Ren Zhou, Hongchen Zheng, Mengfei Liu, Zhen Liu, Chuanhai Guo, Hongrui Tian, Fangfang Liu, Ying Liu, Yaqi Pan, Huanyu Chen, Zhe Hu, Hong Cai, Zhonghu He, Yang Ke
{"title":"开发并验证基于问卷的风险评分系统,以识别中国人群中的胃癌高危人群。","authors":"Ren Zhou, Hongchen Zheng, Mengfei Liu, Zhen Liu, Chuanhai Guo, Hongrui Tian, Fangfang Liu, Ying Liu, Yaqi Pan, Huanyu Chen, Zhe Hu, Hong Cai, Zhonghu He, Yang Ke","doi":"10.21147/j.issn.1000-9604.2021.06.02","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to develop and validate a risk scoring system to identify high-risk individuals carrying malignant lesions in stomach for tailored gastric cancer screening.</p><p><strong>Methods: </strong>A gastric cancer risk scoring system (GC-RSS) was developed based on questionnaire-based predictors for gastric cancer derived from systematic literature review. To assess the capability of this system for discrimination, risk scores for 8,214 and 7,235 outpatient subjects accepting endoscopic examination in two endoscopy centers, and 32,630 participants in a community-based cohort in China were calculated to plot receiver operating characteristic curves and generate area under the curve (AUC). To evaluate the performance of GC-RSS, the screening proportion, sensitivity and detection rate ratio compared to universal screening were used under different risk score cutoff values.</p><p><strong>Results: </strong>GC-RSS comprised nine predictors including advanced age, male gender, low body mass index (<18.5 kg/m<sup>2</sup>), family history of gastric cancer, cigarette smoking, consumption of alcohol, preference for salty food, irregularity of meals and consumption of preserved food. This tool performed well in determining the risk of malignant gastric lesions with AUCs of 0.763, 0.706 and 0.696 in three validation sets. When subjects with risk scores ≥5 were evaluated with endoscopy, nearly 50% of these endoscopies could be saved with a detection rate of over 1.5 times achieved. When the cutoff was set at 8, only about 10% of subjects with the highest risk would be offered endoscopy, and detection rates for gastric cancer could be increased 2-4 fold compared to universal screening.</p><p><strong>Conclusions: </strong>An effective questionnaire-based GC-RSS was developed and validated. This tool may play an important role in establishing a tailored screening strategy for gastric cancer in China.</p>","PeriodicalId":9830,"journal":{"name":"Chinese journal of cancer research = Chung-kuo yen cheng yen chiu","volume":"33 6","pages":"649-658"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/56/93/cjcr-33-6-649.PMC8742173.pdf","citationCount":"0","resultStr":"{\"title\":\"Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations.\",\"authors\":\"Ren Zhou, Hongchen Zheng, Mengfei Liu, Zhen Liu, Chuanhai Guo, Hongrui Tian, Fangfang Liu, Ying Liu, Yaqi Pan, Huanyu Chen, Zhe Hu, Hong Cai, Zhonghu He, Yang Ke\",\"doi\":\"10.21147/j.issn.1000-9604.2021.06.02\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>This study aimed to develop and validate a risk scoring system to identify high-risk individuals carrying malignant lesions in stomach for tailored gastric cancer screening.</p><p><strong>Methods: </strong>A gastric cancer risk scoring system (GC-RSS) was developed based on questionnaire-based predictors for gastric cancer derived from systematic literature review. To assess the capability of this system for discrimination, risk scores for 8,214 and 7,235 outpatient subjects accepting endoscopic examination in two endoscopy centers, and 32,630 participants in a community-based cohort in China were calculated to plot receiver operating characteristic curves and generate area under the curve (AUC). To evaluate the performance of GC-RSS, the screening proportion, sensitivity and detection rate ratio compared to universal screening were used under different risk score cutoff values.</p><p><strong>Results: </strong>GC-RSS comprised nine predictors including advanced age, male gender, low body mass index (<18.5 kg/m<sup>2</sup>), family history of gastric cancer, cigarette smoking, consumption of alcohol, preference for salty food, irregularity of meals and consumption of preserved food. This tool performed well in determining the risk of malignant gastric lesions with AUCs of 0.763, 0.706 and 0.696 in three validation sets. When subjects with risk scores ≥5 were evaluated with endoscopy, nearly 50% of these endoscopies could be saved with a detection rate of over 1.5 times achieved. When the cutoff was set at 8, only about 10% of subjects with the highest risk would be offered endoscopy, and detection rates for gastric cancer could be increased 2-4 fold compared to universal screening.</p><p><strong>Conclusions: </strong>An effective questionnaire-based GC-RSS was developed and validated. This tool may play an important role in establishing a tailored screening strategy for gastric cancer in China.</p>\",\"PeriodicalId\":9830,\"journal\":{\"name\":\"Chinese journal of cancer research = Chung-kuo yen cheng yen chiu\",\"volume\":\"33 6\",\"pages\":\"649-658\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/56/93/cjcr-33-6-649.PMC8742173.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chinese journal of cancer research = Chung-kuo yen cheng yen chiu\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.21147/j.issn.1000-9604.2021.06.02\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese journal of cancer research = Chung-kuo yen cheng yen chiu","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21147/j.issn.1000-9604.2021.06.02","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations.
Objective: This study aimed to develop and validate a risk scoring system to identify high-risk individuals carrying malignant lesions in stomach for tailored gastric cancer screening.
Methods: A gastric cancer risk scoring system (GC-RSS) was developed based on questionnaire-based predictors for gastric cancer derived from systematic literature review. To assess the capability of this system for discrimination, risk scores for 8,214 and 7,235 outpatient subjects accepting endoscopic examination in two endoscopy centers, and 32,630 participants in a community-based cohort in China were calculated to plot receiver operating characteristic curves and generate area under the curve (AUC). To evaluate the performance of GC-RSS, the screening proportion, sensitivity and detection rate ratio compared to universal screening were used under different risk score cutoff values.
Results: GC-RSS comprised nine predictors including advanced age, male gender, low body mass index (<18.5 kg/m2), family history of gastric cancer, cigarette smoking, consumption of alcohol, preference for salty food, irregularity of meals and consumption of preserved food. This tool performed well in determining the risk of malignant gastric lesions with AUCs of 0.763, 0.706 and 0.696 in three validation sets. When subjects with risk scores ≥5 were evaluated with endoscopy, nearly 50% of these endoscopies could be saved with a detection rate of over 1.5 times achieved. When the cutoff was set at 8, only about 10% of subjects with the highest risk would be offered endoscopy, and detection rates for gastric cancer could be increased 2-4 fold compared to universal screening.
Conclusions: An effective questionnaire-based GC-RSS was developed and validated. This tool may play an important role in establishing a tailored screening strategy for gastric cancer in China.