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Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study
Acute exacerbation (AE) in idiopathic pulmonary fibrosis (IPF) is a major prognostic determinant. However, evidence for its prognostic strength is mainly based on the results of small cohort studies with statistical limitations. This retrospective study, which included 108 patients with a first epis...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079397/ https://www.ncbi.nlm.nih.gov/pubmed/33907284 http://dx.doi.org/10.1038/s41598-021-88718-2 |
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author | Suzuki, Takahito Hozumi, Hironao Miyashita, Koichi Kono, Masato Suzuki, Yuzo Karayama, Masato Furuhashi, Kazuki Hasegawa, Hirotsugu Fujisawa, Tomoyuki Enomoto, Noriyuki Nakamura, Yutaro Inui, Naoki Yokomura, Koshi Nakamura, Hidenori Suda, Takafumi |
author_facet | Suzuki, Takahito Hozumi, Hironao Miyashita, Koichi Kono, Masato Suzuki, Yuzo Karayama, Masato Furuhashi, Kazuki Hasegawa, Hirotsugu Fujisawa, Tomoyuki Enomoto, Noriyuki Nakamura, Yutaro Inui, Naoki Yokomura, Koshi Nakamura, Hidenori Suda, Takafumi |
author_sort | Suzuki, Takahito |
collection | PubMed |
description | Acute exacerbation (AE) in idiopathic pulmonary fibrosis (IPF) is a major prognostic determinant. However, evidence for its prognostic strength is mainly based on the results of small cohort studies with statistical limitations. This retrospective study, which included 108 patients with a first episode of AE-IPF, aimed to identify prognostic factors and to develop prognostic classification models. Multivariate Cox regression analysis revealed that a lower percent-predicted forced vital capacity within 12 months before AE onset (baseline %FVC) and a lower PaO(2)/FiO(2) ratio at AE onset were independent mortality predictors. If the value of each predictor was lower than the cutoff determined by receiver-operating characteristic analysis, 1 point was assigned. Classification of patients into mild, moderate, and severe groups based on total score showed post-AE 90-day cumulative survival rates of 83.3%, 66.2%, and 22.2%, respectively (model 1: C-index 0.702). Moreover, a decision tree-based model was created with the recursive partitioning method using baseline %FVC and PaO(2)/FiO(2) ratio at AE onset from among multivariable; accordingly, patients were classified into 3 groups with post-AE 90-day cumulative survival rates of 84.1%, 64.3%, and 24.0%, respectively (model 2: C-index 0.735). These models can guide clinicians in determining therapeutic strategies and help design future studies on AE-IPF. |
format | Online Article Text |
id | pubmed-8079397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80793972021-04-28 Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study Suzuki, Takahito Hozumi, Hironao Miyashita, Koichi Kono, Masato Suzuki, Yuzo Karayama, Masato Furuhashi, Kazuki Hasegawa, Hirotsugu Fujisawa, Tomoyuki Enomoto, Noriyuki Nakamura, Yutaro Inui, Naoki Yokomura, Koshi Nakamura, Hidenori Suda, Takafumi Sci Rep Article Acute exacerbation (AE) in idiopathic pulmonary fibrosis (IPF) is a major prognostic determinant. However, evidence for its prognostic strength is mainly based on the results of small cohort studies with statistical limitations. This retrospective study, which included 108 patients with a first episode of AE-IPF, aimed to identify prognostic factors and to develop prognostic classification models. Multivariate Cox regression analysis revealed that a lower percent-predicted forced vital capacity within 12 months before AE onset (baseline %FVC) and a lower PaO(2)/FiO(2) ratio at AE onset were independent mortality predictors. If the value of each predictor was lower than the cutoff determined by receiver-operating characteristic analysis, 1 point was assigned. Classification of patients into mild, moderate, and severe groups based on total score showed post-AE 90-day cumulative survival rates of 83.3%, 66.2%, and 22.2%, respectively (model 1: C-index 0.702). Moreover, a decision tree-based model was created with the recursive partitioning method using baseline %FVC and PaO(2)/FiO(2) ratio at AE onset from among multivariable; accordingly, patients were classified into 3 groups with post-AE 90-day cumulative survival rates of 84.1%, 64.3%, and 24.0%, respectively (model 2: C-index 0.735). These models can guide clinicians in determining therapeutic strategies and help design future studies on AE-IPF. Nature Publishing Group UK 2021-04-27 /pmc/articles/PMC8079397/ /pubmed/33907284 http://dx.doi.org/10.1038/s41598-021-88718-2 Text en © The Author(s) 2021 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 Suzuki, Takahito Hozumi, Hironao Miyashita, Koichi Kono, Masato Suzuki, Yuzo Karayama, Masato Furuhashi, Kazuki Hasegawa, Hirotsugu Fujisawa, Tomoyuki Enomoto, Noriyuki Nakamura, Yutaro Inui, Naoki Yokomura, Koshi Nakamura, Hidenori Suda, Takafumi Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study |
title | Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study |
title_full | Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study |
title_fullStr | Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study |
title_full_unstemmed | Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study |
title_short | Prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study |
title_sort | prognostic classification in acute exacerbation of idiopathic pulmonary fibrosis: a multicentre retrospective cohort study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079397/ https://www.ncbi.nlm.nih.gov/pubmed/33907284 http://dx.doi.org/10.1038/s41598-021-88718-2 |
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