs). The level of statistical significance was set at p < 0.05. The statistical analysis was performed with R 4.1.0 (The R Foundation) [32].

3. Results

There were 23,089 adults living in Spain included in this retrospective study (54.1% of women and 43.9% of participants aged 41–65 years). Male sex, age > 65 years, ≤primary education, past smoking, no alcohol consumption, obesity, hypertension, and hypercholesterolemia were more common in people with than in those without diabetes (Table 1). The prevalence of dental caries was 20.6% in the overall population and was significantly higher in men and in young (≤40 years) and middle-aged adults (41–65 years) than in women and older adults (>65 years), respectively (Figure 1). The results of the logistic regression analyses are displayed in Figure 2. After adjusting for several potential confounding factors (i.e., sex, age, marital status, education, smoking, alcohol consumption, obesity, hypertension, and hypercholesterolemia), there was a positive and significant association between diabetes and dental caries in the overall population (OR = 1.30, 95% CI = 1.15–1.46). Although sex was not a significant interacting factor in the association between diabetes and dental caries, the relationship was found to be significant in women only (OR = 1.45, 95% CI = 1.22–1.71). Furthermore, age significantly interacted with diabetes in its association with dental caries, and the association was particularly strong in adults aged ≤ 40 years (OR = 1.80, 95% CI = 1.05–3.05).
Dental caries were assessed with a yes–no question. The prevalence of dental caries was significantly higher in men and younger (those aged ≤ 40 years) and middle-aged adults (those aged 41–65 years) than in women and older adults (those aged > 65 years), respectively (p-values < 0.001).
Diabetes and dental caries were assessed with yes–no questions. Logistic regression analyses were adjusted for sex (except the sex-stratified analysis), age, marital status, education, smoking, alcohol consumption, obesity, hypertension, and hypercholesterolemia. All independent variables were included in the models as categorical variables, with the exception of age, which was included as a continuous variable. Dots and lines represent odds ratios and 95% confidence intervals, respectively.

4. Discussion

In this large sample of adults residing in Spain, it was found that the prevalence of dental caries was 20.6%. Moreover, overall, those with diabetes were 1.30 times more likely to have dental caries compared with their counterparts without diabetes. Sensitivity analysis further revealed that the association between diabetes and dental caries was significant in women but not in men. Finally, in terms of age, the relationship between diabetes and dental caries was strongest in participants aged ≤ 40 years.
Taken together, these results support and add to previous literature on this topic. It supports previous literature by confirming a positive association between diabetes and dental caries [9,10,11,33,34]. Importantly, the existing literature is limited through utilizing small and non-representative samples. This study adds to this literature by confirming that the association between diabetes and dental caries still holds in a large representative sample of Spanish adults and that this relationship is particularly strong in females and younger adults.
There is one key driver that likely explains the relationship between diabetes and dental caries. As previously mentioned, long-term glucose leakage into saliva is common in diabetes, and this may lead to an alteration of the dental biofilm and indirectly exacerbate the risk of dental caries and other oral disorders [12]. Indeed, saliva composition plays a major role in the integrity of oral tissues by protecting these tissues against various pathogens, controlling the local demineralization-remineralization equilibrium, and stabilizing pH [33]. Importantly, diabetes is associated with a high prevalence of xerostomia (i.e., dry mouth), and this condition may predispose to a higher risk of dental caries [35].
Other mechanisms may also explain the observed association between diabetes and dental caries. First, diabetes has been found to be associated with a higher risk of poor mental health, particularly depression [36]. Meanwhile, studies have shown that those with poor mental health are at higher risk of worse oral health, including dental caries [37]. Second, literature suggests that those with diabetes in general tend to have poor eating habits [38,39]. In turn, poor eating habits are associated with worse oral health [40]. Third, people with diabetes have lower levels of physical activity than those without diabetes [41,42], and low levels of physical activity are also associated with poor oral health [25].
The finding that women but not men with diabetes are more likely to have dental caries than their counterparts without diabetes is interesting. It is likely explained by a higher prevalence of xerostomia in females [43,44], highlighting the fact that xerostomia may be an important mediating factor in the association between diabetes and dental caries. The finding that the diabetes–dental caries relationship was stronger in younger than in older adults should also be noted, but a plausible explanation is elusive. However, it may be owing to higher rates of poor mental health in younger than older adults [45]. Besides, the consumption of sugar-sweetened beverages, which is associated with both diabetes [46] and dental caries [47], is frequent in young adults [48], and this could explain why the diabetes–dental caries relationship was particularly strong in young adults. More research to further explain this stronger association between diabetes and dental caries in younger adults is required.
The large representative sample and the stratification by age and sex are clear strengths of the present analyses. However, findings must be interpreted in light of the study limitations. First, diabetes, dental caries, and control variables were self-reported and thus subjected to reporting and recall bias, while the use of clinical and biological data would have allowed more detailed analyses. Second, the type of diabetes was not reported, and it is possible that differing associations may be observed for type 1, type 2, and gestational diabetes. As a matter of fact, these types of diabetes affect different populations, and one may hypothesize that these populations do not share the same risk for dental caries. Third, this was a study conducted in a single country (i.e., Spain), and the findings may not be extrapolated to other countries and other regions of the world. Therefore, future multi-country research should aim to investigate the association between diabetes and dental caries, while more data on the differential relationship between diabetes and dental caries by type of diabetes are warranted.

