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1.
J Nucl Cardiol ; 27(2): 592-608, 2020 04.
Article in English | MEDLINE | ID: mdl-30066279

ABSTRACT

BACKGROUND: Multimodality imaging is recommended to diagnose infective endocarditis. Value of additional imaging to echocardiography in patients selected by a previously proposed flowchart has not been evaluated. METHODS: An observational single-center study was performed. Adult patients suspected of endocarditis/device infection were prospectively and consecutively enrolled from March 2016 to August 2017. Adherence to a diagnostic imaging-in-endocarditis-flowchart was evaluated in 176 patients. Imaging techniques were compared head-to-head in 46 patients receiving echocardiography (transthoracic plus transesophageal), multi-detector computed tomography angiography (MDCTA), and 18F-fluorodeoxyglucose positron emission tomography (FDG-PET/CT). RESULTS: 69% of patients (121/176) adhered to the flowchart. Sensitivity of echocardiography, MDCTA, FDG-PET/CT in patients without prosthesis was 71%, 57%, 29% (86% when combined), while specificity was 100%, 75%, 100%, respectively. Sensitivity in patients with prosthesis was 75%, 75%, 83%, respectively (100% when combined), while specificity was 86% for all three modalities. Echocardiography performed best in the assessment of vegetations, morphological valve abnormalities/dehiscence, septum defects, and fistula formation. MDCTA performed best in the assessment of abscesses and ventricular assist device infection. FDG-PET/CT performed best in the assessment of cardiac device infection, extracardiac infectious foci, and alternative diagnoses. CONCLUSIONS: This study demonstrates that the evaluated imaging-in-endocarditis-flowchart is applicable in daily clinical practice. Echocardiography, MDCTA, and FDG-PET/CT provide relevant complementary diagnostic information, particularly in patients with intracardiac prosthetic material.


Subject(s)
Endocarditis, Bacterial/diagnostic imaging , Endocarditis/diagnostic imaging , Positron Emission Tomography Computed Tomography/methods , Adolescent , Adult , Aged , Aged, 80 and over , Computed Tomography Angiography/methods , Defibrillators, Implantable , Echocardiography , Female , Fluorodeoxyglucose F18 , Heart Valve Prosthesis , Humans , Male , Middle Aged , Multimodal Imaging/methods , Pacemaker, Artificial , Positron-Emission Tomography/methods , Prospective Studies , Prosthesis-Related Infections , Radiopharmaceuticals , Reproducibility of Results , Software Design , Young Adult
2.
Circulation ; 138(14): 1412-1427, 2018 10 02.
Article in English | MEDLINE | ID: mdl-30018167

ABSTRACT

BACKGROUND: 18F-Fluorodeoxyglucose (FDG) positron-emission tomography/computed tomography (PET/CT) was recently introduced as a new tool for the diagnosis of prosthetic heart valve endocarditis (PVE). Previous studies reporting a modest diagnostic accuracy may have been hampered by unstandardized image acquisition and assessment, and several confounders, as well. The aim of this study was to improve the diagnostic performance of FDG PET/CT in patients in whom PVE was suspected by identifying and excluding possible confounders, using both visual and standardized quantitative assessments. METHODS: In this multicenter study, 160 patients with a prosthetic heart valve (median age, 62 years [43-73]; 68% male; 82 mechanical valves; 62 biological; 9 transcatheter aortic valve replacements; 7 other) who underwent FDG PET/CT for suspicion of PVE, and 77 patients with a PV (median age, 73 years [65-77]; 71% male; 26 mechanical valves; 45 biological; 6 transcatheter aortic valve replacements) who underwent FDG PET/CT for other indications (negative control group), were retrospectively included. Their scans were reassessed by 2 independent observers blinded to all clinical data, both visually and quantitatively on available European Association of Nuclear Medicine Research Ltd-standardized reconstructions. Confounders were identified by use of a logistic regression model and subsequently excluded. RESULTS: Visual assessment of FDG PET/CT had a sensitivity/specificity/positive predictive value/negative predictive value for PVE of 74%/91%/89%/78%, respectively. Low inflammatory activity (C-reactive protein <40 mg/L) at the time of imaging and use of surgical adhesives during prosthetic heart valve implantation were significant confounders, whereas recent valve implantation was not. After the exclusion of patients with significant confounders, diagnostic performance values of the visual assessment increased to 91%/95%/95%/91%. As a semiquantitative measure of FDG uptake, a European Association of Nuclear Medicine Research Ltd-standardized uptake value ratio of ≥2.0 was a 100% sensitive and 91% specific predictor of PVE. CONCLUSIONS: Both visual and quantitative assessments of FDG PET/CT have a high diagnostic accuracy in patients in whom PVE is suspected. FDG PET/CT should be implemented early in the diagnostic workup to prevent the negative confounding effects of low inflammatory activity (eg, attributable to prolonged antibiotic therapy). Recent valve implantation was not a significant predictor of false-positive interpretations, but surgical adhesives used during implantation were.


