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Baral A, Lee S, Hussaini F, Matthew B, Lebron A, Wang M, Hsu LY, Moss J, Wen H. Clinical Trial Validation of Automated Segmentation and Scoring of Pulmonary Cysts in Thoracic CT Scans. Diagnostics (Basel) 2024; 14:1529. [PMID: 39061666 PMCID: PMC11276404 DOI: 10.3390/diagnostics14141529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 07/07/2024] [Accepted: 07/10/2024] [Indexed: 07/28/2024] Open
Abstract
In cystic lung diseases such as lymphangioleiomyomatosis (LAM), a CT-based cyst score that measures the percentage of the lung volume occupied by cysts is a common index of the cyst burden in the lungs. Although the current semi-automatic measurement of the cyst score is well established, it is susceptible to human operator variabilities. We recently developed a fully automatic method incorporating adaptive features in place of manual adjustments. In this clinical study, the automatic method is validated against the standard method in several aspects. These include the agreement between the cyst scores of the two methods, the agreement of each method with independent tests of pulmonary function, and the temporal consistency of the measurements in the consecutive visits of the same patients. We found that the automatic method agreed with the standard method as well as the agreement between two trained operators running the same standard method; both methods obtained the same level of correlation with laboratory pulmonary function tests; the automated method had better temporal consistency than the standard method (p < 0.0001). The study indicates that the automatic method could replace the standard method and provide better consistency in assessing the extent of cystic changes in the lungs of patients.
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Affiliation(s)
- Aneesha Baral
- Laboratory of Imaging Physics, Biochemistry and Biophysics Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (A.B.); (S.L.); (F.H.); (B.M.); (A.L.); (M.W.)
| | - Simone Lee
- Laboratory of Imaging Physics, Biochemistry and Biophysics Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (A.B.); (S.L.); (F.H.); (B.M.); (A.L.); (M.W.)
| | - Farah Hussaini
- Laboratory of Imaging Physics, Biochemistry and Biophysics Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (A.B.); (S.L.); (F.H.); (B.M.); (A.L.); (M.W.)
| | - Brianna Matthew
- Laboratory of Imaging Physics, Biochemistry and Biophysics Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (A.B.); (S.L.); (F.H.); (B.M.); (A.L.); (M.W.)
| | - Alfredo Lebron
- Laboratory of Imaging Physics, Biochemistry and Biophysics Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (A.B.); (S.L.); (F.H.); (B.M.); (A.L.); (M.W.)
| | - Muyang Wang
- Laboratory of Imaging Physics, Biochemistry and Biophysics Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (A.B.); (S.L.); (F.H.); (B.M.); (A.L.); (M.W.)
| | - Li-Yueh Hsu
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD 20892, USA;
| | - Joel Moss
- Pulmonary Branch, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA;
| | - Han Wen
- Laboratory of Imaging Physics, Biochemistry and Biophysics Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (A.B.); (S.L.); (F.H.); (B.M.); (A.L.); (M.W.)
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Lee S, Lebron A, Matthew B, Moss J, Wen H. Automated Segmentation and Measurements of Pulmonary Cysts in Lymphangioleiomyomatosis across Multiple CT Scanner Platforms over a Period of Two Decades. Bioengineering (Basel) 2023; 10:1255. [PMID: 38002379 PMCID: PMC10669375 DOI: 10.3390/bioengineering10111255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 10/06/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023] Open
Abstract
(1) Background: Lymphangioleiomyomatosis is a genetic disease that affects mostly women of childbearing age. In the lungs, it manifests as the progressive formation of air-filled cysts and is associated with a decline in lung function. With a median survival of 29 years after the onset of symptoms, computed-tomographic monitoring of cystic changes in the lungs is a key part of the management of the disease. However, the current standard method to measure cyst burdens from CT is semi-automatic and requires manual adjustments from trained operators to obtain consistent results due to variabilities in CT technology and imaging conditions over the long course of the disease. This can be impractical for longitudinal studies involving large numbers of scans and is susceptible to subjective biases. (2) Methods: We developed an automated method of pulmonary cyst segmentation for chest CT images incorporating novel graphics processing algorithms. We assessed its performance against the gold-standard semi-automated method performed by experienced operators who were blinded to the results of the automated method. (3) Results: the automated method had the same consistency over time as the gold-standard method, but its cyst scores were more strongly correlated with concurrent pulmonary function results from the physiology laboratory than those of the gold-standard method. (4) Conclusions: The automated cyst segmentation is a competent replacement for the gold-standard semi-automated process. It is a solution for saving time and labor in clinical studies of lymphangioleiomyomatosis that may involve large numbers of chest CT scans from diverse scanner platforms and protocols.
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Affiliation(s)
- Simone Lee
- Biochemistry and Biophysics Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Alfredo Lebron
- Biochemistry and Biophysics Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Brianna Matthew
- Biochemistry and Biophysics Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Joel Moss
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Han Wen
- Biochemistry and Biophysics Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Matthew BP, Lebron A, Chen YC, Lohr WH, Rollison SF, Worthy TA, Jones AM, Julien-Williams P, Pirooznia M, Chen MY, Moss J, Wen H. Novel Pulmonary Cyst Characteristics Associated with the Diffusing Capacity of the Lung in Lymphangioleiomyomatosis: A Cross-Sectional Clinical Trial. Ann Am Thorac Soc 2023; 20:1073-1076. [PMID: 36930738 DOI: 10.1513/annalsats.202212-1003rl] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2023] Open
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Joel Moss
- National Institutes of Health Bethesda, Maryland
| | - Han Wen
- National Institutes of Health Bethesda, Maryland
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Steagall WK, Stylianou M, Pacheco-Rodriguez G, Yu ZX, Moss J. Unexpected sirolimus-stimulated airway hyperreactivity in lymphangioleiomyomatosis. ERJ Open Res 2023; 9:00305-2023. [PMID: 37589458 PMCID: PMC10423980 DOI: 10.1183/23120541.00305-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 05/20/2023] [Indexed: 08/18/2023] Open
Abstract
Lymphangioleiomyomatosis (LAM) is a multisystem disease affecting primarily women, characterised in the lung by proliferation of LAM cells, abnormal smooth muscle-like cells with dysfunctional tuberous sclerosis complex genes. This dysfunction results in activation of mechanistic target of rapamycin (mTOR), leading to LAM cell proliferation. Sirolimus (rapamycin) is the only United States Food and Drug Administration-approved treatment for pulmonary LAM, resulting in decreased LAM cell growth/size and stabilised lung function [1].
