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Hu W, Wen F, Zhao M, Li X, Luo P, Jiang G, Yang H, Herth FJF, Zhang X, Zhang Q. Endobronchial Ultrasound-Based Support Vector Machine Model for Differentiating between Benign and Malignant Mediastinal and Hilar Lymph Nodes. Respiration 2024; 103:675-685. [PMID: 39038439 DOI: 10.1159/000540467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 07/10/2024] [Indexed: 07/24/2024] Open
Abstract
INTRODUCTION The aim of the study was to establish an ultrasonographic radiomics machine learning model based on endobronchial ultrasound (EBUS) to assist in diagnosing benign and malignant mediastinal and hilar lymph nodes (LNs). METHODS The clinical and ultrasonographic image data of 197 patients were retrospectively analyzed. The radiomics features extracted by EBUS-based radiomics were analyzed by the least absolute shrinkage and selection operator. Then, we used a support vector machine (SVM) algorithm to establish an EBUS-based radiomics model. A total of 205 lesions were randomly divided into training (n = 143) and validation (n = 62) groups. The diagnostic efficiency was evaluated by receiver operating characteristic (ROC) curve analysis. RESULTS A total of 13 stable radiomics features with non-zero coefficients were selected. The SVM model exhibited promising performance in both groups. In the training group, the SVM model achieved an ROC area under the curve (AUC) of 0.892 (95% CI: 0.885-0.899), with an accuracy of 85.3%, sensitivity of 93.2%, and specificity of 79.8%. In the validation group, the SVM model had an ROC AUC of 0.906 (95% CI: 0.890-0.923), an accuracy of 74.2%, a sensitivity of 70.3%, and a specificity of 74.1%. CONCLUSION The EBUS-based radiomics model can be used to differentiate mediastinal and hilar benign and malignant LNs. The SVM model demonstrated excellent potential as a diagnostic tool in clinical practice.
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Affiliation(s)
- Wenjia Hu
- Department of Ultrasound, Zhengzhou University People's Hospital, Zhengzhou, China
| | - Feifei Wen
- Department of Respiratory and Critical Care Medicine, Zhengzhou University People's Hospital, Zhengzhou, China,
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China,
| | - Mengyu Zhao
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China
| | - Xiangnan Li
- Department of Respiratory and Critical Care Medicine, Zhengzhou University People's Hospital, Zhengzhou, China
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China
| | - Peiyuan Luo
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China
| | - Guancheng Jiang
- Department of Respiratory and Critical Care Medicine, Zhengzhou University People's Hospital, Zhengzhou, China
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China
| | - Huizhen Yang
- Department of Respiratory and Critical Care Medicine, Zhengzhou University People's Hospital, Zhengzhou, China
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China
| | - Felix J F Herth
- Department of Pneumology and Respiratory Care Medicine, Thoraxklinik and Translational Lung Research Center, University of Heidelberg, Heidelberg, Germany
| | - Xiaoju Zhang
- Department of Respiratory and Critical Care Medicine, Zhengzhou University People's Hospital, Zhengzhou, China
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China
- Henan International Joint Laboratory of Diagnosis and Treatment for Pulmonary Nodules, Zhengzhou, China
| | - Quncheng Zhang
- Department of Respiratory and Critical Care Medicine, Zhengzhou University People's Hospital, Zhengzhou, China
- Department of Respiratory and Critical Care Medicine, Henan Provincial People's Hospital, Zhengzhou, China
- Henan International Joint Laboratory of Diagnosis and Treatment for Pulmonary Nodules, Zhengzhou, China
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Deng M, Ye X, Ma J, Xia Y, Zhang Q, Jiang B, Wu J, Wen Q, Zheng Y, Yin Y, Tong R, Zhou G, Yao H, Li X, Herth FJF, Hou G, Wang C. Ultrasonic Elastography-guided Pleural Biopsy for the Diagnosis of Pleural Effusion: A Multicenter Prospective Study of Diagnostic Test Performance. Ann Am Thorac Soc 2023; 20:1242-1249. [PMID: 37098021 DOI: 10.1513/annalsats.202212-1047oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 04/25/2023] [Indexed: 04/26/2023] Open
Abstract
Rationale: The diagnostic yield of traditional ultrasound-guided pleural biopsy remains unsatisfactory, particularly when the pleural thickness is ⩽5 mm and/or no pleural nodules are detected. Pleural ultrasound elastography (UE) has a better diagnostic yield than traditional ultrasound for malignant pleural effusion (MPE). However, studies on UE-guided pleural biopsies are lacking. Objectives: To evaluate the feasibility and safety of UE-guided pleural biopsy. Methods: In this multicenter prospective single-arm trial, patients with pleural effusion whose pleural thickness was ⩽5 mm with no pleural nodules were enrolled between July 2019 and August 2021. The diagnostic yield of UE-guided pleural biopsy for pleural effusion and its sensitivity for detecting MPE were evaluated. Results: Ninety-eight patients (mean age, 62.4 ± 13.2 yr; 65 men) were prospectively enrolled. The diagnostic yield of UE-guided pleural biopsy for making any diagnosis was 92.9% (91/98), and its sensitivity for MPE was 88.7% (55/62). In addition, its sensitivity for pleural tuberculosis was 69.6% (16/23). The rate of postoperative chest pain was acceptable, and there was no pneumothorax. Conclusions: UE-guided pleural biopsy is a novel technique for diagnosing MPE with good diagnostic yield and sensitivity. Clinical trial registered with https://www.chictr.org.cn (ChiCTR2000033572).
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Affiliation(s)
- Mingming Deng
- National Center for Respiratory Medicine
- National Clinical Research Center for Respiratory Diseases
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences
- Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, and
| | - Xianwei Ye
- Department of Pulmonary and Critical Care Medicine and
| | | | - Yang Xia
- Key Laboratory of Respiratory Disease of Zhejiang Province, Department of Respiratory and Critical Care Medicine, and
| | - Qin Zhang
- National Center for Respiratory Medicine
| | - Bin Jiang
- Department of Ultrasound, The First Hospital of China Medical University, Shenyang, China
| | - Jie Wu
- Department of Ultrasound, Guizhou Provincial People's Hospital, Guiyang, China
| | - Qing Wen
- Department of Ultrasound in Medicine, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Yujin Zheng
- Department of Ultrasound, China-Japan Friendship Hospital, Beijing, China
| | - Yan Yin
- Institute of Respiratory Disease and
| | - Run Tong
- National Center for Respiratory Medicine
| | - Guowu Zhou
- National Center for Respiratory Medicine
| | - Hongmei Yao
- Department of Pulmonary and Critical Care Medicine and
| | - Xuelian Li
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China; and
| | - Felix J F Herth
- Department of Pneumology and Critical Care Medicine, Thoraxklinik University of Heidelberg, Heidelberg, Germany
| | - Gang Hou
- National Center for Respiratory Medicine
| | - Chen Wang
- National Center for Respiratory Medicine
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Gürün Kaya A, Doğan D. The evolution of endobronchial ultrasound usage in modern era. Tuberk Toraks 2023; 71:299-307. [PMID: 37740633 PMCID: PMC10795244 DOI: 10.5578/tt.20239711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/24/2023] Open
Abstract
Over the past two decades, endobronchial ultrasound (EBUS) has become a crucial tool for diagnosing pulmonary diseases. The most common indication of EBUS usage is the diagnosis and staging of lung cancer. Additionally, there have been significant improvements in the application of convex probe EBUS in line with the increase in experience and knowledge about EBUS and the developments in medicine and technology. To enhance diagnostic accuracy and acquire larger tissue samples, techniques such as cryo-biopsy guided by endobronchial ultrasound (EBUS) and intranodal forceps biopsy have been developed. Additionally, elastography functionality has been integrated into the EBUS application to improve the assessment of targeted lesions. Moreover, its utilization for evaluating and sampling pulmonary vascular structures has expanded. It has also found applications in guiding intratumoral therapy, positioning fiducial markers, and facilitating the drainage of pleural or pericardial effusions. This review aims to provide an overview of the extended applications of convex probe EBUS beyond its conventional uses.