Subject(s)
Endocarditis, Bacterial/diagnostic imaging , Fluorodeoxyglucose F18/administration & dosage , Heart Valve Prosthesis Implantation/adverse effects , Heart Valve Prosthesis Implantation/instrumentation , Heart Valve Prosthesis/adverse effects , Heart Valves/surgery , Positron Emission Tomography Computed Tomography , Prosthesis-Related Infections/diagnostic imaging , Radiopharmaceuticals/administration & dosage , Adult , Aged , Endocarditis, Bacterial/microbiology , Female , Heart Valves/diagnostic imaging , Humans , Male , Middle Aged , Netherlands , Observer Variation , Predictive Value of Tests , Prosthesis-Related Infections/microbiology , Reproducibility of Results , Retrospective Studies , Risk Factors , Severity of Illness Index , Treatment Outcome
3.
J Med Internet Res ; 21(6): e12843, 2019 05 24.
Article in English | MEDLINE | ID: mdl-31199325

ABSTRACT

BACKGROUND: Analyzing process and outcome measures for all patients diagnosed with an infection in a hospital, including those suspected of having an infection, requires not only processing of large datasets but also accounting for numerous patient parameters and guidelines. Substantial technical expertise is required to conduct such rapid, reproducible, and adaptable analyses; however, such analyses can yield valuable insights for infection management and antimicrobial stewardship (AMS) teams. OBJECTIVE: The aim of this study was to present the design, development, and testing of RadaR (Rapid analysis of diagnostic and antimicrobial patterns in R), a software app for infection management, and to ascertain whether RadaR can facilitate user-friendly, intuitive, and interactive analyses of large datasets in the absence of prior in-depth software or programming knowledge. METHODS: RadaR was built in the open-source programming language R, using Shiny, an additional package to implement Web-app frameworks in R. It was developed in the context of a 1339-bed academic tertiary referral hospital to handle data of more than 180,000 admissions. RESULTS: RadaR enabled visualization of analytical graphs and statistical summaries in a rapid and interactive manner. It allowed users to filter patient groups by 17 different criteria and investigate antimicrobial use, microbiological diagnostic use and results including antimicrobial resistance, and outcome in length of stay. Furthermore, with RadaR, results can be stratified and grouped to compare defined patient groups on the basis of individual patient features. CONCLUSIONS: AMS teams can use RadaR to identify areas within their institutions that might benefit from increased support and targeted interventions. It can be used for the assessment of diagnostic and therapeutic procedures and for visualizing and communicating analyses. RadaR demonstrated the feasibility of developing software tools for use in infection management and for AMS teams in an open-source approach, thus making it free to use and adaptable to different settings.


Subject(s)
Anti-Infective Agents/therapeutic use , Antimicrobial Stewardship/standards , Medical Informatics Applications , Software/standards , Humans
4.
EMBO J ; 31(11): 2615-28, 2012 May 30.
Article in English | MEDLINE | ID: mdl-22531785

ABSTRACT

Bacterial pathogens modulate host cell apoptosis to establish a successful infection. Pore-forming toxins (PFTs) secreted by pathogenic bacteria are major virulence factors and have been shown to induce various forms of cell death in infected cells. Here we demonstrate that the highly conserved caspase-2 is required for PFT-mediated apoptosis. Despite being the second mammalian caspase to be identified, the role of caspase-2 during apoptosis remains enigmatic. We show that caspase-2 functions as an initiator caspase during Staphylococcus aureus α-toxin- and Aeromonas aerolysin-mediated apoptosis in epithelial cells. Downregulation of caspase-2 leads to a strong inhibition of PFT-mediated apoptosis. Activation of caspase-2 is PIDDosome-independent, and endogenous caspase-2 is recruited to a high-molecular-weight complex in α-toxin-treated cells. Interestingly, prevention of PFT-induced potassium efflux inhibits the formation of caspase-2 complex, leading to its inactivation, thus resisting apoptosis. These results revealed a thus far unknown, obligatory role for caspase-2 as an initiator caspase during PFT-mediated apoptosis.


Subject(s)
Apoptosis/physiology , Caspase 2/metabolism , Cysteine Endopeptidases/metabolism , Apoptosis/drug effects , Bacterial Toxins/pharmacology , Down-Regulation , HeLa Cells , Hemolysin Proteins/pharmacology , Humans , Keratinocytes/metabolism , Pore Forming Cytotoxic Proteins/pharmacology , Potassium/analysis , Potassium/metabolism
5.
BMC Infect Dis ; 16: 148, 2016 Apr 14.
Article in English | MEDLINE | ID: mdl-27074951

ABSTRACT

BACKGROUND: Trichosporon species are ubiquitously spread and known to be part of the normal human flora of the skin and gastrointestinal tract. Trichosporon spp. normally cause superficial infections. However, in the past decade Trichosporon spp. are emerging as opportunistic agents of invasive fungal infections, particularly in severely immunocompromised patients. Clinical isolates are usually sensitive to triazoles, but strains resistant to multiple triazoles have been reported. CASE PRESENTATION: We report a high-level pan-azole resistant Trichosporon dermatis isolate causing an invasive cholangitis in a patient after liver re-transplantation. This infection occurred despite of fluconazole and low dose amphotericin B prophylaxis, and treatment with combined liposomal amphotericin B and voriconazole failed. CONCLUSION: This case and recent reports in literature show that not only bacteria are evolving towards pan-resistance, but also pathogenic yeasts. Prudent use of antifungals is important to withstand emerging antifungal resistance.


