Quantitative CT Evaluation of Emphysema Progression over 10 Years in the COPDGene Study

被引:20
作者
Baraghoshi, David [1 ]
Strand, Matthew [1 ]
Humphries, Stephen M. [2 ]
Estepar, Raul San Jose [4 ,5 ]
Sanchez-Ferrero, Gonzalo Vegas [4 ,5 ]
Charbonnier, Jean-Paul [8 ]
Latisenko, Rudolfs [8 ]
Silverman, Edwin K. [6 ,7 ]
Crapo, James D. [3 ]
Lynch, David A. [2 ]
机构
[1] Natl Jewish Hlth, Div Biostat Environm & Hlth, 1400 Jackson St, Denver, CO 80206 USA
[2] Natl Jewish Hlth, Dept Radiol, 1400 Jackson St, Denver, CO 80206 USA
[3] Natl Jewish Hlth, Dept Med, Div Pulm & Crit Care Med, 1400 Jackson St, Denver, CO 80206 USA
[4] Brigham & Womens Hosp, Appl Chest Imaging Lab, Boston, MA USA
[5] Brigham & Womens Hosp, Dept Radiol, Boston, MA USA
[6] Brigham & Womens Hosp, Channing Div Network Med, Boston, MA USA
[7] Brigham & Womens Hosp, Dept Med, Div Pulm & Crit Care Med, Boston, MA USA
[8] Thirona, Nijmegen, Netherlands
基金
美国国家卫生研究院;
关键词
OBSTRUCTIVE PULMONARY-DISEASE; COMPUTED-TOMOGRAPHY; SMOKING-CESSATION; LUNG DENSITY; SUBTYPES; SMOKERS; CANCER; RISK;
D O I
10.1148/radiol.222786
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Long-term studies of chronic obstructive pulmonary disease (COPD) can evaluate emphysema progression. Adjustment for differences in equipment and scanning protocols of individual CT examinations have not been studied extensively.Purpose: To evaluate emphysema progression in current and former smokers in the COPDGene cohort over three imaging points obtained at 5-year intervals accounting for individual CT parameters.Materials and Methods: Current and former cigarette smokers enrolled between 2008 and 2011 from the COPDGene study were prospectively followed for 10 years between 2008 and 2020. Extent of emphysema as adjusted lung density (ALD) from quantitative CT was measured at baseline and at 5-and 10-year follow-up. Linear mixed models adjusted for CT technical characteristics were constructed to evaluate emphysema progression. Mean annual changes in ALD over consecutive 5-year study periods were estimated by smoking status and baseline emphysema.Results: Of 8431 participants at baseline (mean age, 60 years & PLUSMN; 9 [SD]; 3905 female participants), 4913 were at 5-year follow-up and 1544 participants were at 10-year follow-up. There were 4134 (49%) participants who were current smokers, and 4449 (53%) participants had more than trace emphysema at baseline. Current smokers with more than trace emphysema showed the largest decline in ALD, with mean annual decreases of 1.4 g/L (95% CI: 1.2, 1.5) in the first 5 years and 0.9 g/L (95% CI: 0.7, 1.2) in the second 5 years. Accounting for CT noise, field of view, and scanner model improved model fit for estimation of emphysema progression (P < .001 by likelihood ratio test).Conclusion: Evaluation at CT of emphysema progression in the COPDGene study showed that, during the span of 10 years, participants with pre-existing emphysema who continued smoking had the largest decline in ALD. Adjusting for CT equipment and protocol factors improved these longitudinal estimates.
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页数:8
相关论文
共 27 条
[11]   Deep Learning Enables Automatic Classification of Emphysema Pattern at CT [J].
Humphries, Stephen M. ;
Notary, Aleena M. ;
Centeno, Juan Pablo ;
Strand, Matthew J. ;
Crapo, James D. ;
Silverman, Edwin K. ;
Lynch, David A. .