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Affiliation(s)
- Aslıhan Gürün Kaya
- Department of Chest Diseases, Ankara University Faculty of Medicine, Ankara, Türkiye
| | - Deniz Doğan
- Department of Chest Diseases, University of Health Sciences, Gülhane Faculty of Medicine, Ankara, Türkiye
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Zhi X, Sun X, Chen J, Wang L, Ye L, Li Y, Xie W, Sun J. Combination of 18F-FDG PET/CT and convex probe endobronchial ultrasound elastography for intrathoracic malignant and benign lymph nodes prediction. Front Oncol 2022; 12:908265. [PMID: 35992813 PMCID: PMC9389119 DOI: 10.3389/fonc.2022.908265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 06/27/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundPositron emission tomography–computed tomography (PET/CT) and convex probe endobronchial ultrasound (CP-EBUS) elastography are important diagnostic methods in predicting intrathoracic lymph nodes (LNs) metastasis, but a joint analysis of the two examinations is still lacking. This study aimed to compare the diagnostic efficiency of the two methods and explore whether the combination can improve the diagnostic efficiency in differentiating intrathoracic benign LNs from malignant LNs.Materials and MethodsLNs examined by EBUS-guided transbronchial needle aspiration (EBUS-TBNA) and PET/CT from March 2018 to June 2019 in Shanghai Chest Hospital were retrospectively analyzed as the model group. Four PET/CT parameters, namely, maximal standardized uptake value mean standardized uptake value (SUVmean), SUVmean, metabolic tumor volume (MTV), and tumor lesion glycolysis (TLG); four quantitative elastography indicators (stiff area ratio, mean hue value, RGB, and mean gray value); and the elastography grading score of targeted LNs were analyzed. A prediction model was constructed subsequently and the dataset from July to November 2019 was used to validate the diagnostic capability of the model.ResultsA total of 154 LNs from 135 patients and 53 LNs from 47 patients were enrolled in the model and validation groups, respectively. Mean hue value and grading score were independent malignancy predictors of elastography, as well as SUVmax and TLG of PET/CT. In model and validation groups, the combination of PET/CT and elastography demonstrated sensitivity, specificity, positive and negative predictive values, and accuracy for malignant LNs diagnosis of 85.87%, 88.71%, 91.86%, 80.88%, and 87.01%, and 94.44%, 76.47%, 89.47%, 86.67%, and 88.68%, respectively. Moreover, elastography had better diagnostic accuracies than PET/CT in both model and validation groups (85.71% vs. 79.22%, 86.79% vs. 75.47%).ConclusionEBUS elastography demonstrated better efficiency than PET/CT and the combination of the two methods had the best diagnostic efficacy in differentiating intrathoracic benign from malignant LNs, which may be helpful for clinical application.
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Affiliation(s)
- Xinxin Zhi
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Xiaoyan Sun
- Department of Nuclear Medicine, The Fifth People’s Hospital of Shanghai Fu Dan University, Shanghai, China
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Junxiang Chen
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Lei Wang
- Department of Ultrasound, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Lin Ye
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Ying Li
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Wenhui Xie
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- *Correspondence: Jiayuan Sun, ; Wenhui Xie,
| | - Jiayuan Sun
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
- *Correspondence: Jiayuan Sun, ; Wenhui Xie,
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Tsaknis G, Naeem M, Rathinam S, Caswell A, Haycock J, McKenna J, Reddy RV. Utilization of High-pressure Suction for EBUS-TBNA Sampling in Suspected Lung Cancer. J Bronchology Interv Pulmonol 2022; 29:115-124. [PMID: 34369403 PMCID: PMC8942712 DOI: 10.1097/lbr.0000000000000798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 07/06/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Sample adequacy for immediate molecular testing is paramount in lung cancer. To date, several endobronchial ultrasound with transbronchial needle aspiration (EBUS-TBNA) sampling setups have been evaluated, however, the utilization of high-pressure suction (HPS) has not yet been reported.The aim of this study was to evaluate the utilization of HPS onto the needle and its effect on sample volume and adequacy for molecular testing in patients with suspected lung cancer. METHODS We retrospectively analyzed 128 consecutive EBUS-TBNA performed for suspected lung cancer. This was confirmed in 109 patients. Other diagnoses confirmed in 12, and 7 referred for surgery. Sixty-three patients (89 targets) had HPS (May to September 2020), and compared with 46 (72 targets) who had standard vacuum syringe suction (October 2019 to March 2020). Several parameters and outcomes evaluated, such as number of needle passes, needle strokes, needle size, target size, positron emission tomography avidity, procedure time, blood content score, sample volume, adequacy for molecular testing, as well as baseline patient characteristics and complication rate. RESULTS There was no difference between the 2 groups in all baseline parameters and characteristics. In multivariable analysis, HPS was associated with significantly higher sample volume (11.2 vs. 9.1 mm3, P=0.036) and less additional procedures to achieve full molecular profiling (2/52 vs. 7/40, P=0.042), in necrotic targets of non-small cell lung cancer. Diagnostic yields were comparable. CONCLUSION HPS appears to be simple, no-cost, and safe, promising higher sample volume compared with vacuum syringe suction, and also appears to be associated with higher success of full molecular testing with less additional procedures, in non-small cell lung cancer necrotic targets.
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Affiliation(s)
- George Tsaknis
- Department of Respiratory Medicine, Lung Cancer Service
- Department of Endoscopy, Kettering General Hospital NHS Foundation Trust, Kettering
| | - Muhammad Naeem
- Department of Respiratory Medicine, Lung Cancer Service
- Department of Endoscopy, Kettering General Hospital NHS Foundation Trust, Kettering
| | - Sridhar Rathinam
- Department of Respiratory Medicine, Lung Cancer Service
- Department of Thoracic Surgery, University Hospitals of Leicester, Glenfield Hospital, Leicester, UK
| | - Alison Caswell
- Department of Endoscopy, Kettering General Hospital NHS Foundation Trust, Kettering
| | - Jayne Haycock
- Department of Endoscopy, Kettering General Hospital NHS Foundation Trust, Kettering
| | - Jane McKenna
- Department of Endoscopy, Kettering General Hospital NHS Foundation Trust, Kettering
| | - Raja V. Reddy
- Department of Respiratory Medicine, Lung Cancer Service
- Department of Endoscopy, Kettering General Hospital NHS Foundation Trust, Kettering
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Zhi X, Li J, Chen J, Wang L, Xie F, Dai W, Sun J, Xiong H. Automatic Image Selection Model Based on Machine Learning for Endobronchial Ultrasound Strain Elastography Videos. Front Oncol 2021; 11:673775. [PMID: 34136402 PMCID: PMC8201408 DOI: 10.3389/fonc.2021.673775] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 05/10/2021] [Indexed: 12/25/2022] Open
Abstract
Background Endoscopic ultrasound (EBUS) strain elastography can diagnose intrathoracic benign and malignant lymph nodes (LNs) by reflecting the relative stiffness of tissues. Due to strong subjectivity, it is difficult to give full play to the diagnostic efficiency of strain elastography. This study aims to use machine learning to automatically select high-quality and stable representative images from EBUS strain elastography videos. Methods LNs with qualified strain elastography videos from June 2019 to November 2019 were enrolled in the training and validation sets randomly at a quantity ratio of 3:1 to train an automatic image selection model using machine learning algorithm. The strain elastography videos in December 2019 were used as the test set, from which three representative images were selected for each LN by the model. Meanwhile, three experts and three trainees selected one representative image severally for each LN on the test set. Qualitative grading score and four quantitative methods were used to evaluate images above to assess the performance of the automatic image selection model. Results A total of 415 LNs were included in the training and validation sets and 91 LNs in the test set. Result of the qualitative grading score showed that there was no statistical difference between the three images selected by the machine learning model. Coefficient of variation (CV) values of the four quantitative methods in the machine learning group were all lower than the corresponding CV values in the expert and trainee groups, which demonstrated great stability of the machine learning model. Diagnostic performance analysis on the four quantitative methods showed that the diagnostic accuracies were range from 70.33% to 73.63% in the trainee group, 78.02% to 83.52% in the machine learning group, and 80.22% to 82.42% in the expert group. Moreover, there were no statistical differences in corresponding mean values of the four quantitative methods between the machine learning and expert groups (p >0.05). Conclusion The automatic image selection model established in this study can help select stable and high-quality representative images from EBUS strain elastography videos, which has great potential in the diagnosis of intrathoracic LNs.
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Affiliation(s)
- Xinxin Zhi
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Jin Li
- School of Electronic Information & Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Junxiang Chen
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Lei Wang
- Department of Ultrasound, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Fangfang Xie
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Wenrui Dai
- School of Electronic Information & Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Jiayuan Sun
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Hongkai Xiong
- School of Electronic Information & Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
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Clementsen PF, Bodtger U, Konge L, Christiansen IS, Nessar R, Salih GN, Kolekar S, Meyer CN, Colella S, Jenssen C, Herth F, Hocke M, Dietrich CF. Diagnosis and staging of lung cancer with the use of one single echoendoscope in both the trachea and the esophagus: A practical guide. Endosc Ultrasound 2021; 10:325-334. [PMID: 33666182 PMCID: PMC8544013 DOI: 10.4103/eus-d-20-00139] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Accurate staging of non-small cell lung cancer (NSCLC) is crucial for allocation to surgical, medical or multimodal treatment. EUS and endobronchial ultrasound (EBUS) have gained ground in the diagnosis and staging of lung cancer in addition to radiological imaging (e.g., computed tomography, fluoroscopy, and magnetic resonance imaging), nuclear medicine techniques (e.g. positron emission tomography, PET), combined techniques (e.g., fluorodesoxyglucosepositron emission tomography scanning), and sonographic imaging including conventional transcutaneous mediastinal and lung ultrasound. By using one single echoendoscope in both the trachea and the esophagus, surgical staging procedures (e.g. mediastinoscopy and video assisted thoracoscopy) can be avoided in a considerable proportion of patients with NSCLC.
