31 research outputs found

    COVID-19 severity and thrombo-inflammatory response linked to ethnicity

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    Although there is strong evidence that SARS-CoV-2 infection is associated with adverse outcomes in certain ethnic groups, the association of disease severity and risk factors such as comorbidities and biomarkers with racial disparities remains undefined. This retrospective study between March 2020 and February 2021 explores COVID-19 risk factors as predictors for patients’ disease progression through country comparison. Disease severity predictors in Germany and Japan were cardiovascular-associated comorbidities, dementia, and age. We adjusted age, sex, body mass index, and history of cardiovascular disease comorbidity in the country cohorts using a propensity score matching (PSM) technique to reduce the influence of differences in sample size and the surprisingly young, lean Japanese cohort. Analysis of the 170 PSM pairs confirmed that 65.29% of German and 85.29% of Japanese patients were in the uncomplicated phase. More German than Japanese patients were admitted in the complicated and critical phase. Ethnic differences were identified in patients without cardiovascular comorbidities. Japanese patients in the uncomplicated phase presented a suppressed inflammatory response and coagulopathy with hypocoagulation. In contrast, German patients exhibited a hyperactive inflammatory response and coagulopathy with hypercoagulation. These differences were less pronounced in patients in the complicated phase or with cardiovascular diseases. Coagulation/fibrinolysis-associated biomarkers rather than inflammatory-related biomarkers predicted disease severity in patients with cardiovascular comorbidities: platelet counts were associated with severe illness in German patients. In contrast, high D-dimer and fibrinogen levels predicted disease severity in Japanese patients. Our comparative study indicates that ethnicity influences COVID-19-associated biomarker expression linked to the inflammatory and coagulation (thrombo-inflammatory) response. Future studies will be necessary to determine whether these differences contributed to the less severe disease progression observed in Japanese COVID-19 patients compared with those in Germany

    Covid-19 triage in the emergency department 2.0: how analytics and AI transform a human-made algorithm for the prediction of clinical pathways

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    The Covid-19 pandemic has pushed many hospitals to their capacity limits. Therefore, a triage of patients has been discussed controversially primarily through an ethical perspective. The term triage contains many aspects such as urgency of treatment, severity of the disease and pre-existing conditions, access to critical care, or the classification of patients regarding subsequent clinical pathways starting from the emergency department. The determination of the pathways is important not only for patient care, but also for capacity planning in hospitals. We examine the performance of a human-made triage algorithm for clinical pathways which is considered a guideline for emergency departments in Germany based on a large multicenter dataset with over 4,000 European Covid-19 patients from the LEOSS registry. We find an accuracy of 28 percent and approximately 15 percent sensitivity for the ward class. The results serve as a benchmark for our extensions including an additional category of palliative care as a new label, analytics, AI, XAI, and interactive techniques. We find significant potential of analytics and AI in Covid-19 triage regarding accuracy, sensitivity, and other performance metrics whilst our interactive human-AI algorithm shows superior performance with approximately 73 percent accuracy and up to 76 percent sensitivity. The results are independent of the data preparation process regarding the imputation of missing values or grouping of comorbidities. In addition, we find that the consideration of an additional label palliative care does not improve the results

    The Role of Microbiota in Preventing Multidrug-Resistant Bacterial Infections

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    Background: The introduction of industrially produced antibiotics was a milestone in the history of medicine. Now, almost a century later, the adverse consequences of these highly effective drugs have become evident in the form of antibiotic-resistant infections, which are on the rise around the world. The search for solutions to this problem has involved both the introduction of newer types of antibiotics and, increasingly, the development of alternative strategies to prevent infections due to multidrug-resistant bacteria. In this article, we review the pathophysiological connection between the use of antibiotics and the occurrence of such infections. We also discuss some alternative strategies that are currently under development. Methods: This review is based on pertinent articles that appeared from January 2000 to April 2019 and were retrieved by a selective search in the PubMed database employing the search term (microbiota OR microbiome) AND infection. Further suggestions by our author team regarding relevant literature were considered as well. Results: The spectrum of preventive strategies encompasses measures for the protection of the intestinal microbiota (antimicrobial stewardship, neutralization of antibiotic residues in the bowel, use of phages and species-specific antibiotics) as well as measures for its reconstitution (prebiotics, probiotics, and fecal microbiota transfer). Conclusion: In view of the major problem that multidrug-resistant bacteria pose for the world's population and the resources now being spent on the search for a solution, derived both from public funding and from the pharmaceutical industry, we hope to see new, clinically useful approaches being developed and implemented in the near future