5. Conclusions

In conclusion, in this large representative sample of adults from Spain, the prevalence of dental caries was around 21%, and after adjusting for a wide range of potential confounding variables, diabetes was positively and significantly associated with dental caries. The relationship between diabetes and dental caries was particularly strong in women and young adults. Patients with diabetes as well as dental practitioners should be aware of these associations, and oral health education and oral hygiene should be promoted in people with diabetes. Finally, future research should aim to investigate the observed association between diabetes type and dental caries.

Author Contributions

Data analysis, L.J.; writing—original draft preparation, L.J., L.S. and G.F.L.S.; writing—review and editing, J.-I.S., I.G., J.M.H., A.K., M.A.T., M.T., J.Y.K. and S.P. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Ethical approval was not required since data from the Spanish National Health Survey are public and anonymized.

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

Data supporting the findings of this study are available from the corresponding author upon reasonable request.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. International Diabetes Foundation. About Diabetes. Available online: https://www.idf.org/aboutdiabetes/what-is-diabetes.html?gclid=Cj0KCQjwo6D4BRDgARIsAA6uN1-jkR98B9-Xjl-INVwP4f0dgPgE92hxOZEoKQ9ezHeKG9teomKLsRwaApjCEALw_wcB (accessed on 7 September 2021).
  2. Abudawood, M. Diabetes and cancer: A comprehensive review. J. Res. Med. Sci. 2019, 24, 94. [Google Scholar] [CrossRef] [PubMed]
  3. Einarson, T.R.; Acs, A.; Ludwig, C.; Panton, U.H. Prevalence of cardiovascular disease in type 2 diabetes: A systematic literature review of scientific evidence from across the world in 2007–2017. Cardiovasc. Diabetol. 2018, 17, 83. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Ohkuma, T.; Komorita, Y.; Peters, S.A.E.; Woodward, M. Diabetes as a risk factor for heart failure in women and men: A systematic review and meta-analysis of 47 cohorts including 12 million individuals. Diabetologia 2019, 62, 1550–1560. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Leite, R.S.; Marlow, N.M.; Fernandes, J.K. Oral health and type 2 diabetes. Am. J. Med. Sci. 2013, 345, 271–273. [Google Scholar] [CrossRef] [Green Version]
  6. diabetes.co.uk. Diabetes and Maintaining Good Oral Health. Available online: https://www.diabetes.co.uk/features/diabetes-and-oral-health.html (accessed on 7 September 2021).
  7. World Health Organization Sugars and Dental Caries. Available online: https://www.who.int/news-room/fact-sheets/detail/sugars-and-dental-caries (accessed on 7 September 2021).
  8. Kassebaum, N.J.; Smith, A.G.C.; Bernabé, E.; Fleming, T.D.; Reynolds, A.E.; Vos, T.; Murray, C.J.L.; Marcenes, W. GBD 2015 oral health collaborators global, regional, and national prevalence, incidence, and disability-adjusted life years for oral conditions for 195 countries, 1990–2015: A systematic analysis for the global burden of diseases, injuries, and risk factors. J. Dent. Res. 2017, 96, 380–387. [Google Scholar] [CrossRef] [PubMed]
  9. Latti, B.R.; Kalburge, J.V.; Birajdar, S.B.; Latti, R.G. Evaluation of relationship between dental caries, diabetes mellitus and oral microbiota in diabetics. J. Oral Maxillofac. Pathol. 2018, 22, 282. [Google Scholar] [CrossRef]
