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A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study
BACKGROUND: Pulmonary arterial hypertension is a major cause of death in systemic lupus erythematosus, but there are no tools specialized for predicting survival in systemic lupus erythematosus-associated pulmonary arterial hypertension. RESEARCH QUESTION: To develop a practical model for predicting...
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/PMC10492375/ https://www.ncbi.nlm.nih.gov/pubmed/37689662 http://dx.doi.org/10.1186/s12931-023-02522-2 |
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author | Qu, Jingge Li, Mengtao Zhang, Xiao Zhang, Miaojia Zuo, Xiaoxia Zhu, Ping Ye, Shuang Zhang, Wei Zheng, Yi Qi, Wufang Li, Yang Zhang, Zhuoli Ding, Feng Gu, Jieruo Liu, Yi Qian, Junyan Huang, Can Zhao, Jiuliang Wang, Qian Liu, Yongtai Tian, Zhuang Wang, Yanhong Wei, Wei Zeng, Xiaofeng |
author_facet | Qu, Jingge Li, Mengtao Zhang, Xiao Zhang, Miaojia Zuo, Xiaoxia Zhu, Ping Ye, Shuang Zhang, Wei Zheng, Yi Qi, Wufang Li, Yang Zhang, Zhuoli Ding, Feng Gu, Jieruo Liu, Yi Qian, Junyan Huang, Can Zhao, Jiuliang Wang, Qian Liu, Yongtai Tian, Zhuang Wang, Yanhong Wei, Wei Zeng, Xiaofeng |
author_sort | Qu, Jingge |
collection | PubMed |
description | BACKGROUND: Pulmonary arterial hypertension is a major cause of death in systemic lupus erythematosus, but there are no tools specialized for predicting survival in systemic lupus erythematosus-associated pulmonary arterial hypertension. RESEARCH QUESTION: To develop a practical model for predicting long-term prognosis in patients with systemic lupus erythematosus-associated pulmonary arterial hypertension. METHODS: A prognostic model was developed from a multicenter, longitudinal national cohort of consecutively evaluated patients with systemic lupus erythematosus-associated pulmonary arterial hypertension. The study was conducted between November 2006 and February 2020. All-cause death was defined as the endpoint. Cox regression and least absolute shrinkage and selection operators were used to fit the model. Internal validation of the model was assessed by discrimination and calibration using bootstrapping. RESULTS: Of 310 patients included in the study, 81 (26.1%) died within a median follow-up of 5.94 years (interquartile range 4.67–7.46). The final prognostic model included eight variables: modified World Health Organization functional class, 6-min walking distance, pulmonary vascular resistance, estimated glomerular filtration rate, thrombocytopenia, mild interstitial lung disease, N-terminal pro-brain natriuretic peptide/brain natriuretic peptide level, and direct bilirubin level. A 5-year death probability predictive algorithm was established and validated using the C-index (0.77) and a satisfactory calibration curve. Risk stratification was performed based on the predicted probability to improve clinical decision-making. CONCLUSIONS: This new risk stratification model for systemic lupus erythematosus-associated pulmonary arterial hypertension may provide individualized prognostic probability using readily obtained clinical risk factors. External validation is required to demonstrate the accuracy of this model's predictions in diverse patient populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-023-02522-2. |
format | Online Article Text |
id | pubmed-10492375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104923752023-09-10 A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study Qu, Jingge Li, Mengtao Zhang, Xiao Zhang, Miaojia Zuo, Xiaoxia Zhu, Ping Ye, Shuang Zhang, Wei Zheng, Yi Qi, Wufang Li, Yang Zhang, Zhuoli Ding, Feng Gu, Jieruo Liu, Yi Qian, Junyan Huang, Can Zhao, Jiuliang Wang, Qian Liu, Yongtai Tian, Zhuang Wang, Yanhong Wei, Wei Zeng, Xiaofeng Respir Res Research BACKGROUND: Pulmonary arterial hypertension is a major cause of death in systemic lupus erythematosus, but there are no tools specialized for predicting survival in systemic lupus erythematosus-associated pulmonary arterial hypertension. RESEARCH QUESTION: To develop a practical model for predicting long-term prognosis in patients with systemic lupus erythematosus-associated pulmonary arterial hypertension. METHODS: A prognostic model was developed from a multicenter, longitudinal national cohort of consecutively evaluated patients with systemic lupus erythematosus-associated pulmonary arterial hypertension. The study was conducted between November 2006 and February 2020. All-cause death was defined as the endpoint. Cox regression and least absolute shrinkage and selection operators were used to fit the model. Internal validation of the model was assessed by discrimination and calibration using bootstrapping. RESULTS: Of 310 patients included in the study, 81 (26.1%) died within a median follow-up of 5.94 years (interquartile range 4.67–7.46). The final prognostic model included eight variables: modified World Health Organization functional class, 6-min walking distance, pulmonary vascular resistance, estimated glomerular filtration rate, thrombocytopenia, mild interstitial lung disease, N-terminal pro-brain natriuretic peptide/brain natriuretic peptide level, and direct bilirubin level. A 5-year death probability predictive algorithm was established and validated using the C-index (0.77) and a satisfactory calibration curve. Risk stratification was performed based on the predicted probability to improve clinical decision-making. CONCLUSIONS: This new risk stratification model for systemic lupus erythematosus-associated pulmonary arterial hypertension may provide individualized prognostic probability using readily obtained clinical risk factors. External validation is required to demonstrate the accuracy of this model's predictions in diverse patient populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-023-02522-2. BioMed Central 2023-09-09 2023 /pmc/articles/PMC10492375/ /pubmed/37689662 http://dx.doi.org/10.1186/s12931-023-02522-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 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 Qu, Jingge Li, Mengtao Zhang, Xiao Zhang, Miaojia Zuo, Xiaoxia Zhu, Ping Ye, Shuang Zhang, Wei Zheng, Yi Qi, Wufang Li, Yang Zhang, Zhuoli Ding, Feng Gu, Jieruo Liu, Yi Qian, Junyan Huang, Can Zhao, Jiuliang Wang, Qian Liu, Yongtai Tian, Zhuang Wang, Yanhong Wei, Wei Zeng, Xiaofeng A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study |
title | A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study |
title_full | A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study |
title_fullStr | A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study |
title_full_unstemmed | A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study |
title_short | A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study |
title_sort | prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: cstar-pah cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10492375/ https://www.ncbi.nlm.nih.gov/pubmed/37689662 http://dx.doi.org/10.1186/s12931-023-02522-2 |
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