Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis

Background In patients with idiopathic pulmonary fibrosis (IPF) there is a need to identify biomarkers that 1) are associated with increased risk of adverse outcome and 2) can be used to monitor treatment response or identify disease progression over time. Methods Two consecutive cohorts of patients...

Full description

Bibliographic Details
Published in:ERJ OPEN RESEARCH
Main Authors: George, Peter M.; Rennison-Jones, Christian; Benvenuti, Giacomo; Sifostratoudaki, Aliki; Ottink, Finja A.; Bou-Zeid, Wassim; Ledda, Roberta E.; Kadir, Roqia F. Abul; Johari, Bushra; Fernandez, Claire; Harston, George W. J.; Joly, Olivier; Gerry, Stephen; Devaraj, Anand
Format: Article
Language:English
Published: EUROPEAN RESPIRATORY SOC JOURNALS LTD 2024
Subjects:
Online Access:https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001390389900024
author George
Peter M.; Rennison-Jones
Christian; Benvenuti
Giacomo; Sifostratoudaki
Aliki; Ottink
Finja A.; Bou-Zeid
Wassim; Ledda
Roberta E.; Kadir
Roqia F. Abul; Johari
Bushra; Fernandez
Claire; Harston
George W. J.; Joly
Olivier; Gerry
Stephen; Devaraj
Anand
spellingShingle George
Peter M.; Rennison-Jones
Christian; Benvenuti
Giacomo; Sifostratoudaki
Aliki; Ottink
Finja A.; Bou-Zeid
Wassim; Ledda
Roberta E.; Kadir
Roqia F. Abul; Johari
Bushra; Fernandez
Claire; Harston
George W. J.; Joly
Olivier; Gerry
Stephen; Devaraj
Anand
Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
Respiratory System
author_facet George
Peter M.; Rennison-Jones
Christian; Benvenuti
Giacomo; Sifostratoudaki
Aliki; Ottink
Finja A.; Bou-Zeid
Wassim; Ledda
Roberta E.; Kadir
Roqia F. Abul; Johari
Bushra; Fernandez
Claire; Harston
George W. J.; Joly
Olivier; Gerry
Stephen; Devaraj
Anand
author_sort George
spelling George, Peter M.; Rennison-Jones, Christian; Benvenuti, Giacomo; Sifostratoudaki, Aliki; Ottink, Finja A.; Bou-Zeid, Wassim; Ledda, Roberta E.; Kadir, Roqia F. Abul; Johari, Bushra; Fernandez, Claire; Harston, George W. J.; Joly, Olivier; Gerry, Stephen; Devaraj, Anand
Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
ERJ OPEN RESEARCH
English
Article
Background In patients with idiopathic pulmonary fibrosis (IPF) there is a need to identify biomarkers that 1) are associated with increased risk of adverse outcome and 2) can be used to monitor treatment response or identify disease progression over time. Methods Two consecutive cohorts of patients with IPF were accessed from the Open Source Imaging Consortium database. Automated computed tomography (CT) biomarkers of disease severity incorporating fibrotic and pulmonary vascular features (the reticulovascular score and weighted reticulovascular score (WRVS)) were studied. Relationships between imaging biomarkers, lung function and survival were analysed. Results In separate test and validation cohorts, 168 and 176 patients with IPF respectively (median survival 2.6 years) were studied. A threshold of WRVS >= 15% at baseline CT was most strongly associated with transplant-free survival (HR 3.00, 95% CI 1.47-6.10, p=0.002) when adjusted for baseline forced vital capacity (FVC) and age. In patients with 12-month follow-up CT and lung function tests (n=89) an increase in 3% of WRVS (the minimal clinically important difference) was also significantly associated with reduced survival independent of FVC, and outperformed visual evaluation of progressive fibrosis. Conclusions WRVS is an automated CT biomarker which can identify patients with IPF at increased risk of progression and is able to reliably capture disease progression over time.
EUROPEAN RESPIRATORY SOC JOURNALS LTD

2312-0541
2024
10
6
10.1183/23120541.00570-2024
Respiratory System
gold, Green Accepted
WOS:001390389900024
https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001390389900024
title Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
title_short Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
title_full Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
title_fullStr Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
title_full_unstemmed Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
title_sort Evaluation of e-Lung automated quantitative computed tomography biomarkers in idiopathic pulmonary fibrosis
container_title ERJ OPEN RESEARCH
language English
format Article
description Background In patients with idiopathic pulmonary fibrosis (IPF) there is a need to identify biomarkers that 1) are associated with increased risk of adverse outcome and 2) can be used to monitor treatment response or identify disease progression over time. Methods Two consecutive cohorts of patients with IPF were accessed from the Open Source Imaging Consortium database. Automated computed tomography (CT) biomarkers of disease severity incorporating fibrotic and pulmonary vascular features (the reticulovascular score and weighted reticulovascular score (WRVS)) were studied. Relationships between imaging biomarkers, lung function and survival were analysed. Results In separate test and validation cohorts, 168 and 176 patients with IPF respectively (median survival 2.6 years) were studied. A threshold of WRVS >= 15% at baseline CT was most strongly associated with transplant-free survival (HR 3.00, 95% CI 1.47-6.10, p=0.002) when adjusted for baseline forced vital capacity (FVC) and age. In patients with 12-month follow-up CT and lung function tests (n=89) an increase in 3% of WRVS (the minimal clinically important difference) was also significantly associated with reduced survival independent of FVC, and outperformed visual evaluation of progressive fibrosis. Conclusions WRVS is an automated CT biomarker which can identify patients with IPF at increased risk of progression and is able to reliably capture disease progression over time.
publisher EUROPEAN RESPIRATORY SOC JOURNALS LTD
issn
2312-0541
publishDate 2024
container_volume 10
container_issue 6
doi_str_mv 10.1183/23120541.00570-2024
topic Respiratory System
topic_facet Respiratory System
accesstype gold, Green Accepted
id WOS:001390389900024
url https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001390389900024
record_format wos
collection Web of Science (WoS)
_version_ 1823296088842436608