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Li R, Song M, Wang R, Su N, E L. Can CT-Based Arterial and Venous Morphological Markers of Chronic Obstructive Pulmonary Disease Explain Pulmonary Vascular Remodeling? Acad Radiol 2024; 31:22-34. [PMID: 37248100 DOI: 10.1016/j.acra.2023.04.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/21/2023] [Accepted: 04/21/2023] [Indexed: 05/31/2023]
Abstract
RATIONALE AND OBJECTIVES We analyzed changes in quantitative pulmonary artery and vein parameters to investigate pulmonary vascular remodeling characteristics in chronic obstructive pulmonary disease (COPD) patients. MATERIALS AND METHODS This retrospective study recruited healthy volunteers and COPD patients. Participants undergoing standard-of-care pulmonary function testing (PFT) and computed tomography (CT) evaluations were classified into five groups: normal and Global Initiative for Chronic Obstructive Lung Disease (GOLD) grades 1-4. Artery and vein analyses (volumes, numbers, densities, and fractions) were performed using artificial intelligence. RESULTS Among 139 subjects (136 men; mean age, 64years±8 [SD]) with GOLD grade 1 (n = 13), grade 2 (n = 49), grade 3 (n = 42), grade 4 (n = 17) and control subjects (n = 18) enrolled, differences in arterial volumes (BV5-10, BV10+, pulmonary arterial volume) and venous densities (BV5 density, BV10+ density, pulmonary venous density, pulmonary venous branch density) among control and GOLD grades 1-4 were statistically significant (P < .05). Higher pulmonary arterial volumes and lower number were observed with more advanced COPD. The number and volumes of pulmonary veins were lower in GOLD grades 2 and 3 than in GOLD grade 1 but higher in GOLD grade 4 than in GOLD grade 3. The numbers and volumes of pulmonary arteries and veins showed varying positive correlations (γ = 0.18-0.96, P < .05). Pulmonary vascular densities were mildly to moderately correlated with PFT results (γ = 0.236-0.495, P < .05) and were moderately negatively correlated with the emphysema percentage (γ = -0.591 to -0.315, P < .05). CONCLUSION Patients with COPD exhibited pulmonary vascular remodeling, which occurred in the arteries at the early grade of COPD and in the veins at the late grade. CT-based quantitative analysis of pulmonary vasculature may become an imaging marker for early diagnosis and assessment of COPD severity.
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Affiliation(s)
- Rui Li
- Department of Radiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China (R.L., M.S., R.W., N.S.); Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (R.L., M.S., R.W., N.S.)
| | - Mengyi Song
- Department of Radiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China (R.L., M.S., R.W., N.S.); Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (R.L., M.S., R.W., N.S.)
| | - Ronghua Wang
- Department of Radiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China (R.L., M.S., R.W., N.S.); Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (R.L., M.S., R.W., N.S.)
| | - Ningling Su
- Department of Radiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China (R.L., M.S., R.W., N.S.); Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (R.L., M.S., R.W., N.S.)
| | - Linning E
- Department of Radiology, People's Hospital of Longhua, No. 38 Jinglong Construction Rd, Shenzhen 518109, China (L.E).
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Synn AJ, Harder EM, Nardelli P, Ross JC, Maron BA, Leopold JA, Waxman AB, San José Estépar R, Washko GR, Rahaghi FN. Automated CT-Based Quantification of Pulmonary Veins Shows Greater Central Venous Dilation in Group 2 Pulmonary Hypertension Compared With Group 1 Pulmonary Arterial Hypertension and Control Subjects. CHEST Pulm 2023; 1:100020. [PMID: 38144213 PMCID: PMC10745213 DOI: 10.1016/j.chpulm.2023.100020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/26/2023]
Affiliation(s)
- Andrew J Synn
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - Eileen M Harder
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - Pietro Nardelli
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - James C Ross
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - Bradley A Maron
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - Jane A Leopold
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - Aaron B Waxman
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - Raúl San José Estépar
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - George R Washko
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
| | - Farbod N Rahaghi
- Division of Pulmonary and Critical Care (A. J. S.), Beth Israel Deaconess Medical Center, the Division of Pulmonary and Critical Care (E. M. H., A. B. W., G. R. W., and F. N. R.), Department of Radiology (P. N., J. C. R., and R. S. J. E.), and the Division of Cardiovascular Medicine (J. A. L.), Brigham and Women's Hospital, Harvard Medical School; and the Department of Medicine (B. A. M.), University of Maryland School of Medicine, and the University of Maryland-Institute for Health Computing (B. A. M.), Bethesda, MD
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Synn AJ, Litchman TD, De Margerie-Mellon C, Bankier AA, Rahaghi FN, Washko GR, San José Estépar R, VanderLaan PA, Rice MB. Relative Loss of Small Pulmonary Vessels on Imaging and Risk of Recurrence of Resected Lung Adenocarcinoma. Ann Am Thorac Soc 2023; 20:1673-1676. [PMID: 37590317 PMCID: PMC10632925 DOI: 10.1513/annalsats.202303-191rl] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 08/17/2023] [Indexed: 08/19/2023] Open
Affiliation(s)
- Andrew J. Synn
- Beth Israel Deaconess Medical CenterBoston, Massachusetts
| | | | | | | | | | | | | | | | - Mary B. Rice
- Beth Israel Deaconess Medical CenterBoston, Massachusetts
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Hassan SM, Nardelli P, Minhas JK, Ash SY, Estépar RSJ, Antkowiak MC, Badlam JB, Piazza G, Estépar RSJ, Washko GR, Rahaghi FN. CT imaging determinants of persistent hypoxemia in acute intermediate-risk pulmonary embolism. J Thromb Thrombolysis 2023:10.1007/s11239-023-02813-x. [PMID: 37140805 DOI: 10.1007/s11239-023-02813-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/11/2023] [Indexed: 05/05/2023]
Abstract