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Affiliation(s)
- Paul Frost Clementsen
- Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde; Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Uffe Bodtger
- Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde; Department of Respiratory Medicine, Næstved Hospital, Næstved; Institute for Regional Health Research, University of Southern Denmark, Odense C, Denmark
| | - Lars Konge
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Ida Skovgaard Christiansen
- Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Rafi Nessar
- Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde, Denmark
| | - Goran Nadir Salih
- Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde, Denmark
| | - Shailesh Kolekar
- Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde, Denmark
| | - Christian Niels Meyer
- Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Sara Colella
- Pulmonology Unit, "C.G. Mazzoni" Hospital, Ascoli Piceno, Italy
| | - Christian Jenssen
- Department of Internal Medicine, Krankenhaus Märkisch-Oderland, Strausberg; Brandenburg Institute for Clinical Ultrasound, Neuruppin, Germany
| | - Felix Herth
- Department of Pneumology and Critical Care Medicine, Thoraxklinik, University of Heidelberg and Translational Lung Research Center Heidelberg Heidelberg, Germany
| | - Michael Hocke
- Medical Department, Helios Klinikum Meiningen, Germany
| | - Christoph Frank Dietrich
- Department Allgemeine Innere Medizin (DAIM), Kliniken Hirslanden Beau Site, Salem und Permanence, Bern, Switzerland
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Wu J, Wu C, Zhou C, Zheng W, Li P. Recent advances in convex probe endobronchial ultrasound: a narrative review. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:419. [PMID: 33842640 PMCID: PMC8033319 DOI: 10.21037/atm-21-225] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Convex probe endobronchial ultrasound (CP-EBUS) has been widely used in the lymph node staging and restaging of lung tumors and the diagnosis of mediastinal diseases. Recent years have seen continuous progress in this technology. For diagnosis, elastography technology can preliminarily distinguish between benign and malignant lesions, so that reduce the number of punctures. CP-EBUS can also be used as an endoscopic ultrasound (EUS) to guide needle aspirations of liver lesions, retroperitoneal lymph nodes and left adrenal gland (LAG) lesions sometimes. Some advances help diagnosing more accurately and effectively, such as the intranodal forceps biopsy (IFB), the new type of 22G needle, the rapid on-site evaluation (ROSE) and the cancer gene methylation, etc. In addition, special advances are being made in diagnosis using artificial intelligence (AI). For treatment, CP-EBUS has yielded novel research results when applied to transbronchial needle injection (TBNI) and radioactive seed implantation in clinical cases, and blocking of the cardiac plexus in animal studies. The next-generation CP-EBUS is also ready for use in the clinic and the technology will be improving continuously. Through this review, we hope to educate clinicians on the latest uses of CP-EBUS and open up further research ideas for readers interested in this technology.
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Affiliation(s)
- Jian Wu
- Department of Anesthesiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Cen Wu
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, China
| | - Chuming Zhou
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, China
| | - Wei Zheng
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, China
| | - Peng Li
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, China
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Li J, Zhi X, Chen J, Wang L, Xu M, Dai W, Sun J, Xiong H. Deep learning with convex probe endobronchial ultrasound multimodal imaging: A validated tool for automated intrathoracic lymph nodes diagnosis. Endosc Ultrasound 2021; 10:361-371. [PMID: 33565422 PMCID: PMC8544010 DOI: 10.4103/eus-d-20-00207] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background and Objectives: Along with the rapid improvement of imaging technology, convex probe endobronchial ultrasound (CP-EBUS) sonographic features play an increasingly important role in the diagnosis of intrathoracic lymph nodes (LNs). Conventional qualitative and quantitative methods for EBUS multimodal imaging are time-consuming and rely heavily on the experience of endoscopists. With the development of deep-learning (DL) models, there is great promise in the diagnostic field of medical imaging. Materials and Methods: We developed DL models to retrospectively analyze CP-EBUS images of 294 LNs from 267 patients collected between July 2018 and May 2019. The DL models were trained on 245 LNs to differentiate benign and malignant LNs using both unimodal and multimodal CP-EBUS images and independently evaluated on the remaining 49 LNs to validate their diagnostic efficiency. The human comparator group consisting of three experts and three trainees reviewed the same test set as the DL models. Results: The multimodal DL framework achieves an accuracy of 88.57% (95% confidence interval [CI] [86.91%–90.24%]) and area under the curve (AUC) of 0.9547 (95% CI [0.9451–0.9643]) using the three modes of CP-EBUS imaging in comparison to the accuracy of 80.82% (95% CI [77.42%–84.21%]) and AUC of 0.8696 (95% CI [0.8369–0.9023]) by experts. Statistical comparison of their average receiver operating curves shows a statistically significant difference (P < 0.001). Moreover, the multimodal DL framework is more consistent than experts (kappa values 0.7605 vs. 0.5800). Conclusions: The DL models based on CP-EBUS imaging demonstrated an accurate automated tool for diagnosis of the intrathoracic LNs with higher diagnostic efficiency and consistency compared with experts.
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Affiliation(s)
- Jin Li
- School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Xinxin Zhi
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Junxiang Chen
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Lei Wang
- Department of Ultrasound, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Mingxing Xu
- School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Wenrui Dai
- School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Jiayuan Sun
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Hongkai Xiong
- School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
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Zhi X, Chen J, Xie F, Sun J, Herth FJF. Diagnostic value of endobronchial ultrasound image features: A specialized review. Endosc Ultrasound 2021; 10:3-18. [PMID: 32719201 PMCID: PMC7980684 DOI: 10.4103/eus.eus_43_20] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) technology is important in the diagnosis of intrathoracic benign and malignant lymph nodes (LNs). With the development of EBUS imaging technology, its role in noninvasive diagnosis, as a supplement to pathology diagnosis, has been given increasing attention in recent years. Many studies have explored qualitative and quantitative methods for the three EBUS modes, as well as a variety of multimodal analysis methods, to find the optimal method for the noninvasive diagnosis using EBUS for LNs. Here, we review and comment on the research methods and predictive diagnostic value, discuss the existing problems, and look ahead to the future application of EBUS imaging.
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Affiliation(s)
- Xinxin Zhi
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai; Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Junxiang Chen
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai; Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Fangfang Xie
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai; Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Jiayuan Sun
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai; Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai; Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Felix J F Herth
- Department of Pneumology and Critical Care Medicine, Thoraxklinik, University of Heidelberg, Heidelberg, Germany
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Fang S, Chang L, Chen F, Mao X, Gu W. Endobronchial Ultrasound Elastography Combined With Computed Tomography in Differentiating Benign from Malignant Intrathoracic Lymph Nodes. Surg Innov 2020; 28:590-599. [PMID: 33339487 DOI: 10.1177/1553350620978027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Objective. This study was to combine endobronchial ultrasound elastography (UE) with computed tomography (CT) to identify benign and malignant thoracic lymph nodes (LNs) more objectively and accurately. Methods. A total of 42 patients with intrathoracic lymphadenopathy required for endobronchial ultrasound with real-time guided transbronchial needle aspiration (EBUS-TBNA) examination were enrolled. All patients were examined by enhanced chest CT, B-mode ultrasound, and endobronchial ultrasound (EBUS)-guided elastography before EBUS-TBNA. Each lymph node was assessed by describing the characteristics of CT image (short diameter, texture, shape, boundary, and mean CT value), B-mode ultrasound (short diameter, echo characteristic, shape, and boundary), and elastography (image type, grading score, strain rate, and blue area ratio). The pathological results were used as the gold standard. The characteristics were compared alone and in combination between benign and malignant LNs. Results. The blue area ratio of elastography combined with CT had better diagnostic value in differentiating benign and malignant LNs than elastography alone, with the accuracy, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) being 92%, 96%, 80%, 94%, and 86% vs 81%, 77%, 93%, 97%, and 56%, respectively. Elastography combined with B-mode ultrasound and CT characteristics showed the highest diagnostic value. Accuracy, sensitivity, specificity, PPV, and NPV were all 100%. Conclusions. Endobronchial UE combined with CT and B-mode ultrasound imaging shows a greater diagnostic value in differentiating benign and malignant intrathoracic LNs than either imaging alone.