  10. Singh, I.; Singh, P.; Singh, A.; Singh, T.; Kour, R. Diabetes an inducing factor for dental caries: A case control analysis in jammu. J. Int. Soc. Prev. Community Dent. 2016, 6, 125–129. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  11. Malvania, E.A.; Sheth, S.A.; Sharma, A.S.; Mansuri, S.; Shaikh, F.; Sahani, S. Dental caries prevalence among type II diabetic and nondiabetic adults attending a hospital. J. Int. Soc. Prev. Community Dent. 2016, 6, S232–S236. [Google Scholar] [CrossRef] [Green Version]
  12. Hariharavel, V.P.; Rao, A.P.V.; Venugopal, R.N.; Peter, J. Diabetes, diet and dental caries. Int. J. Diabetes Dev. Ctries 2017, 37, 94. [Google Scholar] [CrossRef] [Green Version]
  13. Soriguer, F.; Goday, A.; Bosch-Comas, A.; Bordiú, E.; Calle-Pascual, A.; Carmena, R.; Casamitjana, R.; Castaño, L.; Castell, C.; Catalá, M.; et al. Prevalence of diabetes mellitus and impaired glucose regulation in Spain: The [email protected] study. Diabetologia 2012, 55, 88–93. [Google Scholar] [CrossRef] [Green Version]
  14. Ministerio de Sanidad, Consumo y Bienestar Social & Instituto Nacional de Estadística. Spanish National Health Survey 2017: Methodology; Instituto Nacional de Estadística: Madrid, Spain, 2017; p. 64. Available online: https://www.mscbs.gob.es/estadEstudios/estadisticas/encuestaNacional/encuestaNac2017/ENSE17_Metodologia.pdf (accessed on 14 August 2021).
  15. Ministerio de Sanidad, Consumo y Bienestar Social & Instituto Nacional de Estadística. Spanish National Health Survey 2017: Questionnaire of Adults; Instituto Nacional de Estadística: Madrid, Spain, 2017; p. 61. Available online: https://www.mscbs.gob.es/estadEstudios/estadisticas/encuestaNacional/encuestaNac2017/ENSE17_ADULTO_.pdf (accessed on 14 August 2021).
  16. Martin, L.M.; Leff, M.; Calonge, N.; Garrett, C.; Nelson, D.E. Validation of self-reported chronic conditions and health services in a managed care population. Am. J. Prev. Med. 2000, 18, 215–218. [Google Scholar] [CrossRef]
  17. Barriuso Lapresa, L.; Sanz-Barbero, B. Variables asociadas al uso de los servicios de salud bucodental por la población preescolar en España: Un análisis de la encuesta nacional de salud. Rev. Española Salud Pública 2012, 86, 115–124. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  18. Silva, A.E.R.; Menezes, A.M.B.; Assunção, M.C.F.; Gonçalves, H.; Demarco, F.F.; Vargas-Ferreira, F.; Peres, M.A. Validation of self-reported information on dental caries in a birth cohort at 18 years of age. PLoS ONE 2014, 9, e106382. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  19. Baranowski, T.; Cooper, D.M.; Harrell, J.; Hirst, K.; Kaufman, F.R.; Goran, M.; Resnicow, K. STOPP-T2D prevention study group presence of diabetes risk factors in a large U.S. eighth-grade cohort. Diabetes Care 2006, 29, 212–217. [Google Scholar] [CrossRef] [Green Version]
  20. Eberhardt, M.S.; Casagrande, S.S.; Cowie, C.C. Sociodemographic characteristics of persons with diabetes. In Diabetes in America; Cowie, C.C., Casagrande, S.S., Menke, A., Cissell, M.A., Eberhardt, M.S., Meigs, J.B., Gregg, E.W., Knowler, W.C., Barrett-Connor, E., Becker, D.J., et al., Eds.; National Institute of Diabetes and Digestive and Kidney Diseases: Bethesda, MD, USA, 2018. [Google Scholar]
  21. Natarajan, S.; Nietert, P.J. Hypertension, diabetes, hypercholesterolemia, and their combinations increased health care utilization and decreased health status. J. Clin. Epidemiol. 2004, 57, 954–961. [Google Scholar] [CrossRef]
  22. Rimm, E.B.; Chan, J.; Stampfer, M.J.; Colditz, G.A.; Willett, W.C. Prospective study of cigarette smoking, alcohol use, and the risk of diabetes in men. BMJ 1995, 310, 555–559. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Kantovitz, K.R.; Pascon, F.M.; Rontani, R.M.P.; Gavião, M.B.D. Obesity and dental caries—A systematic review. Oral Health Prev. Dent. 2006, 4, 137–144. [Google Scholar]