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Affiliation(s)
- Wendy K. Steagall
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Mario Stylianou
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Gustavo Pacheco-Rodriguez
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Zu Xi Yu
- Pathology Facility, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Joel Moss
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
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Taveira-DaSilva AM, Gopalakrishnan V, Yao J, Chen MY, Julien-Williams P, Jones AM, Pacheco-Rodriguez G, Moss J. Computer grading of lung disease severity in patients with lymphangioleiomyomatosis referred for transplantation. BMC Pulm Med 2022; 22:362. [PMID: 36153516 PMCID: PMC9509628 DOI: 10.1186/s12890-022-02123-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 08/23/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Objectives
Lymphangioleiomyomatosis (LAM) patients with severe lung disease may be considered for lung transplantation. Clinical, physiologic, and quality of life data are usually employed for referral. The aim of this study was to determine whether computed tomographic measurement of lung volume occupied by cysts (cyst score) complemented clinical and physiologic data in supporting referral for transplantation.
Methods
Forty-one patients were studied. Pre-referral clinical data, pulmonary function tests, exercise testing, and high-resolution computed tomography (HRCT) scans were obtained. From HRCT, a computer-aided diagnostic program was employed to calculate cyst scores. These data were compared to those of 41 age-matched LAM patients not referred for lung transplantation.
Results
Cyst score, and % predicted FEV1 and DLCO were respectively, 48.1 ± 9.4%, 36.5 ± 9.1%, and 35.0 ± 10.7%. For the control group, cyst score, FEV1, and DLCO were respectively, 14.8 ± 8.3%, 77.2 ± 20.3%, and 66.7 ± 19.3%. Cyst score values showed a normal distribution. However, the frequency distribution of FEV1 was skewed to the right while the distribution of DLCO was bimodal. Correlations between cyst score and FEV1 and DLCO for the study group were respectively, r = − 0.319 and r = − 0.421.
Conclusions
LAM patients referred for lung transplantation had nearly 50% of lungs occupied by cysts. Correlations between cyst score and FEV1 or DLCO were weak; as shown previously, DLCO was better related to cyst number while FEV1 had a better association with cyst size. Given its normal distribution, cyst score measurements may assist in evaluation of pre-transplant severity of lung disease before referral for transplantation.
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Bhattacharya I, Ramasawmy R, Javed A, Lowery M, Henry J, Mancini C, Machado T, Jones A, Julien-Williams P, Lederman RJ, Balaban RS, Chen MY, Moss J, Campbell-Washburn AE. Assessment of Lung Structure and Regional Function Using 0.55 T MRI in Patients With Lymphangioleiomyomatosis. Invest Radiol 2022; 57:178-186. [PMID: 34652290 PMCID: PMC9926400 DOI: 10.1097/rli.0000000000000832] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Contemporary lower-field magnetic resonance imaging (MRI) may offer advantages for lung imaging by virtue of the improved field homogeneity. The aim of this study was to evaluate the utility of lower-field MRI for combined morphologic imaging and regional lung function assessment. We evaluate low-field MRI in patients with lymphangioleiomyomatosis (LAM), a rare lung disease associated with parenchymal cysts and respiratory failure. MATERIALS AND METHODS We performed lung imaging on a prototype low-field (0.55 T) MRI system in 65 patients with LAM. T2-weighted imaging was used for assessment of lung morphology and to derive cyst scores, the percent of lung parenchyma occupied by cysts. Regional lung function was assessed using oxygen-enhanced MRI with breath-held ultrashort echo time imaging and inhaled 100% oxygen as a T1-shortening MR contrast agent. Measurements of percent signal enhancement from oxygen inhalation and percentage of lung with low oxygen enhancement, indicating functional deficits, were correlated with global pulmonary function test measurements taken within 2 days. RESULTS We were able to image cystic abnormalities using T2-weighted MRI in this patient population and calculate cyst score with strong correlation to computed tomography measurements (R = 0.86, P < 0.0001). Oxygen-enhancement maps demonstrated regional deficits in lung function of patients with LAM. Heterogeneity of oxygen enhancement between cysts was observed within individual patients. The percent low-enhancement regions showed modest, but significant, correlation with FEV1 (R = -0.37, P = 0.007), FEV1/FVC (R = -0.33, P = 0.02), and cyst score (R = 0.40, P = 0.02). The measured arterial blood ΔT1 between normoxia and hyperoxia, used as a surrogate for dissolved oxygen in blood, correlated with DLCO (R = -0.28, P = 0.03). CONCLUSIONS Using high-performance 0.55 T MRI, we were able to perform simultaneous imaging of pulmonary structure and regional function in patients with LAM.
