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Zhu D, Dai H, Zhu H, Fang Y, Zhou H, Yang Z, Chu S, Xi Q. Identification of frequent acute exacerbations phenotype in COPD patients based on imaging and clinical characteristics. Respir Med 2023; 209:107150. [PMID: 36758904 DOI: 10.1016/j.rmed.2023.107150] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/04/2023] [Accepted: 02/07/2023] [Indexed: 02/11/2023]
Abstract
BACKGROUND Chronic obstructive pulmonary disease (COPD) is a common disease with high morbidity, with acute exacerbations manifesting as a worsening of respiratory symptoms. This study aimed to identify the frequent acute exacerbation phenotype in patients with COPD based on imaging and clinical characteristics. METHODS Patients with COPD (n = 201) were monitored for acute exacerbations one year after their initial hospital admission and further divided into frequent and non-frequent exacerbation groups according to the frequency and severity of acute exacerbations. All patients underwent high resolution CT scans and low attenuation area less than -950Hu (LAA-950) in the whole lung was measured. Differences in visual subtypes, LAA-950, and clinical basic characteristics were compared between groups. The clinical factors influencing frequent exacerbation were determined using binary logistic regression. Finally, based on imaging and clinical factors, the receiver operating characteristic curve was used to identify the phenotype of COPD with frequent acute exacerbations. RESULTS Patients with frequent exacerbations had a larger LAA-950 than those non-frequent exacerbations patients (p<0.001). Frequent acute exacerbations were associated with worsening visual subtypes. Multivariate binary logistic regression illustrated that age, smoking status, BMI, FEV1 pred, and LAA-950 were associated with frequent exacerbations of COPD. The area under the receiver operating characteristic curve for predicting frequent exacerbations based on age, smoking status, BMI, FEV1 pred, and LAA-950 was 0.907 (p<0.001). CONCLUSION The combination of imaging and clinical characteristics reached high diagnostic efficacy in the identification of frequent acute exacerbations in patients with COPD.
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Affiliation(s)
- Dan Zhu
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Huiling Dai
- Department of Pulmonary and Critical Care Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Haiyan Zhu
- Department of Radiology, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Yuang Fang
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Huihui Zhou
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zhangwei Yang
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shuguang Chu
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Qian Xi
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
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Nambu A, Zach J, Kim SS, Jin G, Schroeder J, Kim YI, Bowler R, Lynch DA. Significance of Low-Attenuation Cluster Analysis on Quantitative CT in the Evaluation of Chronic Obstructive Pulmonary Disease. Korean J Radiol 2018; 19:139-146. [PMID: 29354010 PMCID: PMC5768494 DOI: 10.3348/kjr.2018.19.1.139] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 07/02/2017] [Indexed: 11/15/2022] Open
Abstract
Objective To assess clinical feasibility of low-attenuation cluster analysis in evaluation of chronic obstructive pulmonary disease (COPD). Materials and Methods Subjects were 199 current and former cigarette smokers that underwent CT for quantification of COPD and had physiological measurements. Quantitative CT (QCT) measurements included low-attenuation area percent (LAA%) (voxels ≤ -950 Hounsfield unit [HU]), and two-dimensional (2D) and three-dimensional D values of cluster analysis at three different thresholds of CT value (-856, -910, and -950 HU). Correlation coefficients between QCT measurements and physiological indices were calculated. Multivariable analyses for percentage of predicted forced expiratory volume at one second (%FEV1) was performed including sex, age, body mass index, LAA%, and D value had the highest correlation coefficient with %FEV1 as independent variables. These analyses were conducted in subjects including those with mild COPD (global initiative of chronic obstructive lung disease stage = 0-II). Results LAA% had a higher correlation coefficient (-0.549, p < 0.001) with %FEV1 than D values in subjects while 2D D-910HU (-0.350, p < 0.001) revealed slightly higher correlation coefficient than LAA% (-0.343, p < 0.001) in subjects with mild COPD. Multivariable analyses revealed that LAA% and 2D D value-910HU were significant independent predictors of %FEV1 in subjects and that only 2D D value-910HU revealed a marginal p value (0.05) among independent variables in subjects with mild COPD. Conclusion Low-attenuation cluster analysis provides incremental information regarding physiologic severity of COPD, independent of LAA%, especially with mild COPD.
