title: Determination of smoking and obesity as periodontitis risks using the classification and regression tree method.
abstract: 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 pack-years 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.
authors.affiliation: Japan Foundation for Aging and Health, Aichi, Japan.
authors.forename: Nobuko
authors.initials: N
authors.lastname: Nishida
authors.forename: Muneo
authors.initials: M
authors.lastname: Tanaka
authors.forename: Naoji
authors.initials: N
authors.lastname: Hayashi
authors.forename: Hideki
authors.initials: H
authors.lastname: Nagata
authors.forename: Tatsuya
authors.initials: T
authors.lastname: Takeshita
authors.forename: Kunio
authors.initials: K
authors.lastname: Nakayama
authors.forename: Kanehisa
authors.initials: K
authors.lastname: Morimoto
authors.forename: Satoshi
authors.initials: S
authors.lastname: Shizukuishi
mesh_terms: D000328:Adult; D000367:Age Factors; D000428:Alcohol Drinking / Q000009:adverse effects; D015992:Body Mass Index; D004812:Epidemiologic Methods; D005260:Female; D006801:Humans; D008019:Life Style; D008297:Male; D008875:Middle Aged; D009765:Obesity / Q000150:complications*; D010518:Periodontitis / Q000209:etiology*; D012737:Sex Factors; D012907:Smoking / Q000009:adverse effects*