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Abstract
June 2005, Vol. 76, No. 6, Pages 923-928
, DOI 10.1902/jop.2005.76.6.923
(doi:10.1902/jop.2005.76.6.923)
Determination of Smoking and Obesity as Periodontitis Risks Using the Classification and Regression Tree Method Nobuko NishidaJapan Foundation for Aging and Health, Aichi, Japan. Department of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan. Muneo TanakaDepartment of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan. Naoji HayashiDepartment of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan. Hideki NagataDepartment of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan. Tatsuya TakeshitaDepartment of Public Health, Wakayama Medical University, Wakayama, Japan. Department of Social and Environmental Medicine, Osaka University Graduate School of Medicine. Kunio NakayamaDepartment of Social and Environmental Medicine, Osaka University Graduate School of Medicine. Kanehisa MorimotoDepartment of Social and Environmental Medicine, Osaka University Graduate School of Medicine. Dr. Satoshi ShizukuishiDepartment of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan. Background: A model that focuses on personal risk factors associated with poor lifestyle has been proposed for the etiology of generalized periodontitis. Numerous investigations have linked individual lifestyle-related factors to periodontitis risk; however, a definite relationship among lifestyle-related factors remains unclear. The objective of this study was to determine which lifestyle-related factors demonstrated the greater impact on periodontitis risk. Methods: The association of lifestyle-related factors, such as smoking status and obesity, with periodontitis was assessed in 372 Japanese workers via a self-administered questionnaire. Smoking status and obesity were evaluated in terms of packyears and body mass index (BMI), respectively. Clinical periodontal examination included probing depth (PD). The effective impact on periodontitis risk was analyzed by the classification and regression tree (CART) method and multiple logistic regression analysis. Results: Simple logistic regression analyses revealed that factors such as age, gender, alcohol consumption, smoking status, BMI, and frequency of toothbrushing were associated with periodontitis. CART results demonstrated a significant correlation between periodontitis and pack-years, BMI, and age; in contrast, alcohol consumption, gender, and toothbrushing frequency were not correlated with periodontitis. The strongest factor for periodontitis risk was pack-years of smoking. Additionally, both pack-years and BMI exhibited clear dose-response relationships with periodontitis. These relationships were maintained despite adjustment for known confounding factors. Conclusions: Smoking displays the greatest impact on periodontitis among lifestyle-related factors. Both smoking and obesity are independent risk indicators for periodontitis; moreover, these parameters exhibit a dose-response relationship with respect to periodontitis risk. J Periodontol 2005;76:923-928. KEYWORDS: CART , comparison studies , lifestyle , obesity/adverse effects , periodontitis/epidemiology , risk factors , smoking/adverse effects Cited byJuan Manuel Morillo, Pedro Bullon, María del Carmen Ramirez-Tortosa, José Luis Quiles, Hubert N. Newman, Enrico Bertoli, Maurizio Battino. (2009) Nutrition-linked chronic disease and periodontitis: are they the two faces of the same coin?. Mediterranean Journal of Nutrition and Metabolism Online publication date: 22-Jun-2009. CrossRef Ting-Ting Wang, Tony Hsiu-Hsi Chen, Po-En Wang, Hongmin Lai, Ming-Te Lo, Pearl Yi-Chun Chen, Sherry Yueh-Hsia Chiu. (2009) A population-based study on the association between type 2 diabetes and periodontal disease in 12,123 middle-aged Taiwanese (KCIS No. 21). Journal of Clinical Periodontology 36:5, 372-379 Online publication date: 1-Jun-2009. CrossRef F. Boesing, J. S. R. Patiño, V. R. G. da Silva, E. A. M. Moreira. (2009) The interface between obesity and periodontitis with emphasis on oxidative stress and inflammatory response. Obesity Reviews 10:3, 290-297 Online publication date: 1-Jun-2009. CrossRef Johanne Kongstad, Ulla A. Hvidtfeldt, Morten Grønbæk, Kaj Stoltze, Palle Holmstrup. The relation between Body Mass Index and Periodontitis in the Copenhagen City Heart Study. Journal of Periodontology 0:0, 1-3 Abstract
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