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Affiliation(s)
- Ipshita Bhattacharya
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Rajiv Ramasawmy
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Ahsan Javed
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Margaret Lowery
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Jennifer Henry
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Christine Mancini
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Tania Machado
- Pulmonary Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Amanda Jones
- Pulmonary Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Patricia Julien-Williams
- Pulmonary Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Robert J Lederman
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Robert S Balaban
- Systems Biology Center, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Marcus Y Chen
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Joel Moss
- Pulmonary Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
| | - Adrienne E Campbell-Washburn
- Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda MD, USA 20892
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Matthew BP, Hasani AM, Chen YC, Pirooznia M, Stylianou M, Rollison SF, Machado TR, Quade NM, Jones AM, Julien-Williams P, Taveira-DaSilva A, Chen MY, Moss J, Wen H. Ultra-Small Lung Cysts Impair Diffusion Without Obstructing Air Flow in Lymphangioleiomyomatosis. Chest 2021; 160:199-208. [PMID: 33549601 PMCID: PMC8295912 DOI: 10.1016/j.chest.2021.01.077] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 01/05/2021] [Accepted: 01/18/2021] [Indexed: 01/17/2023] Open
Abstract
Background Lymphangioleiomyomatosis (LAM) is a rare lung disease found primarily in women of childbearing age, characterized by the formation of air-filled cysts, which may be associated with reductions in lung function. An experimental, regional ultra-high resolution CT scan identified an additional volume of cysts relative to standard chest CT imaging, which consisted primarily of ultra-small cysts. Research Question What is the impact of these ultra-small cysts on the pulmonary function of patients with LAM? Study Design and Methods A group of 103 patients with LAM received pulmonary function tests and a CT examination in the same visit. Cyst score, the percentage lung volume occupied by cysts, was measured by using commercial software approved by the US Food and Drug Administration. The association between cyst scores and pulmonary function tests of diffusing capacity of the lungs for carbon monoxide (Dlco) (% predicted), FEV1 (% predicted), and FEV1/FVC (% predicted) was assessed with statistical analysis adjusted for demographic variables. The distributions of average cyst size and ultra-small cyst fraction among the patients were evaluated. Results The additional cyst volume identified by the experimental, higher resolution scan consisted of cysts of 2.2 ± 0.8 mm diameter on average and are thus labeled the “ultra-small cyst fraction.” It accounted for 27.9 ± 19.0% of the total cyst volume among the patients. The resulting adjusted, whole-lung cyst scores better explained the variance of Dlco (P < .001 adjusted for multiple comparisons) but not FEV1 and FEV1/FVC (P = 1.00). The ultra-small cyst fraction contributed to the reduction in Dlco (P < .001) but not to FEV1 and FEV1/FVC (P = .760 and .575, respectively). The ultra-small cyst fraction and average cyst size were correlated with cyst burden, FEV1, and FEV1/FVC but less with Dlco. Interpretation The ultra-small cysts primarily contributed to the reduction in Dlco, with minimal effects on FEV1 and FEV1/FVC. Patients with lower cyst burden and better FEV1 and FEV1/FVC tended to have smaller average cyst size and higher ultra-small cyst fraction. Clinical Trial Registration ClinicalTrials.gov; No.: NCT00001465; URL: www.clinicaltrials.gov
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Affiliation(s)
- Brianna P Matthew
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Amir M Hasani
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Yun-Ching Chen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Mehdi Pirooznia
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Mario Stylianou
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Shirley F Rollison
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Tania R Machado
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Nora M Quade
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Amanda M Jones
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | | | | | - Marcus Y Chen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Joel Moss
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Han Wen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD.
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Cyst Ventilation Heterogeneity and Alveolar Airspace Dilation as Early Disease Markers in Lymphangioleiomyomatosis. Ann Am Thorac Soc 2020; 16:1008-1016. [PMID: 31038987 DOI: 10.1513/annalsats.201812-880oc] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Rationale: Lymphangioleiomyomatosis (LAM) is a rare disease associated with cystic destruction of the pulmonary parenchyma and chronic respiratory failure, and there are trials underway to determine if early intervention can prevent disease progression. An imaging technique that is sensitive to early regional disease would therefore be valuable for patient care and clinical trials.Objectives: We postulated that hyperpolarized 129Xe MRI would be sensitive to ventilation abnormalities and alveolar airspace dilation in patients with mild LAM disease and normal pulmonary function and that 129Xe MRI would reveal important features of cyst ventilation.Methods: 129Xe ventilation and diffusion-weighted MR images were acquired in 22 patients with LAM during two breath-holds of hyperpolarized 129Xe. 129Xe ventilation defect percentage (VDP; percentage of voxels <60% of the mean whole-lung 129Xe MRI signal) and apparent diffusion coefficient (ADC), a measure of alveolar airspace size, were quantified and compared with pulmonary function test parameters with Spearman statistics. Sixteen patients with LAM had a recent, clinical chest computed tomography (CT) scan available, and cyst ventilation was assessed by thresholding cysts on the CT images and registration to the 129Xe ventilation images.Results: Ventilation deficits were observed in all patients with LAM, including those with normal pulmonary function and few cysts, and the mean VDP was 19.2% (95% confidence interval [CI], 14.8-23.5%). 129Xe VDP was strongly correlated with forced expiratory volume in 1 second (FEV1)/forced vital capacity (FVC) ratio (r = -0.51, P = 0.02) and diffusing capacity of the lung for carbon monoxide (DlCO) (r = -0.60, P = 0.009) but not with FEV1 (r = -0.33, P = 0.13), likely because of the sensitivity of 129Xe MRI to mild LAM disease in patients with normal FEV1. The mean ADC was 0.048 cm2/s (95% CI, 0.042-0.053 cm2/s). In many cases, ADC was elevated relative to previously reported values in adults, and ADC was correlated with FEV1, FEV1/FVC ratio, and DlCO (P ≤ 0.02 for all). Co-registered 129Xe MRI and CT imaging revealed considerable ventilation heterogeneity within individual patients with LAM and across patients with similarly sized cysts.Conclusions: 129Xe MRI provides a means to assess the complex regional ventilation and alveolar airspace size changes of LAM with high sensitivity and may be a clinically useful future tool for screening, managing patients, and measuring treatment efficacy.
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Daccord C, Cottin V, Prévot G, Uzunhan Y, Mornex JF, Bonniaud P, Borie R, Briault A, Collonge-Rame MA, Crestani B, Devouassoux G, Freynet O, Gondouin A, Hauss PA, Khouatra C, Leroy S, Marchand-Adam S, Marquette C, Montani D, Naccache JM, Nadeau G, Poulalhon N, Reynaud-Gaubert M, Salaun M, Wallaert B, Cordier JF, Faouzi M, Lazor R. Lung function in Birt-Hogg-Dubé syndrome: a retrospective analysis of 96 patients. Orphanet J Rare Dis 2020; 15:120. [PMID: 32448321 PMCID: PMC7245949 DOI: 10.1186/s13023-020-01402-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 05/06/2020] [Indexed: 12/21/2022] Open
Abstract
Background Birt-Hogg-Dubé syndrome (BHD) is a rare autosomal dominant disorder caused by mutations in the FLCN gene coding for folliculin. Its clinical expression includes cutaneous fibrofolliculomas, renal tumors, multiple pulmonary cysts, and recurrent spontaneous pneumothoraces. Data on lung function in BHD are scarce and it is not known whether lung function declines over time. We retrospectively assessed lung function at baseline and during follow-up in 96 patients with BHD. Results Ninety-five percent of BHD patients had multiple pulmonary cysts on computed tomography and 59% had experienced at least one pneumothorax. Mean values of forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), FEV1/FVC ratio, and total lung capacity were normal at baseline. Mean (standard deviation) residual volume (RV) was moderately increased to 116 (36) %pred at baseline, and RV was elevated > 120%pred in 41% of cases. Mean (standard deviation) carbon monoxide transfer factor (DLco) was moderately decreased to 85 (18) %pred at baseline, and DLco was decreased < 80%pred in 33% of cases. When adjusted for age, gender, smoking and history of pleurodesis, lung function parameters did not significantly decline over a follow-up period of 6 years. Conclusions Cystic lung disease in BHD does not affect respiratory function at baseline except for slightly increased RV and reduced DLco. No significant deterioration of lung function occurs in BHD over a follow-up period of 6 years.
