American Academy of Periodontology Journal of Periodontology Online Welcome Guest
Sign in | Register
 
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 Nishida

Japan Foundation for Aging and Health, Aichi, Japan.

Department of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan.

Muneo Tanaka

Department of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan.

Naoji Hayashi

Department of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan.

Hideki Nagata

Department of Preventive Dentistry, Osaka University Graduate School of Dentistry, Osaka, Japan.

Tatsuya Takeshita

Department of Public Health, Wakayama Medical University, Wakayama, Japan.

Department of Social and Environmental Medicine, Osaka University Graduate School of Medicine.

Kunio Nakayama

Department of Social and Environmental Medicine, Osaka University Graduate School of Medicine.

Kanehisa Morimoto

Department of Social and Environmental Medicine, Osaka University Graduate School of Medicine.

Dr. Satoshi Shizukuishi

Department 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 by

, , , , , , . (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
, , , , , , . (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
, , , . (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
, , , , . The relation between Body Mass Index and Periodontitis in the Copenhagen City Heart Study. Journal of Periodontology 0:0, 1-3
Abstract | PDF (302 KB) | PDF Plus (303 KB) 
, , , , , , , , . (2009) Temporal Association of Elevated C-Reactive Protein and Periodontal Disease in Men. Journal of Periodontology 80:5, 734-739
Online publication date: 1-May-2009.
Abstract | Full Text | PDF (458 KB) | PDF Plus (487 KB) 
, , , , , . (2009) Role of serum cytokines tumour necrosis factor- α and interleukin-6 in the association between body weight and periodontal infection. Journal of Clinical Periodontology 36:2, 100-105
Online publication date: 1-Mar-2009.
CrossRef
, . (2009) Relation of body mass index, periodontitis and Tannerella forsythia. Journal of Clinical Periodontology 36:2, 89-99
Online publication date: 1-Mar-2009.
CrossRef
, , , , , . (2009) Amount and type of alcohol and periodontitis in the Copenhagen City Heart Study. Journal of Clinical Periodontology 35:12, 1032-1039
Online publication date: 1-Jan-2009.
CrossRef
, , , , , , , . (2008) Association Between Involuntary Smoking and Salivary Markers Related to Periodontitis: A 2-Year Longitudinal Study. Journal of Periodontology 79:12, 2233-2240
Online publication date: 1-Dec-2008.
Abstract | Full Text | PDF (483 KB) | PDF Plus (513 KB) 
, , , , . (2008) The association between periodontal disease and obesity among adults in Jordan. Journal of Clinical Periodontology
Online publication date: 1-Dec-2008.
CrossRef
, , , , , . (2008) Relationship between body mass index and periodontitis in young Japanese adults. Journal of Periodontal Research 43:4, 417-421
Online publication date: 1-Sep-2008.
CrossRef
, , , . (2008) Association between body weight and periodontal infection. Journal of Clinical Periodontology 35:4, 297-304
Online publication date: 1-May-2008.
CrossRef
, , , , , . (2007) Bacterial Species in Subgingival Plaque and Oral Bone Loss in Postmenopausal Women. Journal of Periodontology 78:6, 1051-1061
Online publication date: 1-Jun-2007.
Abstract | Full Text | PDF (451 KB) | PDF Plus (304 KB) 
, , , , , , , , . (2007) Longitudinal Study of the Association Between Smoking as a Periodontitis Risk and Salivary Biomarkers Related to Periodontitis. Journal of Periodontology 78:5, 859-867
Online publication date: 1-May-2007.
Abstract | Full Text | PDF (236 KB) | PDF Plus (296 KB) 
, , , . (2007) Obesity and periodontitis in 60?70-year-old men. Journal Of Clinical Periodontology 34:6, 461
CrossRef
. (2007) A comparison of regression trees, logistic regression, generalized additive models, and multivariate adaptive regression splines for predicting AMI mortality. Statistics in Medicine 26:15, 2937
CrossRef
, . (2007) Metabolic disorders related to obesity and periodontal disease. Periodontology 2000 43:1, 254
CrossRef
, . (2006) Diabetes Mellitus and Periodontal Diseases. Journal of Periodontology 77:8, 1289-1303
Online publication date: 1-Aug-2006.
Abstract | Full Text | PDF (213 KB) | PDF Plus (405 KB) 
, , , , . (2006) Relationship between smoking status and periodontal conditions: findings from national databases in Japan. Journal of Periodontal Research 41:6, 573
CrossRef
, , . (2006) Risk factors and prevalence of periodontitis in community-dwelling elders in Mexico. Journal Of Clinical Periodontology 33:3, 184
CrossRef
, . (2006) Relationship between smoking and folic acid, vitamin B and some haematological variables in patients with chronic periodontal disease. Journal Of Clinical Periodontology 33:12, 878
CrossRef
, , , , , , , . (2005) Association between passive and active smoking evaluated by salivary cotinine and periodontitis. Journal of Clinical Periodontology 32:10, 1041-1046
Online publication date: 1-Nov-2005.
CrossRef
PDF (94.751 KB) PDF Plus (176.343 KB)
 

Previous Article | Next Article
View/Print PDF (95 KB)
View PDF Plus (176 KB)
Add to favorites
Email to a friend
TOC Alert | Citation Alert What is RSS?

 
 
Quick Search
for 
Authors:
Nobuko Nishida
Muneo Tanaka
Naoji Hayashi
Hideki Nagata
Tatsuya Takeshita
Kunio Nakayama
Kanehisa Morimoto
Dr. Satoshi Shizukuishi
Keywords:
CART
comparison studies
lifestyle
obesity/adverse effects
periodontitis/epidemiology
risk factors
smoking/adverse effects

© 2009 American Academy of Periodontology. All rights reserved.
Disclaimers apply | Privacy commitment | Contact AAP
Technology Partner - Atypon Systems, Inc.