Cargando…
Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study
BACKGROUND: Only a small proportion of patients with compensated advanced chronic liver disease (cACLD) had varices needing treatment (VNT) after recommended esophagogastroduodenoscopy (EGD) screening. We aimed to create a non-invasive nomogram based on routine tests to detect VNT in cACLD patients....
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8656326/ https://www.ncbi.nlm.nih.gov/pubmed/34341248 http://dx.doi.org/10.4103/sjg.sjg_22_21 |
_version_ | 1784612259930046464 |
---|---|
author | Wang, Jitao Wei, Wenxin Duan, Zhihui Li, Jinlong Liu, Yanna Liu, Chuan Zhang, Liting Zhang, Qingge Zhou, Shengyun Zhang, Kunpeng Gao, Fengxiao Wang, Xiaojuan Liao, Yong Xu, Dan Huang, Yifei Wang, Shuai Hu, Weiling Mao, Hua Xu, Ming Dang, Tong Wu, Bin Yang, Li Liu, Dengxiang Qi, Xiaolong |
author_facet | Wang, Jitao Wei, Wenxin Duan, Zhihui Li, Jinlong Liu, Yanna Liu, Chuan Zhang, Liting Zhang, Qingge Zhou, Shengyun Zhang, Kunpeng Gao, Fengxiao Wang, Xiaojuan Liao, Yong Xu, Dan Huang, Yifei Wang, Shuai Hu, Weiling Mao, Hua Xu, Ming Dang, Tong Wu, Bin Yang, Li Liu, Dengxiang Qi, Xiaolong |
author_sort | Wang, Jitao |
collection | PubMed |
description | BACKGROUND: Only a small proportion of patients with compensated advanced chronic liver disease (cACLD) had varices needing treatment (VNT) after recommended esophagogastroduodenoscopy (EGD) screening. We aimed to create a non-invasive nomogram based on routine tests to detect VNT in cACLD patients. METHODS: The training cohort included 162 cACLD patients undergoing EGD in a university hospital, between January 2014 and September 2019. A nomogram was developed based on the independent predictors of VNT, selected using a multivariate logistic regression analysis. Thirty-three patients from eight university hospitals were prospectively enrolled as validation cohort between December 2018 and December 2019. RESULTS: The prevalence of VNT was 32.7% (53/162) and 39.4% (13/33) in training and validation cohorts, respectively. The univariate analysis identified six risk factors for VNT. On the multivariate analysis, four of them, i.e., gallbladder wall thickness (odds ratio [OR]: 1.23; 95% confidence interval [CI]: 0.98-1.56), spleen diameter (OR: 1.02; 95% CI: 1.00-1.04), platelet count (OR: 0.98; 95% CI: 0.97-0.99), and international normalized ratio (OR: 0.58; 95% CI: 0.06-5.84) were independently associated with VNT. Thus, a nomogram based on the four above - mentioned variables was developed, and showed a favorable performance for detecting VNT, with an area under receiver operating characteristic curve of 0.848 (95% CI: 0.769-0.927) in training cohort. By applying a cut-off value of 105 in validation cohort, 31.0% of EGD were safely spared with 3.4% of missed VNT. CONCLUSION: A nomogram based on routine clinical parameters was developed for detecting VNT and avoiding unnecessary EGD in cACLD patients. |
format | Online Article Text |
id | pubmed-8656326 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-86563262021-12-30 Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study Wang, Jitao Wei, Wenxin Duan, Zhihui Li, Jinlong Liu, Yanna Liu, Chuan Zhang, Liting Zhang, Qingge Zhou, Shengyun Zhang, Kunpeng Gao, Fengxiao Wang, Xiaojuan Liao, Yong Xu, Dan Huang, Yifei Wang, Shuai Hu, Weiling Mao, Hua Xu, Ming Dang, Tong Wu, Bin Yang, Li Liu, Dengxiang Qi, Xiaolong Saudi J Gastroenterol Original Article BACKGROUND: Only a small proportion of patients with compensated advanced chronic liver disease (cACLD) had varices needing treatment (VNT) after recommended esophagogastroduodenoscopy (EGD) screening. We aimed to create a non-invasive nomogram based on routine tests to detect VNT in cACLD patients. METHODS: The training cohort included 162 cACLD patients undergoing EGD in a university hospital, between January 2014 and September 2019. A nomogram was developed based on the independent predictors of VNT, selected using a multivariate logistic regression analysis. Thirty-three patients from eight university hospitals were prospectively enrolled as validation cohort between December 2018 and December 2019. RESULTS: The prevalence of VNT was 32.7% (53/162) and 39.4% (13/33) in training and validation cohorts, respectively. The univariate analysis identified six risk factors for VNT. On the multivariate analysis, four of them, i.e., gallbladder wall thickness (odds ratio [OR]: 1.23; 95% confidence interval [CI]: 0.98-1.56), spleen diameter (OR: 1.02; 95% CI: 1.00-1.04), platelet count (OR: 0.98; 95% CI: 0.97-0.99), and international normalized ratio (OR: 0.58; 95% CI: 0.06-5.84) were independently associated with VNT. Thus, a nomogram based on the four above - mentioned variables was developed, and showed a favorable performance for detecting VNT, with an area under receiver operating characteristic curve of 0.848 (95% CI: 0.769-0.927) in training cohort. By applying a cut-off value of 105 in validation cohort, 31.0% of EGD were safely spared with 3.4% of missed VNT. CONCLUSION: A nomogram based on routine clinical parameters was developed for detecting VNT and avoiding unnecessary EGD in cACLD patients. Wolters Kluwer - Medknow 2021-07-29 /pmc/articles/PMC8656326/ /pubmed/34341248 http://dx.doi.org/10.4103/sjg.sjg_22_21 Text en Copyright: © 2021 Saudi Journal of Gastroenterology https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Wang, Jitao Wei, Wenxin Duan, Zhihui Li, Jinlong Liu, Yanna Liu, Chuan Zhang, Liting Zhang, Qingge Zhou, Shengyun Zhang, Kunpeng Gao, Fengxiao Wang, Xiaojuan Liao, Yong Xu, Dan Huang, Yifei Wang, Shuai Hu, Weiling Mao, Hua Xu, Ming Dang, Tong Wu, Bin Yang, Li Liu, Dengxiang Qi, Xiaolong Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study |
title | Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study |
title_full | Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study |
title_fullStr | Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study |
title_full_unstemmed | Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study |
title_short | Development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: A multicenter study |
title_sort | development and validation of a nomogram for predicting varices needing treatment in compensated advanced chronic liver disease: a multicenter study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8656326/ https://www.ncbi.nlm.nih.gov/pubmed/34341248 http://dx.doi.org/10.4103/sjg.sjg_22_21 |
work_keys_str_mv | AT wangjitao developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT weiwenxin developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT duanzhihui developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT lijinlong developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT liuyanna developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT liuchuan developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT zhangliting developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT zhangqingge developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT zhoushengyun developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT zhangkunpeng developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT gaofengxiao developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT wangxiaojuan developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT liaoyong developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT xudan developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT huangyifei developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT wangshuai developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT huweiling developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT maohua developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT xuming developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT dangtong developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT wubin developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT yangli developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT liudengxiang developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy AT qixiaolong developmentandvalidationofanomogramforpredictingvaricesneedingtreatmentincompensatedadvancedchronicliverdiseaseamulticenterstudy |