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Rapszky GA, Do To UN, Kiss VE, Kói T, Walter A, Gergő D, Meznerics FA, Rakovics M, Váncsa S, Kemény LV, Csupor D, Hegyi P, Filbin MR, Varga C, Fenyves BG. Rapid molecular assays versus blood culture for bloodstream infections: a systematic review and meta-analysis. EClinicalMedicine 2025; 79:103028. [PMID: 39968206 PMCID: PMC11833021 DOI: 10.1016/j.eclinm.2024.103028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 12/07/2024] [Accepted: 12/12/2024] [Indexed: 02/20/2025] Open
Abstract
Background Timely management of sepsis with early targeted antimicrobial therapy improves patient outcomes. Rapid molecular assays (RMAs) have emerged, enabling the detection of bloodstream infection (BSI) with a shorter turnaround time than blood cultures (BCs). The accuracy of several RMAs has not been comprehensively reviewed. We aimed to identify commercial RMAs reported in the literature and evaluate their diagnostic performance compared to BC. Methods A systematic review and meta-analysis was conducted, covering MEDLINE, Cochrane Library, Embase, and Web of Science from inception to September 23, 2024. Eligible studies included patients with suspected or documented BSI, tested with both an RMA (turnaround time of ≤12 h, targeting ≥20 pathogens) and BC. Non-original research articles and animal studies were excluded. The primary outcomes were pooled sensitivity and specificity of RMAs for pathogen detection compared to BC. Bivariate analysis was used to produce summary receiver operating characteristic plots and diagnostic metric measures stratified by different units of analysis (sample versus patient), RMA types, and patient populations. Risk of bias was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) and Quality Assessment of Diagnostic Accuracy Studies-Comparative (QUADAS-C) tools. The study was registered with PROSPERO, CRD42022377280. Findings A total of 63,916 articles were identified, of which 104 were included in the qualitative synthesis and 75 in the quantitative synthesis, covering 17,952 samples and 11,393 patients analyzed separately. Eleven RMAs were identified, with four included in the RMA-based subgroup analysis (LightCycler SeptiFast Test MGRADE®, IRIDICA BAC BSI assay, SepsiTest, MagicPlex Sepsis Test) and five additional ones in the pooled analysis (UMD-SelectNA, VYOO®, MicrobScan assay, MicrobScan-Kairos24/7, REBA Sepsis-ID test). Two RMAs were included in the qualitative synthesis only (InfectID-BSI, Pilot Gene Technology droplet digital polymerase chain reaction). Pooled specificity of RMAs was higher (0.858, 95% confidence interval (CI) 0.830-0.883) than sensitivity (0.659, 95% CI 0.594-0.719) by patient. Sensitivities varied by RMA type from 0.492 (95% CI 0.390-0.594, MagicPlex Sepsis Test) to 0.783 (95% CI 0.662-0.870, IRIDICA BAC BSI assay) by patient. Specificities varied more by patient population, ranging from 0.811 (95% CI 0.716-0.879) in the intensive care population to 0.892 (95% CI 0.838-0.930) in the emergency department population, by patient. Similar metrics were observed when the analysis was done by sample. Risk of bias was judged to be high in all included articles. Interpretation Despite their shorter turnaround time, low sensitivity means RMAs cannot replace BCs. However, our data indicate that RMAs may have value as an add-on test by increasing pathogen detection rates. Higher-sensitivity RMAs are needed which could possibly be achieved by expanding pathogen coverage and increasing blood sample volumes. High-quality implementation studies and standardized reporting are required to assess the clinical advantages of RMAs. Funding Centre for Translational Medicine, Semmelweis University.
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Affiliation(s)
- Gabriella Anna Rapszky
- Department of Emergency Medicine, Semmelweis University, Budapest, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
| | - Uyen Nguyen Do To
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- András Pető Faculty, Semmelweis University, Budapest, Hungary
| | | | - Tamás Kói
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Budapest University of Technology and Economics, Department of Stochastics, Budapest, Hungary
| | - Anna Walter
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Dorottya Gergő
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Pharmacognosy, Semmelweis University, Budapest, Hungary
| | - Fanni Adél Meznerics
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Budapest, Hungary
| | - Márton Rakovics
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Eötvös Loránd University, Faculty of Social Sciences, Department of Statistics, Budapest, Hungary
| | - Szilárd Váncsa
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
| | - Lajos Vince Kemény
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Budapest, Hungary
- Department of Physiology, Semmelweis University, Budapest, Hungary
- HCEMM-SU, Translational Dermatology Research Group, Semmelweis University, Budapest, Hungary
| | - Dezső Csupor
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Institute of Clinical Pharmacy, University of Szeged, Szeged, Hungary
| | - Péter Hegyi
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
| | - Michael R. Filbin
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Emergency Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Csaba Varga
- Department of Emergency Medicine, Semmelweis University, Budapest, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
| | - Bánk G. Fenyves
- Department of Emergency Medicine, Semmelweis University, Budapest, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Molecular Biology, Semmelweis University, Budapest, Hungary
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Iyer V, Castro D, Malla B, Panda B, Rabson AR, Horowitz G, Heger N, Gupta K, Singer A, Norwitz ER. Culture-independent identification of bloodstream infections from whole blood: prospective evaluation in specimens of known infection status. J Clin Microbiol 2024; 62:e0149823. [PMID: 38315022 PMCID: PMC10935643 DOI: 10.1128/jcm.01498-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 12/19/2023] [Indexed: 02/07/2024] Open