Subject(s)
Trichosporonosis/diagnosis , Amphotericin B/therapeutic use , Antifungal Agents/therapeutic use , Cholangitis/diagnosis , Cholangitis/drug therapy , Cholangitis/microbiology , Drug Resistance, Fungal , Hepatic Encephalopathy/diagnosis , Humans , Liver Cirrhosis/therapy , Liver Transplantation , Male , Microbial Sensitivity Tests , Middle Aged , Peritonitis/diagnosis , Phylogeny , Trichosporon/classification , Trichosporon/drug effects , Trichosporon/isolation & purification , Trichosporonosis/drug therapy , Trichosporonosis/microbiology , Voriconazole/therapeutic use
6.
Eur Respir J ; 46(2): 444-55, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26022960

ABSTRACT

Multidrug-resistant tuberculosis (MDR-TB) is a major global health problem. The loss of susceptibility to an increasing number of drugs behoves us to consider the evaluation of non-traditional anti-tuberculosis drugs.Clarithromycin, a macrolide antibiotic, is defined as a group 5 anti-tuberculosis drug by the World Health Organization; however, its role or efficacy in the treatment of MDR-TB is unclear. A systematic review of the literature was conducted to summarise the evidence for the activity of macrolides against MDR-TB, by evaluating in vitro, in vivo and clinical studies. PubMed and Embase were searched for English language articles up to May 2014.Even though high minimum inhibitory concentration values are usually found, suggesting low activity against Mycobacterium tuberculosis, the potential benefits of macrolides are their accumulation in the relevant compartments and cells in the lungs, their immunomodulatory effects and their synergistic activity with other anti-TB drugs.A future perspective may be use of more potent macrolide analogues to enhance the activity of the treatment regimen.


Subject(s)
Antitubercular Agents/therapeutic use , Macrolides/therapeutic use , Mycobacterium tuberculosis/drug effects , Tuberculosis, Multidrug-Resistant/drug therapy , Humans , Microbial Sensitivity Tests
7.
J Antimicrob Chemother ; 70(5): 1298-302, 2015 May.
Article in English | MEDLINE | ID: mdl-25634990

ABSTRACT

OBJECTIVES: The presence of the arginine catabolic mobile element (ACME) in Staphylococcus aureus has been reported to enhance the colonization of the human host. The aim of this study was to determine the genetic organization of composite islands harbouring ACME. METHODS: Two ACME-positive S. aureus isolates obtained during two different surveys conducted in the Netherlands and Poland were characterized in this study. The isolates were analysed by spa typing, DNA microarrays and whole-genome sequencing. RESULTS: The two isolates harboured a truncated yet fully functional ACME type II with an identical nucleotide sequence, but differed in their adjacent mobile genetic elements. The first strain was a livestock-associated ST398-t011 MRSA, which had a staphylococcal cassette chromosome mec (SCCmec) composite island composed of SCCpls adjacent to orfX followed by ACME type II and SCCmec type IVa. The second ACME-positive isolate was an ST8-t008 MSSA. Its composite island showed an SCC-like element carrying the ccrC gene followed by ACME II. CONCLUSIONS: This is the first report of an ACME in a livestock-associated MRSA ST398. It is also the first presentation of an ACME composite island structure in an MSSA isolate. Our findings indicate an extensive mosaicism of composite islands in S. aureus, which has implications for the transmissibility among humans and thus for public health.


Subject(s)
Conserved Sequence , Gene Transfer, Horizontal , Genome, Bacterial , Genomic Islands , Interspersed Repetitive Sequences , Staphylococcus aureus/genetics , Animals , Genotype , Humans , Livestock , Molecular Typing , Netherlands , Poland , Sequence Analysis, DNA , Staphylococcal Infections/microbiology , Staphylococcal Infections/transmission , Staphylococcus aureus/classification , Staphylococcus aureus/isolation & purification
8.
Cell Microbiol ; 16(4): 451-65, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24164701

