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Published on: December 19, 2020
Association of Lung Quantitative CT Scan Textures With Systemic Inflammation and Mortality in COPD
Hira A Awan1, Muhammad F A Chaudhary1, Anthony D El-Sokkary2
1The Roy J. Carver Department of Biomedical Engineering, Iowa City, IA.
Quantitative CT scan textures, specifically bronchovascular bundle (BVB) and CT scan density gradient (CTDG), are linked to systemic inflammation and increased mortality risk in Chronic Obstructive Pulmonary Disease (COPD) patients.
Area of Science:
- Pulmonary Medicine
- Radiology
- Biomarkers
Background:
- Chronic Obstructive Pulmonary Disease (COPD) involves persistent lung inflammation, leading to bronchovascular bundle (BVB) remodeling and reduced quality of life.
- Quantitative CT (QCT) scan textures offer insights into local inflammation patterns and respiratory morbidity.
Purpose of the Study:
- To investigate the association between BVB and CT scan density gradient (CTDG) textures, derived from QCT scans using an adaptive multiple feature method, with systemic inflammation, morbidity, and mortality in COPD.
- To determine if QCT scan textures predict COPD progression, specifically FEV1 decline and all-cause mortality.
Main Methods:
- Analysis of data from two large cohorts: SPIROMICS (n=2,981) and COPDGene (n=10,305).
- QCT scan biomarkers (BVB and CTDG textures) were assessed alongside clinical covariates, emphysema, and airway parameters (Pi10).
- Outcomes included plasma inflammatory biomarkers, CBC counts, lung function (FEV1, FEV1/FVC), quality of life (SGRQ), exercise capacity (6MWD), and dyspnea (mMRC).
Main Results:
- Increased BVB texture correlated with higher neutrophil and monocyte counts and neutrophil-to-lymphocyte ratio (NLR), independent of other factors.
- Elevated CTDG texture was associated with increased neutrophils, NLR, and tumor necrosis factor-α.
- Both BVB and CTDG textures showed significant associations with lower FEV1, reduced 6-minute walk distance (6MWD), and importantly, increased all-cause mortality risk in both cohorts.
Conclusions:
- QCT scan textures, including BVB and CTDG, serve as valuable imaging biomarkers reflecting the spatial heterogeneity of lung inflammation and overall disease burden in COPD.
- These imaging biomarkers demonstrate prognostic value, predicting both disease progression and mortality in COPD patients.
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