Complexity of terminal airspace geometry assessed by lung computed tomography in normal subjects and patients with chronic obstructive pulmonary disease
- 3 August 1999
- journal article
- research article
- Published by Proceedings of the National Academy of Sciences in Proceedings of the National Academy of Sciences
- Vol. 96 (16), 8829-8834
- https://doi.org/10.1073/pnas.96.16.8829
Abstract
Increases in the low attenuation areas (LAA) of chest x-ray computed tomography images in patients with chronic obstructive pulmonary disease (COPD) have been reported to reflect the development of pathological emphysema. We examined the statistical properties of LAA clusters in COPD patients and in healthy subjects. In COPD patients, the percentage of the lung field occupied by LAAs (LAA%) ranged from 2.6 to 67.6. In contrast, LAA% was always D. We show that D is a measure of the complexity of the terminal airspace geometry. The COPD patients with normal LAA% had significantly smaller D values than the healthy subjects, and the D values did not correlate with pulmonary function tests except for the diffusing capacity of the lung. We interpret these results by using a large elastic spring network model and find that the neighboring smaller LAA clusters tend to coalesce and form larger clusters as the weak elastic fibers separating them break under tension. This process leaves LAA% unchanged whereas it decreases the number of small clusters and increases the number of large clusters, which results in a reduction in D similar to that observed in early emphysema patients. These findings suggest that D is a sensitive and powerful parameter for the detection of the terminal airspace enlargement that occurs in early emphysema.Keywords
This publication has 30 references indexed in Scilit:
- Comparison of computed density and macroscopic morphometry in pulmonary emphysema.American Journal of Respiratory and Critical Care Medicine, 1995
- Lung tissue rheology and 1/f noiseAnnals of Biomedical Engineering, 1994
- An Automated Method to Assess the Distribution of Low Attenuation Areas on Chest CT Scans in Chronic Pulmonary Emphysema PatientsChest, 1994
- Avalanches and power-law behaviour in lung inflationNature, 1994
- Diameters and cross‐sectional areas of branches in the human pulmonary arterial treeThe Anatomical Record, 1989
- DIAGNOSIS OF PULMONARY EMPHYSEMA BY COMPUTERISED TOMOGRAPHYThe Lancet, 1984
- An empirical formulation relating boundary lengths to resolution in specimens showing ‘non-ideally fractal’ dimensionsJournal of Microscopy, 1984
- The Fractal Geometry of NatureAmerican Journal of Physics, 1983
- Computed tomography in pulmonary emphysemaClinical Radiology, 1982
- Relation between diameter and flow in branches of the bronchial treeBulletin of Mathematical Biology, 1981