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Affiliation(s)
- Surong Fang
- Department of Respiratory Medicine, 385685Nanjing First Hospital, Affiliated to Nanjing Medical University, China
| | - Ligong Chang
- Department of Respiratory Medicine, 385685Nanjing First Hospital, Affiliated to Nanjing Medical University, China
| | - Feifei Chen
- Department of Respiratory Medicine, 385685Nanjing First Hospital, Affiliated to Nanjing Medical University, China
| | - Xiaoming Mao
- Department of Endocrinology Medicine, 385685Nanjing First Hospital, Affiliated to Nanjing Medical University, China
| | - Wei Gu
- Department of Respiratory Medicine, 385685Nanjing First Hospital, Affiliated to Nanjing Medical University, China
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12
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Zhi X, Wang L, Chen J, Zheng X, Li Y, Sun J. Scoring model of convex probe endobronchial ultrasound multimodal imaging in differentiating benign and malignant lung lesions. J Thorac Dis 2020; 12:7645-7655. [PMID: 33447457 PMCID: PMC7797845 DOI: 10.21037/jtd-2020-abpd-005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background Convex probe endobronchial ultrasound images can reflect the morphology, blood flow status and stiffness of the lesions. Endobronchial ultrasound multimodal imaging has great value for the diagnosis of intrathoracic lymph nodes. This study aimed to analyze the application of endobronchial ultrasound multimodal imaging on lung lesions. Methods Patients undergoing endobronchial ultrasound-guided transbronchial needle aspiration in Shanghai Chest Hospital from July 2018 to December 2019 were retrospectively enrolled. Nine grayscale features (long and short axes, margin, shape, lobulation sign, echogenicity, necrosis, liquefaction, calcification, and air-bronchogram), blood flow volume and elastography five-score method were analyzed to explore the best diagnostic method. The gold standard for diagnosing lesions depends on the histological and cytopathological findings of endobronchial ultrasound-guided transbronchial needle aspiration, transthoracic biopsy, resected sample of lesions, microbiological examination or clinical follow-up of at least 6 months. Results Endobronchial ultrasound multimodal imaging of 97 malignant lung lesions and 19 benign lung lesions from 116 patients were analyzed. There were statistically significant differences in distinct margin, presence of lobulation sign, presence of necrosis, and elastography grading score 4–5 between malignant and benign lung lesions, among which presence of lobulation sign and elastography grading score 4–5 were independent predictors. A diagnostic scoring model was then constructed based on the above four features, and when two or more features were present, the sensitivity, specificity, positive predictive value, negative predictive value and accuracy for malignant lung lesions prediction were 92.78%, 57.89%, 91.84%, 61.11% and 87.07%, respectively. Conclusions The combination of endobronchial ultrasound grayscale and elastography has potential value for malignant and benign lung lesions differentiation. The diagnostic scoring model established in this study needs further validation to guide the malignant and benign diagnosis of lung lesions.
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Affiliation(s)
- Xinxin Zhi
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Lei Wang
- Department of Ultrasound, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Junxiang Chen
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Xiaoxuan Zheng
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Ying Li
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
| | - Jiayuan Sun
- Department of Respiratory Endoscopy, Shanghai Jiao Tong University, Shanghai, China.,Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
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Agrawal S, Goel AD, Gupta N, Lohiya A, Gonuguntla HK. Diagnostic utility of endobronchial ultrasound (EBUS) features in differentiating malignant and benign lymph nodes - A systematic review and meta-analysis. Respir Med 2020; 171:106097. [PMID: 32805534 DOI: 10.1016/j.rmed.2020.106097] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 06/15/2020] [Accepted: 07/26/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND EBUS is being widely used today for echolocation of lymph nodes for FNAC. We present a systematic review and meta-analysis to assess the diagnostic accuracy of EBUS characteristics of lymph nodes in diagnosing malignancy. METHODS A systematic search of published literature was undertaken using databases like PubMed, Web of Science, Cochrane, Google Scholar and Researchgate. Those studies reporting any endobronchial ultrasonography features of malignant lymph nodes like size, margins, echogenicity, shape, central hilar structure (CHS), coagulation necrosis sign (CNS) or color power doppler index (CPDI) were included for review. Random effects model was used to calculate pooled sensitivity, specificity, positive and negative likelihood ratios (LR), and diagnostic odds ratio (DOR). The review protocol was registered with the International prospective register of systematic reviews (PROSPERO registration no. CRD42019117716). RESULTS 992 articles were retrieved of which 542 articles were evaluated in detail and finally 29 articles met the inclusion criteria. All EBUS features except CPDI showed a statistically significant area under the SROC curve. CNS showed highest area under the SROC curve [0.81 (SE: 0.09)] with maximum pooled specificity [0.93, 95%CI: 0.92-0.94], maximum pooled LR+ [5.12, 95%CI: 2.56-10.2] and DOR [9.23, 95%CI 3.85-22.15]. Maximum sensitivity was seen for CHS 0.91 [95%CI: 0.90-0.92]. CONCLUSION EBUS features have the potential to help in more precise location of a malignant lymph node thereby helping in increasing the diagnostic yield. However, high diagnostic accuracy of various EBUS features can currently only be said to supplement tissue diagnosis.
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Affiliation(s)
- Sumita Agrawal
- Department of Pulmonary and Critical Care Medicine, Medipulse Hospital, Jodhpur, India
| | - Akhil Dhanesh Goel
- Department of Community Medicine and Family Medicine, All India Institute of Medical Sciences, Jodhpur, India.
| | - Nitesh Gupta
- Department of Pulmonary and Critical Care Medicine, VMMC and Safdarjung Hospital, New Delhi, India
| | - Ayush Lohiya
- Department of Preventive Oncology, Super Speciality Cancer Institute & Hospital, Lucknow, India
| | - Hari Kishan Gonuguntla
- Lead - Division of Interventional Pulmonology, Yashoda Superspeciality Hospitals, Hyderabad, India
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Abedini A, Razavi F, Farahani M, Hashemi M, Emami H, Mohammadi F, Kiani A. The utility of elastography during EBUS-TBNA in a population with a high prevalence of anthracosis. CLINICAL RESPIRATORY JOURNAL 2020; 14:488-494. [PMID: 32034995 DOI: 10.1111/crj.13159] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2019] [Revised: 12/29/2019] [Accepted: 01/29/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Ultrasound elastography, is a pioneer sonographic modality that is conducted during endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) in order to increase the accuracy of sampling location. The current study aims to evaluate the usefulness of elastography during EBUS-TBNA in a population with a high prevalence of anthracosis. METHODS This prospective single-blinded study was performed on 69 lymph nodes (LNs) of patients with mediastinal lymphadenopathy undergoing EBUS-TBNA and EBUS-elastography from October 2017 to July 2018. The stiffness level of the tissue was translated into a color to demonstrate the hardness of tissue. Blue and total areas of each section were measured to calculate the hardness of each LN. RESULTS Sixty-nine LNs were evaluated by elastography. Twenty percent of LNs were malignant. There was a statistical difference between malignant and non-malignant nodes based on color dominancy (P = 0.032). However, with the exclusion of anthracosis nodes from the analysis, the difference was more significant (P < 0.001). Moreover, when the blue dominancy was used as the predictor of malignancy or anthracosis, the results showed a significant correlation (P < 001). CONCLUSION The usefulness of elastography in selecting the hardest area of tissue that is appropriate for diagnosing diseases has been proven previously. Since in countries with a high prevalence of anthracosis, blue color achieved using elastography predicts either malignancy or anthracosis so, cases with blue dominancy of LNs in elastography and the white color in the EBUS-TBNA indicate anthracosis-caused calcification should be reconsidered.