RADIOLOGY, 2020, 294 (02) :434-444
[12]   Effect of smoking cessation on quantitative computed tomography in smokers at risk in a lung cancer screening population [J].
Jobst, Bertram J. ;
Weinheimer, Oliver ;
Trauth, Mila ;
Becker, Nikolaus ;
Motsch, Erna ;
Gro, Marie-Luise ;
Tremper, Jan ;
Delorme, Stefan ;
Eigentopf, Anke ;
Eichinger, Monika ;
Kauczor, Hans-Ulrich ;
Wielpuetz, Mark O. .
EUROPEAN RADIOLOGY, 2018, 28 (02) :807-815
[13]   CT-Definable Subtypes of Chronic Obstructive Pulmonary Disease: A Statement of the Fleischner Society [J].
Lynch, David A. ;
Austin, John H. M. ;
Hogg, James C. ;
Grenier, Philippe A. ;
Kauczor, Hans-Ulrich ;
Bankier, Alexander A. ;
Barr, R. Graham ;
Colby, Thomas V. ;
Galvin, Jeffrey R. ;
Gevenois, Pierre Alain ;
Coxson, Harvey O. ;
Hoffman, Eric A. ;
Newell, John D., Jr. ;
Pistolesi, Massimo ;
Silverman, Edwin K. ;
Crapo, James D. .
RADIOLOGY, 2015, 277 (01) :192-205
[14]   Emphysema Progression at CT by Deep Learning Predicts Functional Impairment and Mortality: Results from the COPDGene Study [J].
Oh, Andrea S. ;
Baraghoshi, David ;
Lynch, David A. ;
Ash, Samuel Y. ;
Crapo, James D. ;
Humphries, Stephen M. .
RADIOLOGY, 2022, 304 (03) :672-679
[15]   Five-year Progression of Emphysema and Air Trapping at CT in Smokers with and Those without Chronic Obstructive Pulmonary Disease: Results from the COPDGene Study [J].
Pompe, Esther ;
Strand, Matthew ;
van Rikxoort, Eva M. ;
Hoffman, Eric A. ;
Barr, R. Graham ;
Charbonnier, Jean Paul ;
Humphries, Stephen ;
Han, MeiLan K. ;
Hokanson, John E. ;
Make, Barry J. ;
Regan, Elizabeth A. ;
Silverman, Edwin K. ;
Crapo, James D. ;
Lynch, David A. .
RADIOLOGY, 2020, 295 (01) :218-226
[16]  
Quantitative Imaging Biomarkers Alliance, QIBA PROF COMP TOM L
[17]   Genetic Epidemiology of COPD (COPDGene) Study Design [J].
Regan, Elizabeth A. ;
Hokanson, John E. ;
Murphy, James R. ;
Make, Barry ;
Lynch, David A. ;
Beaty, Terri H. ;
Curran-Everett, Douglas ;
Silverman, Edwin K. ;
Crapo, James D. .
COPD-JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE, 2010, 7 (01) :32-38
[18]   Factors influencing the decline in lung density in a Danish lung cancer screening cohort [J].
Shaker, Saher B. ;
Dirksen, Asger ;
Lo, Pechin ;
Skovgaard, Lene T. ;
de Bruijne, Marleen ;
Pedersen, Jesper H. .
EUROPEAN RESPIRATORY JOURNAL, 2012, 40 (05) :1142-1148
[19]   Rapid Fall in Lung Density Following Smoking Cessation in COPD [J].
Shaker, Saher B. ;
Stavngaard, Trine ;
Laursen, Lars Christian ;
Stoel, Berend C. ;
Dirksen, Asger .
COPD-JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE, 2011, 8 (01) :2-7
[20]   Volume adjustment of lung density by computed tomography scans in patients with emphysema [J].
Shaker, SB ;
Dirksen, A ;
Laursen, LC ;
Skovgaard, LT ;
Holstein-Rathlou, NH .
ACTA RADIOLOGICA, 2004, 45 (04) :417-423