  24. Sakki, T.K.; Knuuttila, M.L.; Vimpari, S.S.; Kivelä, S.L. Lifestyle, dental caries and number of teeth. Community Dent. Oral Epidemiol. 1994, 22, 298–302. [Google Scholar] [CrossRef]
  25. Sanchez, G.F.L.; Smith, L.; Koyanagi, A.; Grabovac, I.; Yang, L.; Veronese, N.; Shin, J.I.; Loosemore, M.; Jacob, L. Associations between self-reported physical activity and oral health: A cross-sectional analysis in 17,777 Spanish adults. Br. Dent. J. 2020, 228, 361–365. [Google Scholar] [CrossRef]
  26. Vargas, C.M.; Crall, J.J.; Schneider, D.A. Sociodemographic distribution of pediatric dental caries: NHANES III, 1988–1994. J. Am. Dent. Assoc. 1998, 129, 1229–1238. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  27. World Health Organization. Body Mass Index—BMI. Available online: https://www.euro.who.int/en/health-topics/disease-prevention/nutrition/a-healthy-lifestyle/body-mass-index-bmi (accessed on 7 September 2021).
  28. Bernabé, E.; Sheiham, A. Extent of differences in dental caries in permanent teeth between childhood and adulthood in 26 countries. Int. Dent. J. 2014, 64, 241–245. [Google Scholar] [CrossRef]
  29. Kautzky-Willer, A.; Harreiter, J.; Pacini, G. Sex and gender differences in risk, pathophysiology and complications of type 2 diabetes mellitus. Endocr. Rev. 2016, 37, 278–316. [Google Scholar] [CrossRef] [Green Version]
  30. Lukacs, J.R.; Largaespada, L.L. Explaining sex differences in dental caries prevalence: Saliva, hormones, and “life-history” etiologies. Am. J. Hum. Biol. 2006, 18, 540–555. [Google Scholar] [CrossRef]
  31. Shamshirgaran, S.M.; Mamaghanian, A.; Aliasgarzadeh, A.; Aiminisani, N.; Iranparvar-Alamdari, M.; Ataie, J. Age differences in diabetes-related complications and glycemic control. BMC Endocr. Disord. 2017, 17, 25. [Google Scholar] [CrossRef] [PubMed]
  32. R Core Team. R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2021. [Google Scholar]
  33. Ferizi, L.; Dragidella, F.; Spahiu, L.; Begzati, A.; Kotori, V. The influence of type 1 diabetes mellitus on dental caries and salivary composition. Int. J. Dent. 2018, 2018, 5780916. [Google Scholar] [CrossRef]
  34. Taylor, G.W.; Manz, M.C.; Borgnakke, W.S. Diabetes, periodontal diseases, dental caries, and tooth loss: A review of the literature. Compend. Contin. Educ. Dent. 2004, 25, 179–184, 186–188, 190; quiz 192. [Google Scholar] [PubMed]
  35. diabetes.co.uk. Dry Mouth and Diabetes. Available online: https://www.diabetes.co.uk/diabetes-complications/dry-mouth.html (accessed on 7 September 2021).
  36. Alzoubi, A.; Abunaser, R.; Khassawneh, A.; Alfaqih, M.; Khasawneh, A.; Abdo, N. The bidirectional relationship between diabetes and depression: A literature review. Korean J. Fam. Med. 2018, 39, 137–146. [Google Scholar] [CrossRef] [Green Version]
  37. Jacob, L.; López-Sánchez, G.F.; Carvalho, A.F.; Shin, J.I.; Oh, H.; Yang, L.; Veronese, N.; Soysal, P.; Grabovac, I.; Koyanagi, A.; et al. Associations between mental and oral health in Spain: A cross-sectional study of more than 23,000 people aged 15 years and over. J. Affect. Disord. 2020, 274, 67–72. [Google Scholar] [CrossRef] [PubMed]
  38. Gouda, M.; Matsukawa, M.; Iijima, H. Associations between eating habits and glycemic control and obesity in Japanese workers with type 2 diabetes mellitus. Diabetes Metab. Syndr. Obes. 2018, 11, 647–658. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  39. Laissaoui, A.; Allem, R. The eating habits of patients with type 2 diabetes in Algeria. Pak. J. Med. Sci. 2016, 32, 289–293. [Google Scholar] [CrossRef]
  40. Moynihan, P. The Interrelationship between diet and oral health. Proc. Nutr. Soc. 2005, 64, 571–580. [Google Scholar] [CrossRef] [Green Version]