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Affiliation(s)
- Atefeh Abedini
- Chronic Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fatemeh Razavi
- Chronic Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehrdad Farahani
- Department of Interventional Pulmonology, Tracheal Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Marzieh Hashemi
- Chronic Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Habib Emami
- Tobacco Prevention and Control Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Forouzan Mohammadi
- Department of Pathology, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arda Kiani
- Tracheal Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Trosini-Désert V, Jeny F, Maksud P, Giron A, Degos V, Similowski T. Contribution of endobronchial ultrasound elastography to the characterization of mediastinal lymphadenopathy: A single-center, prospective, observational study. Respir Med Res 2019; 76:28-33. [PMID: 31505324 DOI: 10.1016/j.resmer.2019.08.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 08/02/2019] [Accepted: 08/07/2019] [Indexed: 01/06/2023]
Abstract
BACKGROUND Endobronchial ultrasound transbronchial needle aspiration (EBUS-TBNA) is a reliable technique providing high diagnostic yield in mediastinal lymphadenopathy. However, mediastinoscopy is sometimes necessary to eliminate false-negative results. Elastography is a recent technique that can be combined with EBUS to evaluate the elasticity and consequently the nature of a tissue. The primary objective was to evaluate the diagnostic performance of EBUS-TBNA combined with elastography for the assessment of mediastinal lymph nodes. METHODS Single-center, prospective study in patients with mediastinal lymphadenopathy. EBUS-TBNA combined with elastography was performed in each patient. Several elastographic parameters were studied: colorimetric score, average elasticity, elasticity ratio, percentage of hard areas. The final diagnosis was that obtained by TBNA cytology, histology of a surgical biopsy, when performed, or follow-up CT and PET-CT at 6 months. RESULTS Overall, 110 lymph nodes were examined in 87 patients: 44 were malignant according to TBNA. These nodes had significantly higher elasticity ratio, percentage of hard areas and colorimetric score and significantly lower average elasticity compared to benign nodes (P<0.001). With a negative predictive value of 100%, the cut-offs defined by receiver operating characteristic curves were 1.4 for elasticity ratio, 84.8 for average elasticity, 32.6 for percentage of hard areas and 3 for colorimetric score. No adverse events were observed. CONCLUSION Endobronchial ultrasound elastography is a non-invasive technique that can contribute to prediction of the nature of lymph nodes by distinguishing malignant from benign nodes. Although EBUS cannot replace histological examination, elastography can provide reliable complementary information when combined with EBUS.
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Affiliation(s)
- V Trosini-Désert
- AP-HP, groupe hospitalier Pitié-Salpêtrière Charles-Foix, service de pneumologie, médecine intensive et réanimation, département R3S, 75013 Paris, France; Groupe d'endoscopie de langue française (GELF), Société de pneumologie de langue française, 75011 Paris, France.
| | - F Jeny
- AP-HP - hôpitaux de Paris, hôpital Avicenne, groupe hospitalier hôpitaux universitaires Paris Seine-Saint-Denis, service de pneumologie, 75013 Bobigny France
| | - P Maksud
- AP-HP, groupe hospitalier Pitié-Salpêtrière Charles-Foix, service de médecine nucléaire, 75013 Paris, France
| | - A Giron
- Laboratoire d'imagerie biomédicale, inserm-CNRS-UPMC UMR-S 1146, 75013 Paris, France
| | - V Degos
- Department of anesthesia, critical care and perioperative medicine, Pitié Salpêtrière Hospital, 75013 Paris France; Sorbonne université, inserm, UMRS1158 neurophysiologie respiratoire expérimentale et clinique, 75005 Paris, France
| | - T Similowski
- AP-HP, groupe hospitalier Pitié-Salpêtrière Charles-Foix, service de pneumologie, médecine intensive et réanimation, département R3S, 75013 Paris, France; Sorbonne université, inserm, UMRS1158 neurophysiologie respiratoire expérimentale et clinique, 75005 Paris, France
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16
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Dietrich CF, Chaubal N, Hoerauf A, Kling K, Piontek MS, Steffgen L, Mand S, Dong Y. Review of Dancing Parasites in Lymphatic Filariasis. Ultrasound Int Open 2019; 5:E65-E74. [PMID: 31312785 PMCID: PMC6629997 DOI: 10.1055/a-0918-3678] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 04/04/2019] [Accepted: 05/01/2019] [Indexed: 02/07/2023] Open
Abstract
Lymphatic filariasis is an infection transmitted by blood-sucking mosquitoes with filarial nematodes of the species Wuchereria bancrofti, Brugia malayi und B. timori . It is prevalent in tropical countries throughout the world, with more than 60 million people infected and more than 1 billion living in areas with the risk of transmission. Worm larvae with a length of less than 1 mm are transmitted by mosquitoes, develop in human lymphatic tissue to adult worms with a length of 7-10 cm, live in the human body for up to 10 years and produce millions of microfilariae, which can be transmitted further by mosquitoes. The adult worms can be easily observed by ultrasonography because of their size and fast movements (the so-called "filarial dance sign"), which can be differentiated from other movements (e. g., blood in venous vessels) by their characteristic movement profile in pulsed-wave Doppler mode. Therapeutic options include (combinations of) ivermectin, albendazole, diethylcarbamazine and doxycycline. The latter depletes endosymbiotic Wolbachia bacteria from the worms and thus sterilizes and later kills the adult worms (macrofilaricidal or adulticidal effect).
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Affiliation(s)
| | - Nitin Chaubal
- Thane Ultrasound Centre, Thane Ultrasound Centre, Thane, India
| | - Achim Hoerauf
- Institut für Med. Mikrobiologie, Immunologie und Parasitologie (IMMIP), Universität Bonn, Bonn, Germany
| | - Kerstin Kling
- Department of Infectious Disease Epidemiology, Robert Koch-Institute, Berlin, Germany
| | - Markus Schindler Piontek
- Caritas Krankenhaus Bad Mergentheim, Academic Teaching Hospital of the University of Würzburg, Medical Clinic 2, Bad Mergentheim, Germany
| | - Ludwig Steffgen
- Trainings-Zentrum Ultraschall-Diagnostik LS GmbH, Ultrasound, Mainleus, Germany
| | - Sabine Mand
- Institut für Med. Mikrobiologie, Immunologie und Parasitologie (IMMIP), Universität Bonn, Bonn, Germany
| | - Yi Dong
- Zhongshan Hospital, Ultrasound, Shanghai, China
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Candoli P, Ceron L, Trisolini R, Romagnoli M, Michieletto L, Scarlata S, Galasso T, Leoncini F, Pasini V, Dennetta D, Marchesani F, Zotti M, Corbetta L. Competence in endosonographic techniques. Panminerva Med 2019; 61:249-279. [DOI: 10.23736/s0031-0808.18.03570-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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18
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Dietrich CF, Arcidiacono PG, Braden B, Burmeister S, Carrara S, Cui X, Di Leo M, Dong Y, Fusaroli P, Gilja OH, Healey AJ, Hocke M, Hollerbach S, Garcia JI, Ignee A, Jürgensen C, Kahaleh M, Kitano M, Kunda R, Larghi A, Möller K, Napoleon B, Oppong KW, Petrone MC, Saftoiu A, Puri R, Sahai AV, Santo E, Sharma M, Soweid A, Sun S, Teoh AYB, Vilmann P, Jenssen C. What should be known prior to performing EUS? Endosc Ultrasound 2019; 8:3-16. [PMID: 30777940 PMCID: PMC6400085 DOI: 10.4103/eus.eus_54_18] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Direct referral of patients for EUS – instead of preprocedural consultation with the endosonographer – has become standard practice (like for other endoscopic procedures) as it is time- and cost-effective. To ensure appropriate indications and safe examinations, the endosonographer should carefully consider what information is needed before accepting the referral. This includes important clinical data regarding relevant comorbidities, the fitness of the patient to consent and undergo the procedure, and the anticoagulation status. In addition, relevant findings from other imaging methods to clarify the clinical question may be necessary. Appropriate knowledge and management of the patients’ anticoagulation and antiplatelet therapy, antibiotic prophylaxis, and sedation issues can avoid unnecessary delays and unsafe procedures. Insisting on optimal preparation, appropriate indications, and clear clinical referral questions will increase the quality of the outcomes of EUS. In this paper, important practical issues regarding EUS preparations are raised and discussed from different points of view.
