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Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease
Urothelial cancer (UC) is a common kidney cancer in Taiwan and patients with chronic kidney disease (CKD) are more at risk for UC than the general population. The diagnostic value of urine analysis and urine cytology is limited, especially in CKD patients. The aim of the study is to develop a nomogr...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6401318/ https://www.ncbi.nlm.nih.gov/pubmed/30837585 http://dx.doi.org/10.1038/s41598-019-40276-4 |
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author | Chou, Che-Yi Shu, Kuo-Hsiung Chen, Hung-Chun Wang, Ming-Chang Chang, Chia-Chu Hsu, Bang-Gee Chen, Tzen-Wen Chen, Chien-Lung Huang, Chiu-Ching |
author_facet | Chou, Che-Yi Shu, Kuo-Hsiung Chen, Hung-Chun Wang, Ming-Chang Chang, Chia-Chu Hsu, Bang-Gee Chen, Tzen-Wen Chen, Chien-Lung Huang, Chiu-Ching |
author_sort | Chou, Che-Yi |
collection | PubMed |
description | Urothelial cancer (UC) is a common kidney cancer in Taiwan and patients with chronic kidney disease (CKD) are more at risk for UC than the general population. The diagnostic value of urine analysis and urine cytology is limited, especially in CKD patients. The aim of the study is to develop a nomogram to predict the risk of UC in CKD patients. We enrolled 169 UC patients and 1383 CKD patients from 9 hospitals in Taiwan between 2012 and 2015. CA125, HE4, clinical characteristics, and medical history were analyzed using multivariable logistic regression for its association with UC. A nomogram was developed to predict the risk of UC and was validated using Bootstrap. CA125 was associated with UC in CKD patients (OR: 5.91, 95% CI: 3.24–10.77) but HE4 was not (OR: 1.29, 95% CI: 0.67–2.35). A nomogram based on patients’ age, estimated glomerular filtration rate, CA125 (log transformed), smoking, exposure of environmental toxin, use of nonsteroid anti-inflammatory drugs, and use of traditional Chinese medicine was conducted. The AUC of the nomogram was 0.90 (95% CI: 0.86–0.92, p < 0.01). Serum CA125 may identify UC patients from CKD patients but has limited diagnostic value due to low sensitivity. The diagnostic value of serum CA125 level can be improved by the combination with clinical characteristics including age, renal function, and medical history. |
format | Online Article Text |
id | pubmed-6401318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-64013182019-03-08 Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease Chou, Che-Yi Shu, Kuo-Hsiung Chen, Hung-Chun Wang, Ming-Chang Chang, Chia-Chu Hsu, Bang-Gee Chen, Tzen-Wen Chen, Chien-Lung Huang, Chiu-Ching Sci Rep Article Urothelial cancer (UC) is a common kidney cancer in Taiwan and patients with chronic kidney disease (CKD) are more at risk for UC than the general population. The diagnostic value of urine analysis and urine cytology is limited, especially in CKD patients. The aim of the study is to develop a nomogram to predict the risk of UC in CKD patients. We enrolled 169 UC patients and 1383 CKD patients from 9 hospitals in Taiwan between 2012 and 2015. CA125, HE4, clinical characteristics, and medical history were analyzed using multivariable logistic regression for its association with UC. A nomogram was developed to predict the risk of UC and was validated using Bootstrap. CA125 was associated with UC in CKD patients (OR: 5.91, 95% CI: 3.24–10.77) but HE4 was not (OR: 1.29, 95% CI: 0.67–2.35). A nomogram based on patients’ age, estimated glomerular filtration rate, CA125 (log transformed), smoking, exposure of environmental toxin, use of nonsteroid anti-inflammatory drugs, and use of traditional Chinese medicine was conducted. The AUC of the nomogram was 0.90 (95% CI: 0.86–0.92, p < 0.01). Serum CA125 may identify UC patients from CKD patients but has limited diagnostic value due to low sensitivity. The diagnostic value of serum CA125 level can be improved by the combination with clinical characteristics including age, renal function, and medical history. Nature Publishing Group UK 2019-03-05 /pmc/articles/PMC6401318/ /pubmed/30837585 http://dx.doi.org/10.1038/s41598-019-40276-4 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Chou, Che-Yi Shu, Kuo-Hsiung Chen, Hung-Chun Wang, Ming-Chang Chang, Chia-Chu Hsu, Bang-Gee Chen, Tzen-Wen Chen, Chien-Lung Huang, Chiu-Ching Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease |
title | Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease |
title_full | Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease |
title_fullStr | Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease |
title_full_unstemmed | Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease |
title_short | Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease |
title_sort | development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6401318/ https://www.ncbi.nlm.nih.gov/pubmed/30837585 http://dx.doi.org/10.1038/s41598-019-40276-4 |
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