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Multicenter Study
Development, validation, and evaluation of a risk assessment tool for personalized screening of gastric cancer in Chinese populations.
- Xia Zhu, Jun Lv, Meng Zhu, Caiwang Yan, Bin Deng, Canqing Yu, Yu Guo, Jing Ni, Qiang She, Tianpei Wang, Jiayu Wang, Yue Jiang, Jiaping Chen, Dong Hang, Ci Song, Xuefeng Gao, Jian Wu, Juncheng Dai, Hongxia Ma, Ling Yang, Yiping Chen, Mingyang Song, Qingyi Wei, Zhengming Chen, Zhibin Hu, Hongbing Shen, Yanbing Ding, Liming Li, and Guangfu Jin.
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, 101 Longmian Rd, Nanjing, 211166, China.
- Bmc Med. 2023 Apr 27; 21 (1): 159159.
BackgroundEffective risk prediction models are lacking for personalized endoscopic screening of gastric cancer (GC). We aimed to develop, validate, and evaluate a questionnaire-based GC risk assessment tool for risk prediction and stratification in the Chinese population.MethodsIn this three-stage multicenter study, we first selected eligible variables by Cox regression models and constructed a GC risk score (GCRS) based on regression coefficients in 416,343 subjects (aged 40-75 years) from the China Kadoorie Biobank (CKB, development cohort). In the same age range, we validated the GCRS effectiveness in 13,982 subjects from another independent Changzhou cohort (validation cohort) as well as in 5348 subjects from an endoscopy screening program in Yangzhou. Finally, we categorized participants into low (bottom 20%), intermediate (20-80%), and high risk (top 20%) groups by the GCRS distribution in the development cohort.ResultsThe GCRS using 11 questionnaire-based variables demonstrated a Harrell's C-index of 0.754 (95% CI, 0.745-0.762) and 0.736 (95% CI, 0.710-0.761) in the two cohorts, respectively. In the validation cohort, the 10-year risk was 0.34%, 1.05%, and 4.32% for individuals with a low (≤ 13.6), intermediate (13.7~30.6), and high (≥ 30.7) GCRS, respectively. In the endoscopic screening program, the detection rate of GC varied from 0.00% in low-GCRS individuals, 0.27% with intermediate GCRS, to 2.59% with high GCRS. A proportion of 81.6% of all GC cases was identified from the high-GCRS group, which represented 28.9% of all the screened participants.ConclusionsThe GCRS can be an effective risk assessment tool for tailored endoscopic screening of GC in China. Risk Evaluation for Stomach Cancer by Yourself (RESCUE), an online tool was developed to aid the use of GCRS.© 2023. The Author(s).
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