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Affiliation(s)
- Christoph F Dietrich
- Medical Department 2, Caritas-Krankenhaus, Uhlandstr 7, D-97980 Bad Mergentheim, Germany; Department of Ultrasound, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Paolo Giorgio Arcidiacono
- Pancreatico/Biliary Endoscopy & Endosonography Division, Pancreas Translational & Clinical Research Center, San Raffaele Scientific Institute, Vita Salute San Raffaele University, Milan, Italy
| | - Barbara Braden
- Translational Gastroenterology Unit I John Radcliffe Hospital I Oxford OX3 9DU, UK
| | - Sean Burmeister
- Surgical Gastroenterology unit, Groote Schuur Hospital, Cape Town, South Africa
| | - Silvia Carrara
- Humanitas Clinical and Research Center- IRCCS- Digestive Endoscopy Unit, Division of Gastroenterology, Rozzano, Milan, Italy
| | - Xinwu Cui
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Milena Di Leo
- Humanitas Clinical and Research Center- IRCCS- Digestive Endoscopy Unit, Division of Gastroenterology, Rozzano, Milan, Italy
| | - Yi Dong
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Pietro Fusaroli
- Department of Medical and Surgical Sciences, Gastroenterology Unit, University of Bologna/Imola Hospital, Imola, Italy
| | - Odd Helge Gilja
- National Centre for Ultrasound in Gastroenterology, Haukeland University Hospital, Bergen and Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Andrew J Healey
- General and HPB Surgery, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Michael Hocke
- Medical Department, Helios Klinikum Meiningen, Germany
| | - Stephan Hollerbach
- Department of Gastroenterology, Allgemeines Krankenhaus Celle, Celle, Germany
| | - Julio Iglesias Garcia
- Department of Gastroenterology and Hepatology, Health Research Institute of Santiago de Compostela (IDIS), University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - André Ignee
- Medical Department 2, Caritas-Krankenhaus, Uhlandstr 7, D-97980 Bad Mergentheim, Germany
| | | | - Michel Kahaleh
- Department of Gastroenterology, The State University of New Jersey, New Jersey, USA
| | - Masayuki Kitano
- Second Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Rastislav Kunda
- Department of Surgical Gastroenterology, Aarhus University Hospital, Aarhus, Denmark; Department of Surgery and Department of Advanced Interventional Endoscopy, University Hospital Brussels, Brussels, Belgium
| | - Alberto Larghi
- Digestive Endoscopy Unit, IRCCS Foundation University Hospital, Policlinico A. Gemelli, Rome, Italy
| | - Kathleen Möller
- Medical Department I/Gastroenterology, SANA Hospital Lichtenberg, Berlin, Germany
| | - Bertrand Napoleon
- Digestive Endoscopy Unit, Hopital Privé J Mermoz Ramsay Générale de Santé, Lyon, France
| | | | - Maria Chiara Petrone
- Pancreatico/Biliary Endoscopy & Endosonography Division, Pancreas Translational & Clinical Research Center, San Raffaele Scientific Institute, Vita Salute San Raffaele University, Milan, Italy
| | - Adrian Saftoiu
- Department of Gastroenterology, Research Center of Gastroenterology and Hepatology, University of Medicine and Pharmacy of Craiova, Craiova, Romania
| | - Rajesh Puri
- Interventional Gastroenterology, Institute of Digestive and Hepatobiliary Sciences Medanta the Medicity, Gurugram, Haryana, India
| | - Anand V Sahai
- Center Hospitalier de l'Université de Montréal, Montreal, Canada
| | - Erwin Santo
- Department of Gastroenterology and Liver Diseases, Tel Aviv, Sourasky Medical Center, Tel Aviv, Israel
| | - Malay Sharma
- Department of Gastroenterology, Jaswant Rai Speciality Hospital, Meerut, Uttar Pradesh, India
| | - Assaad Soweid
- Endosonography and advanced therapeutic endoscopy, Division of Gastroenterology, The American University of Beirut, Medical Center, Beirut, Lebanon
| | - Siyu Sun
- Endoscopy Center, ShengJing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Anthony Yuen Bun Teoh
- Division of Upper Gastrointestinal and Metabolic Surgery, Department of Surgery, The Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Peter Vilmann
- GastroUnit, Department of Surgery, Copenhagen University, Hospital Herlev, Denmark
| | - Christian Jenssen
- Department of Internal Medicine, Krankenhaus Maerkisch-Oderland, D-15344 Strausberg and Brandenburg Institute of Clinical Ultrasound at Medical University Brandenburg, Germany
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Qin C, Wei B, Ma Z. Endobronchial ultrasound: Echoing in the field of pediatrics. Endosc Ultrasound 2018; 7:371-375. [PMID: 30289110 PMCID: PMC6289017 DOI: 10.4103/eus.eus_40_18] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Accepted: 08/17/2018] [Indexed: 02/06/2023] Open
Abstract
Endobronchial ultrasound (EBUS) is a useful technique for the diagnosis and staging of the lung and mediastinal lesions, which is crucial for selecting treatment protocol. Under EBUS guidance, transbronchial needle aspiration (TBNA) is widely applied for obtaining specimens for histological, cytological, and molecular evaluation. Recently, the EBUS scope designed for adults has been used in large pediatric candidates. The presence of lung masses and mediastinal lymphadenopathy in the pediatric population presents a diagnostic challenge; however, EBUS is a promising tool for pediatricians to address these challenging issues. In some centers, the adult EBUS echobronchoscope is applied in transesophageal procedures for pediatric patients. EBUS-guided TBNA can also be used to perform minimally invasive interventional therapy, such as fiducial marker placement for assisting precision radiation, brachytherapy, and radiofrequency ablation therapy. With the development of EBUS equipment designed specifically for children, pediatric EBUS will play an increasingly important role.
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Affiliation(s)
- Can Qin
- Department of Pediatrics, General Hospital of Shenyang Military Area Command, Shenyang 110016, China
| | - Bing Wei
- Department of Pediatrics, General Hospital of Shenyang Military Area Command, Shenyang 110016, China
| | - Zhuang Ma
- Department of Respiratory, General Hospital of Shenyang Military Area Command, Shenyang 110016, China
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20
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Chen YF, Mao XW, Zhang YJ, Zhang CY, Yu YF, Qin E, Chen X, Shen JX. Endobronchial Ultrasound Elastography Differentiates Intrathoracic Lymph Nodes: A Meta-Analysis. Ann Thorac Surg 2018; 106:1251-1257. [DOI: 10.1016/j.athoracsur.2018.04.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 03/27/2018] [Accepted: 04/02/2018] [Indexed: 12/27/2022]
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21
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The Latest in Endobronchial Ultrasound and Lung Cancer. Arch Bronconeumol 2018; 54:605-606. [PMID: 30075876 DOI: 10.1016/j.arbres.2018.06.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 06/24/2018] [Accepted: 06/26/2018] [Indexed: 11/30/2022]
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22
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Wei B, Sun M, Shang Y, Zhang C, Jiao X. Neurokinin 1 receptor promotes rat airway smooth muscle cell migration in asthmatic airway remodelling by enhancing tubulin expression. J Thorac Dis 2018; 10:4849-4857. [PMID: 30233858 DOI: 10.21037/jtd.2018.07.114] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Airway remodelling is a major contributor to hyper-responsiveness leading to chronic asthma; however, the underlying mechanisms remain unclear. This study aimed to investigate the effects of a neurokinin 1 receptor (NK1R) antagonist (WIN62577) on the migration of airway smooth muscle cells (ASMCs) and the expression of NK1R and alpha-tubulin in airway remodelling using young rats with asthma. Methods Sprague-Dawley rats were randomly divided into a control group and airway remodelling group. Rats in the model group were stimulated with ovalbumin for 8 weeks. Primary ASMCs were cultured and purified from all rats, and then treated with different doses of WIN62577. The expression of NK1R and α-tubulin in ASMCs was assessed using immunofluorescence, real-time quantitative polymerase chain reaction, and western blotting. Changes in ASMC migration were detected by a transwell chamber assay. Results The transwell assay showed that the number of migrating ASMCs in the asthmatic airway remodelling group was significantly greater than that in the control group (P<0.01), which was inhibited by WIN62577 in a dose-dependent manner, with peak inhibition detected at 10-8 mol/L. The mRNA and protein expression levels of NK1R and α-tubulin were significantly higher in the asthmatic airway remodelling group than in the control group (P<0.05 and P<0.01, respectively), and were significantly decreased after treatment with WIN62577 (P<0.01 and P<0.05, respectively). Conclusions NK1R antagonists may suppress ASMC migration in a rat model of airway remodelling by inhibiting tubulin expression, indicating a new potential target for the treatment and control of chronic asthma.
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Affiliation(s)
- Bing Wei
- Department of Pediatrics, General Hospital of Shenyang Military Area Command, Shenyang 110016, China
| | - Mingwei Sun
- Department of First Clinical Medicine, China Medical University, Shenyang 110122, China
| | - Yunxiao Shang
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Chao Zhang
- Department of Pediatrics, General Hospital of Shenyang Military Area Command, Shenyang 110016, China
| | - Xuyong Jiao
- Department of Pediatrics, General Hospital of Shenyang Military Area Command, Shenyang 110016, China
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23
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Editorial on the Special Issue of Applied Sciences on the Topic of Elastography. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8081232] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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24
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Dong Y, Potthoff A, Klinger C, Barreiros AP, Pietrawski D, Dietrich CF. Ultrasound findings in autoimmune hepatitis. World J Gastroenterol 2018; 24:1583-1590. [PMID: 29686465 PMCID: PMC5910541 DOI: 10.3748/wjg.v24.i15.1583] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 03/20/2018] [Accepted: 03/30/2018] [Indexed: 02/06/2023] Open
Abstract
Ultrasound findings in autoimmune hepatitis (AIH) have not been reported systematically so far. The use of reliable and accurate noninvasive methods for determining fibrosis stage is important in evaluation of treatment efficacy and fibrosis regression in AIH. Imaging plays an important role in detection of complications and ruling out other possible causes of chronic liver diseases. Ultrasound elastography cut-off values in AIH patients are not the same as those in patients with chronic viral hepatitis or non-alcoholic fatty liver disease. AIH is characterized by wide fluctuations in inflammatory activity. Here we report on current knowledge of ultrasound findings in AIH.
