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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 ga...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742173/ https://www.ncbi.nlm.nih.gov/pubmed/35125809 http://dx.doi.org/10.21147/j.issn.1000-9604.2021.06.02 |
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author | Zhou, Ren Zheng, Hongchen Liu, Mengfei Liu, Zhen Guo, Chuanhai Tian, Hongrui Liu, Fangfang Liu, Ying Pan, Yaqi Chen, Huanyu Hu, Zhe Cai, Hong He, Zhonghu Ke, Yang |
author_facet | Zhou, Ren Zheng, Hongchen Liu, Mengfei Liu, Zhen Guo, Chuanhai Tian, Hongrui Liu, Fangfang Liu, Ying Pan, Yaqi Chen, Huanyu Hu, Zhe Cai, Hong He, Zhonghu Ke, Yang |
author_sort | Zhou, Ren |
collection | PubMed |
description | 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/m(2)), 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. |
format | Online Article Text |
id | pubmed-8742173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87421732022-02-04 Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations Zhou, Ren Zheng, Hongchen Liu, Mengfei Liu, Zhen Guo, Chuanhai Tian, Hongrui Liu, Fangfang Liu, Ying Pan, Yaqi Chen, Huanyu Hu, Zhe Cai, Hong He, Zhonghu Ke, Yang Chin J Cancer Res Original Article 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/m(2)), 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. AME Publishing Company 2021-12-31 /pmc/articles/PMC8742173/ /pubmed/35125809 http://dx.doi.org/10.21147/j.issn.1000-9604.2021.06.02 Text en Copyright ©2021Chinese Journal of Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-sa/4.0/This work is licensed under a Creative Commons Attribution-Non Commercial-Share Alike 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ (https://creativecommons.org/licenses/by-nc-sa/4.0/) |
spellingShingle | Original Article Zhou, Ren Zheng, Hongchen Liu, Mengfei Liu, Zhen Guo, Chuanhai Tian, Hongrui Liu, Fangfang Liu, Ying Pan, Yaqi Chen, Huanyu Hu, Zhe Cai, Hong He, Zhonghu Ke, Yang Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations |
title | Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations |
title_full | Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations |
title_fullStr | Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations |
title_full_unstemmed | Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations |
title_short | Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations |
title_sort | development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in chinese populations |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742173/ https://www.ncbi.nlm.nih.gov/pubmed/35125809 http://dx.doi.org/10.21147/j.issn.1000-9604.2021.06.02 |
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