ABSTRACT

Staphylococcus aureus is a Gram-positive human pathogen that is readily internalized by professional phagocytes such as macrophages and neutrophils but also by non-professional phagocytes such as epithelial or endothelial cells. Intracellular bacteria have been proposed to play a role in evasion of the innate immune system and may also lead to dissemination within migrating phagocytes. Further, S. aureus efficiently lyses host cells with a battery of cytolytic toxins. Recently, phenol-soluble modulins (PSM) have been identified to comprise a genus-specific family of cytolytic peptides. Of these the PSMα peptides have been implicated in killing polymorphonuclear leucocytes after phagocytosis. We questioned if the peptides were active in destroying endosomal membranes to avoid lysosomal killing of the pathogen and monitored integrity of infected host cell endosomes by measuring the acidity of the intracellular bacterial microenvironment via flow cytometry and by a reporter recruitment technique. Isogenic mutants of the methicillin-resistant S. aureus (MRSA) strains USA300 LAC, USA400 MW2 as well as the strongly cytolytic methicillin-sensitive strain 6850 were compared with their respective wild type strains. In all three genetic backgrounds, PSMα mutants were unable to escape from phagosomes in non-professional (293, HeLa, EAhy.926) and professional phagocytes (THP-1), whereas mutants in PSMß and δ-toxin as well as ß-toxin, phosphatidyl inositol-dependent phospholipase C and Panton Valentine leucotoxin escaped with efficiencies of the parental strains. S. aureus replicated intracellularly only in presence of a functional PSMα operon thereby illustrating that bacteria grow in the host cell cytoplasm upon phagosomal escape.


Subject(s)
Bacterial Toxins/metabolism , Carboxylic Acids/analysis , Cytoplasm/microbiology , Phagosomes/chemistry , Phagosomes/drug effects , Staphylococcus aureus/enzymology , Staphylococcus aureus/growth & development , Cell Line , Epithelial Cells/microbiology , Fibroblasts/microbiology , Flow Cytometry , Humans , Monocytes/microbiology , Phagosomes/microbiology , Staphylococcus aureus/physiology
9.
Circulation ; 128(1): 50-9, 2013 Jul 02.
Article in English | MEDLINE | ID: mdl-23720451

ABSTRACT

BACKGROUND: During pathogenesis of infective endocarditis, Staphylococcus aureus adherence often occurs without identifiable preexisting heart disease. However, molecular mechanisms mediating initial bacterial adhesion to morphologically intact endocardium are largely unknown. METHODS AND RESULTS: Perfusion of activated human endothelial cells with fluorescent bacteria under high-shear-rate conditions revealed 95% attachment of the S aureus by ultralarge von Willebrand factor (ULVWF). Flow experiments with VWF deletion mutants and heparin indicate a contribution of the A-type domains of VWF to bacterial binding. In this context, analyses of different bacterial deletion mutants suggest the involvement of wall teichoic acid but not of staphylococcal protein A. The presence of inactivated platelets and serum increased significantly ULVWF-mediated bacterial adherence. ADAMTS13 (a disintegrin and metalloproteinase with thrombospondin motifs 13) caused a dose-dependent reduction of bacterial binding and a reduced length of ULVWF, but single cocci were still tethered by ULVWF at physiological levels of ADAMTS13. To further prove the role of VWF in vivo, we compared wild-type mice with VWF knockout mice. Binding of fluorescent bacteria was followed in tumor necrosis factor-α-stimulated tissue by intravital microscopy applying the dorsal skinfold chamber model. Compared with wild-type mice (n=6), we found less bacteria in postcapillary (60±6 versus 32±5 bacteria) and collecting venules (48±5 versus 18±4 bacteria; P<0.05) of VWF knockout mice (n=5). CONCLUSIONS: Our data provide the first evidence that ULVWF contributes to the initial pathogenic step of S aureus-induced endocarditis in patients with an apparently intact endothelium. An intervention reducing the ULVWF formation with heparin or ADAMTS13 suggests novel therapeutic options to prevent infective endocarditis.


Subject(s)
Endocarditis, Bacterial/metabolism , Endothelial Cells/microbiology , Staphylococcal Infections/metabolism , Staphylococcus aureus/metabolism , von Willebrand Factor/metabolism , ADAM Proteins/metabolism , ADAMTS13 Protein , Animals , Anticoagulants/metabolism , Anticoagulants/pharmacology , Bacterial Adhesion/physiology , Blood Platelets/metabolism , Blood Platelets/microbiology , Endocarditis, Bacterial/microbiology , Endocarditis, Bacterial/prevention & control , Endothelial Cells/cytology , Endothelial Cells/physiology , Fibrinogen/metabolism , Fibrinogen/pharmacology , Heparin/metabolism , Heparin/pharmacology , Human Umbilical Vein Endothelial Cells , Humans , Metalloendopeptidases/metabolism , Mice , Mice, Knockout , Particle Size , Skin/cytology , Skin/microbiology , Staphylococcal Infections/microbiology , Staphylococcal Infections/prevention & control , Staphylococcus aureus/pathogenicity , Stress, Mechanical , Virulence Factors/metabolism , von Willebrand Factor/chemistry , von Willebrand Factor/genetics
10.
Curr Opin Anaesthesiol ; 27(4): 377-81, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24979069