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Affiliation(s)
- Yi Dong
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Andrej Potthoff
- Department of Gastroenterology, Hepatology and Endocrinology, Medizinische Hochschule Hannover, Hannover D-30625, Germany
| | - Christoph Klinger
- Department of Internal Medicine 1, Klinikum Ludwigsburg, Ludwigsburg D-71634, Germany
| | - Ana Paula Barreiros
- German Organ Transplantation Foundation, Region Mitte, Mainz D-55131, Germany
| | - Dariusz Pietrawski
- Department of Internal Medicine 2, Caritas-Krankenhaus Bad Mergentheim, Bad Mergentheim D-97980, Germany
| | - Christoph F Dietrich
- Department of Internal Medicine 2, Caritas-Krankenhaus Bad Mergentheim, Bad Mergentheim D-97980, Germany
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25
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Abstract
Strain elastography as used in EUS (EUS-real-time tissue elastography [RTE]) is a qualitative technique and provides information on the relative stiffness between one tissue and another. This article reviews the principles, technique, and interpretation of EUS-RTE in various organs. It includes information on how to optimize the technique as well as a discussion on pitfalls and artifacts. We also refer to the article describing RTE using conventional ultrasound transducers.
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Affiliation(s)
- Christoph F Dietrich
- Department of Internal Medicine, Caritas-Krankenhaus Bad Mergentheim, Uhlandstraße 7, D-97980 Bad Mergentheim, Germany; Ultrasound Department, First Affiliated Hospital of Zhengzhou University, Zhenzhou, Henan Province, China
| | - Ellison Bibby
- Consultant, Hitachi Medical Systems Europe Holding Ltd., Craiova, Romania
| | - Christian Jenssen
- Department of Internal Medicine, Krankenhaus Märkisch Oderland Strausberg/Wriezen, Teaching Hospital Medical University Brandenburg "Theodor Fontane", Brandenburg, Germany
| | - Adrian Saftoiu
- Department of Gastroenterology, Research Center of Gastroenterology and Hepatology, University of Medicine and Pharmacy, Craiova, Romania
| | - Julio Iglesias-Garcia
- Department of Gastroenterology and Hepatology, Health Research Institute (IDIS), University Hospital of Santiago de Compostela, Spain
| | - Roald F Havre
- Department of Medicine, National Centre for Ultrasound in Gastroenterology, Haukeland University Hospital, Bergen, Norway
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26
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Hocke M, Braden B, Jenssen C, Dietrich CF. Present status and perspectives of endosonography 2017 in gastroenterology. Korean J Intern Med 2018; 33:36-63. [PMID: 29161800 PMCID: PMC5768548 DOI: 10.3904/kjim.2017.212] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Accepted: 06/16/2017] [Indexed: 12/13/2022] Open
Abstract
Endoscopic ultrasound has become an essential tool in modern gastroenterology and abdominal surgery. Compared with all other endoscopic methods, it has the most potential for innovation and its future looks bright. Thus, we compiled this summary of established and novel applications of endoscopic ultrasound methods to inform the reader about what is already possible and where future developments will lead in improving patient care further. This review is structured in four parts. The first section reports on developments in diagnostic endoscopic ultrasound, the second looks at semi-invasive endoscopic ultrasound, and the third discusses advances in therapeutic endoscopic ultrasound. An overview on the future prospects of endoscopic ultrasound methods concludes this article.
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Affiliation(s)
- Michael Hocke
- Internal Medicine II, Helios Hospital Meiningen, Germany
| | - Barbara Braden
- Translational Gastroenterology Unit, Oxford University Hospitals, Oxford, UK
| | | | - Christoph F. Dietrich
- Medical Department 2, Caritas Hospital Bad Mergentheim, Bad Mergentheim, Germany
- Correspondence to Christoph F. Dietrich, M.D. Medical Department 2, Caritas Hospital Bad Mergentheim, Uhlandstraße 7, Bad Mergentheim 97980, Germany Tel: +49-7931-582201 Fax: +49-7931-582290 E-mail:
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27
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Yang F, Zhu P, Guo J, Liu X, Wang S, Wang G, Liu W, Wang S, Ge N. Circular RNAs in thoracic diseases. J Thorac Dis 2017; 9:5382-5389. [PMID: 29312749 DOI: 10.21037/jtd.2017.10.143] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Circular RNAs (circRNAs) are a class of noncoding RNAs with continuous, covalently closed circular structures. Investigators have shown previously that circRNAs are regulators of gene expression in mammals. These tissue-specific transcripts are produced primarily by exonic or intronic sequences of housekeeping genes. Several biosynthetic models have been proposed for circRNAs, and consensus is lacking. CircRNAs are widely expressed in the cytoplasm and highly conserved, what is more, unlike other noncoding RNAs, circRNAs are relatively stable. These properties suggest special roles of circRNAs, such as microRNA (miRNA) sponges, regulators of selective splicing, or even protein-coding sequences. The expression of circRNAs is associated with many pathologic conditions; therefore, circRNAs may have utility as biomarker for the diagnosis or prediction of diseases. Authors previously have demonstrated that circRNAs can regulate the expression of a variety of disease-related miRNAs. The circRNA-miRNA-target gene interaction network regulates several pathways that inhibit or promote the occurrence of certain diseases. Based on their potential clinical relevance, circRNAs are a crucial topic of disease prevention and treatment research. Herein, we review current research regarding circRNAs and explore their potential clinical applications for thoracic diseases diagnosis and treatment.
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Affiliation(s)
- Fan Yang
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Ping Zhu
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Jintao Guo
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Xiang Liu
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Sheng Wang
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Guoxin Wang
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Wen Liu
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Shupeng Wang
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Nan Ge
- Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
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28
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Okasha H, Elkholy S, El-Sayed R, Wifi MN, El-Nady M, El-Nabawi W, El-Dayem WA, Radwan MI, Farag A, El-sherif Y, Al-Gemeie E, Salman A, El-Sherbiny M, El-Mazny A, Mahdy RE. Real time endoscopic ultrasound elastography and strain ratio in the diagnosis of solid pancreatic lesions. World J Gastroenterol 2017; 23:5962-5968. [PMID: 28932088 PMCID: PMC5583581 DOI: 10.3748/wjg.v23.i32.5962] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2017] [Revised: 05/10/2017] [Accepted: 06/12/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the accuracy of the elastography score combined to the strain ratio in the diagnosis of solid pancreatic lesions (SPL).
METHODS A total of 172 patients with SPL identified by endoscopic ultrasound were enrolled in the study to evaluate the efficacy of elastography and strain ratio in differentiating malignant from benign lesions. The semi quantitative score of elastography was represented by the strain ratio method. Two areas were selected, area (A) representing the region of interest and area (B) representing the normal area. Area (B) was then divided by area (A). Sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy were calculated by comparing diagnoses made by elastography, strain ratio and final diagnoses.
RESULTS SPL were shown to be benign in 49 patients and malignant in 123 patients. Elastography alone had a sensitivity of 99%, a specificity of 63%, and an accuracy of 88%, a PPV of 87% and an NPV of 96%. The best cut-off level of strain ratio to obtain the maximal area under the curve was 7.8 with a sensitivity of 92%, specificity of 77%, PPV of 91%, NPV of 80% and an accuracy of 88%. Another estimated cut off strain ratio level of 3.8 had a higher sensitivity of 99% and NPV of 96%, but with less specificity, PPV and accuracy 53%, 84% and 86%, respectively. Adding both elastography to strain ratio resulted in a sensitivity of 98%, specificity of 77%, PPV of 91%, NPV of 95% and accuracy of 92% for the diagnosis of SPL.
CONCLUSION Combining elastography to strain ratio increases the accuracy of the differentiation of benign from malignant SPL.
