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Matthew Bonomo,1,* Michael G Hermsen,1,* Samuel Kaskovich,1 Maximilian J Hemmrich,1 Juan C Rojas,2 Kyle A Carey,3 Laura Ruth Venable,4 Matthew M Churpek,5 Valerie G Press3,6 1Pritzker School of Medicine, University of Chicago, Chicago, IL, USA; 2Department of Medicine, Section of Pulmonary/Critical Care, University of Chicago, Chicago, IL, USA; 3Department of Medicine, Section of General Internal Medicine, University of Chicago, Chicago, IL, USA; 4Department of Medicine, Section of Hospitalist Medicine, University of Chicago, Chicago, IL, USA; 5Department of Medicine, Division of Allergy, Pulmonary and Critical Care Medicine, University of Wisconsin-Madison, Madison, WI, USA; 6Department of Pediatrics, Section of Academic Pediatrics, University of Chicago, Chicago, IL, USA*These authors contributed equally to this workCorrespondence: Valerie G Press, University of Chicago, 5841 S Maryland, MC 2007, Chicago, IL, 60637, USA, Tel +773-702-5170, Email vpress@medicine.bsd.uchicago.eduBackground: Chronic obstructive pulmonary disease (COPD) is a leading cause of hospital readmissions. Few existing tools use electronic health record (EHR) data to forecast patients’ readmission risk during index hospitalizations.Objective: We used machine learning and in-hospital data to model 90-day risk for and cause of readmission among inpatients with acute exacerbations of COPD (AE-COPD).Design: Retrospective cohort study.Participants: Adult patients admitted for AE-COPD at the University of Chicago Medicine between November 7, 2008 and December 31, 2018 meeting International Classification of Diseases (ICD)-9 or − 10 criteria consistent with AE-COPD were included.Methods: Random forest models were fit to predict readmission risk and respiratory-related readmission cause. Predictor variables included demographics, comorbidities, and EHR data from patients’ index hospital stays. Models were derived on 70% of observations and validated on a 30% holdout set. Performance of the readmission risk model was compared to that of the HOSPITAL score.Results: Among 3238 patients admitted for AE-COPD, 1103 patients were readmitted within 90 days. Of the readmission causes, 61% (n = 672) were respiratory-related and COPD (n = 452) was the most common. Our readmission risk model had a significantly higher area under the receiver operating characteristic curve (AUROC) (0.69 [0.66, 0.73]) compared to the HOSPITAL score (0.63 [0.59, 0.67]; p = 0.002). The respiratory-related readmission cause model had an AUROC of 0.73 [0.68, 0.79].Conclusion: Our models improve on current tools by predicting 90-day readmission risk and cause at the time of discharge from index admissions for AE-COPD. These models could be used to identify patients at higher risk of readmission and direct tailored post-discharge transition of care interventions that lower readmission risk.Keywords: chronic obstructive lung disease, COPD, readmissions, machine learning

Objectives: Parathyroid cysts are rare benign lesions of the head and neck that account for less than 1% of cystic neck masses. We present a rare case of a large 6 cm substernal parathyroid cyst., Presentation of Case: An otherwise healthy 65 year-old female presented to the otolaryngology clinic for evaluation of an anterior, midline neck mass. On physical exam, she was noted to have a fullness in the anterior neck extending to the sternal notch. CT demonstrated an enlarged thyroid with a cyst extending to the aortic arch. Initial evaluation suggested a bilateral goiter with substernal extension. The cyst was managed with drainage and observation. After two years of continued growth, the patient underwent a left thyroid lobectomy and mediastinal mass resection via the cervical approach. Final pathology was consistent with a parathyroid cyst., Conclusions: Parathyroid cysts are a rare cause of neck mass in an adult, and a 6 cm substernal parathyroid cyst represents an unusual site and size for these cysts. Parathyroid cysts are not often considered on the differential of neck and mediastinal cystic lesions. However, appropriate steps should be taken to ensure a proper diagnosis for any cystic lesion in the neck., (Copyright © 2022. Published by Elsevier Ltd.)