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Affiliation(s)
- Atsushi Nambu
- Department of Radiology, National Jewish Health, Denver, CO 80206, USA.,Department of Radiology, Teikyo University Mizonokuchi Hospital, Kanagawa 213-8507, Japan
| | - Jordan Zach
- Department of Radiology, National Jewish Health, Denver, CO 80206, USA
| | - Song Soo Kim
- Department of Radiology, National Jewish Health, Denver, CO 80206, USA.,Department of Radiology, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon 35015, Korea
| | - Gongyoung Jin
- Department of Radiology, National Jewish Health, Denver, CO 80206, USA.,Department of Radiology, Chonbuk National University Hospital, Jeonju 54907, Korea
| | - Joyce Schroeder
- Department of Radiology, National Jewish Health, Denver, CO 80206, USA.,Department of Radiology and Imaging Sciences, University of Utah Health Sciences, Salt Lake City, UT 84132, USA
| | - Yu-Il Kim
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA.,Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea
| | - Russell Bowler
- Division of Pulmonary Medicine, Department of Medicine, National Jewish Health, Denver, CO 80206, USA
| | - David A Lynch
- Department of Radiology, National Jewish Health, Denver, CO 80206, USA
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Nojiri M, Mizuno S, Nishiki K, Kato R, Nakagawa K, Oikawa T, Iguchi M, Osanai K, Ishizaki T, Toga H. ADRB2 gene polymorphism and emphysema heterogeneity can modulate bronchodilator response in patients with emphysema. Pulm Pharmacol Ther 2017; 48:80-87. [PMID: 28964817 DOI: 10.1016/j.pupt.2017.09.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 09/26/2017] [Accepted: 09/27/2017] [Indexed: 12/12/2022]
Abstract
BACKGROUND Genetic variation in the β2-adrenergic receptor (ADRB2) gene has been thought to have an important role in the differential response to β2-agonist therapy for asthma. However, previous studies have shown little evidence for an association between these ADRB2 variants and the bronchial dilator response (BDR) in chronic obstructive pulmonary disease (COPD) patients. This discrepancy could be explained by differences in the distribution and heterogeneity of pulmonary emphysema in COPD patients, since emphysema distribution and heterogeneity are thought to have a role in pulmonary function in COPD patients. We hypothesized that differences in emphysema distribution and heterogeneity may have masked significant alterations of the bronchodilator response among ADRB2 genotypes in COPD patients in previous studies. METHODS The BDR (induced by 20 μg of procaterol) was measured in 211 patients who had a smoking history of more than 10 pack/years and had undergone chest high resolution computed tomography examination. A low attenuations area (<960 Hounsfield Units) was identified and the emphysema heterogeneity index (EHI%) was calculated with a range in value from -100% to 100%. ADRB2 Arg16Gly genotyping was performed using polymerase chain reaction-restriction fragment length polymorphism analysis. RESULTS The BDR was augmented in patients with homogenous emphysema compared with those with upper-dominant emphysema. In patients carrying the AA genotype of ADRB2, the BDR was significantly increased in patients with upper-dominant emphysema, but not in patients with lower-dominant emphysema. CONCLUSION Combination analysis of ADRB2 Arg16Gly polymorphism and EHI% may predict the effectiveness of β2-adrenergic receptor agonist treatment in patients with COPD and emphysema.