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Affiliation(s)
- Hussein Okasha
- Mohamed Naguib Wifi, Mohamed El-Nady, Ali Farag, Ahmed Salman, Mohamed El-Sherbiny, Ahmed El-Mazny, Internal Medicine Department, Cairo University, Cairo 11311, Egypt
| | - Shaimaa Elkholy
- Mohamed Naguib Wifi, Mohamed El-Nady, Ali Farag, Ahmed Salman, Mohamed El-Sherbiny, Ahmed El-Mazny, Internal Medicine Department, Cairo University, Cairo 11311, Egypt
| | - Ramy El-Sayed
- Department of Tropical Medicine, Zagazig University, Elsharkiah 44519, Egypt
| | | | | | - Walid El-Nabawi
- Internal Medicine Department, Beni Suef University, Beni Suef 71515, Egypt
| | - Waleed A El-Dayem
- Department of Tropical Medicine, Zagazig University, Elsharkiah 44519, Egypt
| | - Mohamed I Radwan
- Department of Tropical Medicine, Zagazig University, Elsharkiah 44519, Egypt
| | | | - Yahya El-sherif
- Tropical Medicine Department, El Manial Specialized Hospital, Cairo University, Cairo 11311, Egypt
| | - Emad Al-Gemeie
- Pathology Department, National Cancer Institute, Cairo University, Cairo 11311, Egypt
| | | | | | | | - Reem E Mahdy
- Internal Medicine Department, Assiut University, Assiut 71515, Egypt
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29
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Huang H, Huang Z, Wang Q, Wang X, Dong Y, Zhang W, Zarogoulidis P, Man YG, Schmidt WH, Bai C. Effectiveness of the Benign and Malignant Diagnosis of Mediastinal and Hilar Lymph Nodes by Endobronchial Ultrasound Elastography. J Cancer 2017; 8:1843-1848. [PMID: 28819382 PMCID: PMC5556648 DOI: 10.7150/jca.19819] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2017] [Accepted: 05/03/2017] [Indexed: 11/23/2022] Open
Abstract
Background and Objectives: Endobronchial ultrasound elastography is a new technique for describing the stiffness of tissue during endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA). The aims of this study were to investigate the diagnostic value of Endobronchial ultrasound (EBUS) elastography for distinguishing the difference between benign and malignant lymph nodes among mediastinal and hilar lymph nodes. Materials and Methods: From June 2015 to August 2015, 47 patients confirmed of mediastinal and hilar lymph node enlargement through examination of Computed tomography (CT) were enrolled, and a total of 78 lymph nodes were evaluated by endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA). EBUS-guided elastography of lymph nodes was performed prior to EBUS-TBNA. A convex probe EBUS was used with a new EBUS processor to assess elastographic patterns that were classified based on color distribution as follows: Type 1, predominantly non-blue (green, yellow and red); Type 2, part blue, part non-blue (green, yellow and red); Type 3, predominantly blue. Pathological determination of malignant or benign lymph nodes was used as the gold standard for this study. The elastographic patterns were compared with the final pathologic results from EBUS-TBNA. Results: On pathological evaluation of the lymph nodes, 45 were benign and 33 were malignant. The lymph nodes that were classified as Type 1 on endobronchial ultrasound elastography were benign in 26/27 (96.3%) and malignant in 1/27 (3.7%); for Type 2 lymph nodes, 15/20 (75.0%) were benign and 5/20 (25.0%) were malignant; Type 3 lymph nodes were benign in 4/31 (12.9%) and malignant in 27/31 (87.1%). In classifying Type 1 as 'benign' and Type 3 as 'malignant,' the sensitivity, specificity, positive predictive value, negative predictive value and diagnostic accuracy rates were 96.43%, 86.67%, 87.10%, 96.30%, 91.38%, respectively. Conclusion: EBUS elastography of mediastinal and hilar lymph nodes is a noninvasive technique that can be performed reliably and may be helpful in the prediction of benign and malignant lymph nodes among mediastinal and hilar lymph node during EBUS-TBNA.
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Affiliation(s)
- Haidong Huang
- Department of Respiratory & Critical Care Medicine, Changhai Hospital, the Second Military Medical University, China
| | - Zhiang Huang
- Department of Respiratory, The first affiliated hospital of henan university, China
| | - Qin Wang
- Department of Respiratory & Critical Care Medicine, Changhai Hospital, the Second Military Medical University, China
| | - Xinan Wang
- Department of Respiratory Medicine, Binzhou People 's Hospital, China
| | - Yuchao Dong
- Department of Respiratory & Critical Care Medicine, Changhai Hospital, the Second Military Medical University, China
| | - Wei Zhang
- Department of Respiratory & Critical Care Medicine, Changhai Hospital, the Second Military Medical University, China
| | - Paul Zarogoulidis
- Pulmonary Oncology Unit, "G. Papanikolaou" General Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Yan-Gao Man
- Research Laboratory and International Collaboration, Bon Secours Cancer Institute, VA, USA
| | - Wolfgang Hohenforst Schmidt
- Sana Clinic Group Franken, Department of Cardiology / Pulmonology / Intensive Care / Nephrology, "Hof" Clinics, University of Erlangen, Hof, Germany
| | - Chong Bai
- Department of Respiratory & Critical Care Medicine, Changhai Hospital, the Second Military Medical University, China
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30
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Dong Y, Jürgensen C, Puri R, D'Onofrio M, Hocke M, Wang WP, Atkinson N, Sharma M, Dietrich CF. Ultrasound imaging features of isolated pancreatic tuberculosis. Endosc Ultrasound 2017; 7:119-127. [PMID: 28721972 PMCID: PMC5914183 DOI: 10.4103/2303-9027.210901] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Background and Objectives: Isolated pancreatic tuberculosis (PTB) is extremely rare worldwide. The purpose of this multicenter retrospective study is to analyze imaging features of histologically confirmed isolated PTB in order to determine the diagnostic features of the new methods contrast enhanced ultrasound (CEUS), ultrasound elastography and contrast enhanced endoscopic ultrasound (CE-EUS). Patients and Methods: We report on a retrospective data collection of 12 cases of PTB confirmed by histology or cytology. All examinations were interpreted by two independent readers in consensus. CEUS, CE-EUS and ultrasound elastography were performed according to the European Federation of Societies for Ultrasound in Medicine and Biology guidelines. Results: In PTB patients the common bile duct was never dilated. Multiple retroperitoneal lymph nodes are the second important B-mode ultrasound feature detected in 75% of PTB patients. CE-EUS was performed in three PTB patients demonstrating hyperenhancement. On elastography, all PTB lesions were markedly stiffer than surrounding pancreatic parenchyma. Conclusions: Here we report the first time on CEUS and elastography features of PTB. PTB had some typical imaging features with iso- or hyperenhancement on CE(E) US. PTB is markedly stiffer on elastography. If clinicians are aware of clinical features of PTB and conduct appropriate investigations with multiple modalities including B-mode ultrasound, CEUS, and EUS guided fine needle aspiration, diagnosis of PTB without laparotomy is possible and the disease can be effectively treated with anti-tuberculous drugs.
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Affiliation(s)
- Yi Dong
- Department of Ultrasound, Zhongshan Hospital, Fudan University, 200032 Shanghai, China
| | - Christian Jürgensen
- Department of Hepatology and Gastroenterology, Charite University, 10117 Berlin, Germany
| | - Rajesh Puri
- Institute of Digestive and Hepatobiliary Sciences, Medanta-The Medicity, Gurgaon, Haryana, India
| | - Mirko D'Onofrio
- Department of Radiology, G.B. Rossi University Hospital, University of Verona, Verona, Italy
| | - Michael Hocke
- Medical Department, Helios Klinikum Meiningen, Germany
| | - Wen-Ping Wang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, 200032 Shanghai, China
| | - Nathan Atkinson
- Translational Gastroenterology Unit, John Radcliffe Hospital, Oxford University Hospitals NHS Trust, Oxford, UK
| | - Malay Sharma
- Department of Gastroenterology, Jaswant Rai Speciality Hospital, Meerut, India
| | - Christoph F Dietrich
- Medical Department, Caritas-Krankenhaus, Germany; Sino-German Research Center of Ultrasound in Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China, Germany
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31
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Abstract
Endobronchial ultrasound (EBUS) has gained importance for mediastinal lymph node staging. Contrast-enhanced EBUS is so far not a discussed technique including contrast-enhanced high mechanical index (MI)-EBUS and potentially contrast-enhanced low MI-EBUS. Possible use could include characterization of mediastinal lymph nodes for better selection of biopsies, differential diagnosis of the primary tumor, and evaluation of thrombosis or tumor in vein infiltration.
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Affiliation(s)
- Christoph F Dietrich
- Department of Internal Medicine 2, Caritas-Krankenhaus Bad Mergentheim, Academic Teaching Hospital of the University of Würzburg, Würzburg, Germany
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32
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Costache MI, Dumitrescu D, Săftoiu A. Technique of qualitative and semiquantitative EUS elastography in pancreatic examination. Endosc Ultrasound 2017; 6:S111-S114. [PMID: 29387705 PMCID: PMC5774066 DOI: 10.4103/eus.eus_75_17] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Mădălin Ionuţ Costache
- Department of Gastroenterology, Research Center of Gastroenterology and Hepatology, University of Medicine and Pharmacy, Craiova, Romania.,Department of Radiology and Medical Imaging, University of Medicine and Pharmacy, Craiova, Romania
| | - Daniela Dumitrescu
- Department of Radiology and Medical Imaging, University of Medicine and Pharmacy, Craiova, Romania
| | - Adrian Săftoiu
- Department of Gastroenterology, Research Center of Gastroenterology and Hepatology, University of Medicine and Pharmacy, Craiova, Romania.,Department of Endoscopy, Gastro-Unit, Copenhagen University Hospital Herlev, Denmark
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