Development and validation of a risk assessment tool for gastric cancer in a general Japanese population

Masahiro Iida, Fumie Ikeda, Jun Hata, Yoichiro Hirakawa, Tomoyuki Ohara, Naoko Mukai, Daigo Yoshida, Koji Yonemoto, Motohiro Esaki, Takanari Kitazono, Yutaka Kiyohara, Toshiharu Ninomiya

研究成果: ジャーナルへの寄稿学術誌査読

13 被引用数 (Scopus)


Background: There have been very few reports of risk score models for the development of gastric cancer. The aim of this study was to develop and validate a risk assessment tool for discerning future gastric cancer risk in Japanese. Methods: A total of 2444 subjects aged 40 years or over were followed up for 14 years from 1988 (derivation cohort), and 3204 subjects of the same age group were followed up for 5 years from 2002 (validation cohort). The weighting (risk score) of each risk factor for predicting future gastric cancer in the risk assessment tool was determined based on the coefficients of a Cox proportional hazards model in the derivation cohort. The goodness of fit of the established risk assessment tool was assessed using the c-statistic and the Hosmer–Lemeshow test in the validation cohort. Results: During the follow-up, gastric cancer developed in 90 subjects in the derivation cohort and 35 subjects in the validation cohort. In the derivation cohort, the risk prediction model for gastric cancer was established using significant risk factors: age, sex, the combination of Helicobacter pylori antibody and pepsinogen status, hemoglobin A1c level, and smoking status. The incidence of gastric cancer increased significantly as the sum of risk scores increased (P trend < 0.001). The risk assessment tool was validated internally and showed good discrimination (c-statistic = 0.76) and calibration (Hosmer–Lemeshow test P = 0.43) in the validation cohort. Conclusions: We developed a risk assessment tool for gastric cancer that provides a useful guide for stratifying an individual’s risk of future gastric cancer.

ジャーナルGastric Cancer
出版ステータス出版済み - 5月 1 2018

!!!All Science Journal Classification (ASJC) codes

  • 腫瘍学
  • 消化器病学
  • 癌研究


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