Regulatory authorities interpret the results of randomized controlled trials according to published principles. The European Medicines Agency (EMA) is planning a revision of the 2000 and 2003 guidance documents on clinical investigation of new medicinal products for the treatment of acute coronary syndrome (ACS) to achieve consistency with current knowledge in the field. This manuscript summarizes the key output from a collaborative workshop, organized by the Cardiovascular Round Table and the European Affairs Committee of the European Society of Cardiology, involving clinicians, academic researchers, trialists, European and US regulators, and pharmaceutical industry researchers. Specific questions in four key areas were selected as priorities for changes in regulatory guidance: patient selection, endpoints, methodologic issues and issues related to the research for novel agents. Patients with ST-segment elevation myocardial infarction (STEMI) and non-STEMI (NSTEMI) should be studied separately for therapies aimed at the specific pathophysiology of either condition, particularly for treatment of the acute phase, but can be studied together for other treatments, especially long-term therapy. Unstable angina patients should be excluded from acute phase ACS trials. In general, cardiovascular death and reinfarction are recommended for primary efficacy endpoints; other endpoints may be considered if specifically relevant for the therapy under study. New agents or interventions should be tested against a background of evidence-based therapy with expanded follow-up for safety assessment. In conclusion, new guidance documents for randomized controlled trials in ACS should consider changes regarding patient and endpoint selection and definitions, and trial designs. Specific requirements for the evaluation of novel pharmacological therapies need further clarification.

Background: Optimal antithrombotic treatment after transcatheter aortic valve replacement (TAVR) is unknown and determined empirically. The direct factor Xa inhibitor rivaroxaban may potentially reduce TAVR-related thrombotic complications and premature valve failure., Design: GALILEO is an international, randomized, open-label, event-driven, phase III trial in more than 1,520 patients without an indication for oral anticoagulation who underwent a successful TAVR (ClinicalTrials.govNCT02556203). Patients are randomized (1:1 ratio), 1 to 7days after a successful TAVR, to either a rivaroxaban-based strategy or an antiplatelet-based strategy. In the experimental arm, subjects receive rivaroxaban (10mg once daily [OD]) plus acetylsalicylic acid (ASA, 75-100mg OD) for 90days followed by rivaroxaban alone. In the control arm, subjects receive clopidogrel (75mg OD) plus ASA (as above) for 90days followed by ASA alone. In case new-onset atrial fibrillation occurs after randomization, full oral anticoagulation will be implemented with maintenance of the original treatment assignment. The primary efficacy end point is the composite of all-cause death, stroke, myocardial infarction, symptomatic valve thrombosis, pulmonary embolism, deep venous thrombosis, and systemic embolism. The primary safety end point is the composite of life-threatening, disabling, and major bleeding, according to the Valve Academic Research Consortium definitions., Conclusions: GALILEO will test the hypothesis that a rivaroxaban-based antithrombotic strategy reduces the risk of thromboembolic complications post-TAVR with an acceptable risk of bleeding compared with the currently recommended antiplatelet therapy-based strategy in subjects without need of chronic oral anticoagulation., (Copyright © 2016 The Authors. Published by Elsevier Inc. All rights reserved.)

Atrial fibrillation (AF) is a major healthcare concern, being associated with an estimated five-fold risk of ischaemic stroke. In patients with AF, anticoagulants reduce stroke risk to a greater extent than acetylsalicylic acid (ASA) or dual antiplatelet therapy (DAPT) with ASA plus clopidogrel. Non-vitamin K antagonist oral anticoagulants (NOACs) are now a widely-accepted therapeutic option for stroke prevention in non-valvular AF (NVAF). There are particular patient types with NVAF for whom treatment challenges remain, owing to sparse clinical data, their high-risk nature or a need to harmonise anticoagulant and antiplatelet regimens if co-administered. This article focuses on three randomised controlled trials (RCTs) that are investigating the utility of rivaroxaban, a direct, oral, factor Xa inhibitor, in additional areas of stroke prevention where data for anticoagulants are lacking: oPen-label, randomized, controlled, multicentre study explorIng twO treatmeNt stratEgiEs of Rivaroxaban and a dose-adjusted oral vitamin K antagonist treatment (PIONEER AF-PCI); New Approach riVaroxoban Inhibition of factor Xa in a Global trial vs Aspirin to prevenT Embolism in Embolic Stroke of Undetermined Source (NAVIGATE ESUS); and Global study comparing a rivAroxaban-based antithrombotic strategy to an antipLatelet-based strategy after transcatheter aortIc vaLve rEplacement to Optimize clinical outcomes (GALILEO). Data from these studies present collaborative efforts to build upon existing registrational Phase III data for rivaroxaban, driving the need for effective and safe treatment of a wider range of patients for stroke prevention.