Abstract
Sepsis caused by bloodstream infection (BSI) is a major healthcare burden and a leading cause of morbidity and mortality worldwide. Timely diagnosis is critical to optimize clinical outcome, as mortality rates rise every hour treatment is delayed. Blood culture remains the "gold standard" for diagnosis but is limited by its long turnaround time (1-7 days depending on the organism) and its potential to provide false-negative results due to interference by antimicrobial therapy or the presence of mixed (i.e., polymicrobial) infections. In this paper, we evaluated the performance of resistance and pathogen ID/BSI, a direct-from-specimen molecular assay. To reduce the false-positivity rate common with molecular methods, this assay isolates and detects genomic material only from viable microorganisms in the blood by incorporating a novel precursor step to selectively lyse host and non-viable microbial cells and remove cell-free genomic material prior to lysis and analysis of microbial cells. Here, we demonstrate that the assay is free of interference from host immune cells and common antimicrobial agents at elevated concentrations. We also demonstrate the accuracy of this technology in a prospective cohort pilot study of individuals with known sepsis/BSI status, including samples from both positive and negative individuals. IMPORTANCE Blood culture remains the "gold standard" for the diagnosis of sepsis/bloodstream infection (BSI) but has many limitations which may lead to a delay in appropriate and accurate treatment in patients. Molecular diagnostic methods have the potential for markedly improving the management of such patients through faster turnaround times and increased accuracy. But molecular diagnostic methods have not been widely adopted for the identification of BSIs. By incorporating a precursor step of selective lysis of host and non-viable microorganisms, our resistance and pathogen ID (RaPID)/BSI molecular assay addresses many limitations of blood culture and other molecular assay. The RaPID/BSI assay has an approximate turnaround time of 4 hours, thereby significantly reducing the time to appropriate and accurate diagnosis of causative microorganisms in such patients. The short turnaround time also allows for close to real-time tracking of pathogenic clearance of microorganisms from the blood of these patients or if a change of antimicrobial regimen is required. Thus, the RaPID/BSI molecular assay helps with optimization of antimicrobial stewardship; prompt and accurate diagnosis of sepsis/BSI could help target timely treatment and reduce mortality and morbidity in such patients.
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Affiliation(s)
- Vidya Iyer
- Department of Obstetrics and Gynecology, Tufts Medical Center, Boston, Massachusetts, USA
- Department of Obstetrics and Gynecology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Division of Clinical Research, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Daniel Castro
- Department of Obstetrics and Gynecology, Tufts Medical Center, Boston, Massachusetts, USA
| | - Bipin Malla
- Department of Obstetrics and Gynecology, Tufts Medical Center, Boston, Massachusetts, USA
| | - Britta Panda
- Department of Obstetrics and Gynecology, Tufts Medical Center, Boston, Massachusetts, USA
| | - Arthur R. Rabson
- Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | - Gary Horowitz
- Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | - Nicholas Heger
- Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | | | - Alon Singer
- HelixBind Inc., Boxborough, Massachusetts, USA
| | - Errol R. Norwitz
- Department of Obstetrics and Gynecology, Tufts Medical Center, Boston, Massachusetts, USA
- Department of Obstetrics and Gynecology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Division of Clinical Research, Massachusetts General Hospital, Boston, Massachusetts, USA
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3
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Ronco C, Chawla L, Husain-Syed F, Kellum JA. Rationale for sequential extracorporeal therapy (SET) in sepsis. Crit Care 2023; 27:50. [PMID: 36750878 PMCID: PMC9904264 DOI: 10.1186/s13054-023-04310-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 01/07/2023] [Indexed: 02/09/2023] Open
Abstract
Sepsis and septic shock remain drivers for morbidity and mortality in critical illness. The clinical picture of patients presenting with these syndromes evolves rapidly and may be characterised by: (a) microbial host invasion, (b) establishment of an infection focus, (c) opsonisation of bacterial products (e.g. lipopolysaccharide), (d) recognition of pathogens resulting in an immune response, (e) cellular and humoral effects of circulating pathogen and pathogen products, (f) immunodysregulation and endocrine effects of cytokines, (g) endothelial and organ damage, and (h) organ crosstalk and multiple organ dysfunction. Each step may be a potential target for a specific therapeutic approach. At various stages, extracorporeal therapies may target circulating molecules for removal. In sequence, we could consider: (a) pathogen removal from the circulation with affinity binders and cartridges (specific), (b) circulating endotoxin removal by haemoperfusion with polymyxin B adsorbers (specific), (c) cytokine removal by haemoperfusion with sorbent cartridges or adsorbing membranes (non-specific), (d) extracorporeal organ support with different techniques for respiratory and cardiac support (CO2 removal or extracorporeal membrane oxygenation), and renal support (haemofiltration, haemodialysis, or ultrafiltration). The sequence of events and the use of different techniques at different points for specific targets will likely require trials with endpoints other than mortality. Instead, the primary objectives should be to achieve the desired action by using extracorporeal therapy at a specific point.
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Affiliation(s)
- Claudio Ronco
- International Renal Research Institute of Vicenza, IRRIV Foundation, Department of Nephrology, Dialysis and Transplantation, St. Bortolo Hospital, aULSS8 Berica, Via Rodolfi, 37, 36100, Vicenza, Italy.