ABSTRACT

PURPOSE OF REVIEW: Prevention of surgical site infections is a key issue to patient safety and the success of surgical interventions. Systemic antimicrobial prophylaxis is one important component of a perioperative infection prevention bundle. This review focuses on selected recent developments and important concepts in the field. RECENT FINDINGS: Joint guidelines (American Society of Health-System Pharmacists, Infectious Diseases Society of America, Surgical Infection Society, Society for Healthcare Epidemiology of America) for antimicrobial prophylaxis in surgery have been recently revised and updated. Furthermore, European Centre for Disease Prevention and Control has issued a report identifying key factors for success. Important updated fields include the duration of prophylaxis; the selection and dosing of the antimicrobial drug; the precise timing of administration; and common and basic principles, including the implementation of local guidelines and attributing the responsibility of appropriate timing to anaesthesiologists. Additionally, the role of preoperative selective digestive decontamination (SDD) in gastrointestinal surgery receives increasing attention. A major concern of SDD, namely increasing microbial resistance, has not been demonstrated to date. SUMMARY: Most frequently, anaesthesiologists administer perioperative antimicrobial prophylaxis. Identification of core principles and harmonization of protocols should facilitate this task and thus help to improve patient safety and to monitor compliance. However, local and regional epidemiology have to be taken into account in order to establish local protocols.


Subject(s)
Anti-Infective Agents/therapeutic use , Antibiotic Prophylaxis/methods , Perioperative Care/methods , Anti-Infective Agents/administration & dosage , Anti-Infective Agents/adverse effects , Antibiotic Prophylaxis/adverse effects , Drug Hypersensitivity , Humans
11.
Sci Rep ; 14(1): 2317, 2024 01 28.
Article in English | MEDLINE | ID: mdl-38282072

ABSTRACT

Infection-related consultations on intensive care units (ICU) have a positive impact on quality of care and clinical outcome. However, timing of these consultations is essential and to date they are typically event-triggered and reactive. Here, we investigate a proactive approach to identify patients in need for infection-related consultations by machine learning models using routine electronic health records. Data was retrieved from a mixed ICU at a large academic tertiary care hospital including 9684 admissions. Infection-related consultations were predicted using logistic regression, random forest, gradient boosting machines, and long short-term memory neural networks (LSTM). Overall, 7.8% of admitted patients received an infection-related consultation. Time-sensitive modelling approaches performed better than static approaches. Using LSTM resulted in the prediction of infection-related consultations in the next clinical shift (up to eight hours in advance) with an area under the receiver operating curve (AUROC) of 0.921 and an area under the precision recall curve (AUPRC) of 0.541. The successful prediction of infection-related consultations for ICU patients was done without the use of classical triggers, such as (interim) microbiology reports. Predicting this key event can potentially streamline ICU and consultant workflows and improve care as well as outcome for critically ill patients with (suspected) infections.


Subject(s)
Critical Care , Intensive Care Units , Humans , Hospitalization , Referral and Consultation , Machine Learning
12.
Article in English | MEDLINE | ID: mdl-38628373

ABSTRACT

Objective: Audit and feedback is an antimicrobial stewardship (AMS) strategy, with the potential to also optimize antimicrobial use in non-audited patients. This study aimed to determine whether audit and feedback reduce antimicrobial use in both audited and non-audited patients. Design: Before-after trial with a 1-year intervention period and 2.5-year historical cohort. Setting: 750-bed community hospital in the Netherlands. Patients: All patients admitted to the urology wards during the 3.5-year study period were observed. Patients were classified as using antimicrobials if any antimicrobial was used for therapeutic reasons. Patients using antimicrobials prophylactically were excluded from measurements. Intervention: The AMS team provided audit and feedback on antimicrobial use for patients using antimicrobials for 2 days. Retrospectively, antimicrobial use and length of stay (LOS) were compared with the historical cohort. Results: Audits modified antimicrobial treatment in 52.8% of the cases. De-escalating, stopping, and switching from intravenous to oral treatment accounted for 72% of these modifications. Compared to patients from the cohort, who also used antimicrobials for 2 days, antimicrobial use decreased from 14.21 DDD/patient (95% CI, 13.08-15.34) to 11.45 DDD/patient (95% CI, 8.26-14.64; P = .047) for audited patients. Furthermore, mean LOS decreased from 7.42 days (95% CI, 6.79-8.06) to 6.13 days (95% CI, 5.38-6.89; P = .031). However, looking at all patients admitted to the urology wards, the percentage of patients using antimicrobials and total antimicrobial use remained unchanged. Conclusions: Audit and feedback reduce antimicrobial use and LOS, but only for audited patients. Positive effects are not automatically transferred to patients for whom no audits have been performed.