  41. Fagour, C.; Gonzalez, C.; Pezzino, S.; Florenty, S.; Rosette-Narece, M.; Gin, H.; Rigalleau, V. Low physical activity in patients with type 2 diabetes: The role of obesity. Diabetes Metab. 2013, 39, 85–87. [Google Scholar] [CrossRef]
  42. Jakicic, J.M.; Gregg, E.; Knowler, W.; Kelley, D.E.; Lang, W.; Miller, G.D.; Pi-Sunyer, F.X.; Regensteiner, J.G.; Rejeski, W.J.; Ridisl, P.; et al. Activity patterns of obese adults with type 2 diabetes in the look AHEAD study. Med. Sci. Sports Exerc. 2010, 42, 1995–2005. [Google Scholar] [CrossRef] [Green Version]
  43. Thomson, W.M. Dry mouth and older people. Aust. Dent. J. 2015, 60, 54–63. [Google Scholar] [CrossRef] [PubMed]
  44. Ying Joanna, N.D.; Thomson, W.M. Dry mouth—An overview. Singap. Dent. J. 2015, 36, 12–17. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  45. National Institute of Mental Health. Major Depression. Available online: https://www.nimh.nih.gov/health/statistics/major-depression (accessed on 7 September 2021).
  46. Wang, M.; Yu, M.; Fang, L.; Hu, R.-Y. Association between sugar-sweetened beverages and type 2 diabetes: A meta-analysis. J. Diabetes Investig. 2015, 6, 360–366. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  47. Bernabé, E.; Vehkalahti, M.M.; Sheiham, A.; Aromaa, A.; Suominen, A.L. Sugar-sweetened beverages and dental caries in adults: A 4-year prospective study. J. Dent. 2014, 42, 952–958. [Google Scholar] [CrossRef]
  48. Han, E.; Powell, L.M. Consumption patterns of sugar-sweetened beverages in the United States. J. Acad. Nutr. Diet. 2013, 113, 43–53. [Google Scholar] [CrossRef] [Green Version]
Figure 1. Prevalence of dental caries in the overall population and by sex and age.
Figure 1. Prevalence of dental caries in the overall population and by sex and age.
Oral 01 00027 g001
Figure 2. Association between diabetes (independent variable) and dental caries (dependent variable) in the overall population and by sex and age.
Figure 2. Association between diabetes (independent variable) and dental caries (dependent variable) in the overall population and by sex and age.
Oral 01 00027 g002
Table 1. Sample characteristics (overall and by diabetes status).
Table 1. Sample characteristics (overall and by diabetes status).
CharacteristicsCategoryOverall
(N = 23,089)
DiabetesEffect Size ap-Value b
No
(N = 20,823)
Yes
(N = 2266)
SexMale45.945.549.80.03<0.001
Female54.154.550.2
Age≤40 years27.229.82.70.28<0.001
41–65 years43.945.330.8
>65 years29.024.966.5
Marital statusSingle/separated/divorced/widowed45.946.144.10.010.064
Married54.153.955.9
Education≤Primary31.227.961.70.20<0.001
Secondary43.044.728.2
≥Tertiary25.827.510.2
SmokingNever50.850.750.90.08<0.001
Past25.824.934.3
Current23.424.314.8
Alcohol consumptionNone35.834.052.10.11<0.001
Any64.266.047.9
ObesityNo82.383.966.50.13<0.001
Yes17.716.133.5
HypertensionNo73.077.134.80.28<0.001
Yes27.022.965.2
HypercholesterolemiaNo76.379.944.10.25<0.001
Yes23.720.155.9
Diabetes was assessed with a yes–no question. Values are percentages unless otherwise stated. a Effect size was calculated using phi coefficient and Cramer’s V for dichotomous variables and categorical variables with more than two categories, respectively. b p-values were based on chi-square tests.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Jacob, L.; Shin, J.-I.; Grabovac, I.; Haro, J.M.; Koyanagi, A.; Tully, M.A.; Trott, M.; Kim, J.Y.; Pardhan, S.; Smith, L.; et al. Association between Diabetes and Dental Caries in Spanish Adults: A Cross-Sectional Study Including 23,089 Adults. Oral 2021, 1, 281-289. https://doi.org/10.3390/oral1030027