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Affiliation(s)
- C Daccord
- Service de pneumologie, Centre hospitalier universitaire vaudois, Université de Lausanne, Rue du Bugnon 46, CH-1011, Lausanne, Switzerland
| | - V Cottin
- Service de pneumologie, Centre national coordinateur de référence des maladies pulmonaires rares, hôpital Louis Pradel, Hospices Civils de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, UMR754 INRA, IVPC, Lyon, France
| | - G Prévot
- Service de pneumologie, Centre hospitalier universitaire de Toulouse, Toulouse, France
| | - Y Uzunhan
- Service de pneumologie, Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, INSERM UMR 1272, Université Paris 13, Bobigny, France
| | - J F Mornex
- Service de pneumologie, Centre national coordinateur de référence des maladies pulmonaires rares, hôpital Louis Pradel, Hospices Civils de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, UMR754 INRA, IVPC, Lyon, France
| | - P Bonniaud
- Service de Pneumologie et Soins Intensifs Respiratoires, Centre hospitalier universitaire Dijon/Bourgogne, Université Bourgogne-Franche Comté, INSERM U123-1, Dijon, France
| | - R Borie
- Service de pneumologie, Assistance Publique Hôpitaux de Paris, Hôpital Bichat - Claude Bernard, Paris, France
| | - A Briault
- Service de pneumologie, Centre hospitalier universitaire de Grenoble, Grenoble, France
| | - M A Collonge-Rame
- Service de génétique biologique - histologie, UF cytogénétique, UF consultations d'oncogénétique, Centre hospitalier universitaire de Besançon, Besançon, France
| | - B Crestani
- Service de pneumologie, Assistance Publique Hôpitaux de Paris, Hôpital Bichat - Claude Bernard, Paris, France
| | - G Devouassoux
- Service de pneumologie, Hospices Civils de Lyon, Hôpital de la Croix-Rousse, Lyon, France
| | - O Freynet
- Service de pneumologie, Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, INSERM UMR 1272, Université Paris 13, Bobigny, France
| | - A Gondouin
- Service de pneumologie, Centre hospitalier universitaire de Besançon, Besançon, France
| | - P A Hauss
- Centre hospitalier intercommunal Elbeuf - Louviers - Val de Reuil, Elbeuf, France
| | - C Khouatra
- Service de pneumologie, Centre national coordinateur de référence des maladies pulmonaires rares, hôpital Louis Pradel, Hospices Civils de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, UMR754 INRA, IVPC, Lyon, France
| | - S Leroy
- Service de pneumologie, Université Côte d'Azur, Centre hospitalier universitaire de Nice, CNRS, INSERM, FHU OncoAge, Nice, France
| | - S Marchand-Adam
- Service de pneumologie, Centre hospitalier universitaire de Tours, Tours, France
| | - C Marquette
- Service de pneumologie, Université Côte d'Azur, Centre hospitalier universitaire de Nice, CNRS, INSERM, FHU OncoAge, Nice, France
| | - D Montani
- Service de Pneumologie, Université Paris-Sud, Assistance Publique Hôpitaux de Paris, INSERM UMR S999, Hôpital de Bicêtre, Le Kremlin Bicêtre, France
| | - J M Naccache
- Service de Pneumologie, Site constitutif du Centre de référence des maladies pulmonaires rares OrphaLung, Assistance Publique Hôpitaux de Paris, Hôpital Tenon, Paris, France
| | - G Nadeau
- Centre hospitalier Métropole Savoie, UF de Génétique chromosomique, Chambéry, France
| | - N Poulalhon
- Service de dermatologie, Hospices Civils de Lyon, Centre hospitalier Lyon-Sud, Lyon, France
| | - M Reynaud-Gaubert
- Service de pneumologie, Centre de compétences des maladies pulmonaires rares, Assistance Publique Hôpitaux de Marseille, Centre hospitalier universitaire de Marseille, Aix Marseille Université, Marseille, France
| | - M Salaun
- Service de pneumologie, Centre hospitalier universitaire de Rouen, Rouen, France
| | - B Wallaert
- Service de pneumologie, Centre hospitalier universitaire de Lille, Lille, France
| | - J F Cordier
- Service de pneumologie, Centre national coordinateur de référence des maladies pulmonaires rares, hôpital Louis Pradel, Hospices Civils de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, UMR754 INRA, IVPC, Lyon, France
| | - M Faouzi
- Division de biostatistique, Centre universitaire de médecine générale et santé publique (Unisanté), Université de Lausanne, Lausanne, Switzerland
| | - R Lazor
- Service de pneumologie, Centre hospitalier universitaire vaudois, Université de Lausanne, Rue du Bugnon 46, CH-1011, Lausanne, Switzerland.