- Department of Medicine (DIMED), University of Padua, Via Giustiniani, 2, 35128, Padua, Italy.
| | - Lakhmir Chawla
- Department of Medicine, Veterans Affairs Medical Center, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA
| | - Faeq Husain-Syed
- Department of Internal Medicine II, University Hospital Giessen and Marburg, Justus-Liebig-University Giessen, Klinikstrasse 33, 35392 Giessen, Germany
- Division of Nephrology, University of Virginia School of Medicine, 1300 Jefferson Park Avenue, Charlottesville, VA, 22908, USA
| | - John A Kellum
- Center for Critical Care Nephrology, CRISMA, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, 3550 Terrace Street, Pittsburgh, PA, 15261, USA
- Spectral Medical, 135 The West Mall, Unit 2, Toronto, M9C 1C2, Canada
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Bailey P, Al-Hasan MN. Weighing the odds of bloodstream infection. What is the perfect model to predict this risk? Clin Microbiol Infect 2023; 29:4-6. [PMID: 36162725 DOI: 10.1016/j.cmi.2022.09.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/13/2022] [Accepted: 09/15/2022] [Indexed: 01/26/2023]
Affiliation(s)
- Pamela Bailey
- University of South Carolina School of Medicine, Columbia, SC, USA; Department of Medicine, Division of Infectious Diseases, Prisma Health-Midlands, Columbia, SC, USA
| | - Majdi N Al-Hasan
- University of South Carolina School of Medicine, Columbia, SC, USA; Department of Medicine, Division of Infectious Diseases, Prisma Health-Midlands, Columbia, SC, USA.
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Ling L, Mui OOY, Laupland KB, Lefrant JY, Roberts JA, Gopalan PD, Lipman J, Joynt GM. Scoping review on diagnostic criteria and investigative approach in sepsis of unknown origin in critically ill patients. J Intensive Care 2022; 10:44. [PMID: 36089642 PMCID: PMC9465866 DOI: 10.1186/s40560-022-00633-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 08/26/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Up to 11% of critically ill patients with sepsis have an unknown source, where the pathogen and site of infection are unclear. The aim of this scoping review is to document currently reported diagnostic criteria of sepsis of unknown origin (SUO) and identify the types and breadth of existing evidence supporting diagnostic processes to identify the infection source in critically ill patients with suspected SUO. METHODS A literature search of Embase, MEDLINE and PubMed for published studies from 1910 to August 19, 2021 addressing the topic of SUO was performed. Study type, country of origin according to World Bank classification, diagnostic criteria of sepsis of unknown origin, and investigative approaches were extracted from the studies. RESULTS From an initial 722 studies, 89 unique publications fulfilled the inclusion and exclusion criteria and were included for full text review. The most common publication type was case report/series 45/89 (51%). Only 10/89 (11%) of studies provided a diagnostic criteria of SUO, but a universally accepted diagnostic criterion was not identified. The included studies discussed 30/89 (34%) history, 23/89 (26%) examination, 57/89 (64%) imaging, microbiology 39/89 (44%), and special tests 32/89 (36%) as part of the diagnostic processes in patients with SUO. CONCLUSIONS Universally accepted diagnostic criteria for SUO was not found. Prospective studies on investigative processes in critically ill patients managed as SUO across different healthcare settings are needed to understand the epidemiology and inform the diagnostic criteria required to diagnose SUO.
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Affiliation(s)
- Lowell Ling
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, SAR, China.
| | - Oliver Oi Yat Mui
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Kevin B Laupland
- Department of Intensive Care Services, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia
- Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - Jean-Yves Lefrant
- UR-UM103 IMAGINE, University of Montpellier, Division of Anesthesia Critical Care, Pain and Emergency Medicine, Nîmes University Hospital, Montpellier, France
| | - Jason A Roberts
- UR-UM103 IMAGINE, University of Montpellier, Division of Anesthesia Critical Care, Pain and Emergency Medicine, Nîmes University Hospital, Montpellier, France
- University of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Department of Intensive Care Medicine and Pharmacy, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - Pragasan Dean Gopalan
- Discipline of Anaesthesiology & Critical Care, Nelson R Mandela School of Medicine, University of KwaZulu Natal, Durban, South Africa
| | - Jeffrey Lipman
- Department of Intensive Care Services, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia
- UR-UM103 IMAGINE, University of Montpellier, Division of Anesthesia Critical Care, Pain and Emergency Medicine, Nîmes University Hospital, Montpellier, France
- University of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Jamieson Trauma Institute, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia
| | - Gavin M Joynt
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, SAR, China
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Chakaroun R, Massier L, Musat N, Kovacs P. New Paradigms for Familiar Diseases: Lessons Learned on Circulatory Bacterial Signatures in Cardiometabolic Diseases. Exp Clin Endocrinol Diabetes 2022; 130:313-326. [PMID: 35320847 DOI: 10.1055/a-1756-4509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Despite the strongly accumulating evidence for microbial signatures in metabolic tissues, including the blood, suggesting a novel paradigm for metabolic disease development, the notion of a core blood bacterial signature in health and disease remains a contentious concept. Recent studies clearly demonstrate that under a strict contamination-free environment, methods such as 16 S rRNA gene sequencing, fluorescence in-situ hybridization, transmission electron microscopy, and several more, allied with advanced bioinformatics tools, allow unambiguous detection and quantification of bacteria and bacterial DNA in human tissues. Bacterial load and compositional changes in the blood have been reported for numerous disease states, suggesting that bacteria and their components may partially induce systemic inflammation in cardiometabolic disease. This concept has been so far primarily based on measurements of surrogate parameters. It is now highly desirable to translate the current knowledge into diagnostic, prognostic, and therapeutic approaches.This review addresses the potential clinical relevance of a blood bacterial signature pertinent to cardiometabolic diseases and outcomes and new avenues for translational approaches. It discusses pitfalls related to research in low bacterial biomass while proposing mitigation strategies for future research and application approaches.
