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Updated: May 25, 2025

Automated Measurement of Pulmonary Emphysema and Small Airway Remodeling in Cigarette Smoke-exposed Mice
Published on: January 16, 2015
Mechanically Affected Lung and Progression of Emphysema
Surya P Bhatt1,2, Sandeep Bodduluri1,2, Joseph M Reinhardt3
1Center for Lung Analytics and Imaging Research.
None:
Rationale: Most emphysema is believed to arise from small airway disease, but recent data suggest emphysema begets more emphysema and that its progression may be due to the mechanical stress experienced by normal lung regions adjacent to existing emphysema. Objectives: To determine whether new emphysema arises from this penumbra of mechanically affected lung (MAL) or from small airway disease. Methods: We coregistered inspiratory chest computed tomography scans acquired at enrollment and 5 years later in 4,972 participants enrolled in a multicenter cohort. Using adaptive Gaussian smoothing, we quantified the three-dimensional effect of all emphysema clusters on adjacent normal voxels by assuming that the mechanical effect of each emphysema cluster on surrounding voxels depends on cluster size and decays with increasing distance. The cumulative mechanical effect on each voxel was used to calculate MAL. Based on the probability distribution of normal voxels progressing to emphysema, we classified voxels into high (⩾10.5), intermediate (>0 to <10.5), and zero MAL. We coregistered baseline inspiratory and expiratory computed tomography images to quantify functional small airway disease. We quantified the proportion of new emphysema arising from each risk region. Measurements and Main Results: In adjusted analyses, higher MAL was associated with faster FEV1 decline (-2.2 ml/yr; 95% confidence interval [CI], -2.6 to -1.7; P < 0.001) and emphysema progression (-0.14 g/L/yr; 95% CI, -0.16 to -0.12; P < 0.001) and greater all-cause mortality (adjusted hazard ratio, 1.07; 95% CI, 1.05 to 1.09; P < 0.001). The relative mean contributions of high and intermediate MAL to new emphysema were 60.5% and 37.1%, respectively, in contrast to zero MAL (2.4%) and small airway disease (4.8%). Conclusions: Most new emphysema arises from areas of high MAL and in substantially higher proportion than areas of small airway disease.
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