    Epidemiology of Surgical Site Infections With Staphylococcus aureus in Europe: Protocol for a Retrospective, Multicenter Study

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    Background: Surgical site infections (SSIs) are among the most common hospital acquired infections. While the incidence of SSI in certain indicator procedures is the subject of ongoing surveillance efforts in hospitals and health care systems around the world, SSI rates vary markedly within surgical categories and are poorly represented by routinely monitored indicator procedures (eg, mastectomy or hernia surgery). Therefore, relying on indicator procedures to estimate the burden of SSI is imprecise and introduces bias as hospitals may take special precautions to achieve lower SSI rates. The most common cause of SSI is Staphylococcus aureus (S. aureus), as recently confirmed by a Europe-wide point-prevalence study conducted by the European Centre for Disease Prevention and Control (ECDC). Objective: The primary objective of this study is to determine the overall and procedure-specific incidence of S. aureus SSI in Europe. Secondary objectives are the overall and procedure-specific outcomes as well as the economic burden of S. aureus SSI in Europe. Explorative objectives are to characterize the composition of the surgical patient population and to estimate the number of patients at risk for S. aureus SSI. Methods: A retrospective, multinational, multicenter cohort study (Staphylococcus aureus Surgical Site Infection Multinational Epidemiology in Europe [SALT] study) with a nested case-control part will be conducted. The study will include all surgical procedures at a participating center in order to prevent selection bias and strengthen the understanding of SSI risk by determining the incidence for all common surgical procedures. Data will be assessed in the cohort population, including 150,000 adult patients who underwent any surgical procedure in 2016, and the case-control population. We will match patients establishing S. aureus SSI 1:1 with controls from the same center. Data on demographics, surgery, and microbiology will be exported from electronic files. More detailed data will be captured from the case-control population. The SALT study will include 13 major or academic surgical centers in Europe, comprising 3 in France, 4 in Germany, 2 in Italy, 3 in Spain, and 1 in the United Kingdom. Sites were selected using a feasibility questionnaire. Results: The SALT study is currently recruiting patients. The aim is to complete recruitment in February 2018 and to close the database in September 2018. The final results are expected by the end of 2018. Conclusions: Results of the SALT study will help to better understand the precise risk of certain procedures. They will also provide insight into the overall and procedure-specific incidence and outcome as well as the economic burden of S. aureus SSI in Europe. Findings of the study may help guide the design of clinical trials for S. aureus vaccines

    Chlorhexidine-containing dressings in the prevention of central venous catheter-related bloodstream infections: A cost and resource utilization analysis

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    Background: A recent study reported a reduction in probable/definite central venous catheter (CVC)-related bloodstream infections (CRBSIs) in neutropenic high-risk patients using CVC dressings with a chlorhexidine-containing gel pad. Methods: Based on published data, a health-economic analysis was performed to analyze the economic effect of using CVC dressings with a chlorhexidine-containing gel pad compared to non-chlorhexidine control dressings. A micro-costing approach was used to determine CRBSI-related direct treatment cost factors. Results: Between February 2012 and September 2014, 356 patients (178 patients in both groups) were analyzed. Distribution of probable and definite CRBSI in the chlorhexidine group and control group were 12 (7%) vs 18 (10%) and 9 (5%) vs 21 (12%), respectively (P = .011). Median overall length of stay (25 vs 27.5 days: P=.630) and days on treatment with antibacterials (10 vs 12 days: P = .140) were similar between the chlorhexidine and control groups. The most important cost driver in both groups was treatment on general ward ((sic)4275 [US5173],interquartilerange[IQR]:(sic)592(sic)6504[US 5173], interquartile range [IQR]: (sic)592 - (sic)6504 [US 716 - US7871]vs(sic)4560[US 7871] vs (sic)4560 [US 5518], IQR: (sic)1227 - (sic)8567 [US1485US 1485 - US 10,367]; P=.120), resulting in median overall direct treatment costs of (sic)13,881 (US16,798)(IQR:(sic)10,922(sic)25,457(US 16,798) (IQR: (sic)10,922 - (sic)25,457 (US 13,217 - US30,807)vs(sic)13,929[US 30,807) vs (sic)13,929 [US 16,856] [IQR: (sic)11,295 - (sic)23,561 (US13,669US 13,669 - US 28,512); P=.640]). Conclusion: Our study shows similar results in overall direct treatment costs, meaning that higher acquisition costs of chlorhexidine-containing dressings did not translate into higher costs. Expenses were primarily outweighed by a lower rate of probable/definite CRBSI and reduced associated costs. (C) 2018 Association for Professionals in Infection Control and Epidemiology. Inc. Published by Elsevier Inc. All rights reserved