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Affiliation(s)
- Rima Chakaroun
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany.,Wallenberg Laboratory, Department of Molecular and Clinical Medicine and Sahlgrenska Center for Cardiovascular and Metabolic Research, University of Gothenburg, Gothenburg, Sweden
| | - Lucas Massier
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany.,Department of Medicine (H7), Karolinska Institutet, Stockholm, Sweden
| | - Niculina Musat
- Department of Isotope Biogeochemistry, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Peter Kovacs
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany.,Deutsches Zentrum für Diabetesforschung eV, Neuherberg, Germany
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7
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Sampath S, Baby J, Krishna B, Dendukuri N, Thomas T. Blood Cultures and Molecular Diagnostics in Intensive Care Units to Diagnose Sepsis: A Bayesian Latent Class Model Analysis. Indian J Crit Care Med 2022; 25:1402-1407. [PMID: 35027801 PMCID: PMC8693100 DOI: 10.5005/jp-journals-10071-24051] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Confirmation of sepsis by standard blood cultures (STD) is often inconclusive due to slow growth and low positivity. Molecular diagnostics (MOL) are faster and may have higher positivity, but test performance can be inaccurately estimated if STD methods are used as comparators. Bayesian latent class models (LCMs) can evaluate diagnostic methods when there is no "gold standard." Intensive care unit studies that have used LCMs to combine and compare STD and MOL method performance and estimate the prevalence of sepsis have not been described. Patients and methods Results from an ICU sepsis study that used both tests simultaneously were analyzed. Bayesian LCMs combined prior prevalence of sepsis, prior diagnostic characteristics of the two methods, and the study results to estimate the posterior prevalence and diagnostic characteristics. Sensitivity analyses were performed using objective (published studies) and subjective (expert opinion) prior parameters. Positive predictive values (PPVs) of the prevalence of sepsis were estimated for all combinations of test results. Results The range of posterior estimates was: sepsis prevalence (0.38-0.88), sensitivities (STD: 0.2-0.35, MOL: 0.56-0.86), and specificities (STD: 0.87-0.99, MOL: 0.72-0.95). The PPV (sepsis) of both tests being positive was (0.72-0.99). Conclusion LCMs combined two imperfect methods to estimate prevalence, PPV, and diagnostic characteristics. The posterior estimates (STD sensitivity < MOL and STD specificity > MOL) seem to reflect the clinical experience appropriately. The high PPV when both methods show positive results can be useful for ruling in disease. How to cite this article Sampath S, Baby J, Krishna B, Dendukuri N, Thomas T. Blood Cultures and Molecular Diagnostics in Intensive Care Units to Diagnose Sepsis: A Bayesian Latent Class Model Analysis. Indian J Crit Care Med 2021;25(12):1402-1407.
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Affiliation(s)
- Sriram Sampath
- Department of Critical Care Medicine, Bengaluru, Karnataka, India
| | - Jeswin Baby
- Division of Epidemiology and Biostatistics, St John's Research Institute, Bengaluru, Karnataka, India; Department of Statistical Sciences, Kannur University, Kannur, Kerala, India
| | - Bhuvana Krishna
- Department of Critical Care Medicine, St John's Medical College and Hospital, Bengaluru, Karnataka, India
| | | | - Tinku Thomas
- Department of Biostatistics, St John's Medical College, Bengaluru, Karnataka, India
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Yin M, Zheng Y, Zhang L, Qin W, Han H, Wu D, Wang H. The real-life performance of metagenomic next-generation sequencing in sepsis. J Infect 2021; 84:418-467. [PMID: 34852245 DOI: 10.1016/j.jinf.2021.11.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 11/23/2021] [Indexed: 01/06/2023]
Affiliation(s)
- Mei Yin
- Shandong Key Laboratory of Cardiovascular Proteomics and Department of Geriatric Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan 250012, China
| | - Yue Zheng
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, China; Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Chest Pain Center, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Lu Zhang
- Department of Critical Care Medicine, The Second Hospital of Shandong University, Jinan 250000, China
| | - Weidong Qin
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China
| | - Hui Han
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China
| | - Dawei Wu
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China
| | - Hao Wang
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, 107 Wenhua-xi Road, Jinan, Shandong 250012, China; Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China.
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Chen K, Malik AA, Sheng YJ, Ahmed S, Sun C, Deng CL, Ojha SC. Clinical Utility of Molecular Tests for Guiding Therapeutic Decisions in Bloodstream Staphylococcal Infections: A Meta-Analysis. Front Pediatr 2021; 9:713447. [PMID: 34422731 PMCID: PMC8374148 DOI: 10.3389/fped.2021.713447] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 07/12/2021] [Indexed: 12/14/2022] Open
Abstract
Background: Treatment of bloodstream staphylococcal infections (BSI) necessitates the prompt initiation of appropriate antimicrobial agents and the rapid de-escalation of excessive broad-spectrum coverage to reduce the risk of mortality. We, therefore, aimed to demonstrate the diagnostic accuracy of nucleic acid amplification tests (NAAT) for the identification of methicillin-resistant S. aureus (MRSA) and methicillin-sensitive S. aureus (MSSA) in clinically suspected patients. Methods: Until November 23, 2020, databases including PubMed, Scopus, Embase, and Web of Science were scanned for eligible studies. A bivariate random-effects model was used for meta-analysis of the 33 included studies obtained from 1606 citations, and pooled summary estimates with 95% confidence intervals (CI) were generated. Results: Twenty-three studies (n = 8,547) assessed NAAT accuracy for MSSA detection, while three studies (n = 479) evaluated MRSA detection in adults. The pooled NAAT sensitivity and specificity for MRSA in adults was higher [sensitivity: 0.83 (95% CI 0.59-0.96), specificity: 0.99 (95% CI 0.98-1.0)] as compared to MSSA [sensitivity: 0.76 (95% CI 0.69-0.82), specificity: 0.98 (95% CI 0.98-0.99)]. Similarly, eight studies (n = 4,089) investigating MSSA in pediatric population reported higher NAAT accuracy [sensitivity: 0.89 (95% CI 0.76-0.96), specificity: 0.98 (95% CI 0.97-0.98)] compared to adults. Among NAA tests, SeptiFast (real-time PCR, commercial) was frequently applied, and its diagnostic accuracy corresponded well to the overall summary estimates. A meta-regression and subgroup analysis of study design, sample condition, and patient selection method could not explain the heterogeneity (P > 0.05) in the diagnostic efficiency. Conclusions: NAAT could be applied as the preferred initial tests for timely diagnosis and BSI management.
