{"title":"Development of a prediction score for Barrett's esophagus in Japanese health checkup settings.","authors":"So Kodama, Kenta Watanabe, Yosuke Shimodaira, Sho Fukuda, Tatsuki Yoshida, Yohei Saruta, Ryo Okubo, Tamotsu Matsuhashi, Taiga Komatsu, Katsunori Iijima","doi":"10.1007/s10388-024-01079-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The incidence of esophageal adenocarcinoma has recently increased in Asia, including Japan. A system to identify individuals at high risk for Barrett's esophagus (BE), a pre-cancerous condition of esophageal adenocarcinoma, among the general population is needed to perform endoscopic surveillance appropriately. We therefore developed risk prediction scores for BE at health checkups in Japan.</p><p><strong>Methods: </strong>4128 consecutive health checkup examinees were retrospectively enrolled from October 2021 to March 2022. A prediction score for BE was developed based on the linear transformation of β-regression coefficients in a multivariable regression model incorporating BE predictors. Internal validation was performed by evaluating discrimination and calibration of the prediction model.</p><p><strong>Results: </strong>Three prediction scores corresponding to BE based on its length were developed: all lengths, ≥ 1 cm, ≥ 2 cm. All scores were internally validated, and the model calibration was excellent. The performance of the prediction models was better for longer BE, with a c-statistic of 0.70 for BE ≥ 2 cm, than for shorter values. The prediction score for BE ≥ 2 cm yielded sensitivity and specificity of 52.9% and 78.6% in high-risk subjects and 91.2% and 29.3% in intermediate- or high-risk subjects, respectively.</p><p><strong>Conclusions: </strong>This prediction score can potentially increase the endoscopic detection of BE by identifying potentially high-risk individuals from the general population. This is the first report on developing a prediction score for BE that may suit the Japanese population.</p>","PeriodicalId":11918,"journal":{"name":"Esophagus","volume":" ","pages":"552-562"},"PeriodicalIF":2.2000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Esophagus","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10388-024-01079-3","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/8/19 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: The incidence of esophageal adenocarcinoma has recently increased in Asia, including Japan. A system to identify individuals at high risk for Barrett's esophagus (BE), a pre-cancerous condition of esophageal adenocarcinoma, among the general population is needed to perform endoscopic surveillance appropriately. We therefore developed risk prediction scores for BE at health checkups in Japan.
Methods: 4128 consecutive health checkup examinees were retrospectively enrolled from October 2021 to March 2022. A prediction score for BE was developed based on the linear transformation of β-regression coefficients in a multivariable regression model incorporating BE predictors. Internal validation was performed by evaluating discrimination and calibration of the prediction model.
Results: Three prediction scores corresponding to BE based on its length were developed: all lengths, ≥ 1 cm, ≥ 2 cm. All scores were internally validated, and the model calibration was excellent. The performance of the prediction models was better for longer BE, with a c-statistic of 0.70 for BE ≥ 2 cm, than for shorter values. The prediction score for BE ≥ 2 cm yielded sensitivity and specificity of 52.9% and 78.6% in high-risk subjects and 91.2% and 29.3% in intermediate- or high-risk subjects, respectively.
Conclusions: This prediction score can potentially increase the endoscopic detection of BE by identifying potentially high-risk individuals from the general population. This is the first report on developing a prediction score for BE that may suit the Japanese population.
背景:最近,包括日本在内的亚洲地区食管腺癌发病率有所上升。我们需要一个系统来识别普通人群中患食管腺癌癌前病变--巴雷特食管(Barrett's esophagus,BE)的高风险人群,以便进行适当的内镜监测。因此,我们在日本的健康体检中开发了BE的风险预测评分。方法:从2021年10月至2022年3月,我们对4128名连续健康体检者进行了回顾性登记。根据包含BE预测因素的多变量回归模型中β回归系数的线性变换,制定了BE预测评分。通过评估预测模型的区分度和校准,进行了内部验证:结果:根据BE的长度建立了三个与之相对应的预测分数:所有长度、≥1厘米、≥2厘米。所有分值均经过内部验证,模型校准效果极佳。对于较长的 BE,预测模型的性能要好于较短的 BE,BE ≥ 2 厘米的 c 统计量为 0.70。BE≥2厘米的预测评分对高危人群的敏感性和特异性分别为52.9%和78.6%,对中危或高危人群的敏感性和特异性分别为91.2%和29.3%:该预测评分可从普通人群中识别出潜在的高危人群,从而提高内镜下 BE 的检出率。这是首个关于开发适合日本人群的 BE 预测评分的报告。
期刊介绍:
Esophagus, the official journal of the Japan Esophageal Society, introduces practitioners and researchers to significant studies in the fields of benign and malignant diseases of the esophagus. The journal welcomes original articles, review articles, and short articles including technical notes ( How I do it ), which will be peer-reviewed by the editorial board. Letters to the editor are also welcome. Special articles on esophageal diseases will be provided by the editorial board, and proceedings of symposia and workshops will be included in special issues for the Annual Congress of the Society.