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CT Emphysema and Deep Learning-derived Vertebral Bone Loss in Individuals without COPD: Findings from MESA.
Elena Ghotbi1, Quincy A Hathaway2, Payam Jannatdoust3
1Musculoskeletal Radiology, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, 601 N Caroline St, JHOC 5165, Baltimore, MD 21287.
Subclinical emphysema detected on CT scans is linked to bone density loss in individuals without COPD. This finding suggests early lung changes may indicate systemic bone health decline, especially in men.
Area of Science:
- Radiology
- Pulmonology
- Bone Metabolism
Background:
- The relationship between subclinical emphysema and bone mineral density (BMD) in individuals without chronic obstructive pulmonary disease (COPD) is not well understood.
- Early detection of lung and bone health markers is crucial for preventative strategies.
Purpose of the Study:
- To investigate the association between emphysema-like changes on chest CT and BMD loss in a large, multiethnic cohort without clinical COPD.
- To identify potential early imaging biomarkers for concurrent lung and bone health assessment.
Main Methods:
- Secondary analysis of chest CT scans from the SPIROMICS protocol within the MESA study.
- Deep learning models were used to quantify emphysema percentage and thoracic vertebral BMD.
- Linear mixed-effects models were employed, adjusting for covariates and analyzing interaction effects by sex and race/ethnicity.
Main Results:
- Increased emphysema percentage was associated with lower BMD cross-sectionally and greater annual BMD loss longitudinally.
- Significant associations were observed in men and Black/African American participants.
- A threshold of >2.7% emphysema predicted decreased BMD in men, affecting 39% of this subgroup.
Conclusions:
- Subclinical emphysema is an independent imaging marker associated with accelerated vertebral bone loss in individuals without COPD.
- These findings highlight a potential link between lung abnormalities and systemic skeletal decline, particularly in men.
- Emphysema-like changes on CT may serve as an early indicator of reduced bone health.
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