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A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups
Erosive esophagitis is a major risk factor for Barrett esophagus and esophageal adenocarcinoma. Information regarding the putative risk factors for developing erosive esophagitis is considerably heterogeneous; thus, a risk model is required to clinically predict the incidence of erosive esophagitis....
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5291576/ https://www.ncbi.nlm.nih.gov/pubmed/26825906 http://dx.doi.org/10.1097/MD.0000000000002591 |
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author | Kang, Soo Hoon Lim, Yaeji Lee, Hyuk Kim, Joungyoun Chi, Sangah Min, Yang Won Min, Byung-Hoon Lee, Jun Haeng Son, Hee Jung Ryu, Seungho Rhee, Poong-Lyul Kim, Jae J. |
author_facet | Kang, Soo Hoon Lim, Yaeji Lee, Hyuk Kim, Joungyoun Chi, Sangah Min, Yang Won Min, Byung-Hoon Lee, Jun Haeng Son, Hee Jung Ryu, Seungho Rhee, Poong-Lyul Kim, Jae J. |
author_sort | Kang, Soo Hoon |
collection | PubMed |
description | Erosive esophagitis is a major risk factor for Barrett esophagus and esophageal adenocarcinoma. Information regarding the putative risk factors for developing erosive esophagitis is considerably heterogeneous; thus, a risk model is required to clinically predict the incidence of erosive esophagitis. This study was to derive and validate a predictive model for the incidence of developing erosive esophagitis after negative index endoscopy in a population subjected to routine health check-ups. This retrospective cohort study of health check-ups included 11,535 patients who underwent repeated screening endoscopy after >3 years from a negative index endoscopy. We used logistic regression analysis to predict the incidence of erosive esophagitis, and a Simple Prediction of Erosive Esophagitis Development score for risk assessment was developed and internally validated using the split-sample approach. The development and validation cohorts included 5765 patients (675 with erosive esophagitis [11.7%]) and 5770 patients (670 with erosive esophagitis [11.6%]), respectively. The final model included sex, smoking behavior, body mass index, hypertension, and the triglyceride level as variables. This model predicted 667 cases of erosive esophagitis, yielding an expected-to-observed ratio of 1.00 (95% confidence interval [CI], 0.92–1.07). A simplified 5-item risk scoring system based on coefficients was developed, with a risk of erosive esophagitis of 6.2% (95% CI, 5.2–7.1) for the low-risk group (score ≤2), 15.1% (95% CI, 13.5–16.6) for the intermediate-risk group (score ≤3, 4), and 18.2% (95% CI, 15.2–21.3) for the high-risk group (score ≥5). The discriminative performance of the risk-prediction score was consistent in the derivation cohort and validation cohort (c-statistics 0.68 and 0.64, respectively); the calibration was good (Brier score 0.099 and 0.1, respectively). In conclusion, a simple risk-scoring model using putative risk factors can predict the future incidence of developing erosive esophagitis in asymptomatic populations. |
format | Online Article Text |
id | pubmed-5291576 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-52915762017-02-09 A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups Kang, Soo Hoon Lim, Yaeji Lee, Hyuk Kim, Joungyoun Chi, Sangah Min, Yang Won Min, Byung-Hoon Lee, Jun Haeng Son, Hee Jung Ryu, Seungho Rhee, Poong-Lyul Kim, Jae J. Medicine (Baltimore) 4500 Erosive esophagitis is a major risk factor for Barrett esophagus and esophageal adenocarcinoma. Information regarding the putative risk factors for developing erosive esophagitis is considerably heterogeneous; thus, a risk model is required to clinically predict the incidence of erosive esophagitis. This study was to derive and validate a predictive model for the incidence of developing erosive esophagitis after negative index endoscopy in a population subjected to routine health check-ups. This retrospective cohort study of health check-ups included 11,535 patients who underwent repeated screening endoscopy after >3 years from a negative index endoscopy. We used logistic regression analysis to predict the incidence of erosive esophagitis, and a Simple Prediction of Erosive Esophagitis Development score for risk assessment was developed and internally validated using the split-sample approach. The development and validation cohorts included 5765 patients (675 with erosive esophagitis [11.7%]) and 5770 patients (670 with erosive esophagitis [11.6%]), respectively. The final model included sex, smoking behavior, body mass index, hypertension, and the triglyceride level as variables. This model predicted 667 cases of erosive esophagitis, yielding an expected-to-observed ratio of 1.00 (95% confidence interval [CI], 0.92–1.07). A simplified 5-item risk scoring system based on coefficients was developed, with a risk of erosive esophagitis of 6.2% (95% CI, 5.2–7.1) for the low-risk group (score ≤2), 15.1% (95% CI, 13.5–16.6) for the intermediate-risk group (score ≤3, 4), and 18.2% (95% CI, 15.2–21.3) for the high-risk group (score ≥5). The discriminative performance of the risk-prediction score was consistent in the derivation cohort and validation cohort (c-statistics 0.68 and 0.64, respectively); the calibration was good (Brier score 0.099 and 0.1, respectively). In conclusion, a simple risk-scoring model using putative risk factors can predict the future incidence of developing erosive esophagitis in asymptomatic populations. Wolters Kluwer Health 2016-01-29 /pmc/articles/PMC5291576/ /pubmed/26825906 http://dx.doi.org/10.1097/MD.0000000000002591 Text en Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved. http://creativecommons.org/licenses/by-nc-nd/4.0 This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0, where it is permissible to download, share and reproduce the work in any medium, provided it is properly cited. The work cannot be changed in any way or used commercially. http://creativecommons.org/licenses/by-nc-nd/4.0 |
spellingShingle | 4500 Kang, Soo Hoon Lim, Yaeji Lee, Hyuk Kim, Joungyoun Chi, Sangah Min, Yang Won Min, Byung-Hoon Lee, Jun Haeng Son, Hee Jung Ryu, Seungho Rhee, Poong-Lyul Kim, Jae J. A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups |
title | A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups |
title_full | A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups |
title_fullStr | A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups |
title_full_unstemmed | A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups |
title_short | A Model for Predicting the Future Risk of Incident Erosive Esophagitis in an Asymptomatic Population Undergoing Regular Check-ups |
title_sort | model for predicting the future risk of incident erosive esophagitis in an asymptomatic population undergoing regular check-ups |
topic | 4500 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5291576/ https://www.ncbi.nlm.nih.gov/pubmed/26825906 http://dx.doi.org/10.1097/MD.0000000000002591 |
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