13.
Med Phys ; 51(6): 4297-4310, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38323867

ABSTRACT

BACKGROUND: Cardiovascular disease is the most common cause of death worldwide, including infection and inflammation related conditions. Multiple studies have demonstrated potential advantages of hybrid positron emission tomography combined with computed tomography (PET/CT) as an adjunct to current clinical inflammatory and infectious biochemical markers. To quantitatively analyze vascular diseases at PET/CT, robust segmentation of the aorta is necessary. However, manual segmentation is extremely time-consuming and labor-intensive. PURPOSE: To investigate the feasibility and accuracy of an automated tool to segment and quantify multiple parts of the diseased aorta on unenhanced low-dose computed tomography (LDCT) as an anatomical reference for PET-assessed vascular disease. METHODS: A software pipeline was developed including automated segmentation using a 3D U-Net, calcium scoring, PET uptake quantification, background measurement, radiomics feature extraction, and 2D surface visualization of vessel wall calcium and tracer uptake distribution. To train the 3D U-Net, 352 non-contrast LDCTs from (2-[18F]FDG and Na[18F]F) PET/CTs performed in patients with various vascular pathologies with manual segmentation of the ascending aorta, aortic arch, descending aorta, and abdominal aorta were used. The last 22 consecutive scans were used as a hold-out internal test set. The remaining dataset was randomly split into training (n = 264; 80%) and validation (n = 66; 20%) sets. Further evaluation was performed on an external test set of 49 PET/CTs. The dice similarity coefficient (DSC) and Hausdorff distance (HD) were used to assess segmentation performance. Automatically obtained calcium scores and uptake values were compared with manual scoring obtained using clinical softwares (syngo.via and Affinity Viewer) in six patient images. intraclass correlation coefficients (ICC) were calculated to validate calcium and uptake values. RESULTS: Fully automated segmentation of the aorta using a 3D U-Net was feasible in LDCT obtained from PET/CT scans. The external test set yielded a DSC of 0.867 ± 0.030 and HD of 1.0 [0.6-1.4] mm, similar to an open-source model with a DSC of 0.864 ± 0.023 and HD of 1.4 [1.0-1.8] mm. Quantification of calcium and uptake values were in excellent agreement with clinical software (ICC: 1.00 [1.00-1.00] and 0.99 [0.93-1.00] for calcium and uptake values, respectively). CONCLUSIONS: We present an automated pipeline to segment the ascending aorta, aortic arch, descending aorta, and abdominal aorta on LDCT from PET/CT and to accurately provide uptake values, calcium scores, background measurement, radiomics features, and a 2D visualization. We call this algorithm SEQUOIA (SEgmentation, QUantification, and visualizatiOn of the dIseased Aorta) and is available at https://github.com/UMCG-CVI/SEQUOIA. This model could augment the utility of aortic evaluation at PET/CT studies tremendously, irrespective of the tracer, and potentially provide fast and reliable quantification of cardiovascular diseases in clinical practice, both for primary diagnosis and disease monitoring.


Subject(s)
Automation , Image Processing, Computer-Assisted , Positron Emission Tomography Computed Tomography , Humans , Image Processing, Computer-Assisted/methods , Aorta/diagnostic imaging , Aortic Diseases/diagnostic imaging , Female , Feasibility Studies , Male
14.
JAC Antimicrob Resist ; 5(1): dlac143, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36686270

ABSTRACT

Objectives: Insights about local antimicrobial resistance (AMR) levels and epidemiology are essential to guide decision-making processes in antimicrobial use. However, dedicated tools for reliable and reproducible AMR data analysis and reporting are often lacking. We aimed to compare traditional data analysis and reporting versus a new approach for reliable and reproducible AMR data analysis in a clinical setting. Methods: Ten professionals who routinely work with AMR data were provided with blood culture test results including antimicrobial susceptibility results. Participants were asked to perform a detailed AMR data analysis in a two-round process: first using their software of choice and next using our newly developed software tool. Accuracy of the results and time spent were compared between both rounds. Finally, participants rated the usability using the System Usability Scale (SUS). Results: The mean time spent on creating the AMR report reduced from 93.7 to 22.4 min (P < 0.001). Average task completion per round changed from 56% to 96% (P < 0.05). The proportion of correct answers in the available results increased from 37.9% in the first to 97.9% in the second round (P < 0.001). Usability of the new tools was rated with a median of 83.8 (out of 100) on the SUS. Conclusions: This study demonstrated the significant improvement in efficiency and accuracy in standard AMR data analysis and reporting workflows through open-source software. Integrating these tools in clinical settings can democratize the access to fast and reliable insights about local microbial epidemiology and associated AMR levels. Thereby, our approach can support evidence-based decision-making processes in the use of antimicrobials.

