• Title/Summary/Keyword: Lung, interstitial diseases

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Automated Lung Segmentation on Chest Computed Tomography Images with Extensive Lung Parenchymal Abnormalities Using a Deep Neural Network

  • Seung-Jin Yoo;Soon Ho Yoon;Jong Hyuk Lee;Ki Hwan Kim;Hyoung In Choi;Sang Joon Park;Jin Mo Goo
    • Korean Journal of Radiology
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    • v.22 no.3
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    • pp.476-488
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    • 2021
  • Objective: We aimed to develop a deep neural network for segmenting lung parenchyma with extensive pathological conditions on non-contrast chest computed tomography (CT) images. Materials and Methods: Thin-section non-contrast chest CT images from 203 patients (115 males, 88 females; age range, 31-89 years) between January 2017 and May 2017 were included in the study, of which 150 cases had extensive lung parenchymal disease involving more than 40% of the parenchymal area. Parenchymal diseases included interstitial lung disease (ILD), emphysema, nontuberculous mycobacterial lung disease, tuberculous destroyed lung, pneumonia, lung cancer, and other diseases. Five experienced radiologists manually drew the margin of the lungs, slice by slice, on CT images. The dataset used to develop the network consisted of 157 cases for training, 20 cases for development, and 26 cases for internal validation. Two-dimensional (2D) U-Net and three-dimensional (3D) U-Net models were used for the task. The network was trained to segment the lung parenchyma as a whole and segment the right and left lung separately. The University Hospitals of Geneva ILD dataset, which contained high-resolution CT images of ILD, was used for external validation. Results: The Dice similarity coefficients for internal validation were 99.6 ± 0.3% (2D U-Net whole lung model), 99.5 ± 0.3% (2D U-Net separate lung model), 99.4 ± 0.5% (3D U-Net whole lung model), and 99.4 ± 0.5% (3D U-Net separate lung model). The Dice similarity coefficients for the external validation dataset were 98.4 ± 1.0% (2D U-Net whole lung model) and 98.4 ± 1.0% (2D U-Net separate lung model). In 31 cases, where the extent of ILD was larger than 75% of the lung parenchymal area, the Dice similarity coefficients were 97.9 ± 1.3% (2D U-Net whole lung model) and 98.0 ± 1.2% (2D U-Net separate lung model). Conclusion: The deep neural network achieved excellent performance in automatically delineating the boundaries of lung parenchyma with extensive pathological conditions on non-contrast chest CT images.

A Case of Multicentric Castleman's Disease Presenting with Follicular Bronchiolitis

  • HwangBo, Yup;Cha, Seung-Ick;Lee, Yong Hoon;Lee, So Yeon;Seo, Hyewon;Oh, Serim;Kim, Minjung;Choi, Sun Ha;Park, Tae In;Shin, Kyung-Min
    • Tuberculosis and Respiratory Diseases
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    • v.74 no.1
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    • pp.23-27
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    • 2013
  • Multicentric Castleman's disease (CD) is a rare atypical lymphoproliferative disorder, which is characterized by various systemic manifestations. Some patients with multicentric CD may have concomitant lung parenchymal lesions, for which lymphoid interstitial pneumonia (LIP) is known to be the most common pathologic finding. Follicular bronchiolitis and LIP are considered to be on the same spectrum of the disease. We describe a case of multicentric CD with pulmonary involvement, which was pathologically proven as follicular bronchiolitis.

Comparative evaluation of ultrasonography with clinical respiratory score in diagnosis and prognosis of respiratory diseases in weaned dairy buffalo and cattle calves

