Fábio R M Leite1, Gustavo G Nascimento1, Karen G Peres2, Flávio F Demarco3,4, Bernardo L Horta4, Marco A Peres2,5. 1. Section of Periodontology, Department of Dentistry and Oral Health, Aarhus University, Aarhus, Denmark. 2. School of Dentistry and Oral Health, Griffith University, Gold Coast Campus, Southport, QLD, Australia. 3. Graduate Program in Dentistry, Federal University of Pelotas, Pelotas, Brazil. 4. Graduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil. 5. Menzies Health Institute Queensland, Griffith University, Gold Coast Campus, Southport, QLD, Australia.
Abstract
OBJECTIVES: This cross-sectional study tested the presence of collider bias in the relationship between periodontitis and the carotid intima-media thickness (cIMT). METHODS: Data from 480 members of the 1982 Pelotas Birth Cohort, Brazil, were used. Periodontitis at the age of 24 years was determined as the main exposure. cIMT at the age of 30 years was set as the outcome. High-sensitivity C-reactive protein (hsCRP) was considered the mediator (collider). Confounding variables included sex, income, BMI and smoking. The association between cIMT and periodontitis was tested in conventional logistic regression stratified on hsCRP levels, marginal structural modelling and sensitivity analysis for collider stratification bias. RESULTS: Conventional adjusted logistic regression analysis showed a positive association between periodontitis and cIMT (OR 1.5; 95% CI 1.1; 2.3). Stratified analysis according to the hsCRP levels revealed that the magnitude of the association was even higher among participants with hsCRP ≥ 3 mg/L (OR 2.2, 95% CI 1.1; 4.2) with 36% collider bias probability. No association between periodontitis and cIMT was found among participants with hsCRP < 3 mg/L (OR 1.3; 95% CI 0.8; 2.1). The association was not detected using marginal structural modelling (OR 1.3, 95% CI 0.8; 2.0). CONCLUSIONS: The association between periodontitis and surrogate markers of cardiovascular disease might be induced by collider bias stratification using conventional regression analysis.
OBJECTIVES: This cross-sectional study tested the presence of collider bias in the relationship between periodontitis and the carotid intima-media thickness (cIMT). METHODS: Data from 480 members of the 1982 Pelotas Birth Cohort, Brazil, were used. Periodontitis at the age of 24 years was determined as the main exposure. cIMT at the age of 30 years was set as the outcome. High-sensitivity C-reactive protein (hsCRP) was considered the mediator (collider). Confounding variables included sex, income, BMI and smoking. The association between cIMT and periodontitis was tested in conventional logistic regression stratified on hsCRP levels, marginal structural modelling and sensitivity analysis for collider stratification bias. RESULTS: Conventional adjusted logistic regression analysis showed a positive association between periodontitis and cIMT (OR 1.5; 95% CI 1.1; 2.3). Stratified analysis according to the hsCRP levels revealed that the magnitude of the association was even higher among participants with hsCRP ≥ 3 mg/L (OR 2.2, 95% CI 1.1; 4.2) with 36% collider bias probability. No association between periodontitis and cIMT was found among participants with hsCRP < 3 mg/L (OR 1.3; 95% CI 0.8; 2.1). The association was not detected using marginal structural modelling (OR 1.3, 95% CI 0.8; 2.0). CONCLUSIONS: The association between periodontitis and surrogate markers of cardiovascular disease might be induced by collider bias stratification using conventional regression analysis.
Authors: K G Peres; W M Thomson; B W Chaffee; M A Peres; N Birungi; L G Do; C A Feldens; M Fontana; T A Marshall; W Pitiphat; W K Seow; Y Wagner; H M Wong; A J Rugg-Gunn Journal: J Dent Res Date: 2020-07-17 Impact factor: 6.116