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Affiliation(s)
- Masafumi Nojiri
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Shiro Mizuno
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Kazuaki Nishiki
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Ryo Kato
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Ken Nakagawa
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Taku Oikawa
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Masaharu Iguchi
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Kazuhiro Osanai
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Takeshi Ishizaki
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Hirohisa Toga
- Department of Respiratory Medicine, Kanazawa Medical University, Ishikawa, Japan.
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Yamamoto T, Kadoya N, Sato Y, Matsushita H, Umezawa R, Kubozono M, Ishikawa Y, Kozumi M, Takahashi N, Morishita Y, Katagiri Y, Sato K, Ito K, Takeda K, Jingu K. Prognostic Value of Radiation Pneumonitis After Stereotactic Body Radiotherapy: Effect of Pulmonary Emphysema Quantitated Using CT Images. Clin Lung Cancer 2017; 19:e85-e90. [PMID: 28655592 DOI: 10.1016/j.cllc.2017.05.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 05/28/2017] [Accepted: 05/30/2017] [Indexed: 12/25/2022]
Abstract
BACKGROUND The aim of this study was to determine the prognostic factors of radiation pneumonitis (RP) after stereotactic body radiotherapy (SBRT). PATIENTS AND METHODS A total of 50 patients (36 male and 14 female) were treated with SBRT for 42 primary lung cancers and 8 metastatic lung cancers. SBRT was performed with 48 Gy in 4 fractions to the isocenter or with 40 Gy in 4 fractions covering 95% of the planning target volume. Percentage of low attenuation area (%LAA) was defined as percentage of the lung area with attenuation of -860 Hounsfield units (HU) or lower (%LAA-860) or of -960 HU or lower (%LAA-960). The dosimetric parameter of V20 Gy, which means percentage volume of the lung receiving 20 Gy or more, was recalculated. RP was assessed using Common Terminology Criteria for Adverse Events version 4.0. RESULTS The median follow-up period was 39.0 months (range, 7.2-94.5 months). RP of Grade 0, Grade 1, and Grade 2 to 3 was diagnosed in 11, 29, and 10 patients, respectively. Multivariate analyses (MVA) for Grade 1 showed that higher %LAA-860 and higher %LAA-960 were significantly associated with a lower rate of Grade 1 RP. MVA for Grade 2 to 3 showed that lower Brinkman index and lower lung V20 Gy were significantly associated with a lower rate of Grade 2 to 3 RP, and, in contrast, %LAA-860 and %LAA-960 had no association with Grade 2 to 3 RP. CONCLUSION This result suggests that high %LAA is associated with radiological changes (Grade 1) but that %LAA has no correlation with Grade 2 to 3 RP because symptomatic RP might also be affected by other factors.
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Affiliation(s)
- Takaya Yamamoto
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan.
| | - Noriyuki Kadoya
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yoshinao Sato
- Department of Diagnostic Radiology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Haruo Matsushita
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Rei Umezawa
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Masaki Kubozono
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yojiro Ishikawa
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Maiko Kozumi
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Noriyoshi Takahashi
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yohei Morishita
- Department of Diagnostic Radiology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yu Katagiri
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Kiyokazu Sato
- Radiation Technology, Tohoku University Hospital, Sendai, Japan
| | - Kengo Ito
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Ken Takeda
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Keiichi Jingu
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan
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Matsuura Y, Kawata N, Yanagawa N, Sugiura T, Sakurai Y, Sato M, Iesato K, Terada J, Sakao S, Tada Y, Tanabe N, Suzuki Y, Tatsumi K. Quantitative assessment of cross-sectional area of small pulmonary vessels in patients with COPD using inspiratory and expiratory MDCT. Eur J Radiol 2013; 82:1804-10. [PMID: 23769190 DOI: 10.1016/j.ejrad.2013.05.022] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 03/01/2013] [Accepted: 05/07/2013] [Indexed: 10/26/2022]
