BACKGROUND: Lung cancer screening CT scans might provide valuable information about air trapping as an early indicator of smoking-related lung disease. We studied which of the currently suggested measures is most suitable for detecting functionally relevant air trapping on low-dose computed tomography (CT) in a population of subjects with early-stage disease. METHODS: This study was ethically approved and informed consent was obtained. Three quantitative CT air trapping measures were compared against a functional reference standard in 427 male lung cancer screening participants. This reference standard for air trapping was derived from the residual volume over total lung capacity ratio (RV/TLC) beyond the 95th percentile of predicted. The following CT air trapping measures were compared: expiratory to inspiratory relative volume change of voxels with attenuation values between -860 and -950 Hounsfield Units (RVC(-860 to -950)), expiratory to inspiratory ratio of mean lung density (E/I-ratio(MLD)) and percentage of voxels below -856 HU in expiration (EXP(-856)). Receiver operating characteristic (ROC) analysis was performed and area under the ROC curve compared. RESULTS: Functionally relevant air trapping was present in 38 (8.9 %) participants. E/I-ratio(MLD) showed the largest area under the curve (0.85, 95 % CI 0.813-0.883), which was significantly larger than RVC(-860 to -950) (0.703, 0.657-0.746; p < 0.001) and EXP(-856) (0.798, 0.757-0.835; p = 0.002). At the optimum for sensitivity and specificity, E/I-ratio(MLD) yielded an accuracy of 81.5 %. CONCLUSIONS: The expiratory to inspiratory ratio of mean lung density (E/I-ratio(MLD)) is most suitable for detecting air trapping on low-dose screening CT and performs significantly better than other suggested quantitative measures.
BACKGROUND:Lung cancer screening CT scans might provide valuable information about air trapping as an early indicator of smoking-related lung disease. We studied which of the currently suggested measures is most suitable for detecting functionally relevant air trapping on low-dose computed tomography (CT) in a population of subjects with early-stage disease. METHODS: This study was ethically approved and informed consent was obtained. Three quantitative CT air trapping measures were compared against a functional reference standard in 427 male lung cancer screening participants. This reference standard for air trapping was derived from the residual volume over total lung capacity ratio (RV/TLC) beyond the 95th percentile of predicted. The following CT air trapping measures were compared: expiratory to inspiratory relative volume change of voxels with attenuation values between -860 and -950 Hounsfield Units (RVC(-860 to -950)), expiratory to inspiratory ratio of mean lung density (E/I-ratio(MLD)) and percentage of voxels below -856 HU in expiration (EXP(-856)). Receiver operating characteristic (ROC) analysis was performed and area under the ROC curve compared. RESULTS: Functionally relevant air trapping was present in 38 (8.9 %) participants. E/I-ratio(MLD) showed the largest area under the curve (0.85, 95 % CI 0.813-0.883), which was significantly larger than RVC(-860 to -950) (0.703, 0.657-0.746; p < 0.001) and EXP(-856) (0.798, 0.757-0.835; p = 0.002). At the optimum for sensitivity and specificity, E/I-ratio(MLD) yielded an accuracy of 81.5 %. CONCLUSIONS: The expiratory to inspiratory ratio of mean lung density (E/I-ratio(MLD)) is most suitable for detecting air trapping on low-dose screening CT and performs significantly better than other suggested quantitative measures.
