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Dean KE, Lin F, Kampaktsis PN, George MP, Giambrone A, Coya AB, Juluru K. Semi-automated Quantification of Lung Density on Chest CT Used as a Predictive Biomarker of Pulmonary Venous Hypertension. Acad Radiol 2016; 23:935-9. [PMID: 27209264 DOI: 10.1016/j.acra.2016.03.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Revised: 03/11/2016] [Accepted: 03/14/2016] [Indexed: 01/25/2023]
Abstract
RATIONALE AND OBJECTIVES We sought to determine if lung densities derived from computed tomography scans could be used to identify patients with pulmonary venous hypertension (Group II pulmonary hypertension [PH]), and to compare the performance of this metric with previously described metrics. MATERIALS AND METHODS Patients were retrospectively included from a single-center cohort of patients with aortic stenosis being evaluated for transcatheter aortic valve replacement from April 2009 to July 2014. Fifty-four patients met inclusion criteria. Thirty-three had PH (pulmonary arterial pressure [PAP] ≥25 mmHg). Thirty-two had Group II PH (pulmonary capillary wedge pressure [PCWP] ≥15 mmHg). Mean lung density (mLD) was measured from chest computed tomography scans using semi-automated techniques. Aortic diameter (mAo) and main pulmonary artery diameter (mPA) were measured manually. These metrics were correlated with PAP and PCWP values. RESULTS mLD was significantly correlated with PCWP (R = 0.45, P = .0006) and significantly higher in patients with elevated PCWP (P = .006). mPA was weakly correlated with PCWP (R = 0.28, P = .04), but not significantly different in patients with elevated PCWP. mPA/mAo was not significantly correlated with PCWP, nor was it significantly different in patients with elevated PCWP. mLD, mPA, and mPA/mAo were all significantly correlated with PAP and were significantly higher in patients with PH. CONCLUSIONS Of all metrics, only mLD was significantly correlated with PCWP and served to differentiate patients with elevated and normal PCWP. As such, mLD may contribute to a noninvasive biomarker of pulmonary venous hypertension.
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Affiliation(s)
- Kathryn E Dean
- Department of Radiology, Weill Cornell Medical College, 525 E. 68th St., New York, NY 10065
| | - Fay Lin
- Department of Radiology, Weill Cornell Medical College, 525 E. 68th St., New York, NY 10065; Department of Cardiology, Weill Cornell Medical College, New York, New York
| | | | - M Patricia George
- Department of Pulmonology, Immunology, Allergy and Critical Care, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ashley Giambrone
- Department of Health Care Policy and Research, Weill Cornell Medical College, New York, New York
| | - Adrienne B Coya
- Imaging Data Evaluation and Analytics Laboratory (IDEAL), Department of Radiology, Weill Cornell Medical College, New York, New York
| | - Krishna Juluru
- Department of Radiology, Weill Cornell Medical College, 525 E. 68th St., New York, NY 10065.
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Pulmonary Hypertension and the Quantification of Lung Density on Chest CT: "I Know It When I See It.". Acad Radiol 2016; 23:933-4. [PMID: 27298057 DOI: 10.1016/j.acra.2016.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Accepted: 05/19/2016] [Indexed: 11/21/2022]
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Camiciottoli G, Orlandi I, Bartolucci M, Meoni E, Nacci F, Diciotti S, Barcaroli C, Conforti ML, Pistolesi M, Matucci-Cerinic M, Mascalchi M. Lung CT densitometry in systemic sclerosis: correlation with lung function, exercise testing, and quality of life. Chest 2007; 131:672-681. [PMID: 17356079 DOI: 10.1378/chest.06-1401] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND To ascertain if analysis of lung density histograms in thin-section CT was more reproducible than visual assessment of lung changes in systemic sclerosis (SSc), and if such density histogram parameters as mean lung attenuation (MLA), skewness, and kurtosis could more closely reflect pulmonary function as well as exercise and quality of life impairment. METHODS The intraoperator and interoperator reproducibility of visual and densitometric lung CT analysis in 48 SSc patients examined with CT were evaluated by means of weighted kappa statistics. Univariate and multivariate regression analyses were applied to evaluate the relationship of visual and densitometric CT measurements with functional parameters including functional residual capacity (FRC), FVC, FEV(1), diffusion capacity of the lung for carbon monoxide (Dlco), 6-min walking testing (6MWT), and health-related quality of life questionnaire (QLQ) parameters. RESULTS The intraoperator and interoperator reproducibility of MLA (intraobserver weighted kappa = 0.97; interobserver weighted kappa = 0.96), skewness (intraobserver weighted kappa = 0.89; interobserver weighted kappa = 0.88), and kurtosis (intraobserver weighted kappa = 0.89; interobserver weighted kappa = 0.88) were higher than those of visual assessment (intraobserver weighted kappa = 0.71; interobserver weighted kappa = 0.69). In univariate analysis, only densitometric measurements were correlated with some exercise and QLQ parameters. In multivariate analysis, MLA (square regression coefficient corrected [R(2)c] = 0.70), skewness (R(2)c = 0.78), and kurtosis (R(2)c = 0.77) were predicted by FRC, FVC, Dlco, 6MWT, and QLQ parameters, while visual assessment was associated only with FRC and FVC (R(2)c = 0.40). CONCLUSIONS In SSc, densitometric analysis is more reproducible than visual assessment of lung changes in thin-section CT and more closely correlated to pulmonary function testing, 6MWT, and QLQ. Density histogram parameters may be useful for cross-sectional and longitudinal studies of lung involvement in SSc.
