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A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis
BACKGROUND: The renal risk score (RRS) is a useful tool to predict end-stage renal disease (ESRD) in patients with antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV). The current study aimed to validate the predictive performance of RRS and to further modify this model in Chinese...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909876/ https://www.ncbi.nlm.nih.gov/pubmed/36755282 http://dx.doi.org/10.1186/s12916-023-02755-4 |
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author | Wang, Rui-Xue Wang, Jin-Wei Li, Zhi-Ying Chen, Su-Fang Yu, Xiao-Juan Wang, Su-Xia Zhang, Fan Xiong, Zu-Ying Bi, Shu-Hong Wang, Yue Zhao, Ming-Hui Chen, Min |
author_facet | Wang, Rui-Xue Wang, Jin-Wei Li, Zhi-Ying Chen, Su-Fang Yu, Xiao-Juan Wang, Su-Xia Zhang, Fan Xiong, Zu-Ying Bi, Shu-Hong Wang, Yue Zhao, Ming-Hui Chen, Min |
author_sort | Wang, Rui-Xue |
collection | PubMed |
description | BACKGROUND: The renal risk score (RRS) is a useful tool to predict end-stage renal disease (ESRD) in patients with antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV). The current study aimed to validate the predictive performance of RRS and to further modify this model in Chinese AAV patients. METHODS: Two hundred and seventy-two patients diagnosed with AAV confirmed by renal biopsies were retrospectively enrolled from a single center. The RRS was calculated based on 3 categorical variables, i.e., the proportion of normal glomeruli, the proportion of interstitial fibrosis and tubular atrophy (IF/TA), and eGFR at biopsy, classifying these patients into low-, medium-, and high-risk groups. In addition, a modified model was developed based on the RRS and was further validated in another independent cohort of 117 AAV patients. The predictive performance of each model was evaluated according to discrimination and calibration. RESULTS: Patients were classified by the RRS into low- (26.5%), medium- (46.7%), and high-risk (26.8%) groups, with 120-month renal survival rates of 93.3%, 57.2%, and 18.4%, respectively (P < 0.001). The RRS showed good discrimination but less satisfactory calibration. Therefore, a modified model with improved discrimination and calibration was developed in Chinese AAV patients, with eGFR, proportion of normal glomeruli (both as continuous variables), and IF/TA (< 25%, 25–50%, > 50%) included. Internal and external validation of the modified model were performed. Finally, an online risk prediction tool was developed based on the modified model. CONCLUSIONS: The RRS was an independent predictor of ESRD of AAV patients. The modified model could predict the probability of ESRD for AAV patients with improved performance in Chinese AAV patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02755-4. |
format | Online Article Text |
id | pubmed-9909876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99098762023-02-10 A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis Wang, Rui-Xue Wang, Jin-Wei Li, Zhi-Ying Chen, Su-Fang Yu, Xiao-Juan Wang, Su-Xia Zhang, Fan Xiong, Zu-Ying Bi, Shu-Hong Wang, Yue Zhao, Ming-Hui Chen, Min BMC Med Research Article BACKGROUND: The renal risk score (RRS) is a useful tool to predict end-stage renal disease (ESRD) in patients with antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV). The current study aimed to validate the predictive performance of RRS and to further modify this model in Chinese AAV patients. METHODS: Two hundred and seventy-two patients diagnosed with AAV confirmed by renal biopsies were retrospectively enrolled from a single center. The RRS was calculated based on 3 categorical variables, i.e., the proportion of normal glomeruli, the proportion of interstitial fibrosis and tubular atrophy (IF/TA), and eGFR at biopsy, classifying these patients into low-, medium-, and high-risk groups. In addition, a modified model was developed based on the RRS and was further validated in another independent cohort of 117 AAV patients. The predictive performance of each model was evaluated according to discrimination and calibration. RESULTS: Patients were classified by the RRS into low- (26.5%), medium- (46.7%), and high-risk (26.8%) groups, with 120-month renal survival rates of 93.3%, 57.2%, and 18.4%, respectively (P < 0.001). The RRS showed good discrimination but less satisfactory calibration. Therefore, a modified model with improved discrimination and calibration was developed in Chinese AAV patients, with eGFR, proportion of normal glomeruli (both as continuous variables), and IF/TA (< 25%, 25–50%, > 50%) included. Internal and external validation of the modified model were performed. Finally, an online risk prediction tool was developed based on the modified model. CONCLUSIONS: The RRS was an independent predictor of ESRD of AAV patients. The modified model could predict the probability of ESRD for AAV patients with improved performance in Chinese AAV patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02755-4. BioMed Central 2023-02-08 /pmc/articles/PMC9909876/ /pubmed/36755282 http://dx.doi.org/10.1186/s12916-023-02755-4 Text en © The Author(s) 2023 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Wang, Rui-Xue Wang, Jin-Wei Li, Zhi-Ying Chen, Su-Fang Yu, Xiao-Juan Wang, Su-Xia Zhang, Fan Xiong, Zu-Ying Bi, Shu-Hong Wang, Yue Zhao, Ming-Hui Chen, Min A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis |
title | A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis |
title_full | A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis |
title_fullStr | A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis |
title_full_unstemmed | A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis |
title_short | A modified renal risk score for Chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis |
title_sort | modified renal risk score for chinese patients with antineutrophil cytoplasmic antibody-associated vasculitis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909876/ https://www.ncbi.nlm.nih.gov/pubmed/36755282 http://dx.doi.org/10.1186/s12916-023-02755-4 |
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