Mortality surrogates in combined pulmonary fibrosis and emphysema

被引:12
作者
Zhao, An [1 ,2 ]
Gudmundsson, Eyjolfur [1 ,2 ]
Mogulkoc, Nesrin [3 ]
van Moorsel, Coline [4 ]
Corte, Tamera J. [5 ]
Vasudev, Pardeep [1 ,2 ]
Romei, Chiara [6 ]
Chapman, Robert [7 ]
Wallis, Tim J. M. [8 ]
Denneny, Emma [9 ]
Goos, Tinne
Savas, Recep [11 ]
Ahmed, Asia [12 ]
Brereton, Christopher J.
Es, Hendrik W. van
Jo, Helen
De Liperi, Annalisa
Duncan, Mark [12 ]
Pontoppidan, Katarina
Sadeleer, Laurens J. De [12 ,13 ]
van Beek, Frouke
Barnett, Joseph [14 ]
Cross, Gary [15 ]
Procter, Alex
Veltkamp, Marcel [16 ]
Hopkins, Peter [17 ]
Moodley, Yuben [18 ,19 ]
Taliani, Alessandro [6 ]
Taylor, Magali [12 ]
Verleden, Stijn [20 ]
Tavanti, Laura [21 ]
Vermant, Marie [10 ]
Nair, Arjun [12 ]
Stewart, Iain [22 ]
Janes, Sam M. [23 ]
Young, Alexandra L. [2 ,24 ]
Barber, David [25 ]
Alexander, Daniel C. [2 ]
Porter, Joanna C.
Wells, Athol U. [26 ,27 ]
Jones, Mark G. [8 ]
Wuyts, Wim A. [9 ,10 ]
Jacob, Joseph [1 ,2 ,12 ]
机构
[1] UCL, Ctr Med Image Comp, Satsuma Lab, London, England
[2] UCL, Ctr Med Image Comp, London, England
[3] Ege Univ Hosp, Dept Resp Med, Izmir, Turkiye
[4] St Antonius Hosp, Interstitial Lung Dis Ctr Excellence, Dept Pulmonol, Nieuwegein, Netherlands
[5] Royal Prince Alfred Hosp, Dept Resp Med, Sydney, NSW, Australia
[6] Pisa Univ Hosp, Dept Radiol, Pisa, Italy
[7] Univ Coll London Hosp NHS Fdn Trust, Dept Resp Med, Interstitial Lung Dis Serv, London, England
[8] Univ Southampton, NIHR Southampton Biomed Res Ctr & Clin & Expt Sci, Southampton, England
[9] Katholieke Univ Leuven, Dept Chron Dis & Metab, BREATHE, Leuven, Belgium
[10] Univ Hosp Leuven, Dept Resp Dis, Leuven, Belgium
[11] Ege Univ Hosp, Dept Radiol, Izmir, Turkiye
[12] Univ Coll London Hosp NHS Fdn Trust, Dept Radiol, London, England
[13] Inst Lung Hlth & Immun LHI, Comprehens Pneumol Ctr CPC, Munich, Germany
[14] Royal Free London NHS Fdn Trust, Dept Radiol, London, England
[15] Royal United Hosp Bath NhS Fdn Trust, Dept Radiol, Bath, England
[16] Univ Med Ctr Utrecht, Div Heart & Lungs, Utrecht, Netherlands
[17] Prince Charles Hosp, Queensland Ctr Pulm Transplantat & Vasc Dis, Chermside, Australia
[18] Univ Western Australia, Sch Med & Pharmacol, Perth, WA, Australia
[19] Fiona Stanley Hosp, Perth, Australia
[20] Univ Antwerp, Fac Med & Hlth Sci, Antwerp Surg Training Anat & Res Ctr ASTARC, Dept Urol, Edegem, Belgium
[21] Pisa Univ Hosp, Cardiovasc & Thorac Dept, Pisa, Italy
[22] Imperial Coll London, Natl Heart & Lung Inst, London, England
[23] UCL, Lungs Living Res Ctr, London, England
[24] Kings Coll London, Dept Neuroimaging, Inst Psychiat Psychol & Neurosci, London, England
[25] UCL, Ctr Artificial Intelligence, London, England
[26] Royal Brompton Hosp, Dept Resp Med, London, England
[27] Imperial Coll London, London, England
基金
英国惠康基金; 英国工程与自然科学研究理事会;
关键词
SURVIVAL;
D O I
10.1183/13993003.00127-2023
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background: Idiopathic pulmonary fibrosis (IPF) with coexistent emphysema, termed combined pulmonary fibrosis and emphysema (CPFE) may associate with reduced forced vital capacity (FVC) declines compared to non-CPFE IPF patients. We examined associations between mortality and functional measures of disease progression in two IPF cohorts. Methods: Visual emphysema presence (>0% emphysema) scored on computed tomography identified CPFE patients (CPFE/non-CPFE: derivation cohort n=317/n=183, replication cohort n=358/n=152), who were subgrouped using 10% or 15% visual emphysema thresholds, and an unsupervised machine-learning model considering emphysema and interstitial lung disease extents. Baseline characteristics, 1-year relative FVC and diffusing capacity of the lung for carbon monoxide (D (LCO)) decline (linear mixed-effects models), and their associations with mortality (multivariable Cox regression models) were compared across non-CPFE and CPFE subgroups. Results: In both IPF cohorts, CPFE patients with >= 10% emphysema had a greater smoking history and lower baseline D (LCO) compared to CPFE patients with <10% emphysema. Using multivariable Cox regression analyses in patients with >= 10% emphysema, 1-year D (LCO) decline showed stronger mortality associations than 1-year FVC decline. Results were maintained in patients suitable for therapeutic IPF trials and in subjects subgrouped by >= 15% emphysema and using unsupervised machine learning. Importantly, the unsupervised machine-learning approach identified CPFE patients in whom FVC decline did not associate strongly with mortality. In non-CPFE IPF patients, 1-year FVC declines >= 5% and >= 10% showed strong mortality associations. Conclusion: When assessing disease progression in IPF, D (LCO) decline should be considered in patients with >= 10% emphysema and a >= 5% 1-year relative FVC decline threshold considered in non-CPFE IPF patients.
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页数:14
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