AMA Style

Jacob L, Shin J-I, Grabovac I, Haro JM, Koyanagi A, Tully MA, Trott M, Kim JY, Pardhan S, Smith L, et al. Association between Diabetes and Dental Caries in Spanish Adults: A Cross-Sectional Study Including 23,089 Adults. Oral. 2021; 1(3):281-289. https://doi.org/10.3390/oral1030027

Chicago/Turabian Style

Jacob, Louis, Jae-Il Shin, Igor Grabovac, Josep Maria Haro, Ai Koyanagi, Mark A. Tully, Mike Trott, Jong Yeob Kim, Shahina Pardhan, Lee Smith, and et al. 2021. "Association between Diabetes and Dental Caries in Spanish Adults: A Cross-Sectional Study Including 23,089 Adults" Oral 1, no. 3: 281-289. https://doi.org/10.3390/oral1030027

APA Style

Jacob, L., Shin, J. -I., Grabovac, I., Haro, J. M., Koyanagi, A., Tully, M. A., Trott, M., Kim, J. Y., Pardhan, S., Smith, L., & López Sánchez, G. F. (2021). Association between Diabetes and Dental Caries in Spanish Adults: A Cross-Sectional Study Including 23,089 Adults. Oral, 1(3), 281-289. https://doi.org/10.3390/oral1030027

Article Metrics

Back to TopTop