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

IF 5.5 3区 材料科学 Q2 CHEMISTRY, PHYSICAL ACS Applied Energy Materials Pub Date : 2024-08-08 DOI:10.1183/23120541.00570-2024
Peter M. George, C. Rennison-Jones, Giacomo Benvenuti, Aliki Sifostratoudaki, F. Ottink, W. Bou-Zeid, Roberta Eufrasia Ledda, Roqia Fatmawati, Abul Kadir, Bushra Johari, C. Fernandez, G. Harston, O. Joly, S. Gerry, A. Devaraj
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Abstract

In patients with idiopathic pulmonary fibrosis (IPF), there is a need to identify biomarkers that i) are associated with increased risk of adverse outcome and ii) can be used to monitor treatment response or identify disease progression over time.Two consecutive cohorts of patients with IPF were accessed from the Open Source Imaging Consortium database. Automated 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.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 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.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.
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评估特发性肺纤维化中的 e-Lung 自动定量 CT 生物标记物
在特发性肺纤维化(IPF)患者中,有必要确定以下生物标志物:i)与不良预后风险增加相关;ii)可用于监测治疗反应或确定疾病随时间的进展。研究人员从开源成像联盟数据库中获取了两个连续的 IPF 患者队列,研究了包含纤维化和肺血管特征的疾病严重程度自动 CT 生物标志物(网状血管评分和加权网状血管评分 (WRVS))。分别对 168 名和 176 名 IPF 患者(中位生存期为 2.6 年)进行了测试和验证。在对基线FVC和年龄进行调整后,基线CT时WRVS≥15%的阈值与无移植生存率的关系最为密切(HR 3.00,95% CI 1.47,6.10,p=0.002)。在接受12个月CT和肺功能检查的患者(89人)中,WRVS增加3%(最小临床重要差异)也与生存率降低显著相关,而与FVC无关,并且优于进行性纤维化的目测评估。
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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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