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Affiliation(s)
- Gianna Camiciottoli
- Respiratory Medicine Unit, Department of Critical Care, University of Florence, Florence, Italy.
| | - Ilaria Orlandi
- Radiodiagnostic Section, Department of Clinical Physiopathology, University of Florence, Florence, Italy
| | - Maurizio Bartolucci
- Radiodiagnostic Section, Department of Clinical Physiopathology, University of Florence, Florence, Italy
| | - Eleonora Meoni
- Respiratory Medicine Unit, Department of Critical Care, University of Florence, Florence, Italy
| | - Francesca Nacci
- Respiratory Medicine Unit, Department of Critical Care, University of Florence, Florence, Italy
| | - Stefano Diciotti
- Department of Electronics and Telecommunications, University of Florence, Florence, Italy
| | - Chiara Barcaroli
- Radiodiagnostic Section, Department of Clinical Physiopathology, University of Florence, Florence, Italy
| | - Maria Letizia Conforti
- Rheumatology Unit, Department of Internal Medicine, University of Florence, Florence, Italy
| | - Massimo Pistolesi
- Respiratory Medicine Unit, Department of Critical Care, University of Florence, Florence, Italy
| | - Marco Matucci-Cerinic
- Rheumatology Unit, Department of Internal Medicine, University of Florence, Florence, Italy
| | - Mario Mascalchi
- Radiodiagnostic Section, Department of Clinical Physiopathology, University of Florence, Florence, Italy
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Agarwal PP, Wolfsohn AL, Matzinger FR, Seely JM, Peterson RA, Dennie C. In situ central pulmonary artery thrombosis in primary pulmonary hypertension. Acta Radiol 2005; 46:696-700. [PMID: 16372688 DOI: 10.1080/02841850500215501] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
A rare case of extensive in situ central pulmonary artery thrombosis in primary pulmonary hypertension (PPH) is presented. The differentiation from chronic thromboembolic pulmonary arterial hypertension (CTEPH) is of paramount importance because of different therapeutic strategies. In this case, the presence of mural thrombus in the central pulmonary arteries on computed tomography made the distinction difficult. However, the possibility of in situ thrombosis was suggested on the basis of absence of other findings of CTEPH (abrupt narrowing/truncation of segmental arteries, variation in size of segmental vessels, arterial webs, mosaic attenuation, pulmonary infarcts, and dilated bronchial arteries), and this was confirmed on final pathology.
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Affiliation(s)
- P P Agarwal
- Department of Diagnostic Imaging, The Ottawa Hospital, Ottawa, Ontario, Canada
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Abstract
Diseases that primarily affect the small vessels of the lung are difficult to diagnose. Many conditions are characterized by involvement of small pulmonary vessels, and pathologically they can be conveniently divided into occluding and inflammatory types. The former, typified by chronic pulmonary thromboembolism and primary pulmonary hypertension, are relatively cryptic in terms of imaging. In contrast, inflammatory vasculitides, which often cause pulmonary hemorrhage and infarction, result in florid but nonspecific radiographic abnormalities. The spectrum of thin-section computed tomographic abnormalities encountered in the inflammatory vasculitides is wide: For example, in Wegener granulomatosis the pattern ranges from cavitating nodules to lobar consolidation to ground-glass opacity. This review highlights some of the less obvious imaging manifestations of occlusive and inflammatory diseases of the small pulmonary vessels.
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Affiliation(s)
- David M Hansell
- Department of Radiology, Royal Brompton Hospital, Sydney St, London SW3 6NP, England.
