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New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis
Acute exacerbation of idiopathic pulmonary fibrosis (AE-IPF) is often fatal. A straightforward staging system for AE-IPF would improve prognostication, guide patient management, and facilitate research. The aim of study is to develop a multidimensional prognostic AE-IPF staging system that uses comm...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8783000/ https://www.ncbi.nlm.nih.gov/pubmed/35064161 http://dx.doi.org/10.1038/s41598-022-05138-6 |
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author | Sakamoto, Susumu Shimizu, Hiroshige Isshiki, Takuma Nakamura, Yasuhiko Usui, Yusuke Kurosaki, Atsuko isobe, Kazutoshi Takai, Yujiro Homma, Sakae |
author_facet | Sakamoto, Susumu Shimizu, Hiroshige Isshiki, Takuma Nakamura, Yasuhiko Usui, Yusuke Kurosaki, Atsuko isobe, Kazutoshi Takai, Yujiro Homma, Sakae |
author_sort | Sakamoto, Susumu |
collection | PubMed |
description | Acute exacerbation of idiopathic pulmonary fibrosis (AE-IPF) is often fatal. A straightforward staging system for AE-IPF would improve prognostication, guide patient management, and facilitate research. The aim of study is to develop a multidimensional prognostic AE-IPF staging system that uses commonly measured clinical variables. This retrospective study analyzed data from 353 consecutive patients with IPF admitted to our hospital during the period from January 2008 through January 2018. Multivariate analysis of information from a database of 103 recorded AE-IPF cases was used to identify factors associated with 3-month mortality. A clinical prediction model for AE-IPF was developed by using these retrospective data. Receiver operating characteristic (ROC) analysis was used to evaluate the diagnostic performance of this model. Logistic regression analysis showed that PaO(2)/FiO(2) ratio, diffuse HRCT pattern, and serum C-reactive protein (CRP) were significantly associated with 3-month mortality; thus, PaO(2)/FiO(2) ratio < 250 (P), CRP ≥ 5.5 (C), and diffuse HRCT pattern (radiological) (R) were included in the final model. A model using continuous predictors and a simple point-scoring system (PCR index) was developed. For the PCR index, the area under the ROC curve was 0.7686 (P < 0.0001). The sensitivity of the scoring system was 78.6% and specificity was 67.8%. The PCR index identified four severity grades (0, 1, 2, and 3), which were associated with a 3-month mortality of 7.7%, 29.4%, 54.8%, and 80%, respectively. The present PCR models using commonly measured clinical and radiologic variables predicted 3-month mortality in patients with AE-IPF. |
format | Online Article Text |
id | pubmed-8783000 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87830002022-01-25 New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis Sakamoto, Susumu Shimizu, Hiroshige Isshiki, Takuma Nakamura, Yasuhiko Usui, Yusuke Kurosaki, Atsuko isobe, Kazutoshi Takai, Yujiro Homma, Sakae Sci Rep Article Acute exacerbation of idiopathic pulmonary fibrosis (AE-IPF) is often fatal. A straightforward staging system for AE-IPF would improve prognostication, guide patient management, and facilitate research. The aim of study is to develop a multidimensional prognostic AE-IPF staging system that uses commonly measured clinical variables. This retrospective study analyzed data from 353 consecutive patients with IPF admitted to our hospital during the period from January 2008 through January 2018. Multivariate analysis of information from a database of 103 recorded AE-IPF cases was used to identify factors associated with 3-month mortality. A clinical prediction model for AE-IPF was developed by using these retrospective data. Receiver operating characteristic (ROC) analysis was used to evaluate the diagnostic performance of this model. Logistic regression analysis showed that PaO(2)/FiO(2) ratio, diffuse HRCT pattern, and serum C-reactive protein (CRP) were significantly associated with 3-month mortality; thus, PaO(2)/FiO(2) ratio < 250 (P), CRP ≥ 5.5 (C), and diffuse HRCT pattern (radiological) (R) were included in the final model. A model using continuous predictors and a simple point-scoring system (PCR index) was developed. For the PCR index, the area under the ROC curve was 0.7686 (P < 0.0001). The sensitivity of the scoring system was 78.6% and specificity was 67.8%. The PCR index identified four severity grades (0, 1, 2, and 3), which were associated with a 3-month mortality of 7.7%, 29.4%, 54.8%, and 80%, respectively. The present PCR models using commonly measured clinical and radiologic variables predicted 3-month mortality in patients with AE-IPF. Nature Publishing Group UK 2022-01-21 /pmc/articles/PMC8783000/ /pubmed/35064161 http://dx.doi.org/10.1038/s41598-022-05138-6 Text en © The Author(s) 2022 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/) . |
spellingShingle | Article Sakamoto, Susumu Shimizu, Hiroshige Isshiki, Takuma Nakamura, Yasuhiko Usui, Yusuke Kurosaki, Atsuko isobe, Kazutoshi Takai, Yujiro Homma, Sakae New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis |
title | New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis |
title_full | New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis |
title_fullStr | New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis |
title_full_unstemmed | New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis |
title_short | New risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis |
title_sort | new risk scoring system for predicting 3-month mortality after acute exacerbation of idiopathic pulmonary fibrosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8783000/ https://www.ncbi.nlm.nih.gov/pubmed/35064161 http://dx.doi.org/10.1038/s41598-022-05138-6 |
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