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A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis
BACKGROUND: Treatment failures (TFs) generally exist in the course of ulcerative colitis (UC), while early reliable predictors of TFs are still lacking. We aimed to generate nomograms for the prediction of TFs. METHODS: In this retrospective case–control study, the endpoint was the occurrence of TFs...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162100/ https://www.ncbi.nlm.nih.gov/pubmed/37152865 http://dx.doi.org/10.2147/JIR.S410057 |
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author | Wang, Ying Huang, Xuanzhi Zhou, Gaoshi Han, Jing Xie, Zhuo Zhang, Mudan Li, Xiaoling Wu, Qi-rui Li, Li Ye, Ziyin Chen, Minhu Qiu, Yun Zhang, Shenghong |
author_facet | Wang, Ying Huang, Xuanzhi Zhou, Gaoshi Han, Jing Xie, Zhuo Zhang, Mudan Li, Xiaoling Wu, Qi-rui Li, Li Ye, Ziyin Chen, Minhu Qiu, Yun Zhang, Shenghong |
author_sort | Wang, Ying |
collection | PubMed |
description | BACKGROUND: Treatment failures (TFs) generally exist in the course of ulcerative colitis (UC), while early reliable predictors of TFs are still lacking. We aimed to generate nomograms for the prediction of TFs. METHODS: In this retrospective case–control study, the endpoint was the occurrence of TFs, which included medically associated treatment failures and surgery-associated treatment failures (colectomy). Clinical features and mucus integrity evident by goblet cells (GCs) number, expression levels of MUC2 and SLC26A3 were enrolled in the univariate analysis. Nomogram performance was evaluated by discrimination and calibration. RESULTS: We identified 256 UC patients at our center from January 2010 to June 2022. Fourteen variables for TFs and 9 for colectomy were identified by univariate analysis. Five baseline indices were incorporated into the nomogram for the prediction of TFs: area of GCs, age at diagnosis, disease duration, hemoglobin, and Mayo score. The model was presented with decent discrimination (C index of 0.822) and well calibration. In addition, the colectomy predictive nomogram was built using MUC2 intensity, age at onset, and Mayo score with a good discrimination (C index of 0.92). CONCLUSION: Nomograms based on comprehensive factors including mucus barrier function were developed to predict TFs in UC patients with great discrimination, which may serve as practical tools aiming to identify high-risk subgroups warrant timely intervention. |
format | Online Article Text |
id | pubmed-10162100 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-101621002023-05-06 A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis Wang, Ying Huang, Xuanzhi Zhou, Gaoshi Han, Jing Xie, Zhuo Zhang, Mudan Li, Xiaoling Wu, Qi-rui Li, Li Ye, Ziyin Chen, Minhu Qiu, Yun Zhang, Shenghong J Inflamm Res Original Research BACKGROUND: Treatment failures (TFs) generally exist in the course of ulcerative colitis (UC), while early reliable predictors of TFs are still lacking. We aimed to generate nomograms for the prediction of TFs. METHODS: In this retrospective case–control study, the endpoint was the occurrence of TFs, which included medically associated treatment failures and surgery-associated treatment failures (colectomy). Clinical features and mucus integrity evident by goblet cells (GCs) number, expression levels of MUC2 and SLC26A3 were enrolled in the univariate analysis. Nomogram performance was evaluated by discrimination and calibration. RESULTS: We identified 256 UC patients at our center from January 2010 to June 2022. Fourteen variables for TFs and 9 for colectomy were identified by univariate analysis. Five baseline indices were incorporated into the nomogram for the prediction of TFs: area of GCs, age at diagnosis, disease duration, hemoglobin, and Mayo score. The model was presented with decent discrimination (C index of 0.822) and well calibration. In addition, the colectomy predictive nomogram was built using MUC2 intensity, age at onset, and Mayo score with a good discrimination (C index of 0.92). CONCLUSION: Nomograms based on comprehensive factors including mucus barrier function were developed to predict TFs in UC patients with great discrimination, which may serve as practical tools aiming to identify high-risk subgroups warrant timely intervention. Dove 2023-05-01 /pmc/articles/PMC10162100/ /pubmed/37152865 http://dx.doi.org/10.2147/JIR.S410057 Text en © 2023 Wang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Wang, Ying Huang, Xuanzhi Zhou, Gaoshi Han, Jing Xie, Zhuo Zhang, Mudan Li, Xiaoling Wu, Qi-rui Li, Li Ye, Ziyin Chen, Minhu Qiu, Yun Zhang, Shenghong A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis |
title | A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis |
title_full | A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis |
title_fullStr | A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis |
title_full_unstemmed | A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis |
title_short | A Novel Nomogram Combining Mucus Barrier Index for Predicting Treatment Failures in Ulcerative Colitis |
title_sort | novel nomogram combining mucus barrier index for predicting treatment failures in ulcerative colitis |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162100/ https://www.ncbi.nlm.nih.gov/pubmed/37152865 http://dx.doi.org/10.2147/JIR.S410057 |
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