4.6 Article

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

Journal

GASTRIC CANCER
Volume 21, Issue 3, Pages 383-390

Publisher

SPRINGER
DOI: 10.1007/s10120-017-0768-8

Keywords

Gastric cancer; Epidemiology; Risk prediction model; Helicobacter pylori; Pepsinogen status

Funding

  1. Ministry of Education, Culture, Sports, Science and Technology of Japan [16H02644, 16H02692, 16H05850, 16H05557, 17H04126, 15K09267, 15K08738, 15K09835, 16K09244, 17K09114, 17K09113, 17K01853]
  2. Health and Labour Sciences Research Grants of the Ministry of Health, Labour and Welfare of Japan [H25-Junkankitou [Seishuu]-Sitei-022, H29-Junkankitou-Ippan-003, H27-Shokuhin-[Sitei]-017]
  3. Japan Agency for Medical Research and Development [dk0207025, ek0210082, gm0610007, ek0210083, km0405202, ek0210080]
  4. Grants-in-Aid for Scientific Research [16H05557, 17K09114, 17K01853, 17K09113, 16K00063] Funding Source: KAKEN

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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.

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