Abstract
OBJECTIVES Structural and functional changes in pulmonary vessels are prevalent at the initial stages of chronic obstructive pulmonary disease (COPD). These vascular alterations can be assessed using cross-sectional area (CSA) of small pulmonary vessels. However, neither in non-COPD smokers nor in COPD patients it has been defined whether the structural changes of pulmonary vessels detected by paired inspiratory and expiratory CT scans are associated with emphysematous changes. We quantified the CSA and low attenuation area (LAA) and evaluated the changes in these parameters in the inspiratory and expiratory phases. MATERIALS AND METHODS Fifty consecutive non-COPD smokers and COPD patients were subjected to multi detector-row CT and the percentage of vessels with a CSA less than 5 mm(2) as well as the percentage LAA for total lung area (%CSA<5, %LAA, respectively) were calculated. RESULTS The %CSA<5 correlated negatively with %LAA. The %CSA<5 was lower in COPD patients with emphysema as compared with non-COPD smokers and COPD patients with or without mild emphysema. In addition, the %CSA<5 was lower in the no/mild emphysema subgroup as compared with non-COPD smokers. The respiratory phase change of %CSA<5 in COPD patients was greater than that in non-COPD smokers. CONCLUSION The percentage of small pulmonary vessels decreased as emphysematous changes increase, and this decrease was observed even in patients with no/mild emphysema. Furthermore, respiratory phase changes in CSA were higher in COPD patients than in non-COPD smokers.
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Affiliation(s)
- Yukiko Matsuura
- Department of Respirology, Graduate School of Medicine, Chiba University, Chiba 260-8670 Japan.
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Takahashi M, Yamada G, Koba H, Takahashi H. Classification of Centrilobular Emphysema Based on CT-Pathologic Correlations. Open Respir Med J 2012; 6:155-9. [PMID: 23264837 PMCID: PMC3527991 DOI: 10.2174/1874306401206010155] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Revised: 11/22/2012] [Accepted: 11/26/2012] [Indexed: 11/29/2022] Open
Abstract
Introduction: Centrilobular emphysema (CLE) is recognized as low attenuation areas (LAA) with centrilobular distribution on high-resolution computed tomography. The LAA often exhibit a variety of shape or sharpness of border. This study was performed to elucidate the relationship between morphological features of LAA and pathological findings in CLE. Materials and Methods: The inflated-fixed lungs from 50 patients with CLE (42 males, 8 females; 14 operated, 36 autopsied) were examined by a method of CT-pathologic correlations that consisted of three steps. The first, CT images of the sliced lungs of the inflated-fixed lung specimens were examined on the shape and the peripheral border of each LAA. The second, the sliced lungs were radiographed in contact with high magnification. The third, the surface of the sliced lungs was observed by using stereomicroscopy. The views at low magnification of stereomicroscope were compared with the radiographs and the CT images of the same sample. Results: Using CT-pathologic correlations, LAAs of CLE were classified into three types as follows; round or oval shape with well-defined border (Type A), polygonal or irregular shape with ill-defined border and less than 5 mm in diameter (Type B), and irregular shape with ill-defined border and 5 mm or over in diameter (Type C). Type A, Type B and Type C LAA were mainly related to dilatation of bronchioles, destruction of proximal part of alveolar ducts, and destruction of distal part of alveolar ducts, respectively. Type A, Type B and Type C were dominant LAA in 5 (10%), 29 (58%) and 12 (24%) patients, respectively. However, remained 4 patients (8%) did not show dominant LAA type. Conclusion: Morphological features of LAA in CLE may depend on dilatation or destruction of certain parts of the secondary lobule. Type B LAA was the commonest type in CLE.
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Affiliation(s)
- Mamoru Takahashi
- Third Department of Internal Medicine, Sapporo Medical University, School of Medicine, South-1 West-16, Chuo-ku, Sapporo 060-8543, Japan ; Department of Respirology, NTT East Corporation Sapporo Hospital, South-1 West-15, Chuo-ku, Sapporo 060-0061, Japan
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