Aims: X-VeRT is the first prospective randomized trial of a novel oral anticoagulant in patients with atrial fibrillation undergoing elective cardioversion., Methods and Results: We assigned 1504 patients to rivaroxaban (20 mg once daily, 15 mg if creatinine clearance was between 30 and 49 mL/min) or dose-adjusted vitamin K antagonists (VKAs) in a 2:1 ratio. Investigators selected either an early (target period of 1-5 days after randomization) or delayed (3-8 weeks) cardioversion strategy. The primary efficacy outcome was the composite of stroke, transient ischaemic attack, peripheral embolism, myocardial infarction, and cardiovascular death. The primary safety outcome was major bleeding. The primary efficacy outcome occurred in 5 (two strokes) of 978 patients (0.51%) in the rivaroxaban group and in 5 (two strokes) of 492 patients (1.02%) in the VKA group [risk ratio 0.50; 95% confidence interval (CI) 0.15-1.73]. In the rivaroxaban group, four patients experienced primary efficacy events following early cardioversion (0.71%) and one following delayed cardioversion (0.24%). In the VKA group, three patients had primary efficacy events following early cardioversion (1.08%) and two following delayed cardioversion (0.93%). Rivaroxaban was associated with a significantly shorter time to cardioversion compared with VKAs (P < 0.001). Major bleeding occurred in six patients (0.6%) in the rivaroxaban group and four patients (0.8%) in the VKA group (risk ratio 0.76; 95% CI 0.21-2.67)., Conclusion: Oral rivaroxaban appears to be an effective and safe alternative to VKAs and may allow prompt cardioversion., Name of the Trial Registry: Clinicaltrials.gov;, Trial Registration Number: NCT01674647., (Published on behalf of the European Society of Cardiology. All rights reserved. © The Author 2014. For permissions please email: journals.permissions@oup.com.)

Background: Anticoagulation before, during, and after cardioversion is effective in reducing stroke risk in patients with atrial fibrillation., Objective: The objective of this study is to explore the efficacy and safety of rivaroxaban 20 mg once daily (15 mg if creatinine clearance is 30-49 mL/min) compared with dose-adjusted vitamin K antagonists (VKAs; international normalized ratio 2.0-3.0) in patients scheduled for elective cardioversion., Methods: This is a prospective, randomized, open-label, parallel group comparison of approximately 1,500 patients from 17 countries with hemodynamically stable nonvalvular atrial fibrillation of >48 hours or unknown duration. Patients will be randomized 2:1 (rivaroxaban:VKA) using 2 cardioversion strategies: the first approach is early cardioversion with the precardioversion anticoagulation goal of 1 to 5 days using rivaroxaban or usual therapy (heparin + VKA). In these patients, transesophageal echocardiography will be encouraged to exclude atrial thrombi. The alternative approach is delayed cardioversion. Rivaroxaban or VKA will be administered for 21 to 56 days before cardioversion. All patients will receive study treatment for 6 weeks postcardioversion. The primary efficacy end point is a composite of all strokes, transient ischemic attacks, noncentral nervous system systemic emboli, myocardial infarctions, and cardiovascular deaths. Each primary end point component will be evaluated separately, and additional composites will be investigated. The principal safety end point is major bleeding., Clinical Context: This will be the first prospective study of a novel oral anticoagulant in the setting of cardioversion. It will provide important information regarding the use of rivaroxaban in the periods preceding and after cardioversion in a broad patient population., (Copyright © 2014 Mosby, Inc. All rights reserved.)

Macrophage migration inhibitory factor (MIF), a structurally and functionally unique pleiotropic mediator in inflammation and immune processes, was identified decades ago. There is now strong evidence that MIF promotes revascularization and is involved in wound healing processes. However, its exact role in wound healing is still a matter of debate. A cohort of 33 patients was recruited, including 14 patients with acute and 19 patients with chronic wounds. Both serum and wound fluid samples were collected from each patient, and MIF and cortisol concentrations were determined. To functionally underscore MIF's potential role in wound revascularization, a chemotaxis assay was adapted to test whether and to what extent serum samples and wound fluids of each group promote the chemotactic migration of endothelial progenitor cells (EPCs). MIF serum levels were significantly higher in chronic wound patients than in acute wound patients. Wound exudates of chronic wounds, however, contained a significantly lower concentration of MIF. In chronic wound patients, EPC migration might be delayed, as suggested by in vitro chemotaxis experiments. Despite the overall descriptive nature of this study, we conclude that MIF is correlated with occurrence of chronic wound. The increased MIF levels in the serum of chronic wound patients might be due to MIF's systemic effect of its proinflammatory activities, while its locally decreased levels in chronic wound exudates might be responsible for impaired recruitment of EPCs. Additional prospective data and detailed in vivo models are needed for a more comprehensive understanding of the role of MIF in chronic wound healing., (© 2012 by the Wound Healing Society.)