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Mesenteric abnormalities play an important role in grading intestinal fibrosis in patients with Crohn’s disease: a computed tomography and clinical marker-based nomogram
BACKGROUND: While the grading of intestinal fibrosis is closely related to the therapeutic strategy of patients with Crohn’s disease (CD), it has not yet been well resolved. Mesenteric abnormalities are inextricably linked to intestinal fibrosis. OBJECTIVES: We aimed to establish an optimal model fo...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459497/ https://www.ncbi.nlm.nih.gov/pubmed/36090482 http://dx.doi.org/10.1177/17562848221122504 |
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author | Meng, Jixin Mao, Yitao Zhou, Jie Chen, Zhao Huang, Siyun Wang, Yangdi Huang, Li Zhang, Ruonan Shen, Xiaodi Lv, Wen Xiao, Juxiong Ye, Ziyin Chen, Zhihui Mao, Ren Sun, Canhui Li, Ziping Feng, Shi-Ting Lin, Shaochun Li, Xuehua |
author_facet | Meng, Jixin Mao, Yitao Zhou, Jie Chen, Zhao Huang, Siyun Wang, Yangdi Huang, Li Zhang, Ruonan Shen, Xiaodi Lv, Wen Xiao, Juxiong Ye, Ziyin Chen, Zhihui Mao, Ren Sun, Canhui Li, Ziping Feng, Shi-Ting Lin, Shaochun Li, Xuehua |
author_sort | Meng, Jixin |
collection | PubMed |
description | BACKGROUND: While the grading of intestinal fibrosis is closely related to the therapeutic strategy of patients with Crohn’s disease (CD), it has not yet been well resolved. Mesenteric abnormalities are inextricably linked to intestinal fibrosis. OBJECTIVES: We aimed to establish an optimal model for assessing intestinal fibrosis using computed tomography enterography (CTE) and clinical markers. DESIGN: A total of 174 patients with CD between January 2014 and June 2020 were included in this retrospective multicentre study. METHODS: All patients underwent CTE within 3 months prior to surgery. Intestinal fibrosis was pathologically scored as non-mild or moderate-to-severe. Selected imaging of the intestinal walls and mesentery and/or clinical factors were used to develop the diagnostic models. The area under the receiver operating characteristic curve (AUC) analysis was used to evaluate the discrimination performance of the models. A decision curve analysis was performed to evaluate the clinical usefulness of the models. RESULTS: One-, two-, and three-variable models were identified as possible diagnostic models. Model 1 [mesenteric creeping fat index (MCFI)], Model 2 (mesenteric oedema and MCFI), and Model 3 (mesenteric oedema, MCFI, and disease duration) were established. The AUCs of Model 1 in training and test cohorts 1 and 2 were 0.799, 0.859, and 0.693, respectively; Model 2 was 0.851, 0.833, and 0.757, respectively; and Model 3 was 0.832, 0.821, and 0.850, respectively. We did not observe any significant difference in diagnostic performance between the training and total test cohorts in any model (all p > 0.05). The decision curves showed that Model 3 had the highest net clinical benefit in test cohort 2. The nomogram of this optimal model was constructed by considering the favourable and robust performance of Model 3. CONCLUSION: A nomogram integrating mesenteric abnormalities on CTE with a clinical marker was optimal for differentiating between non-mild and moderate-to-severe fibrosis in patients with CD. |
format | Online Article Text |