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10
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Ko Y, Asakawa K, Tobino K, Oguma T, Hirai T, Takada T, Takahashi K, Seyama K. Quantitative analysis of computed tomography of the lungs in patients with lymphangioleiomyomatosis treated with sirolimus. Heliyon 2020; 6:e03345. [PMID: 32072050 PMCID: PMC7011043 DOI: 10.1016/j.heliyon.2020.e03345] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 05/03/2019] [Accepted: 01/30/2020] [Indexed: 01/30/2023] Open
Abstract
Objectives We aimed to study sirolimus-related lung parenchymal changes by quantitative analysis of computed tomography (CT) of the lungs in patients with lymphangioleiomyomatosis (LAM). Methods We studied 20 participants from the Multicenter Lymphangioleiomyomatosis Sirolimus Trial for Safety study, who had undergone both thin-section CT scans and pulmonary function tests at baseline, 12, and 24 months. Quantitative CT parameters such as CT-derived total lung capacity, percentage of low attenuation area (LAA%), lung density histogram, fractal property of low attenuation area, and airway dimensions were analyzed, and correlations were conducted between the longitudinal change in each quantitative CT measurement and changes in pulmonary function were examined. Among 20 participants, pre-trial (n = 8) and post-trial (n = 16) CT data were also analyzed to deduce pathophysiologic implications of the serial changes in CT parameters during trial periods. Results FEV1 significantly increased from baseline to 24 months (slope 3.71 ± 1.50 ml/month) whereas FVC didn't during sirolimus therapy. Strikingly, LAA%, and skewness and kurtosis of density histogram significantly increased from baseline to 24 months, while mean and mode CT values significantly decreased from baseline to 24 months. Statistically significant positive correlations were found between ΔFEV1 and Δskewness (r = 0.465, p = 0.045). Taking the changes in lung density during pre-trial period into consideration, sirolimus decreases the area of -800 to -750 Housefield unit (HU) density and inhibits the decrease of -950 to -800 HU area during treatment, then producing the increased LAA% during the trial and post-trial periods. Given few sirolimus-related changes in airway dimensions, possible changes in lung mechanics may have contributed to increased FEV1. Conclusion Our study suggests that the lung density histogram parameters, kurtosis, and skewness, may be useful as indicators of the efficacy of sirolimus.
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Affiliation(s)
- Yuki Ko
- Division of Respiratory Medicine, Iizuka Hospital, Yoshio-Machi 3-83, Iizuka-Shi, Fukuoka 820-8505, Japan.,Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Hongo 3-1-3, Bunkyo-Ku, Tokyo 113-8421, Japan
| | - Katsuaki Asakawa
- Bioscience Medical Research Center, Niigata University Medical and Dental Hospital, Asahi-Dori 1-754, Chyuo-Ku, Niigata, 951-8520, Japan
| | - Kazunori Tobino
- Division of Respiratory Medicine, Iizuka Hospital, Yoshio-Machi 3-83, Iizuka-Shi, Fukuoka 820-8505, Japan.,Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Hongo 3-1-3, Bunkyo-Ku, Tokyo 113-8421, Japan
| | - Tsuyoshi Oguma
- Division of Respiratory Medicine, Kyoto University Faculty of Medicine and Graduate School of Medicine, Kawara-Machi 54, Seigoin, Sakyo-Ku, Kyoto 606-8507, Japan
| | - Toyohiro Hirai
- Division of Respiratory Medicine, Kyoto University Faculty of Medicine and Graduate School of Medicine, Kawara-Machi 54, Seigoin, Sakyo-Ku, Kyoto 606-8507, Japan
| | - Toshinori Takada
- Uonuma Institute of Community Medicine, Niigata University Medical and Dental Hospital, Urasa 4132, Minami-Uonuma, Niigata, 949-7302, Japan
| | - Kazuhisa Takahashi
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Hongo 3-1-3, Bunkyo-Ku, Tokyo 113-8421, Japan
| | - Kuniaki Seyama
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Hongo 3-1-3, Bunkyo-Ku, Tokyo 113-8421, Japan
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11
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Chen A, Karwoski RA, Gierada DS, Bartholmai BJ, Koo CW. Quantitative CT Analysis of Diffuse Lung Disease. Radiographics 2019; 40:28-43. [PMID: 31782933 DOI: 10.1148/rg.2020190099] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Quantitative analysis of thin-section CT of the chest has a growing role in the clinical evaluation and management of diffuse lung diseases. This heterogeneous group includes diseases with markedly different prognoses and treatment options. Quantitative tools can assist in both accurate diagnosis and longitudinal management by improving characterization and quantification of disease and increasing the reproducibility of disease severity assessment. Furthermore, a quantitative index of disease severity may serve as a useful tool or surrogate endpoint in evaluating treatment efficacy. The authors explore the role of quantitative imaging tools in the evaluation and management of diffuse lung diseases. Lung parenchymal features can be classified with threshold, histogram, morphologic, and texture-analysis-based methods. Quantitative CT analysis has been applied in obstructive, infiltrative, and restrictive pulmonary diseases including emphysema, cystic fibrosis, asthma, idiopathic pulmonary fibrosis, hypersensitivity pneumonitis, connective tissue-related interstitial lung disease, and combined pulmonary fibrosis and emphysema. Some challenges limiting the development and practical application of current quantitative analysis tools include the quality of training data, lack of standard criteria to validate the accuracy of the results, and lack of real-world assessments of the impact on outcomes. Artifacts such as patient motion or metallic beam hardening, variation in inspiratory effort, differences in image acquisition and reconstruction techniques, or inaccurate preprocessing steps such as segmentation of anatomic structures may lead to inaccurate classification. Despite these challenges, as new techniques emerge, quantitative analysis is developing into a viable tool to supplement the traditional visual assessment of diffuse lung diseases and to provide decision support regarding diagnosis, prognosis, and longitudinal evaluation of disease. ©RSNA, 2019.
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Affiliation(s)
- Alicia Chen
- From the Department of Radiology (A.C., B.J.B., C.W.K.) and Biomedical Medicine Imaging Resource (R.A.K.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (D.S.G.)
| | - Ronald A Karwoski
- From the Department of Radiology (A.C., B.J.B., C.W.K.) and Biomedical Medicine Imaging Resource (R.A.K.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (D.S.G.)
| | - David S Gierada
- From the Department of Radiology (A.C., B.J.B., C.W.K.) and Biomedical Medicine Imaging Resource (R.A.K.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (D.S.G.)
| | - Brian J Bartholmai
- From the Department of Radiology (A.C., B.J.B., C.W.K.) and Biomedical Medicine Imaging Resource (R.A.K.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (D.S.G.)
| | - Chi Wan Koo
- From the Department of Radiology (A.C., B.J.B., C.W.K.) and Biomedical Medicine Imaging Resource (R.A.K.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (D.S.G.)
