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Published on: September 26, 2019
CT-based Visual Classification of Emphysema: Association with Mortality in the COPDGene Study
David A Lynch1, Camille M Moore1, Carla Wilson1
1From the Department of Radiology (D.A.L., D.N., T.J., S.M.H.), Division of Biostatistics (C.M.M., C.W., D.C.E.), and Department of Medicine (E.A.R., B.J.M., R.P.B., J.D.C.), National Jewish Health, 1400 Jackson St, Denver, CO 80206; Department of Radiology, Columbia University Medical Center, New York, NY (J.H.M.A.); Department of Diagnostic Radiology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Sorbonne Universités, Paris, France (P.A.G.); Department of Diagnostic and Interventional Radiology, University of Heidelberg, Translational Lung Research Center Heidelberg, Heidelberg, Germany (H.U.K.); Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, Mich (M.K.H., J.L.C.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md (T.H.B.); Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Anschutz Medical Campus, Aurora, Colo (J.E.H.); Medical Service, VA Ann Arbor Healthcare System, Ann Arbor, Mich (J.L.C.); and Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Mass (E.K.S.).
Visually assessing emphysema on CT scans can predict mortality risk in smokers. This simple visual method is independent of quantitative emphysema measures, offering a valuable tool for risk stratification.
Area of Science:
- Radiology
- Pulmonology
- Medical Imaging
Background:
- Chronic Obstructive Pulmonary Disease (COPD) is a major health concern.
- Emphysema, a component of COPD, significantly impacts patient outcomes.
- Accurate mortality risk assessment in smokers with emphysema is crucial.
Purpose of the Study:
- To evaluate if visual CT emphysema patterns can serve as a simple mortality risk assessment tool for cigarette smokers.
- To compare the predictive value of visual emphysema assessment against quantitative measures.
Main Methods:
- Retrospective analysis of CT scans from 3171 cigarette smokers in the COPDGene study.
- Visual scoring of emphysema using the Fleischner Society classification system by two independent analysts.
- Quantitative assessment using percentage lung volume with low attenuation areas (LAA-950).
- Survival analysis using Cox proportional hazards model, adjusted for multiple clinical and imaging variables.
Main Results:
- Good inter-observer agreement was achieved for visual emphysema scoring (κ values 0.71-0.80).
- Mortality risk was significantly higher in subjects with visible emphysema compared to those without (adjusted HRs ranging from 1.7 to 5.0, P < .001).
- The association between visual emphysema and increased mortality persisted even after adjusting for quantitative emphysema severity (LAA-950).
Conclusions:
- Visual assessment of emphysema presence and severity on CT scans is a significant independent predictor of mortality in cigarette smokers.
- This visual method provides a straightforward approach to risk stratification for emphysema patients.
- Visual emphysema scoring offers valuable prognostic information beyond quantitative measures.
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