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Affiliation(s)
- Ke Chen
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
| | - Aijaz Ahmad Malik
- Faculty of Medical Technology, Center of Data Mining and Biomedical Informatics, Mahidol University, Bangkok, Thailand
| | - Yun-Jian Sheng
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
| | - Sarfraz Ahmed
- Department of Basic Sciences, University of Veterinary and Animal Sciences Lahore, Narowal, Pakistan
| | - Changfeng Sun
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
| | - Cun-Liang Deng
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Suvash Chandra Ojha
- Department of Infectious Diseases, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Southwest Medical University, Luzhou, China
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Diagnostic yield of routine daily blood culture in patients on veno-arterial extracorporeal membrane oxygenation. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2021; 25:241. [PMID: 34238367 PMCID: PMC8264470 DOI: 10.1186/s13054-021-03658-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 06/27/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Bloodstream infections (BSIs) are frequent on veno-arterial extracorporeal membrane oxygenation (V-A ECMO). Performing routine blood cultures (BCs) may identify early paucisymptomatic BSIs. We investigated the contribution of systematic daily BCs to detect BSIs on V-A ECMO. METHODS This was a retrospective study including all adult patients requiring V-A ECMO and surviving more than 24 h. Our protocol included routine daily BCs, from V-A ECMO insertion up to 5 days after withdrawal; other BCs were performed on-demand. RESULTS On the 150 V-A ECMO included, 2146 BCs were performed (1162 routine and 984 on-demand BCs); 190 (9%) were positive, including 68 contaminants. Fifty-one (4%) routine BCs revealed BSIs; meanwhile, 71 (7%) on-demand BCs revealed BSIs (p = 0.005). Performing routine BCs was negatively associated with BSIs diagnosis (OR 0.55, 95% CI [0.38; 0.81], p = 0.002). However, 16 (31%) BSIs diagnosed by routine BCs would have been missed by on-demand BCs. Independent variables for BSIs diagnosis after routine BCs were: V-A ECMO for cardiac graft failure (OR 2.43, 95% CI [1.20; 4.92], p = 0.013) and sampling with on-going antimicrobial therapy (OR 2.15, 95% CI [1.08; 4.27], p = 0.029) or renal replacement therapy (OR 2.05, 95% CI [1.10; 3.81], p = 0.008). Without these three conditions, only two BSIs diagnosed with routine BCs would have been missed by on-demand BCs sampling. CONCLUSIONS Although routine daily BCs are less effective than on-demand BCs and expose to contamination and inappropriate antimicrobial therapy, a policy restricted to on-demand BCs would omit a significant proportion of BSIs. This argues for a tailored approach to routine daily BCs on V-A ECMO, based on risk factors for positivity.
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The Development and Validation of a Machine Learning Model to Predict Bacteremia and Fungemia in Hospitalized Patients Using Electronic Health Record Data. Crit Care Med 2021; 48:e1020-e1028. [PMID: 32796184 DOI: 10.1097/ccm.0000000000004556] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVES Bacteremia and fungemia can cause life-threatening illness with high mortality rates, which increase with delays in antimicrobial therapy. The objective of this study is to develop machine learning models to predict blood culture results at the time of the blood culture order using routine data in the electronic health record. DESIGN Retrospective analysis of a large, multicenter inpatient data. SETTING Two academic tertiary medical centers between the years 2007 and 2018. SUBJECTS All hospitalized patients who received a blood culture during hospitalization. INTERVENTIONS The dataset was partitioned temporally into development and validation cohorts: the logistic regression and gradient boosting machine models were trained on the earliest 80% of hospital admissions and validated on the most recent 20%. MEASUREMENTS AND MAIN RESULTS There were 252,569 blood culture days-defined as nonoverlapping 24-hour periods in which one or more blood cultures were ordered. In the validation cohort, there were 50,514 blood culture days, with 3,762 cases of bacteremia (7.5%) and 370 cases of fungemia (0.7%). The gradient boosting machine model for bacteremia had significantly higher area under the receiver operating characteristic curve (0.78 [95% CI 0.77-0.78]) than the logistic regression model (0.73 [0.72-0.74]) (p < 0.001). The model identified a high-risk group with over 30 times the occurrence rate of bacteremia in the low-risk group (27.4% vs 0.9%; p < 0.001). Using the low-risk cut-off, the model identifies bacteremia with 98.7% sensitivity. The gradient boosting machine model for fungemia had high discrimination (area under the receiver operating characteristic curve 0.88 [95% CI 0.86-0.90]). The high-risk fungemia group had 252 fungemic cultures compared with one fungemic culture in the low-risk group (5.0% vs 0.02%; p < 0.001). Further, the high-risk group had a mortality rate 60 times higher than the low-risk group (28.2% vs 0.4%; p < 0.001). CONCLUSIONS Our novel models identified patients at low and high-risk for bacteremia and fungemia using routinely collected electronic health record data. Further research is needed to evaluate the cost-effectiveness and impact of model implementation in clinical practice.