15.
Eur Heart J Cardiovasc Imaging ; 24(6): 819-828, 2023 05 31.
Article in English | MEDLINE | ID: mdl-36573930

ABSTRACT

AIMS: Left ventricular assist devices (LVADs) improve quality of life and survival in patients with advanced heart failure, but device-related infections (DRIs) remain cumbersome. We evaluated the diagnostic capability of [18F]FDG PET/CT, factors affecting its accuracy, and the additive value of semi-quantitative analysis for the diagnosis of DRI. METHODS AND RESULTS: LVAD recipients undergoing [18F]FDG PET/CT between 2012 and 2020 for suspected DRI were retrospectively included. [18F]FDG PET/CT was performed and evaluated in accordance with EANM guidelines. The final diagnosis of DRI, based on multidisciplinary consensus and findings during surgery, whenever performed, was used as the reference for diagnosis. 41 patients were evaluated for 59 episodes of suspected DRI. The clinical evaluation established driveline infection in 32 (55%) episodes, central device infection in 6 (11%), and combined infection in 2 (4%). Visual analysis of [18F]FDG PET/CT achieved a sensitivity and specificity for driveline infections of 0.79 and 0.71, respectively, whereas semi-quantitative analysis achieved a sensitivity and specificity of 0.94 and 0.83, respectively. For central device component infection, visual analysis of [18F]FDG PET/CT achieved a sensitivity and specificity of 0.75 and 0.60, respectively. Semi-quantitative analysis using SUVratio achieved a sensitivity and specificity of 1.0 and 0.8, respectively. The increase of specificity for central component infection was statistically significant (P = 0.05). CONCLUSIONS: [18F]FDG PET/CT reliably predicts the presence of DRI in LVAD recipients. Semi-quantitative analysis may increase the specificity of [18F]FDG PET/CT for the analysis of central device component infection and should be considered in equivocal cases after visual analysis.


Subject(s)
Heart-Assist Devices , Prosthesis-Related Infections , Humans , Positron Emission Tomography Computed Tomography/methods , Fluorodeoxyglucose F18 , Retrospective Studies , Heart-Assist Devices/adverse effects , Quality of Life , Prosthesis-Related Infections/diagnostic imaging , Prosthesis-Related Infections/surgery , Sensitivity and Specificity , Radiopharmaceuticals
16.
Cell Microbiol ; 13(2): 316-29, 2011 Feb.
Article in English | MEDLINE | ID: mdl-20946243

ABSTRACT

Staphylococcus aureus is able to invade non-professional phagocytes by interaction of staphylococcal adhesins with extracellular proteins of mammalian cells and eventually resides in acidified phago-endosomes. Some staphylococcal strains have been shown to subsequently escape from this compartment. A functional agr quorum-sensing system is needed for phagosomal escape. However, the nature of this agr dependency as well as the toxins involved in disruption of the phagosomal membrane are unknown. Using a novel technique to detect vesicular escape of S. aureus, we identified staphylococcal virulence factors involved in phagosomal escape. Here we show that a synergistic activity of the cytolytic peptide, staphylococcal δ-toxin and the sphingomyelinase ß-toxin enable the phagosomal escape of staphylococci in human epithelial as well as in endothelial cells. The agr dependency of this process can be directly explained by the location of the structural gene for δ-toxin within the agr effector RNAIII.


Subject(s)
Bacterial Toxins/metabolism , Endosomes/microbiology , Endothelial Cells/microbiology , Epithelial Cells/microbiology , Hemolysin Proteins/metabolism , Phagosomes/microbiology , Sphingomyelin Phosphodiesterase/metabolism , Staphylococcus aureus/pathogenicity , Bacterial Proteins/metabolism , Cell Line , Humans , Trans-Activators/metabolism , Virulence Factors/metabolism
17.
Ned Tijdschr Geneeskd ; 1662022 07 21.
Article in Dutch | MEDLINE | ID: mdl-36036698

ABSTRACT

In this article we provide an overview of the current treatment recommendations for COVID-19. These recommendations are made by the SWAB (StichtingWerkgroepAntibioticabeleid), in cooperation with the FMS (FederatieMedischSpecialisten (online: swab.nl/nl/covid-19.). Treatment options for patients in both ambulatory care and admitted to the hospital are listed. These treatment options include both antiinflammatory and antiviral therapy.


Subject(s)
COVID-19 , Hospitalization , Humans , Inpatients , SARS-CoV-2
18.
Front Microbiol ; 13: 949328, 2022.
Article in English | MEDLINE | ID: mdl-36386679

ABSTRACT

Identification and phenotypic drug-susceptibility testing for mycobacteria are time-consuming and challenging but essential for managing mycobacterial infections. Next-generation sequencing (NGS) technologies can increase diagnostic speed and quality, but standardization is still lacking for many aspects (e.g., unbiased extraction, host depletion, bioinformatic analysis). Targeted PCR approaches directly on sample material are limited by the number of targets that can be included. Unbiased shotgun metagenomics on direct material is hampered by the massive amount of host DNA, which should be removed to improve the microbial detection sensitivity. For this reason, we developed a method for NGS-based diagnosis of mycobacteria directly from patient material. As a model, we used the non-tuberculous mycobacterium (NTM) Mycobacterium abscessus. We first compared the efficiency of three different DNA extraction kits for isolating DNA (quality and concentration). The two most efficient kits were then used in a follow-up study using artificial sputum. Finally, one extraction kit was selected and further evaluated for DNA isolation from a patients' sputum mixture spiked with M. abscessus at three concentrations (final concentrations 108, 107, 106 CFU/ml). The spiked sputum samples were processed with and without saponin treatment (ST) in combination with DNAse treatment prior to bacterial DNA extraction to evaluate the recovery of bacteria and depletion of host DNA by PCR and Illumina sequencing. While Ct values of the qPCR targeting mycobacterial ITS DNA remained rather stable, Ct values in the qPCR targeting the human ß-actin gene increased by five Ct values in ST samples. In subsequent Illumina sequencing, a decrease of 89% of reads mapped to the human genome was observed in ST samples. The percentage of reads mapped to M. abscessus (108 CFU/ml) increased by 89%, and the sequencing depth increased two times when undergoing ST. In conclusion, the sensitivity of M. abscessus detection in artificial sputum was increased using a saponin pre-treatment step. The saponin followed by the DNase I treatment approach could be efficiently applied to detect and characterize mycobacterial infections, including tuberculosis, directly from sputum.