  • Hussein, Hussein Awad;Binici, Cagri;Staufenbiel, Rudolf
    • Journal of Animal Science and Technology
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    • v.60 no.12
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    • pp.29.1-29.11
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    • 2018
  • Background: Respiratory troubles have economic impacts in countries where livestock industry is an important segment of the agricultural sector, as well as these problems may cause significant economic losses for bovine producers. Various practical methods are used to assess diseases that affect the bovine respiratory system. Ultrasonography is a noninvasive tool that has been used frequently in diagnosis of various animal diseases. The present study was designed to establish whether thoracic ultrasonography is a diagnostic tool for detection of respiratory troubles in weaned buffalo and cattle calves, as well as to assess its prognostic value in comparison with clinical respiratory scores. Thirty five (15 buffalo and 20 cattle) calves were included. Twelve (6 buffalo and 6 cattle) clinically healthy calves were enrolled as controls. Results: Based on physical examinations, clinical respiratory scores (CRS), ultrasound lung scores (ULS) and postmortem findings, animals were classified into 4 groups as pulmonary emphysema (n = 8), interstitial pulmonary syndrome (n = 7), bronchopneumonia (n = 12), and pleurisy (n = 8). The mean values of CRS and ULS were significantly higher in diseased calves (P < 0.01). In calves with pulmonary emphysema and interstitial syndrome, thoracic ultrasonography revealed numerous comet-tail artifacts, which varied in numbers and imaging features. Furthermore, variable degrees of pulmonary consolidation with alveolograms and bronchograms were noticed in bronchopneumonic calves. In addition, thick irregular or fragmented pleura with pleural effusions and fibrin shreds were imaged in calves with pleurisy. A weak correlation was calculated between CRS and ULS (r = 0.55, P < 0.01). Hematologically, the counts of white blood cells, activities of aspartate aminotransferase and partial tensions of carbon dioxide were significantly increased in all diseased groups. Serum concentrations of total globulins were higher in claves with bronchopneumonia (P < 0.05). The partial tension of oxygen was decreased in all diseased calves (P < 0.05). Conclusions: Thoracic ultrasonography is a diagnostic tool for various lung troubles and assessment the grade and severity of pulmonary diseases, as well as it can be used as a follow-up tool for evaluating the prognosis of respiratory troubles and monitoring the efficacy of therapies.

The Expression of Clara Cell Secretory Protein in BAL Fluid of Patients with Idiopathic Interstitial Pneumonia (특발성 간질성 폐렴 환자의 기관지 폐포 세척액 내의 Clara Cell Secretory Protein 발현에 대한 연구)

  • Um, Sang-Won;Han, Seon-Jin;Choi, Chang-Min;Lee, Chang-Hoon;Yoo, Chul-Gyu;Lee, Choon-Taek;Han, Sung-Koo;Shim, Young-Soo;Kim, Young-Whan
    • Tuberculosis and Respiratory Diseases
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    • v.53 no.2
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    • pp.127-135
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    • 2002
  • Background : Idiopathic interstitial pneumonia is characterized by chronic inflammation and pulmonary fibrosis. The clara cell 10 kD protein (CC10, also designated CC16) is synthesized by the bronchial epithelium and has been suggested to have a potent anti-inflammatory effect. Therefore, CC-10 might be a candidate for controlling the inflammatory events in patients with idiopathic interstitial pneumonia. The aim of this study was to determine if the degrees of pulmonary fibrosis in idiopathic interstitial pneumonia is associated with CC-10 in the BAL fluid. Materials and Methods : The BAL fluid was collected from 29 patients and 10 controls. Densitometric analysis of the western blot assay for the CC-10 was subsequently performed. The RI (relative intensity) of each band was compared according to the diagnosis, the radiological degrees of pulmonary fibrosis and the relative proportion of inflammatory cells in the BAL fluid. Results : There were no differences in the CC-10 expression levels in the BAL fluid between the patients (RI $77.5{\pm}75.8%$) and the controls ($70.7{\pm}39.8%$) (p>0.05). In addition, the degrees of pulmonary fibrosis and airway inflammation in patients with usual interstitial pneumonia were not associated with CC-10 expression in the BAL fluid (p>0.05). Conclusion : This study suggests that CC-10 expression is not associated with the degrees of pulmonary fibrosis in patients with usual interstitial pneumonia.

A Case of Interstitial Pneumonitis developed by Interferon-${\alpha}$ Treatment for Chronic Hepatitis C (만성 C형 간염 환자에서 Interferon-${\alpha}$를 투여중 발생한 간질성 폐렴 1예)