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A Mobile Device for Monitoring the Biological Purity of Air and Liquid Samples. SENSORS 2021; 21:s21103570. [PMID: 34065526 PMCID: PMC8161204 DOI: 10.3390/s21103570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/14/2021] [Accepted: 05/18/2021] [Indexed: 11/16/2022]
Abstract
A detector for identifying potential bacterial hazards in the air was designed and created in the Military Institute of Chemistry and Radiometry in the framework of the project FLORABO. The presence of fungi and bacteria in the air can affect the health of people in a given room. The need to control the amount of microorganisms, both in terms of quantity and quality, applies to both hospitals and offices. The device is based on the fluorescence spectroscopy analysis of the sample and then these results were compared to the resulting spectrogram database, which includes the standard curves obtained in the laboratory for selected bacteria. The measurements provide information about the presence, the type, and the approximate concentration of bacteria in the sample. The spectra were collected at different excitation wavelengths, and the waveforms are specific for each of the strains. It also takes under analysis the signal intensities of the different spectra (not only shape a maximum of the peak) so that the concentration of bacteria in the sample being tested can be determined. The device was tested in the laboratory with concentrations ranging from 10 to 108 cells/mL. Additionally, the detector can distinguish between the vegetative forms of spores of the bacteria.
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Singhal C, Bruno JG, Kaushal A, Sharma TK. Recent Advances and a Roadmap to Aptamer-Based Sensors for Bloodstream Infections. ACS APPLIED BIO MATERIALS 2021; 4:3962-3984. [PMID: 35006817 DOI: 10.1021/acsabm.0c01358] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The present review is intended to describe bloodstream infections (BSIs), the major pathogens responsible for BSIs, conventional tests and their limitations, commercially available methods used, and the aptamer and nanomaterials-based approaches developed so far for the detection of BSIs. The advantages associated with aptamers and the aptamer-based sensors, the comparison between the aptamers and the antibodies, and the various types of aptasensors developed so far for the detection of bloodstream infections have been described in detail in the present review. Also, the future outlook and roadmap toward aptamer-based sensors and the challenges associated with the aptamer development have also been concluded in this review.
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Affiliation(s)
- Chaitali Singhal
- Aptamer Technology and Diagnostic Laboratory, Multidisciplinary Clinical and Translational Research Group, Translational Health Science and Technology Institute (THSTI), Faridabad, Haryana 121001, India
| | - John G Bruno
- Nanohmics, Inc., Austin, Texas 78741, United States
| | - Ankur Kaushal
- Centre of Nanotechnology, Amity University, Manesar, Gurugram, Haryana 122413, India
| | - Tarun K Sharma
- Aptamer Technology and Diagnostic Laboratory, Multidisciplinary Clinical and Translational Research Group, Translational Health Science and Technology Institute (THSTI), Faridabad, Haryana 121001, India
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Li Y, Guo J, Yang H, Li H, Shen Y, Zhang D. Comparison of culture-negative and culture-positive sepsis or septic shock: a systematic review and meta-analysis. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2021; 25:167. [PMID: 33964934 PMCID: PMC8106121 DOI: 10.1186/s13054-021-03592-8] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 04/30/2021] [Indexed: 11/15/2022]
Abstract
Background Mortality and other clinical outcomes between culture-negative and culture-positive septic patients have been documented inconsistently and are very controversial. A systematic review and meta-analysis was performed to compare the clinical outcomes of culture-negative and culture-positive sepsis or septic shock. Methods We searched the PubMed, Cochrane and Embase databases for studies from inception to the 1st of January 2021. We included studies involving patients with sepsis or septic shock. All authors reported our primary outcome of all-cause mortality and clearly compared culture-negative versus culture-positive patients with clinically relevant secondary outcomes (ICU length of stay, hospital length of stay, mechanical ventilation requirements, mechanical ventilation duration and renal replacement requirements). Results were expressed as odds ratio (OR) and mean difference (MD) with accompanying 95% confidence interval (CI). Results Seven studies including 22,655 patients were included. The primary outcome of this meta-analysis showed that there was no statistically significant difference in the all-cause mortality between two groups (OR = 0.95; 95% CI, 0.88 to 1.01; P = 0.12; Chi-2 = 30.71; I2 = 80%). Secondary outcomes demonstrated that there was no statistically significant difference in the ICU length of stay (MD = − 0.19;95% CI, − 0.42 to 0.04; P = 0.10;Chi-2 = 5.73; I2 = 48%), mechanical ventilation requirements (OR = 1.02; 95% CI, 0.94 to 1.11; P = 0.61; Chi2 = 6.32; I2 = 53%) and renal replacement requirements (OR = 0.82; 95% CI, 0.67 to 1.01; P = 0.06; Chi-2 = 1.21; I2 = 0%) between two groups. The hospital length of stay of culture-positive group was longer than that of the culture-negative group (MD = − 3.48;95% CI, − 4.34 to − 2.63; P < 0.00001;Chi-2 = 1.03; I2 = 0%). The mechanical ventilation duration of culture-positive group was longer than that of the culture-negative group (MD = − 0.64;95% CI, − 0.88 to − 0.4; P < 0.00001;Chi-2 = 4.86; I2 = 38%). Conclusions Culture positivity or negativity was not associated with mortality of sepsis or septic shock patients. Furthermore, culture-positive septic patients had similar ICU length of stay, mechanical ventilation requirements and renal replacement requirements as those culture-negative patients. The hospital length of stay and mechanical ventilation duration of culture-positive septic patients were both longer than that of the culture-negative patients. Further large-scale studies are still required to confirm these results.
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Affiliation(s)
- Yuting Li
- Department of Intensive Care Unit, The First Hospital of Jilin University, Changchun, 130021, Jilin, China
| | - Jianxing Guo
- Department of Intensive Care Unit, The First Hospital of Jilin University, Changchun, 130021, Jilin, China
| | - Hongmei Yang
- Department of Intensive Care Unit, The First Hospital of Jilin University, Changchun, 130021, Jilin, China
| | - Hongxiang Li
- Department of Intensive Care Unit, The First Hospital of Jilin University, Changchun, 130021, Jilin, China
| | - Yangyang Shen
- Department of Intensive Care Unit, The First Hospital of Jilin University, Changchun, 130021, Jilin, China
| | - Dong Zhang
- Department of Intensive Care Unit, The First Hospital of Jilin University, Changchun, 130021, Jilin, China.