19.
Artif Intell Med ; 123: 102216, 2022 01.
Article in English | MEDLINE | ID: mdl-34998519

ABSTRACT

OBJECTIVE: Antimicrobial resistance (AMR) is a global threat to health and healthcare. In response to the growing AMR burden, research funding also increased. However, a comprehensive overview of the research output, including conceptual, temporal, and geographical trends, is missing. Therefore, this study uses topic modelling, a machine learning approach, to reveal the scientific evolution of AMR research and its trends, and provides an interactive user interface for further analyses. METHODS: Structural topic modelling (STM) was applied on a text corpus resulting from a PubMed query comprising AMR articles (1999-2018). A topic network was established and topic trends were analysed by frequency, proportion, and importance over time and space. RESULTS: In total, 88 topics were identified in 158,616 articles from 166 countries. AMR publications increased by 450% between 1999 and 2018, emphasizing the vibrancy of the field. Prominent topics in 2018 were Strategies for emerging resistances and diseases, Nanoparticles, and Stewardship. Emerging topics included Water and environment, and Sequencing. Geographical trends showed prominence of Multidrug-resistant tuberculosis (MDR-TB) in the WHO African Region, corresponding with the MDR-TB burden. China and India were growing contributors in recent years, following the United States of America as overall lead contributor. CONCLUSION: This study provides a comprehensive overview of the AMR research output thereby revealing the AMR research response to the increased AMR burden. Both the results and the publicly available interactive database serve as a base to inform and optimise future research.


Subject(s)
Anti-Bacterial Agents , Drug Resistance, Bacterial , Anti-Bacterial Agents/therapeutic use , China , India
20.
J Exp Med ; 201(10): 1627-35, 2005 May 16.
Article in English | MEDLINE | ID: mdl-15897276

ABSTRACT

The expression of Staphylococcus aureus adhesins in Lactococcus lactis identified clumping factor A (ClfA) and fibronectin-binding protein A (FnBPA) as critical for valve colonization in rats with experimental endocarditis. This study further analyzed their role in disease evolution. Infected animals were followed for 3 d. ClfA-positive lactococci successfully colonized damaged valves, but were spontaneously eradicated over 48 h. In contrast, FnBPA-positive lactococci progressively increased bacterial titers in vegetations and spleens. At imaging, ClfA-positive lactococci were restricted to the vegetations, whereas FnBPA-positive lactococci also invaded the adjacent endothelium. This reflected the capacity of FnBPA to trigger cell internalization in vitro. Because FnBPA carries both fibrinogen- and fibronectin-binding domains, we tested the role of these functionalities by deleting the fibrinogen-binding domain of FnBPA and supplementing it with the fibrinogen-binding domain of ClfA in cis or in trans. Deletion of the fibrinogen-binding domain of FnBPA did not alter fibronectin binding and cell internalization in vitro. However, it totally abrogated valve infectivity in vivo. This ability was restored in cis by inserting the fibrinogen-binding domain of ClfA into truncated FnBPA, and in trans by coexpressing full-length ClfA and truncated FnBPA on two separate plasmids. Thus, fibrinogen and fibronectin binding could cooperate for S. aureus valve colonization and endothelial invasion in vivo.


Subject(s)
Adhesins, Bacterial/metabolism , Bacterial Adhesion/genetics , Coagulase/metabolism , Endocarditis, Bacterial/microbiology , Heart Valves/microbiology , Staphylococcal Infections/microbiology , Staphylococcus aureus/pathogenicity , Adhesins, Bacterial/genetics , Animals , Coagulase/genetics , Endocarditis, Bacterial/metabolism , Endocarditis, Bacterial/pathology , Endothelium, Vascular/metabolism , Endothelium, Vascular/microbiology , Endothelium, Vascular/pathology , Female , Fibrinogen/metabolism , Fibronectins/metabolism , Heart Valves/metabolism , Heart Valves/pathology , Lactococcus lactis/genetics , Lactococcus lactis/pathogenicity , Protein Binding , Protein Structure, Tertiary/genetics , Rats , Rats, Wistar , Sequence Deletion , Spleen/metabolism , Spleen/microbiology , Spleen/pathology , Staphylococcal Infections/metabolism , Staphylococcal Infections/pathology , Staphylococcus aureus/genetics
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