Chest · 2025
CT Emphysema Subtypes and Cardiac Hemodynamics Estimated on MRI: The Multi-Ethnic Study of Atherosclerosis COPD Study.
СтатьяМногоцентровое исследованиеНазвание и аннотация: Перевод в очереди
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Hermann Emilia A, Yang Jesse X, Angelini Elsa, Balte Pallavi, Bluemke David A, Carr James, Derlin Katja, Gomes Antoinette S, Habibi Mohammadali, Hoffman Eric A, Johns Chris, Kawut Steven M, Kiely David G, Laine Andrew, Lima Joao A C, Prince Martin R, Smith Benjamin, Vogel-Claussen Jens, Watson Karol, Wild Jim M, Swift Andrew J, Barr R Graham
Аннотация
BACKGROUND: COPD is traditionally associated with pulmonary hypertension, but treatments targeting elevated pulmonary artery pressure in COPD have largely failed, possibly due to an incomplete understanding of subphenotypes of the disease.
RESEARCH QUESTION: Are novel machine-learned CT emphysema subtypes associated with specific cardiac hemodynamic profiles?
STUDY DESIGN AND METHODS: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study recruited participants with and without COPD aged 50 to 79 years with ≥ 10 pack-years of smoking and without clinical cardiovascular disease, predominantly from MESA and a lung cancer screening cohort. COPD and COPD severity were defined by standard spirometric criteria. CT emphysema subtypes were defined by unsupervised machine learning in an independent study and labeled on chest CT scans. Hemodynamics were estimated on cardiac MRI using validated equations. Linear regression models were weighted by the inverse probability of sampling and adjusted for potential confounders.
RESULTS: The mean age of the 300 participants was 68 ± 7 years, 60% were male, 28% currently smoked, and 47% had COPD (45% of mild and 41% of moderate severity). More severe COPD was associated with lower estimated pulmonary arterial wedge pressure (ePAWP; P trend = .02) and greater estimated pulmonary vascular resistance (ePVR; P trend = .03) but not estimated pulmonary artery pressure (ePAP; P trend = 0.83). Only the combined bronchitic-apical emphysema subtype was associated with greater ePAP (1.08 mm Hg/10%; 95% CI, 0.40-1.75). The diffuse emphysema subtype was associated with lower ePAWP (-0.49 mm Hg/10%; 95% CI, -0.75 to -0.24) and greater ePVR (0.36 Wood units/10%; 95% CI, 0.10-0.61).
INTERPRETATION: In this case-control study of predominantly mild-moderate COPD, greater ePAP was specific to the combined bronchitic-apical emphysema subtype whereas the diffuse emphysema subtype and COPD severity were associated with lower ePAWP and greater ePVR. The CT emphysema subtype findings suggest more precise avenues to therapeutic interventions in cardiopulmonary dysfunction.
RESEARCH QUESTION: Are novel machine-learned CT emphysema subtypes associated with specific cardiac hemodynamic profiles?
STUDY DESIGN AND METHODS: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study recruited participants with and without COPD aged 50 to 79 years with ≥ 10 pack-years of smoking and without clinical cardiovascular disease, predominantly from MESA and a lung cancer screening cohort. COPD and COPD severity were defined by standard spirometric criteria. CT emphysema subtypes were defined by unsupervised machine learning in an independent study and labeled on chest CT scans. Hemodynamics were estimated on cardiac MRI using validated equations. Linear regression models were weighted by the inverse probability of sampling and adjusted for potential confounders.
RESULTS: The mean age of the 300 participants was 68 ± 7 years, 60% were male, 28% currently smoked, and 47% had COPD (45% of mild and 41% of moderate severity). More severe COPD was associated with lower estimated pulmonary arterial wedge pressure (ePAWP; P trend = .02) and greater estimated pulmonary vascular resistance (ePVR; P trend = .03) but not estimated pulmonary artery pressure (ePAP; P trend = 0.83). Only the combined bronchitic-apical emphysema subtype was associated with greater ePAP (1.08 mm Hg/10%; 95% CI, 0.40-1.75). The diffuse emphysema subtype was associated with lower ePAWP (-0.49 mm Hg/10%; 95% CI, -0.75 to -0.24) and greater ePVR (0.36 Wood units/10%; 95% CI, 0.10-0.61).
INTERPRETATION: In this case-control study of predominantly mild-moderate COPD, greater ePAP was specific to the combined bronchitic-apical emphysema subtype whereas the diffuse emphysema subtype and COPD severity were associated with lower ePAWP and greater ePVR. The CT emphysema subtype findings suggest more precise avenues to therapeutic interventions in cardiopulmonary dysfunction.