  • Yoon, Jong Goo;Ahn, Joong Hyun;Ko, Seung Hyeon;Lee, Hyun Seoung;Kwon, Soon Seog;Kim, Young Kyoon;Moon, Hwa Sik;Park, Sung Hak;Song, Jeong Sup
    • Tuberculosis and Respiratory Diseases
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    • v.43 no.4
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    • pp.637-644
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    • 1996
  • Interstitial pneumonitis associated with interferon alpha therapy for chronic hepatitis C was first describe6 in 1994 by Kazoo et al In Japan. The mechanism of interstitial pneumonitis developed by interferon alpha was still unknown but immunologic, allergic of direct lung toxicity were suggested. We experienced a case of interstitial pneumonitis developed during interferon alpha therapy for chronic hepatitis C in a 52-year-old male patient. He was treated with 6 million units of interferon alpha intramuscularly 3 times per week for 4 weeks and noted progressive dyspnea and cough. These symptoms were subsided after 6 weeks' discontinuation of interferon alpha therapy. And so, he was retreated with 3 million units of interferon alpha 3 times per week for 8 weeks and felt dyspnea again. He was admitted to our hospital for further evaluation of progressive dyspnea. Arterial blood gas(ABG) values were $PaO_2$ 90.7 mmHg and $PaCO_2$ 31.9 mmHg, and antinuclear antibody(ANA) was negative. A chest X-ray film revealed diffuse reticulo-nodular shadows in bilateral lung fields, suggesting a diagnosis of interstitial pneumonitis. A marked increase in lymphocyte count and suppressor T cell were observed in bronchoalveolar lavage(BAL) fluid. Lymphocyte stimulation test with interferon alpha was positive. Interstitial pneumonitis was confirmed by transbronchial lung biopsy. After discontinuation of interferon alpha, we gave oral steroid in the condition that clinical symptoms were being improved gradually.

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A Case of Interstitial Pneumonitis and Pancytopenia Following the Combination Therapy of Pegylated Interferon and Ribavirin (페그-인터페론과 리바비린 병합치료 중 발생한 간질성 폐렴 및 범혈구 감소증 1예)

  • Suh, Ji-Hyun;Hahn, Sung-Hwahn;Lee, Ji-Eun;Han, Jin-Hyung;Kim, Kyung-Mook;Kim, Doh-Hyung;Kim, Yon-Seop;Park, Jae-Suk;Jee, Young-Koo
    • Tuberculosis and Respiratory Diseases
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    • v.70 no.1
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    • pp.69-73
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    • 2011
  • The combination therapy of pegylated interferon and ribavirin is the mainstay of treatment for chronic hepatitis C patients. Anti-viral therapy is commonly associated with side effects such as headache, fever, myalgia, and arthralgia. However, anti-viral therapy can continue because these side effects are mostly mild and can be improved with supportive management. Anti-viral therapy should be stopped promptly if serious side effects, such as interstitial pneumonitis or hemolytic anemia occur, although those serious side effects are rare. There were a few case reports of interferon-related interstitial pneumonitis worldwide. In Korea, one atypical case report of interstitial pneumonitis has been reported, which followed the combination therapy of interferon-alpha and ribavirin in a patient with chronic hepatitis C. We present a case of interstitial pneumonitis and pancytopenia following the combination therapy of pegylated interferon and ribavirin in a patient with chronic hepatitis C.

The Effects of Astragali Radix on Bleomycin-induced Lung Fibrosis (황기가 C57BL/6J 생쥐의 Bleomycin유발 폐섬유화에 미치는 영향)

  • 이경희;정희재;정승기;윤유식;이형구
    • The Journal of Korean Medicine
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    • v.25 no.2
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    • pp.41-50
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    • 2004
  • Backgrounds & Objectives: Many acute and chronic lung disorders with variable degrees of pulmonary inflammation and fibrosis are collectively referred to as interstitial lung diseases. Idiopathic pulmonary fibrosis (IPF) is one of several idiopathic interstitial pneumonias with the pathogenesis unclear. Astragali Radix is known to inhibit the Th2 immune response. The effects of Astragali Radix on bleomycin-induced lung fibrosis were evaluated. Materials and Methods: Astragali Radix extract was daily given to the normal rats, control (bleomycin) and treated (bleomycin and Astragali Radix extract, 24.0 mg/10g body weight) rats for 14 days. After 14 days, we observed the change of total leukocyte count and percentage, IFN-gamma and IL-4 in BALF (Bronchoalveolar lavage fluid), and of semiquantitative histological index (SHI). Results: Compared to the control group, Astragali Radix decreased total leukocyte count (p<0.05), lymphocyte (p<0.05), neutrophil (no significance) percentage, SHI (p<0.05), IFN-gamma and IL-4 (p<0.05). Otherwise, macrophage percentage was increased (p<0.01). Conclusion: This study showed that Astragali Radix reduced the incidence of inflammatory cells and cytokines and prevented the fibrosis of tissue in bleomycin-induced lung fibrosis rats.