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Anton-Vazquez V, Hine P, Krishna S, Chaplin M, Planche T. Rapid versus standard antimicrobial susceptibility testing to guide treatment of bloodstream infection. Cochrane Database Syst Rev 2021; 5:CD013235. [PMID: 34097767 PMCID: PMC8561756 DOI: 10.1002/14651858.cd013235.pub2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
BACKGROUND Rapid antimicrobial susceptibility tests are expected to reduce the time to clinically important results of a blood culture. This might enable clinicians to better target therapy to a person's needs, and thereby, improve health outcomes (mortality, length of hospital stay), and reduce unnecessary prescribing of broad-spectrum antibiotics; thereby reducing antimicrobial resistance rates. OBJECTIVES To assess the effects of rapid susceptibility testing versus standard susceptibility testing for bloodstream infections (BSIs). SEARCH METHODS To identify studies with selected outcomes, we searched the Cochrane Infectious Diseases Group Specialised Register, CENTRAL, MEDLINE, LILACS, and two trials registries, between 1987 and October 2020. We used 'bloodstream infection' and 'antimicrobial susceptibility tests' as search terms. We had no language or publication status limitations. SELECTION CRITERIA Randomized controlled trials (RCTs) comparing rapid antimicrobial susceptibility testing (with a time-to-result of ≤ 8 hours) versus conventional antimicrobial susceptibility testing in people with a BSI caused by any bacteria, as identified by a positive blood culture. DATA COLLECTION AND ANALYSIS Two review authors independently screened references, full-text reports of potentially relevant studies, extracted data from the studies, and assessed risk of bias. Any disagreement was discussed and resolved with a third review author. For mortality, a dichotomous outcome, we extracted the number of events in each arm, and presented a risk ratio (RR) with 95% confidence interval (CI) to compare rapid susceptibility testing to conventional methods. We used Review Manager 5.4 to meta-analyse the data. For other outcomes, which are time-to-event outcomes (time-to-discharge from hospital, time-to-first appropriate antibiotic change), we conducted qualitative narrative synthesis, due to heterogeneity of outcome measures. MAIN RESULTS: We included six trials, with 1638 participants. For rapid antimicrobial susceptibility testing compared to conventional methods, there was little or no difference in mortality between groups (RR 1.10, 95% CI 0.82 to 1.46; 6 RCTs, 1638 participants; low-certainty evidence). In subgroup analysis, for rapid genotypic or molecular antimicrobial susceptibility testing compared to conventional methods, there was little or no difference in mortality between groups (RR 1.02, 95% CI 0.69 to 1.49; 4 RCTs, 1074 participants; low-certainty evidence). For phenotypic rapid susceptibility testing compared to conventional methods, there was little or no difference in mortality between groups (RR 1.37, 95% CI 0.80 to 2.35; 2 RCTs, 564 participants; low-certainty evidence). In qualitative analysis, rapid susceptibility testing may make little or no difference in time-to-discharge (4 RCTs, 1165 participants; low-certainty evidence). In qualitative analysis, rapid genotypic susceptibility testing compared to conventional testing may make little or no difference in time-to-appropriate antibiotic (3 RCTs, 929 participants; low-certainty evidence). In subgroup analysis, rapid phenotypic susceptibility testing compared to conventional testing may improve time-to-appropriate antibiotic (RR -17.29, CI -45.05 to 10.47; 2 RCTs, 564 participants; low-certainty evidence). AUTHORS' CONCLUSIONS: The theoretical benefits of rapid susceptibility testing have not been demonstrated to directly improve mortality, time-to-discharge, or time-to-appropriate antibiotic in these randomized studies. Future large prospective studies should be designed to focus on the most clinically meaningful outcomes, and aim to optimize blood culture pathways.
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Affiliation(s)
- Vanesa Anton-Vazquez
- Institute of Infection and Immunity, St George's University of London, London, UK
| | - Paul Hine
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Sanjeev Krishna
- Institute of Infection and Immunity, St George's University of London, London, UK
| | - Marty Chaplin
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Timothy Planche
- Medical Microbiology Department, SouthWest London Pathology, Jenner Wing St George's Hospital, London, UK
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Performance of PCR/Electrospray Ionization-Mass Spectrometry on Whole Blood for Detection of Bloodstream Microorganisms in Patients with Suspected Sepsis. J Clin Microbiol 2020; 58:JCM.01860-19. [PMID: 32641399 PMCID: PMC7448645 DOI: 10.1128/jcm.01860-19] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 07/01/2020] [Indexed: 12/29/2022] Open
Abstract
Blood culture (BC) often fails to detect bloodstream microorganisms in sepsis. However, molecular diagnostics hold great potential. The molecular method PCR/electrospray ionization-mass spectrometry (PCR/ESI-MS) can detect DNA from hundreds of different microorganisms in whole blood. The aim of the present study was to evaluate the performance of this method in a multicenter study including 16 teaching hospitals in the United States (n = 13) and Europe (n = 3). First, on testing of 2,754 contrived whole blood samples, with or without spiked microorganisms, PCR/ESI-MS produced 99.1% true-positive and 97.2% true-negative results. Second, among 1,460 patients with suspected sepsis (sepsis-2 definition), BC and PCR/ESI-MS on whole blood were positive in 14.6% and 25.6% of cases, respectively, with the following result combinations: BC positive and PCR/ESI-MS negative, 4.3%; BC positive and PCR/ESI-MS positive, 10.3%; BC negative and PCR/ESI-MS positive, 15.3%; and BC negative and PCR/ESI-MS negative, 70.1%. Compared with BC, PCR/ESI-MS showed the following sensitivities (coagulase-negative staphylococci not included): Gram-positive bacteria, 58%; Gram-negative bacteria, 78%; and Candida species, 83%. The specificities were >94% for all individual species. Patients who had received prior antimicrobial medications (n = 603) had significantly higher PCR/ESI-MS positivity rates than patients without prior antimicrobial treatment-31% versus 22% (P < 0.0001)-with pronounced differences for Gram-negative bacteria and Candida species. In conclusion, PCR/ESI-MS showed excellent performance on contrived samples. On clinical samples, it showed high specificities, moderately high sensitivities for Gram-negative bacteria and Candida species, and elevated positivity rates during antimicrobial treatment. These promising results encourage further development of molecular diagnostics to be used with whole blood for detection of bloodstream microorganisms in sepsis.