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12
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Effects of sirolimus in lymphangioleiomyomatosis patients on lung cysts and pulmonary function: long-term follow-up observational study. Eur Radiol 2019; 30:735-743. [DOI: 10.1007/s00330-019-06412-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 07/12/2019] [Accepted: 08/07/2019] [Indexed: 11/26/2022]
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13
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Lecuelle D, Basille D, Renard C, Saint F, Jounieaux V. Highly effective sirolimus therapy for abdominal lymphangioleiomyoma. Respir Med Res 2019; 75:32-34. [PMID: 31262426 DOI: 10.1016/j.resmer.2019.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Revised: 02/07/2019] [Accepted: 02/11/2019] [Indexed: 10/27/2022]
Affiliation(s)
- D Lecuelle
- Departments of urology and transplantation, university hospital Amiens-Picardie, 80054 Amiens cedex 1, France
| | - D Basille
- Department of respiratory diseases and intensive care unit, university hospital Amiens-Picardie, 80054 Amiens cedex 1, France.
| | - C Renard
- Department of radiology, university hospital Amiens-Picardie, 80054 Amiens cedex 1, France
| | - F Saint
- Departments of urology and transplantation, university hospital Amiens-Picardie, 80054 Amiens cedex 1, France; Research laboratory EPROAD (EA 4669), university Picardie Jules-Verne, 80000 Amiens, France; Biobanque de Picardie, university hospital Amiens-Picardie, 80054 Amiens cedex 1, France
| | - V Jounieaux
- Department of respiratory diseases and intensive care unit, university hospital Amiens-Picardie, 80054 Amiens cedex 1, France
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14
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García-Montero P, del Boz J, Baselga-Torres E, Azaña-Defez JM, Alcaraz-Vera M, Tercedor-Sánchez J, Noguera-Morel L, Vera-Casaño Á. Use of topical rapamycin in the treatment of superficial lymphatic malformations. J Am Acad Dermatol 2019; 80:508-515. [PMID: 30296533 DOI: 10.1016/j.jaad.2018.09.050] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 09/26/2018] [Accepted: 09/30/2018] [Indexed: 12/31/2022]
Abstract
BACKGROUND The superficial lymphatic component of vascular malformations poses a significant treatment challenge. It is responsible for the majority of symptoms presented, and to date, there is no consensus regarding treatment. OBJECTIVE To evaluate the effectiveness of topical rapamycin in treating superficial lymphatic malformations (LM). METHODS A case series study was performed of patients with superficial LM, treated with topical rapamycin. The clinical characteristics of patients and the concentration and application mode of the drug were recorded. The changes in the signs and symptoms observed and associated adverse effects were noted and analyzed. RESULTS The study population consisted of 11 patients of an average age of 10.5 years. All were treated with topical rapamycin: 6 patients with a 1% concentration, 1 with a 0.8% concentration, and 4 with a 0.4% concentration. Changes in the clinical appearance of the lesions were observed in all patients. The associated symptoms, present in 9 of 11 patients, improved in every case. The mean follow-up time was 16.1 months. LIMITATIONS This study is retrospective, with a small sample size and considerable heterogeneity of lesions and treatment approaches. CONCLUSION Treatment with topical rapamycin modifies the clinical appearance and alleviates symptoms of superficial LM.
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Gopalakrishnan V, Yao J, Steagall WK, Avila NA, Taveira-DaSilva AM, Stylianou M, Chen MY, Moss J. Use of CT Imaging to Quantify Progression and Response to Treatment in Lymphangioleiomyomatosis. Chest 2019; 155:962-971. [PMID: 30660784 DOI: 10.1016/j.chest.2019.01.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 12/10/2018] [Accepted: 01/02/2019] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND In lymphangioleiomyomatosis (LAM), infiltration of the lungs with smooth muscle-like LAM cells results in cystic destruction and decline in lung function, effects stabilized by sirolimus therapy. LAM lung disease is followed, in part, by high-resolution CT scans. To obtain further information from these scans, we quantified changes in lung parenchyma by analyzing image "texture." METHODS Twenty-six texture properties were quantified by analyzing the distribution and intensity of pixels with a computer-aided system. Both cross-sectional and longitudinal studies were performed to examine the relationships between texture properties, cyst score (percentage of lung occupied by cysts), FEV1, and diffusion capacity for carbon monoxide (Dlco), and to determine the effect of sirolimus treatment. RESULTS In the cross-sectional study, 18 texture properties showed significant positive correlations with cyst score. Cyst score and 13 of the 18 texture properties showed significant differences in rates of change after sirolimus treatment; 11 also significantly predicted FEV1 and Dlco. CONCLUSIONS Increased cyst score was associated with increased texture degradation near cysts. Sirolimus treatment improved lung texture surrounding cysts and stabilized cyst score. Eleven texture properties were associated with FEV1, Dlco, cyst score, and response to sirolimus. Texture analysis may be valuable in evaluating LAM severity and treatment response.
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Affiliation(s)
- Vissaagan Gopalakrishnan
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD; Rush Medical College, Rush University Medical Center, Chicago, IL
| | - Jianhua Yao
- Radiology and Imaging Sciences Department, National Institutes of Health, Bethesda, MD
| | - Wendy K Steagall
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Nilo A Avila
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD; Radiology Service, Washington DC Veterans Affairs Medical Center, Washington, DC
| | - Angelo M Taveira-DaSilva
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Mario Stylianou
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Marcus Y Chen
- Cardiovascular Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Joel Moss
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD.