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Early Detection of the Acute Exacerbation of Interstitial Pneumonia after the Surgical Resection of Lung Cancer by Planned Chest Computed Tomography

  • Oyama, Kunihiro;Kanzaki, Masato;Kondo, Mitsuko;Maeda, Hideyuki;Sakamoto, Kei;Isaka, Tamami;Tamaoki, Jun;Onuki, Takamasa
    • Journal of Chest Surgery
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    • v.50 no.3
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    • pp.177-183
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    • 2017
  • Background: To improve postoperative outcomes associated with interstitial pneumonia (IP) in patients with lung cancer, the management of the postoperative acute exacerbation of IP (PAEIP) was investigated. Methods: Patients with primary lung cancer were considered to be at risk for PAEIP (possible PAEIP) based on a preoperative evaluation. The early phase of this study was from January 2001 to December 2008, and the late phase was from January 2009 to December 2014. In the early phase, chest computed tomography (CT) was performed for patients for whom PAEIP was suspected based on their symptoms, whereas in the late phase, chest CT was routinely performed within a few days postoperatively. The numbers of possible PAEIP cases, actual PAEIP cases, and deaths within 90 days due to PAEIP were compared between both phases. Results: In the early and late phases, surgery was performed in 712 and 617 patients, 31 and 72 possible PAEIP cases were observed, nine and 12 actual PAEIP cases occurred, and the mean interval from the detection of PAEIP to starting treatment was $7.3{\pm}2.3$ and $5.0{\pm}1.8$ days, respectively. Five patients died in the early phase, and one patient died in the late phase. Significantly fewer PAEIP-related deaths were observed in the late phase (p<0.05). Conclusion: Identifying patients at risk for PAEIP by routine postoperative CT examinations led to the early diagnosis and treatment of PAEIP, resulting in the reduction of PAEIP-related mortality.

Asymmetrical diffuse Interstitial Lung Lesions with Multiple Lymphadenopathy (다발성 임파절 이상증을 동반한 비대칭적 폐 간질성 병변)

  • Lee, Kyung Sang;Yang, Suck Chul;Yoon, Ho Joo;Shin, Dong Ho;Park, Sung Soo;Lee, Jung Hee;Kim, Hyuk;Choi, Yo Won;Jeon, Seok Chol
    • Tuberculosis and Respiratory Diseases
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    • v.43 no.4
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    • pp.651-656
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    • 1996
  • We have experienced a case of sarcoidosis appearing asymmetrical diffuse interstitial lung lesions with multiple lymphadenopathy. This patient was a 57 year-old female who had been in good health until 2 months ago. At that time she noted the onset of an exertional dyspnea and weakness. Pulmonary function tests showed moderate obstructive pattern with mild decreased DLco. In the chest CT, multiple lymphadenopathy with small nodular lesions are scattered, and the impression was a metastatic lymph nodes with lymphangitic carcinomatosis. In bronchofiberscopy, we noted luminal narrowing by extrinsic compression in the right middle and lower lobe bronchi. And microscopic examination of by bronchofiberscopic biopsy showed chronic inflammation. Thus we performed subcarinal and tight supraclaviclar lymph nodes aspiration biopsy cytology, and that revealed class 0 and class 1, respectively. Finally, we performed an excisional biopsy for the right scalene lymph node, which revealed the specimen as a noncaseating granuloma. The angiotensin convecting enzyme level was overt two folds compared to normal value. And the patient had negative PPD skin test and hyperglobulinemia. After 18 weeks treatment with prednisone, the signs and symptoms which the patient clad suffered from, disappeared.

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A Case of Pulmonary MALT Lymphoma Arising from Lymphocytic Interstitial Pneumonitis

  • Park, Ki Hoon;Kwon, Soon Seog;Chung, Myung Hee;Kim, Jeana;Lee, Hee Jung;Min, Ji-Won;Kim, Yong Hyun
    • Tuberculosis and Respiratory Diseases
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    • v.73 no.2
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    • pp.115-121
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    • 2012
  • Pulmonary mucosa-associated lymphoid tissue-derived (MALT) lymphoma is a rare disease. This disorder is considered to be a model of antigen-driven lymphoma, which is driven either by autoantigens or by chronic inflammatory conditions. Low-grade B-cell MALT lymphoma may develop from a nonneoplastic pulmonary lymphoproliferative disorder, such as lymphocytic interstitial pneumonitis (LIP). A recent estimate predicts that less than 5% of LIP patients acquire malignant, low-grade, B-cell lymphoma. In Korea, there has been no previous report of malignant low-grade, B-cell lymphoma, acquired from LIP. Here, we present the case of a patient with LIP that developed into pulmonary MALT lymphoma, six years after diagnosis.