Rationale: In 2005, the lung allocation score (LAS) was implemented to prioritize organ allocation to minimize waiting-list mortality and maximize 1-year survival. It resulted in transplantation of older and sicker patients without changing 1-year survival. Its effect on resource use is unknown.Objectives: To determine changes in resource use over time in lung transplant admissions.Methods: Solid organ transplant recipients were identified within the Nationwide Inpatient Sample (NIS) data from 2000 to 2011. Joinpoint regression methodology was performed to identify a time point of change in mean total hospital charges among lung transplant and other solid-organ transplant recipients. Two temporal lung transplant recipient cohorts identified by joinpoint regression were compared for baseline characteristics and resource use, including total charges for index hospitalization, charges per day, length of stay, discharge disposition, tracheostomy, and need for extracorporeal membrane oxygenation.Measurements and Main Results: A significant point of increased total hospital charges occurred for lung transplant recipients in 2005, corresponding to LAS implementation, which was not seen in other solid-organ transplant recipients. Total transplant hospital charges increased by 40% in the post-LAS cohort ($569,942 [$53,229] vs. $407,489 [$28,360]) along with an increased median length of stay, daily charges, and discharge disposition other than to home. Post-LAS recipients also had higher post-transplant use of extracorporeal membrane oxygenation (odds ratio, 2.35; 95% confidence interval, 1.56-3.55) and higher incidence of tracheostomy (odds ratio, 1.52; 95% confidence interval, 1.22-1.89).Conclusions: LAS implementation is associated with a significant increase in resource use during index hospitalization for lung transplant.
BACKGROUND: Pulmonary complications, including infections, are highly prevalent in patients after hematopoietic cell transplantation with chronic graft-vs-host disease. These comorbid diseases can make the diagnosis of early lung graft-vs-host disease (bronchiolitis obliterans syndrome) challenging. A quantitative method to differentiate among these pulmonary diseases can address diagnostic challenges and facilitate earlier and more targeted therapy. STUDY DESIGN AND METHODS:We conducted a single-center study of 66 patients with CT chest scans analyzed with a quantitative imaging tool known as parametric response mapping. Parametric response mapping results were correlated with pulmonary function tests and clinical characteristics. Five parametric response mapping metrics were applied to K-means clustering and support vector machine models to distinguish among posttransplantation lung complications solely from quantitative output.RESULTS: Compared with parametric response mapping, spirometry showed a moderate correlation with radiographic air trapping, and total lung capacity and residual volume showed a strong correlation with radiographic lung volumes. K-means clustering analysis distinguished four unique clusters. Clusters 2 and 3 represented obstructive physiology (encompassing 81% of patients with bronchiolitis obliterans syndrome) in increasing severity (percentage air trapping 15.6% and 43.0%, respectively). Cluster 1 was dominated by normal lung, and cluster 4 was characterized by patients with parenchymal opacities. A support vector machine algorithm differentiated bronchiolitis obliterans syndrome with a specificity of 88%, sensitivity of 83%, accuracy of 86%, and an area under the receiver operating characteristic curve of 0.85. INTERPRETATION:Our machine learning models offer a quantitative approach for the identification of bronchiolitis obliterans syndrome vs other lung diseases, including late pulmonary complications after hematopoietic cell transplantation.
Lung cancer is the leading cause of cancer mortality worldwide, and efforts to improve outcomes of patients with this disease require a multidisciplinary approach. While surgical resection is the optimal treatment for early stage lung cancer, the high rates of recurrence after resection pose a distinct challenge. In recent years, substantial evidence has accumulated to support adjuvant chemotherapy in Stage II and III non-small cell lung cancer (NSCLC). A recent meta-analysis of large clinical trials of cisplatin-based adjuvant chemotherapy for resected NSCLC showed that the 5-year survival benefit in favor of chemotherapy was 5.3% (hazard ratio for death, 0.89; 95% confidence interval, 0.82-0.96; P = 0.005). The use of adjuvant chemotherapy in Stage I NSCLC remains controversial. Current and future efforts are being directed toward identification of prognostic and predictive markers to select patients at highest risk for recurrence, and of chemotherapeutic agents to which their tumors are most likely to respond. The role of targeted therapies, including those directed at the epidermal growth factor receptor and vascular endothelial growth factor in adjuvant treatment, is currently under investigation. At this time, there are no data to support the routine use of adjuvant radiation treatment, except in cases in which surgical margins are positive.
While multiple donor characteristics have been cited as ideal for lung transplantation, there are minimal widely accepted exclusion criteria. One criterion that many centers view with hesitation is death by drowning. However, recent literature suggests such donors may result in acceptable outcomes following transplantation. This review highlights a case of a patient who underwent a successful bilateral lung transplant from a donor following a drowning event. A review of the current literature is presented, concluding with a new proposed set of favorable donor criteria following death by drowning.
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