The factors associated with persistent hypoxemia after pulmonary embolus (PE) are not well understood. Predicting the need for oxygen post discharge at the time of diagnosis using available CT imaging will enable better discharge planning. To examine the relationship between CT derived imaging markers (automated computation of arterial small vessel fraction, pulmonary artery diameter to aortic diameter ratio (PA:A), right to left ventricular diameter ratio (RV:LV) and new oxygen requirement at the time of discharge in patients diagnosed with acute intermediate-risk PE. CT measurements were obtained in a retrospective cohort of patients with acute-intermediate risk PE admitted to Brigham and Women's Hospital between 2009 and 2017. Twenty one patients without a history of lung disease requiring home oxygen and 682 patients without discharge oxygen requirements were identified. There was an increased median PA:A ratio (0.98 vs. 0.92, p = 0.02) and arterial small vessel fraction (0.32 vs. 0.39, p = 0.001) in the oxygen-requiring group], but no difference in the median RV:LV ratio (1.20 vs. 1.20, p = 0.74). Being in the upper quantile for the arterial small vessel fraction was associated with decreased odds of oxygen requirement (OR 0.30 [0.10-0.78], p = 0.02). Loss of arterial small vessel volume as measured by arterial small vessel fraction and an increase in the PA:A ratio at the time of diagnosis were associated with the presence of persistent hypoxemia on discharge in acute intermediate-risk PE.
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Affiliation(s)
- Syed Moin Hassan
- Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA.
| | - Pietro Nardelli
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jasleen K Minhas
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Samuel Y Ash
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Rubén San José Estépar
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - MaryEllen C Antkowiak
- Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA
| | - Jessica B Badlam
- Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA
| | - Gregory Piazza
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Raúl San José Estépar
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - George R Washko
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Farbod N Rahaghi
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
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Abstract
PURPOSE OF REVIEW Pulmonary hypertension (PH) is a common complication of chronic obstructive lung disease (COPD), but clinical presentation is variable and not always 'proportional' to the severity of the obstructive disease. This review aims to analyze heterogeneity in clinical features of PH-COPD, providing a guide for diagnosis and management according to phenotypes. RECENT FINDINGS Recent works have focused on severe PH in COPD, providing insights into the characteristics of patients with predominantly vascular disease. The recently recognized 'pulmonary vascular phenotype', characterized by severe PH and mild airflow obstruction with severe hypoxemia, has markedly worse prognosis and may be a candidate for large trials with pulmonary vasodilators. In severe PH, which might be best described by a pulmonary vascular resistance threshold, there may also be a need to distinguish patients with mild COPD (pulmonary vascular phenotype) from those with severe COPD ('Severe COPD-Severe PH' phenotype). SUMMARY Correct phenotyping is key to appropriate management of PH associated with COPD. The lack of evidence regarding the use of pulmonary vasodilators in PH-COPD may be due to the existence of previously unrecognized phenotypes with different responses to therapy. This review offers the clinician caring for patients with COPD and PH a phenotype-focused approach to diagnosis and management, aimed at personalized care.
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Affiliation(s)
| | - Lucilla Piccari
- Department of Pulmonary Medicine, Hospital del Mar, Barcelona, Spain
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Abstract
There is an increased appreciation for the importance of the right heart and pulmonary circulation in several disease states across the spectrum of pulmonary hypertension and left heart failure. However, assessment of the structure and function of the right heart and pulmonary circulation can be challenging, due to the complex geometry of the right ventricle, comorbid pulmonary airways and parenchymal disease, and the overlap of hemodynamic abnormalities with left heart failure. Several new and evolving imaging modalities interrogate the right heart and pulmonary circulation with greater diagnostic precision. Echocardiographic approaches such as speckle-tracking and 3-dimensional imaging provide detailed assessments of regional systolic and diastolic function and volumetric assessments. Magnetic resonance approaches can provide high-resolution views of cardiac structure/function, tissue characterization, and perfusion through the pulmonary vasculature. Molecular imaging with positron emission tomography allows an assessment of specific pathobiologically relevant targets in the right heart and pulmonary circulation. Machine learning analysis of high-resolution computed tomographic lung scans permits quantitative morphometry of the lung circulation without intravenous contrast. Inhaled magnetic resonance imaging probes, such as hyperpolarized 129Xe magnetic resonance imaging, report on pulmonary gas exchange and pulmonary capillary hemodynamics. These approaches provide important information on right ventricular structure and function along with perfusion through the pulmonary circulation. At this time, the majority of these developing technologies have yet to be clinically validated, with few studies demonstrating the utility of these imaging biomarkers for diagnosis or monitoring disease. These technologies hold promise for earlier diagnosis and noninvasive monitoring of right heart failure and pulmonary hypertension that will aid in preclinical studies, enhance patient selection and provide surrogate end points in clinical trials, and ultimately improve bedside care.
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Affiliation(s)
- Fawaz Alenezi
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC
| | | | | | - Steve C. Mathai
- Johns Hopkins Division of Pulmonary and Critical Care Medicine, Baltimore, MD
| | - Paul B. Yu
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - Sudarshan Rajagopal
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC
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