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16
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Kato M, Kanehiro Y, Yoshimi K, Kodama Y, Sekiya M, Sato T, Takahashi K, Seyama K. COPD assessment test as a possible tool for evaluating health-related quality of life in lymphangioleiomyomatosis. Respir Investig 2018; 56:480-488. [PMID: 30143460 DOI: 10.1016/j.resinv.2018.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Revised: 07/02/2018] [Accepted: 07/17/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND Lymphangioleiomyomatosis (LAM) is a progressive, cystic lung disease that causes an obstructive ventilatory impairment similar to chronic obstructive pulmonary disease (COPD) and impairs the health-related quality of life (HRQoL). Here, we extended the use of the COPD assessment test (CAT) to patients with chronic respiratory diseases other than COPD. Specifically, the CAT was administered to patients with LAM for the first time. METHODS Using data from 25 patients with LAM at Juntendo University who participated in the Multicenter Lymphangioleiomyomatosis Sirolimus Trial for Safety (MLSTS), we evaluated changes in pulmonary function, responses to HRQoL questionnaires (the CAT, St. George׳s Respiratory Questionnaire [SGRQ], EuroQOL Visual Analogue Scale [EuroQOL-VAS], and Functional Performance Inventory [FPI]), and the association between pulmonary function and HRQoL during a 24-month period of sirolimus treatment. RESULTS Forced expiratory volume in one second (FEV1), forced vital capacity (FVC), and CAT total scores improved over the 24 months of sirolimus treatment (5.33 ± 1.20 ml/month, 2.61 ± 1.16 ml/month, and -0.127 ± 0.022 score/month, respectively), whereas SGRQ total score, EuroQOL-VAS score, and FPI score did not. Most pulmonary functions at baseline were associated with the CAT breathlessness score during the first year. Longitudinal changes in FEV1, FEV1%predicted, or FEV1/FVC correlated significantly with the scores of CAT total, CAT breathlessness, and SGRQ activity. When analyzed by stepwise multivariate regression within a linear mixed-effects model, CAT breathlessness and confidence scores were significantly associated with a change in FEV1 from the baseline value (P = 0.0011, and P = 0.0441). CONCLUSION Our results suggest that the CAT is a useful instrument for assessing HRQoL in sirolimus-treated patients with LAM.
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Affiliation(s)
- Miharu Kato
- Divisions of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
| | - Yumiko Kanehiro
- Clinical Research Center, Juntendo University Hospital, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
| | - Kaku Yoshimi
- Divisions of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
| | - Yuzo Kodama
- Divisions of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
| | - Mitsuaki Sekiya
- Divisions of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
| | - Tadashi Sato
- Divisions of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
| | - Kazuhisa Takahashi
- Divisions of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
| | - Kuniaki Seyama
- Divisions of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8431, Japan.
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Gao N, Zhang T, Ji J, Xu KF, Tian X. The efficacy and adverse events of mTOR inhibitors in lymphangioleiomyomatosis: systematic review and meta-analysis. Orphanet J Rare Dis 2018; 13:134. [PMID: 30107845 PMCID: PMC6092843 DOI: 10.1186/s13023-018-0874-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2018] [Accepted: 07/10/2018] [Indexed: 11/29/2022] Open
Abstract
Background Lymphangioleiomyomatosis (LAM) is a rare lung disease and the mammalian target of the rapamycin (mTOR) inhibitors has been used as an effective therapy. Here we conducted a systematic review and meta-analysis with the aims to quantify the efficacy and safety of mTOR inhibitors in LAM patients. Methods The following databases were searched for clinical trials regarding LAM patients treated with mTOR inhibitors until December 2017: Pubmed, Embase, Cochrane Library and OVID medicine. Random effect models were used for the quantitative analysis. Results Nine eligible studies were included in our systematic review, 7 of which were used for the meta-analysis. In LAM patients, mTOR inhibitors improved forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC) significantly, with the weighted mean difference (WMD) 0.15 L (95%CI: 0.08 to 0.22, P < 0.01, I2 = 0%) and 0.22 L (95%: 0.11 to 0.32, P < 0.01, I2 = 0%) respectively. There was no significant change in neither the diffusing capacity for carbon monoxide (WMD: 0.51 ml/mm Hg/min, 95%CI: -0.48 to 1.49, P = 0.31, I2 = 0%) nor 6-min walking distance (WMD: 5.29 m, 95%CI: -18.01 to 28.59, P = 0.66, I2 = 1%). The weighted partial response rate was 0.68 (95%CI: 0.53 to 0.84, P < 0.01, I2 = 72%) for renal angiomylipoma. The cumulative incidence rates of common safety events were 50, 40, 23, 20 and 19% for oral mucositis, hyperlipidemia, headache, bone marrow suppression, and diarrhea, respectively. And most events were low grade and tolerant. Conclusions In LAM patients, there are improvements of FEV1 and FVC after the application of mTOR inhibitors and over a half achieved the shrinkage of renal angiomyolipoma. Trial registration PROSPERO registration number: CRD42018085470. Registered 22 January 2018. Electronic supplementary material The online version of this article (10.1186/s13023-018-0874-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nannan Gao
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Tengyue Zhang
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Jiadong Ji
- School of Statistics, Shandong University of Finance and Economics, Jinan, China
| | - Kai-Feng Xu
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Xinlun Tian
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
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McCarthy C, Lara Gallego B, Trapnell BC, McCormack FX. Epidemiology of Rare Lung Diseases: The Challenges and Opportunities to Improve Research and Knowledge. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1031:419-442. [PMID: 29214586 DOI: 10.1007/978-3-319-67144-4_24] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Rare lung diseases encompass a broad spectrum of conditions and affect an estimated 1.2-2.5 million people in North America and 1.5-3 million people in Europe. While individual rare lung diseases affect less than 1 in 2000 individuals, collectively they have a significant impact upon the population at large. Hence it is vital to understand firstly the epidemiology and subsequently the pathogenesis and clinical course of these disorders. Through a greater understanding of these aspects of disease, progress can be made in reducing symptoms, containing healthcare costs and utilizing resources efficiently. Furthermore, a greater understanding of the pathobiology of rare lung diseases can inform both the pathogenesis and management of more common pulmonary disorders.In this chapter we review how epidemiological approaches and the utilization of patient registries has improved the knowledge and management of rare lung diseases. We further focus on the epidemiology of several of the more widely known rare pulmonary disorders, including idiopathic pulmonary fibrosis (IPF), cystic fibrosis (CF) and alpha-1 antitrypsin deficiency (AATD). To conclude we describe how patient advocacy groups and foundations have driven advances in research and management of ultra-rare lung diseases, namely, the major strides made in the management and understanding of lymphangioleiomyomatosis (LAM) and pulmonary alveolar proteinosis (PAP).We conclude that the models used to study some of the rarest of diseases may be successfully adopted by other rare and common disease communities, leading to improved care and the possibility of novel therapeutic options.
