Diagnostic Yield of Endobronchial Ultrasound-Guided Mediastinal Lymph Node Transbronchial Forceps Biopsies (EBUS-TBFB).

OBJECTIVE: The diagnostic accuracy and yield of endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is not well established in lymphoma and other mediastinal-related diseases. The objective of this study was to examine the yield of a combined technique of EBUS-TBNA and endobronchial ultrasound-guided transbronchial forceps biopsies (EBUS-TBFB) compared with each modality alone in lymphoma and other mediastinal-related diseases. METHODS: This was a retrospective review of cases of mediastinal lymphadenopathy of unknown etiology accessed using TBNA and TBFB. The McNemar test was used to compare the diagnostic yield of TBNA, TBFB, and the combined technique. RESULTS: The combined approach yielded a definitive diagnosis in 31/35 cases (88.6%). In 9/10 cases (90%), Hodgkin's and non-Hodgkin's lymphomas were diagnosed and subtyped without further need for invasive testing. All of the granulomatous inflammation cases were confirmed using the combined technique. Two cases led to adequate whole-genome sequencing of lung cancer, and one patient was diagnosed as having dedifferentiated liposarcoma despite a nondiagnostic preprocedural mediastinoscopy. There was only one procedure-related complication, a pneumomediastinum that required no further intervention. There were no significant adverse events. CONCLUSIONS: The combination of EBUS-TBFB and EBUS-TBNA is safe and provides a high yield in the diagnosis of mediastinal adenopathy of unknown etiology, especially lymphoma. Furthermore, the larger samples obtained from TBFB increased its sensitivity to detect granulomatous disease and provided specimens for clinical trials of malignancy when needle aspirates were insufficient.

Classification of short single-lead electrocardiograms (ECGs) for atrial fibrillation detection using piecewise linear spline and XGBoost.

OBJECTIVE: Detection of atrial fibrillation is important for risk stratification of stroke. We developed a novel methodology to classify electrocardiograms (ECGs) to normal, atrial fibrillation and other cardiac dysrhythmias as defined by the PhysioNet Challenge 2017. APPROACH: More specifically, we used piecewise linear splines for the feature selection and a gradient boosting algorithm for the classifier. In the algorithm, the ECG waveform is fitted by a piecewise linear spline, and morphological features relating to the piecewise linear spline coefficients are extracted. XGBoost is used to classify the morphological coefficients and heart rate variability features. MAIN RESULTS: The performance of the algorithm was evaluated by the PhysioNet Challenge database (3658 ECGs classified by experts). Our algorithm achieved an average F 1 score of 81% for a 10-fold cross-validation and also achieved 81% for F 1 score on the independent testing set. This score is similar to the top 9th score (81%) in the official phase of the PhysioNet Challenge 2017. SIGNIFICANCE: Our algorithm presents a good performance on multi-label short ECG classification with selected morphological features.

Recognition and management of idiopathic systemic capillary leak syndrome: an evidence-based review.

INTRODUCTION: Idiopathic systemic capillary leak syndrome (SCLS) is a unique disorder characterized by episodes of massive systemic leak of intravascular fluid leading to volume depletion and shock. A typical attack of SCLS consists of prodromal, leak and post-leak phases. Complications, such as compartment syndrome and pulmonary edema, usually develop during the leak and post-leak phases respectively. Judicious intravenous hydration and early use of vasopressors is the cornerstone of management in such cases. Areas covered: The purpose of the present review is to provide an up-to-date, evidence-based review of our understanding of SCLS and its management in the light of currently available evidence. COMMENTARY: Idiopathic SCLS was first described in 1960 and, since then, more than 250 cases have been reported. A large number of cases have been reported over the past one decade, most likely due to improved recognition. In the acute care setting, most patients with SCLS are managed as per the Surviving Sepsis guidelines and receive aggressive volume resuscitation - which is not the optimal management strategy for such patients. There is a need to raise awareness amongst physicians and clinicians in order to improve recognition of this disorder and ensure its appropriate management.

Deceased-donor organ transplantation: knowledge and attitudes among health care professionals managing critically ill patients in Karachi.

OBJECTIVES: Adequate knowledge and positive attitudes of health care professionals regarding deceased-donor organ transplants lead to higher donation consent rates. This study assessed the knowledge and attitudes of health care professionals toward this issue in the light of recent organ transplant legislation in Pakistan. MATERIALS AND METHODS: Health care professionals in critical care areas of 2 hospitals in Karachi were selected (n=243) and asked to complete a questionnaire regarding their knowledge and attitudes toward deceased-donor organ transplants. RESULTS: In all, 58.8% of the participants were physicians and 41.2% were nurses; 91.4% correctly identified brain death; 51.5% expressed support for deceased-donor organ transplants; 56.8% had concerns of religious rulings against deceased organ donation; 67.5% felt that a government body could not run such a system fairly; 56.4% of the respondents would consider receiving a deceased-donor organ if needed, but only 35.3% would donate after their own death. Only 42.7% and 37% were willing to approach patients and families for consent for a deceased-donor organ transplant, respectively. Most of those unwilling felt that the patient could refuse, become upset and aggressive, and lose trust in the health care professionals. CONCLUSIONS: Before implementing a deceased-donor organ transplant system in hospitals, health care professionals should attend a training program regarding their concerns. This would increase motivation when approaching patients/patients' families for consent, thus increasing deceased-donor consent rates.