id | pubmed-9459497 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-94594972022-09-10 Mesenteric abnormalities play an important role in grading intestinal fibrosis in patients with Crohn’s disease: a computed tomography and clinical marker-based nomogram Meng, Jixin Mao, Yitao Zhou, Jie Chen, Zhao Huang, Siyun Wang, Yangdi Huang, Li Zhang, Ruonan Shen, Xiaodi Lv, Wen Xiao, Juxiong Ye, Ziyin Chen, Zhihui Mao, Ren Sun, Canhui Li, Ziping Feng, Shi-Ting Lin, Shaochun Li, Xuehua Therap Adv Gastroenterol Original Research BACKGROUND: While the grading of intestinal fibrosis is closely related to the therapeutic strategy of patients with Crohn’s disease (CD), it has not yet been well resolved. Mesenteric abnormalities are inextricably linked to intestinal fibrosis. OBJECTIVES: We aimed to establish an optimal model for assessing intestinal fibrosis using computed tomography enterography (CTE) and clinical markers. DESIGN: A total of 174 patients with CD between January 2014 and June 2020 were included in this retrospective multicentre study. METHODS: All patients underwent CTE within 3 months prior to surgery. Intestinal fibrosis was pathologically scored as non-mild or moderate-to-severe. Selected imaging of the intestinal walls and mesentery and/or clinical factors were used to develop the diagnostic models. The area under the receiver operating characteristic curve (AUC) analysis was used to evaluate the discrimination performance of the models. A decision curve analysis was performed to evaluate the clinical usefulness of the models. RESULTS: One-, two-, and three-variable models were identified as possible diagnostic models. Model 1 [mesenteric creeping fat index (MCFI)], Model 2 (mesenteric oedema and MCFI), and Model 3 (mesenteric oedema, MCFI, and disease duration) were established. The AUCs of Model 1 in training and test cohorts 1 and 2 were 0.799, 0.859, and 0.693, respectively; Model 2 was 0.851, 0.833, and 0.757, respectively; and Model 3 was 0.832, 0.821, and 0.850, respectively. We did not observe any significant difference in diagnostic performance between the training and total test cohorts in any model (all p > 0.05). The decision curves showed that Model 3 had the highest net clinical benefit in test cohort 2. The nomogram of this optimal model was constructed by considering the favourable and robust performance of Model 3. CONCLUSION: A nomogram integrating mesenteric abnormalities on CTE with a clinical marker was optimal for differentiating between non-mild and moderate-to-severe fibrosis in patients with CD. SAGE Publications 2022-09-06 /pmc/articles/PMC9459497/ /pubmed/36090482 http://dx.doi.org/10.1177/17562848221122504 Text en © The Author(s), 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Meng, Jixin Mao, Yitao Zhou, Jie Chen, Zhao Huang, Siyun Wang, Yangdi Huang, Li Zhang, Ruonan Shen, Xiaodi Lv, Wen Xiao, Juxiong Ye, Ziyin Chen, Zhihui Mao, Ren Sun, Canhui Li, Ziping Feng, Shi-Ting Lin, Shaochun Li, Xuehua Mesenteric abnormalities play an important role in grading intestinal fibrosis in patients with Crohn’s disease: a computed tomography and clinical marker-based nomogram |
title | Mesenteric abnormalities play an important role in grading intestinal
fibrosis in patients with Crohn’s disease: a computed tomography and clinical
marker-based nomogram |
title_full | Mesenteric abnormalities play an important role in grading intestinal
fibrosis in patients with Crohn’s disease: a computed tomography and clinical
marker-based nomogram |
title_fullStr | Mesenteric abnormalities play an important role in grading intestinal
fibrosis in patients with Crohn’s disease: a computed tomography and clinical
marker-based nomogram |
title_full_unstemmed | Mesenteric abnormalities play an important role in grading intestinal
fibrosis in patients with Crohn’s disease: a computed tomography and clinical
marker-based nomogram |
title_short | Mesenteric abnormalities play an important role in grading intestinal
fibrosis in patients with Crohn’s disease: a computed tomography and clinical
marker-based nomogram |
title_sort | mesenteric abnormalities play an important role in grading intestinal
fibrosis in patients with crohn’s disease: a computed tomography and clinical
marker-based nomogram |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459497/ https://www.ncbi.nlm.nih.gov/pubmed/36090482 http://dx.doi.org/10.1177/17562848221122504 |
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