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Affiliation(s)
- Cormac McCarthy
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Cincinnati, Cincinnati, OH, 45267-0564, USA. .,Translational Pulmonary Science Center Cincinnati Children's Hospital, 3333 Burnet Avenue, CCRF S4621, 45229-3039, Cincinnati, OH, USA. .,Rare Lung Diseases Clinical (RLDC), Cincinnati, OH, USA.
| | - Beatriz Lara Gallego
- Respiratory Medicine Department, Coventry University Hospital, Third Floor, East wing. Clifford Bridge Road, Coventry, CV2 2DX, Warwickshire, UK
| | - Bruce C Trapnell
- Translational Pulmonary Science Center Cincinnati Children's Hospital, 3333 Burnet Avenue, CCRF S4621, 45229-3039, Cincinnati, OH, USA.,Rare Lung Diseases Clinical (RLDC), Cincinnati, OH, USA.,Medicine and Pediatrics, University of Cincinnati College of Medicine, 3333 Burnet Avenue, CCRF R4029, 45229-3039, Cincinnati, OH, USA
| | - Francis X McCormack
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Cincinnati, Cincinnati, OH, 45267-0564, USA
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Abstract
INTRODUCTION Lymphangioleiomyomatosis (LAM) is a destructive lung disease affecting primarily women. LAM is caused by inactivating mutations in the tuberous sclerosis complex (TSC) genes, resulting in hyperactivation of mechanistic/mammalian target of rapamycin complex 1 (mTORC1). Over the past five years, there have been remarkable advances in the diagnosis and therapy of LAM, including the identification of vascular endothelial growth factor D (VEGF-D) as a diagnostic biomarker and the US Food and Drug Administration approval of sirolimus as therapy for LAM. In appropriate clinical situations VEGF-D testing can make lung biopsy unnecessary to diagnose LAM. However, there remains an urgent unmet need for additional biomarkers of disease activity and/or response to therapy. Areas covered: This work reviews VEGF-D, an established LAM biomarker, and discusses emerging biomarkers, including circulating LAM cells, imaging, lipid, and metabolite biomarkers, focusing on those with the highest potential impact for LAM patients. Expert commentary: Ongoing research priorities include the development of validated biomarkers to 1) noninvasively diagnose LAM in women whose VEGF-D levels are not diagnostic, 2) accurately predict the likelihood of disease progression and 3) quantitatively measure disease activity and LAM cell burden. These biomarkers would enable personalized, precision clinical care and fast-track clinical trial implementation, with high clinical impact.
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Affiliation(s)
- Julie Nijmeh
- a Pulmonary and Critical Care Medicine, Department of Medicine , Brigham and Women's Hospital and Harvard Medical School , Boston , MA , USA
| | - Souheil El-Chemaly
- a Pulmonary and Critical Care Medicine, Department of Medicine , Brigham and Women's Hospital and Harvard Medical School , Boston , MA , USA
| | - Elizabeth P Henske
- a Pulmonary and Critical Care Medicine, Department of Medicine , Brigham and Women's Hospital and Harvard Medical School , Boston , MA , USA
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Taveira-DaSilva AM, Moss J. Addressing the challenges of lymphangioleiomyomatosis assessment in the clinic. Expert Opin Orphan Drugs 2017. [DOI: 10.1080/21678707.2017.1400966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Angelo M. Taveira-DaSilva
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Joel Moss
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
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Taveira-DaSilva AM, Jones AM, Julien-Williams P, Stylianou M, Moss J. Long-Term Effect of Sirolimus on Serum Vascular Endothelial Growth Factor D Levels in Patients With Lymphangioleiomyomatosis. Chest 2017; 153:124-132. [PMID: 28533049 DOI: 10.1016/j.chest.2017.05.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Revised: 05/06/2017] [Accepted: 05/09/2017] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Sirolimus reduces serum levels of vascular endothelial growth factor D (VEGF-D); the size of chylous effusions, lymphangioleiomyomas, and angiomyolipomas; and stabilizes lung function in patients with lymphangioleiomyomatosis (LAM). METHODS To determine whether reductions in VEGF-D levels are sustained over time, as well as parallel changes in lung function and lymphatic disease, we evaluated 25 patients with LAM and measured VEGF-D levels, lung function, and extent of lymphatic disease before and during sirolimus therapy. RESULTS Treatment with sirolimus stabilized FEV1 and diffusion capacity for carbon monoxide (Dlco) over a period of 4.5 ± 1.6 years, caused resolution of lymphatic disease, and reduced the size of angiomyolipomas and VEGF-D levels (3,720 ± 3,020 pg/mL to 945 ± 591 pg/mL; P < .0001). Yearly changes in FEV1 % predicted and Dlco % predicted were reduced from -7.4% ± 1.4% to -0.3% ± 0.5% (P < .001) and -6.4% ± 0.9% to -0.4% ± 0.5% (P < .001), respectively. Lower VEGF-D levels correlated with sirolimus therapy (P < .001), but no significant relationship was observed between reduction in VEGF-D levels and FEV1 and Dlco during sirolimus therapy. The magnitude of VEGF-D decline was not related to the effect on lung function. Patients with lymphatic disease had higher serum VEGF-D levels, a greater reduction in VEGF-D levels, and better long-term sustained improvement in lung function during sirolimus therapy than did those without lymphatic disease. CONCLUSIONS Sirolimus therapy stabilizes lung function over many years of therapy while producing a sustained reduction in VEGF-D levels in patients with elevated levels preceding therapy. An association was not demonstrated between the magnitude of VEGF-D decline and the beneficial effect of sirolimus on lung function. Persistent improvement in lung function was observed in patients with lymphatic disease.
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Affiliation(s)
- Angelo M Taveira-DaSilva
- Cardiovascular and Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD.
| | - Amanda M Jones
- Cardiovascular and Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Patricia Julien-Williams
- Cardiovascular and Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Mario Stylianou
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Joel Moss
- Cardiovascular and Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
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22
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Imaging Biomarkers in Lymphangioleiomyomatosis Clinical Trials. A Wolf in Sheep's Clothing? Ann Am Thorac Soc 2016; 13:307-8. [PMID: 26963351 DOI: 10.1513/annalsats.201512-818ed] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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