Computed Tomography Measure of Lung at Risk and Lung Function Decline in Chronic Obstructive Pulmonary Disease

被引:63
作者
Bhatt, Surya P. [1 ,2 ,3 ]
Bodduluri, Sandeep [1 ,3 ,4 ]
Hoffman, Eric A. [4 ,5 ]
Newell, John D., Jr. [5 ]
Sieren, Jessica C. [5 ]
Dransfield, Mark T. [1 ,2 ,3 ]
Reinhardt, Joseph M. [4 ]
机构
[1] Univ Alabama Birmingham, Div Pulm Allergy & Crit Care Med, THT 422,1720,2nd Ave South, Birmingham, AL 35294 USA
[2] Univ Alabama Birmingham, UAB Lung Hlth Ctr, Birmingham, AL 35294 USA
[3] Univ Alabama Birmingham, UAB Lung Imaging Core, Birmingham, AL 35294 USA
[4] Univ Iowa, Dept Biomed Engn, Iowa City, IA 52242 USA
[5] Univ Iowa, Dept Radiol, Carver Coll Med, Iowa City, IA 52242 USA
基金
美国国家卫生研究院;
关键词
FEV1; emphysema; image registration; biomechanical; lung at risk; BINDING-SITE AVAILABILITY; MECHANICAL FORCES; ELASTASE ACTIVITY; FAILURE; REGISTRATION; PHENOTYPE; MASS;
D O I
10.1164/rccm.201701-0050OC
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Rationale: The rate of decline of lung function is greater than age-related change in a substantial proportion of patients with chronic obstructive pulmonary disease, even after smoking cessation. Regions of the lung adjacent to emphysematous areas are subject to abnormal stretch during respiration, and this biomechanical stress likely influences emphysema initiation and progression. Objectives: To assess whether quantifying this penumbra of lung at risk would predict FEV1 decline. Methods: We analyzed paired inspiratory-expiratory computed tomography images at baseline of 680 subjects participating in a large multicenter study (COPDGene) over approximately 5 years. By matching inspiratory and expiratory images voxel by voxel using image registration, we calculated the Jacobian determinant, a measure of local lung expansion and contraction with respiration. We measured the distance between each normal voxel to the nearest emphysematous voxel, and quantified the percentage of normal voxels within each millimeter distance from emphysematous voxels as mechanically affected lung (MAL). Multivariable regression analyses were performed to assess the relationship between the Jacobian determinant, MAL, and FEV1 decline. Measurements and Main Results: The mean (SD) rate of decline in FEV1 was 39.0 (58.6) ml/yr. There was a progressive decrease in the mean Jacobian determinant of both emphysematous and normal voxels with increasing disease stage (P < 0.001). On multivariable analyses, the mean Jacobian determinant of normal voxels within 2 mm of emphysematous voxels (MAL(2)) was significantly associated with FEV1 decline. In mild-moderate disease, for participants at or above the median MAL2 (threshold, 36.9%), the mean decline in FEV1 was 56.4 (68.0) ml/yr versus 43.2 (59.9) ml/yr for those below the median (P = 0.044). Conclusions: Areas of normal-appearing lung are mechanically influenced by emphysematous areas and this lung at risk is associated with lung function decline.
引用
收藏
页码:569 / 576
页数:8
相关论文
共 29 条
[1]   Heterogeneity of pulmonary perfusion as a mechanistic image-based phenotype in emphysema susceptible smokers [J].
Alford, Sara K. ;
van Beek, Edwin J. R. ;
McLennan, Geoffrey ;
Hoffman, Eric A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (16) :7485-7490
[2]   Smoking and lung function of lung health study participants after 11 years [J].
Anthonisen, NR ;
Connett, JE ;
Murray, RP .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2002, 166 (05) :675-679
[3]   Medical progress: Chronic obstructive pulmonary disease. [J].
Barnes, PJ .
NEW ENGLAND JOURNAL OF MEDICINE, 2000, 343 (04) :269-280
[4]   Association between Functional Small Airway Disease and FEV1 Decline in Chronic Obstructive Pulmonary Disease [J].
Bhatt, Surya P. ;
Soler, Xavier ;
Wang, Xin ;
Murray, Susan ;
Anzueto, Antonio R. ;
Beaty, Terri H. ;
Boriek, Aladin M. ;
Casaburi, Richard ;
Criner, Gerard J. ;
Diaz, Alejandro A. ;
Dransfield, Mark T. ;
Curran-Everett, Douglas ;
Galban, Craig J. ;
Hoffman, Eric A. ;
Hogg, James C. ;
Kazerooni, Ella A. ;
Kim, Victor ;
Kinney, Gregory L. ;
Lagstein, Amir ;
Lynch, David A. ;
Make, Barry J. ;
Martinez, Fernando J. ;
Ramsdell, Joe W. ;
Reddy, Rishindra ;
Ross, Brian D. ;
Rossiter, Harry B. ;
Steiner, Robert M. ;
Strand, Matthew J. ;
van Beek, Edwin J. R. ;
Wan, Emily S. ;
Washko, George R. ;
Wells, J. Michael ;
Wendt, Chris H. ;
Wise, Robert A. ;
Silverman, Edwin K. ;
Crapo, James D. ;
Bowler, Russell P. ;
Han, MeiLan K. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2016, 194 (02) :178-184
[5]   Registration-Based Lung Mechanical Analysis of Chronic Obstructive Pulmonary Disease (COPD) Using a Supervised Machine Learning Framework [J].
Bodduluri, Sandeep ;
Newell, John D., Jr. ;
Hoffman, Eric A. ;
Reinhardt, Joseph M. .
ACADEMIC RADIOLOGY, 2013, 20 (05) :527-536
[6]  
Carson J., 1820, PHILOS T, V110, P29
[7]   Effect of pharmacotherapy on rate of decline of lung function in chronic obstructive pulmonary disease - Results from the TORCH study [J].
Celli, Bartolome R. ;
Thomas, Nicola E. ;
Anderson, Julie A. ;
Ferguson, Gary T. ;
Jenkins, Christine R. ;
Jones, Paul W. ;
Vestbo, Jorgen ;
Knobil, Katharine ;
Yates, Julie C. ;
Calverley, Peter M. A. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2008, 178 (04) :332-338
[8]   Blood fibrinogen as a biomarker of chronic obstructive pulmonary disease [J].
Duvoix, Annelyse ;
Dickens, Jenny ;
Haq, Imran ;
Mannino, David ;
Miller, Bruce ;
Tal-Singer, Ruth ;
Lomas, David A. .
THORAX, 2013, 68 (07) :670-676
[9]   Comparison of computed density and microscopic morphometry in pulmonary emphysema [J].
Gevenois, PA ;
DeVuyst, P ;
deMaertelaer, V ;
Zanen, J ;
Jacobvitz, D ;
Cosio, MG ;
Yernault, JC .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1996, 154 (01) :187-192
[10]   Lung Function Decline in Male Heavy Smokers Relates to Baseline Airflow Obstruction Severity [J].
Hoesein, Firdaus A. A. Mohamed ;
Zanen, Pieter ;
Boezen, H. Marike ;
Groen, Harry J. M. ;
van Ginneken, Bram ;
de Jong, Pim A. ;
Postma, Dirkje S. ;
Lammers, Jan-Willem J. .
CHEST, 2012, 142 (06) :1530-1538