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Strange C, Bolster M, Mazur J, Taylor M, Gossage JR, Silver R. Hemodynamic effects of epoprostenol in patients with systemic sclerosis and pulmonary hypertension. Chest 2000; 118:1077-82. [PMID: 11035680 DOI: 10.1378/chest.118.4.1077] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
STUDY OBJECTIVES To determine the cause of pulmonary hypertension (PH) in systemic sclerosis (SSc) patients since PH can occur because of pulmonary arteriopathy, pulmonary parenchymal destruction, and left ventricular cardiac dysfunction. DESIGN AND SETTING Consecutive case series in a university hospital. PATIENTS Nine SSc patients with PH (mean pulmonary artery pressure, 41 mm Hg), with (n = 6) or without (n = 3) concomitant interstitial lung disease (ILD). METHODS Acute infusion of epoprostenol was begun at 2 ng/kg/min and was titrated upward at a rate of 2 ng/kg/min every 30 min until symptomatic complications developed or pulmonary artery vascular resistance (PVR) was reduced by 50%. RESULTS Eight of nine patients demonstrated a reduction of > or = 20% in PVR, suggesting that vasoreactivity is common despite the presence of significant ILD. A single patient had no response to infusion with unchanged hemodynamics and oxygenation. One patient developed hypoxemia as cardiac output increased, suggesting a worsening of ventilation/perfusion matching or the presence of an anatomic shunt. Acute pulmonary edema developed in one patient at an infusion rate of 6 ng/kg/min. The results of cardiac catheterization suggested that pulmonary edema was caused by SSc heart disease. CONCLUSION SSc patients with ILD have diverse and sometimes multiple causes of PH that can be determined by short-term epoprostenol infusion. Beneficial effects can be obtained from epoprostenol despite extensive ILD.
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MESH Headings
- Adult
- Antihypertensive Agents/administration & dosage
- Cardiac Catheterization
- Cardiac Output/drug effects
- Echocardiography, Doppler
- Epoprostenol/administration & dosage
- Female
- Hemodynamics/drug effects
- Humans
- Hypertension, Pulmonary/diagnostic imaging
- Hypertension, Pulmonary/drug therapy
- Hypertension, Pulmonary/etiology
- Hypertension, Pulmonary/physiopathology
- Infusions, Intravenous
- Male
- Middle Aged
- Pulmonary Wedge Pressure/drug effects
- Scleroderma, Systemic/complications
- Scleroderma, Systemic/diagnostic imaging
- Scleroderma, Systemic/drug therapy
- Scleroderma, Systemic/physiopathology
- Total Lung Capacity
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Affiliation(s)
- C Strange
- Division of Pulmonary and Critical Care Medicine, Allergy and Clinical Immunology, Medical University of South Carolina, Charleston, USA.
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Chabat F, Desai SR, Hansell DM, Yang GZ. Gradient correction and classification of CT lung images for the automated quantification of mosaic attenuation pattern. J Comput Assist Tomogr 2000; 24:437-47. [PMID: 10864083 DOI: 10.1097/00004728-200005000-00016] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE The detection of density differences, or "mosaic attenuation pattern," on CT images may be difficult when the regional inhomogeneity of the density of the lung parenchyma is subtle. The purpose of this work was to develop a fully automated method for the reproducible quantification of the underattenuated areas of the lung parenchyma. This technique may be useful in increasing the precision of investigation of structure/function relationships. METHOD Anatomical segmentation was achieved by a structure-filtering operator based on mathematical morphology. To compensate for the density gradient visible on lung CT scans, a model-based iterative deconvolution filter and an adaptive clustering algorithm were developed. Validation was performed with CT images from a lung phantom, 15 patients with constrictive obliterative bronchiolitis, and 8 normal subjects. RESULTS The accuracy of the estimate of the density gradient on phantom studies was 93.3%. The automated quantification of the areas of decreased attenuation on scans of constrictive obliterative bronchiolitis was within 8.2% from the average scoring of two experienced observers. CONCLUSION The proposed technique is fully automated and can accurately correct for density gradient and classify areas of decreased attenuation on lung CT images.
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Affiliation(s)
- F Chabat
- Royal Brompton Hospital, Imperial College of Science, Technology, and Medicine, London, UK.
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Abstract
Scleroderma is a multisystem disease of unknown cause characterized by synthesis and deposition of excessive extracellular matrix and vascular anti-GBM antibodies, leading to pulmonary hemorrhage and glomerulonephritis with rapidly progressive renal insufficiency. Recent advances in the understanding of disease pathogenesis and diagnosis and treatment have significantly improved our ability to recognize the syndrome, distinguish it from other similar disorders, and offer successful treatment. This article focuses on the pathogenetic features, clinical manifestations, diagnostic strategies, and therapeutic principles of anti-GBM disease.
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Affiliation(s)
- O A Minai
- Department of Pulmonary and Critical Care Medicine, Cleveland Clinic Foundation, Ohio, USA
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