Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sakamoto, Susumu, Shimizu, Hiroshige, Isshiki, Takuma, Nakamura, Yasuhiko, Usui, Yusuke, Kurosaki, Atsuko, isobe, Kazutoshi, Takai, Yujiro, Homma, Sakae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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
_version_ 1784638427597111296
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
work_keys_str_mv AT sakamotosusumu newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT shimizuhiroshige newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT isshikitakuma newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT nakamurayasuhiko newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT usuiyusuke newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT kurosakiatsuko newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT isobekazutoshi newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT takaiyujiro newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis
AT hommasakae newriskscoringsystemforpredicting3monthmortalityafteracuteexacerbationofidiopathicpulmonaryfibrosis