Cargando…
A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1
PURPOSE: This study aimed to combine plasma netrin-1 and clinical parameters to construct a diagnostic model for bladder pain syndrome/interstitial cystitis (BPS/IC). METHODS: We analyzed the independent diagnostic value of netrin-1 and the correlation with clinical symptom scores of BPS/IC. Clinica...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8831275/ https://www.ncbi.nlm.nih.gov/pubmed/34897588 http://dx.doi.org/10.1007/s11255-021-03084-2 |
_version_ | 1784648470405054464 |
---|---|
author | Ang, Xiaojie Jiang, Yufeng Cai, Zongqiang Zhou, Qi Li, Miao Zhang, Bin Chen, Weiguo Chen, Li-Hua Zhang, Xi |
author_facet | Ang, Xiaojie Jiang, Yufeng Cai, Zongqiang Zhou, Qi Li, Miao Zhang, Bin Chen, Weiguo Chen, Li-Hua Zhang, Xi |
author_sort | Ang, Xiaojie |
collection | PubMed |
description | PURPOSE: This study aimed to combine plasma netrin-1 and clinical parameters to construct a diagnostic model for bladder pain syndrome/interstitial cystitis (BPS/IC). METHODS: We analyzed the independent diagnostic value of netrin-1 and the correlation with clinical symptom scores of BPS/IC. Clinical parameters were selected using LASSO regression, and a multivariate logistic regression model based on netrin-1 was established, and then a nomogram of BPS/IC prevalence was constructed. The nomogram was evaluated using calibration curves, the C-index, and decision curve analysis (DCA). Finally, the model was validated using an internal validation method. RESULTS: The area under the curve for the ability of netrin-1 to independently predict BPS/IC diagnosis was 0.858 (p < 0.001), with a sensitivity of 85% and specificity of 82%. The predicted nomogram included three variables: age, CD3 + /CD4 + T lymphocyte ratio, and netrin-1. The C-index of this nomogram was 0.882, and the predicted values were highly consistent with the actual results in the calibration curve. In addition, the internally validated C-index of 0.870 confirms the high reliability of the model. DCA results show that the net patient benefit of the netrin-1 combined with other clinical parameters was higher than that of the single netrin-1 model. CONCLUSION: Netrin-1 can be used as a diagnostic marker for BPS/IC and is associated with pain. The nomogram constructed by combining netrin-1 and clinical parameters was able to predict BPS/IC with great accuracy. In addition, Netrin-1 may also serve as a novel therapeutic target for BPS/IC. |
format | Online Article Text |
id | pubmed-8831275 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-88312752022-02-23 A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 Ang, Xiaojie Jiang, Yufeng Cai, Zongqiang Zhou, Qi Li, Miao Zhang, Bin Chen, Weiguo Chen, Li-Hua Zhang, Xi Int Urol Nephrol Urology - Original Paper PURPOSE: This study aimed to combine plasma netrin-1 and clinical parameters to construct a diagnostic model for bladder pain syndrome/interstitial cystitis (BPS/IC). METHODS: We analyzed the independent diagnostic value of netrin-1 and the correlation with clinical symptom scores of BPS/IC. Clinical parameters were selected using LASSO regression, and a multivariate logistic regression model based on netrin-1 was established, and then a nomogram of BPS/IC prevalence was constructed. The nomogram was evaluated using calibration curves, the C-index, and decision curve analysis (DCA). Finally, the model was validated using an internal validation method. RESULTS: The area under the curve for the ability of netrin-1 to independently predict BPS/IC diagnosis was 0.858 (p < 0.001), with a sensitivity of 85% and specificity of 82%. The predicted nomogram included three variables: age, CD3 + /CD4 + T lymphocyte ratio, and netrin-1. The C-index of this nomogram was 0.882, and the predicted values were highly consistent with the actual results in the calibration curve. In addition, the internally validated C-index of 0.870 confirms the high reliability of the model. DCA results show that the net patient benefit of the netrin-1 combined with other clinical parameters was higher than that of the single netrin-1 model. CONCLUSION: Netrin-1 can be used as a diagnostic marker for BPS/IC and is associated with pain. The nomogram constructed by combining netrin-1 and clinical parameters was able to predict BPS/IC with great accuracy. In addition, Netrin-1 may also serve as a novel therapeutic target for BPS/IC. Springer Netherlands 2021-12-13 2022 /pmc/articles/PMC8831275/ /pubmed/34897588 http://dx.doi.org/10.1007/s11255-021-03084-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Urology - Original Paper Ang, Xiaojie Jiang, Yufeng Cai, Zongqiang Zhou, Qi Li, Miao Zhang, Bin Chen, Weiguo Chen, Li-Hua Zhang, Xi A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 |
title | A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 |
title_full | A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 |
title_fullStr | A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 |
title_full_unstemmed | A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 |
title_short | A nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 |
title_sort | nomogram for bladder pain syndrome/interstitial cystitis based on netrin-1 |
topic | Urology - Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8831275/ https://www.ncbi.nlm.nih.gov/pubmed/34897588 http://dx.doi.org/10.1007/s11255-021-03084-2 |
work_keys_str_mv | AT angxiaojie anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT jiangyufeng anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT caizongqiang anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT zhouqi anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT limiao anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT zhangbin anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT chenweiguo anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT chenlihua anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT zhangxi anomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT angxiaojie nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT jiangyufeng nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT caizongqiang nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT zhouqi nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT limiao nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT zhangbin nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT chenweiguo nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT chenlihua nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 AT zhangxi nomogramforbladderpainsyndromeinterstitialcystitisbasedonnetrin1 |