    Treatment cost development of patients undergoing remission induction chemotherapy: a pharmacoeconomic analysis before and after introduction of posaconazole prophylaxis

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    Prior clinical trials have demonstrated efficacy and effectiveness of posaconazole in the prophylaxis of invasive fungal diseases in high-risk patients. Controversy exists about the cost-effectiveness of this approach. We performed an analysis comparing the direct costs of posaconazole prophylaxis against polyene mouthwash (thrush) prophylaxis in patients with acute myelogenous leukaemia (AML). Data of AML patients receiving remission-induction chemotherapy were extracted from the CoCoNut (Cologne Cohort of Neutropenic Patients) database to compare hospital costs of patients before (2003-2005) and after (2006-2008) introduction of posaconazole prophylaxis. Treatment on general ward, intensive care unit (ICU), mechanical ventilation, diagnostic procedures, and all anti-infectives were calculated. Patient groups were well matched according to age, gender and duration of neutropenia. The mean costs per patient in the posaconazole group (n=76) and the polyene mouthwash group (n=81) were Euro21040 (95% confidence interval (CI): Euro18204-Euro23876) and Euro23169 (95% CI: Euro19402-Euro26937) per patient. Antifungal treatment costs were Euro4580 (95% CI: Euro3678-Euro5482) and Euro4019 (95% CI: Euro2825-Euro5214). Duration on the ICU was 2582 (95% CI: 984.1-4181.7) and 5517 (95% CI: 2206-8827.3) min. In our hospital, primary antifungal prophylaxis by posaconazole was cost-effective. There was a trend towards cost savings, which was primarily caused by a shorter overall length of stay and the less frequent ICU treatment

    HEnRY: a DZIF LIMS tool for the collection and documentation of biomaterials in multicentre studies

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    Background Well-characterized biomaterials of high quality have great potential for acceleration and quality improvement in translational biomedical research. To improve accessibility of local sample collections, efforts have been made to create central biomaterial banks and catalogues. Available technical solutions for creating professional local sample catalogues and connecting them to central systems are cost intensive and/or technically complex to implement. Therefore, the Translational Thematic Unit HIV of the German Center for Infection Research (DZIF) developed a Laboratory Information and Management System (LIMS) called HIV Engaged Research Technology (HEnRY) for implementation into the Translational Platform HIV (TP-HIV) at the DZIF and other research networks. Results HEnRY is developed at the University Hospital of Cologne. It is an advanced LIMS to manage processing and storage of samples and aliquots of different sample types. Features include: monitoring of stored samples and associated information data selection via query tools or Structured Query Language (SQL) preparation of summary documents, including scannable search lists centralized management of the practical laboratory part of multicentre studies (e.g. import of drawing schemes and sample processing steps), preparation of aliquot shipments, including associated documents to be added to shipments unique and secure identification of aliquots through use of customizable Quick Response (QR) code labels directly from HEnRY support of aliquot data transmission to central registries. In summary, HEnRY offers all features necessary for a LIMS software. In addition, the structure of HEnRY provides sufficient flexibility to allow the implementation in other research areas. Conclusion HEnRY is a free biobanking tool published under the MIT license. While it was developed to support HIV research in Germany, the feature set and language options, allow much broader applications and make this a powerful free research tool
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