Authors: H O Coxson; R M Rogers; K P Whittall; Y D'yachkova; P D Paré; F C Sciurba; J C Hogg Journal: Am J Respir Crit Care Med Date: 1999-03 Impact factor: 21.405
Authors: MeiLan K Han; Alvar Agusti; Peter M Calverley; Bartolome R Celli; Gerard Criner; Jeffrey L Curtis; Leonardo M Fabbri; Jonathan G Goldin; Paul W Jones; William Macnee; Barry J Make; Klaus F Rabe; Stephen I Rennard; Frank C Sciurba; Edwin K Silverman; Jørgen Vestbo; George R Washko; Emiel F M Wouters; Fernando J Martinez Journal: Am J Respir Crit Care Med Date: 2010-06-03 Impact factor: 21.405
Authors: John E McDonough; Ren Yuan; Masaru Suzuki; Nazgol Seyednejad; W Mark Elliott; Pablo G Sanchez; Alexander C Wright; Warren B Gefter; Leslie Litzky; Harvey O Coxson; Peter D Paré; Don D Sin; Richard A Pierce; Jason C Woods; Annette M McWilliams; John R Mayo; Stephen C Lam; Joel D Cooper; James C Hogg Journal: N Engl J Med Date: 2011-10-27 Impact factor: 91.245
Authors: R A O'Donnell; C Peebles; J A Ward; A Daraker; G Angco; P Broberg; S Pierrou; J Lund; S T Holgate; D E Davies; D J Delany; S J Wilson; R Djukanovic Journal: Thorax Date: 2004-10 Impact factor: 9.139
Authors: Tsuneo Yamashiro; Shin Matsuoka; Brian J Bartholmai; Raúl San José Estépar; James C Ross; Alejandro Diaz; Sadayuki Murayama; Edwin K Silverman; Hiroto Hatabu; George R Washko Journal: Acad Radiol Date: 2010-01-12 Impact factor: 3.173
Authors: Onno M Mets; Martin J Willemink; Freek P L de Kort; Christian P Mol; Tim Leiner; Matthijs Oudkerk; Mathias Prokop; Pim A de Jong Journal: Eur Radiol Date: 2012-05-23 Impact factor: 5.315
Authors: Ren Yuan; Taishi Nagao; Peter D Paré; James C Hogg; Don D Sin; Mark W Elliott; Leanna Loy; Li Xing; Steven E Kalloger; John C English; John R Mayo; Harvey O Coxson Journal: Respir Res Date: 2010-10-31
Authors: Mario Silva; Stefan F Nemec; Valerie Dufresne; Mariaelena Occhipinti; Benedikt H Heidinger; Ryan Chamberlain; Alexander A Bankier Journal: Eur Radiol Date: 2015-12-05 Impact factor: 5.315
Authors: Sandeep Bodduluri; Joseph M Reinhardt; Eric A Hoffman; John D Newell; Hrudaya Nath; Mark T Dransfield; Surya P Bhatt Journal: Am J Respir Crit Care Med Date: 2017-12-01 Impact factor: 21.405
Authors: Atsushi Nambu; Jordan Zach; Joyce Schroeder; Gongyoung Jin; Song Soo Kim; Yu-Il Kim; Christina Schnell; Russell Bowler; David A Lynch Journal: Eur J Radiol Date: 2016-09-13 Impact factor: 3.528
Authors: Turkey Refaee; Guangyao Wu; Abdallah Ibrahim; Iva Halilaj; Ralph T H Leijenaar; William Rogers; Hester A Gietema; Lizza E L Hendriks; Philippe Lambin; Henry C Woodruff Journal: Respiration Date: 2020-01-28 Impact factor: 3.580
Authors: Nicola Sverzellati; David A Lynch; Massimo Pistolesi; Hans-Ulrich Kauczor; P A Grenier; C Wilson; J D Crapo Journal: Chronic Obstr Pulm Dis Date: 2014
Authors: Jonathan Weber; Anthony P Reeves; John T Doucette; Yunho Jeon; Akshay Sood; Raúl San José Estépar; Juan C Celedón; Rafael E de la Hoz Journal: Lung Date: 2020-04-01 Impact factor: 2.584
Authors: Onno M Mets; Michael Schmidt; Constantinus F Buckens; Martijn J Gondrie; Ivana Isgum; Matthijs Oudkerk; Rozemarijn Vliegenthart; Harry J de Koning; Carlijn M van der Aalst; Mathias Prokop; Jan-Willem J Lammers; Pieter Zanen; Firdaus A Mohamed Hoesein; Willem PthM Mali; Bram van Ginneken; Eva M van Rikxoort; Pim A de Jong Journal: Respir Res Date: 2013-05-27