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D'Onofrio V, Salimans L, Bedenić B, Cartuyvels R, Barišić I, Gyssens IC. The Clinical Impact of Rapid Molecular Microbiological Diagnostics for Pathogen and Resistance Gene Identification in Patients With Sepsis: A Systematic Review. Open Forum Infect Dis 2020; 7:ofaa352. [PMID: 33033730 PMCID: PMC7528559 DOI: 10.1093/ofid/ofaa352] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 08/10/2020] [Indexed: 12/12/2022] Open
Abstract
Fast microbiological diagnostics (MDx) are needed to ensure early targeted antimicrobial treatment in sepsis. This systematic review focuses on the impact on antimicrobial management and patient outcomes of MDx for pathogen and resistance gene identification compared with blood cultures. PubMed was searched for clinical studies using either whole blood directly or after short-term incubation. Twenty-five articles were retrieved describing the outcomes of 8 different MDx. Three interventional studies showed a significant increase in appropriateness of antimicrobial therapy and a nonsignificant change in time to appropriate therapy. Impact on mortality was conflicting. Length of stay was significantly lower in 2 studies. A significant decrease in antimicrobial cost was demonstrated in 6 studies. The limitations of this systematic review include the low number and observed heterogeneity of clinical studies. In conclusion, potential benefits of MDx regarding antimicrobial management and some patient outcomes were reported. More rigorous intervention studies are needed focusing on the direct benefits for patients.
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Affiliation(s)
- Valentino D'Onofrio
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium.,Department of Infectious Diseases and Immunity, Jessa Hospital, Hasselt, Belgium.,Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Lene Salimans
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Branka Bedenić
- Department of Microbiology, School of Medicine, University of Zagreb, Zagreb, Croatia
| | | | - Ivan Barišić
- Molecular diagnostics, Austrian Institute of Technology, Vienna, Austria
| | - Inge C Gyssens
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium.,Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
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Hann M, Timofte D, Isgren CM, Archer DC. Bacterial translocation in horses with colic and the potential association with surgical site infection: a pilot study. Vet Rec 2020; 187:68. [PMID: 32471957 DOI: 10.1136/vr.105788] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 03/25/2020] [Accepted: 04/25/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Surgical site infection (SSI) is a leading cause of morbidity in horses undergoing emergency exploratory laparotomy for the treatment of acute colic. The exact mechanism by which SSI develops in these cases is unclear. This prospective observational study investigated whether bacterial translocation occurs in horses with acute colic and if there is an association between bacterial translocation and development of SSI. METHODS Peripheral venous blood (PVB) and peritoneal fluid (PF) samples were collected on admission and PF samples were collected at the end of surgery from horses presenting for investigation of acute colic. Any discharge from the laparotomy incision in horses that developed SSI was also collected. All samples were submitted for bacterial culture. RESULTS In total, 7.7 per cent of PVB samples (3/39), 11.8 per cent (4/34) of admission PF samples and 8.7 per cent (2/23) of the PF samples at surgery were culture positive. The prevalence of SSI was 10.2 per cent. No association was identified between a positive PVB or PF culture and development of a SSI or survival to hospital discharge. CONCLUSION Bacterial translocation can occur in some horses with acute colic. However, we were unable to identify any association between bacterial translocation and the development of SSIs following emergency exploratory laparotomy.
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Affiliation(s)
- Michelle Hann
- Institute of Veterinary Science, University of Liverpool, Neston, Wirral, UK
| | - Dorina Timofte
- Institute of Veterinary Science, University of Liverpool, Neston, Wirral, UK
| | - Cajsa M Isgren
- Institute of Veterinary Science, University of Liverpool, Neston, Wirral, UK
| | - Debra C Archer
- Institute of Veterinary Science, University of Liverpool, Neston, Wirral, UK
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Enhanced Performance of Next-Generation Sequencing Diagnostics Compared With Standard of Care Microbiological Diagnostics in Patients Suffering From Septic Shock. Crit Care Med 2020; 47:e394-e402. [PMID: 30720537 PMCID: PMC6485303 DOI: 10.1097/ccm.0000000000003658] [Citation(s) in RCA: 79] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Supplemental Digital Content is available in the text. Objectives: Culture-based diagnostics represent the standard of care in septic patients, but are highly insensitive and in many cases unspecific. We recently demonstrated the general feasibility of next-generation sequencing-based diagnostics using free circulating nucleic acids (cell-free DNA) in plasma samples of septic patients. Within the presented investigation, higher performance of next-generation sequencing-based diagnostics was validated by comparison to matched blood cultures. Design: A secondary analysis of a prospective, observational, single-center study. Setting: Surgical ICU of a university hospital and research laboratory. Patients: Fifty patients with septic shock, 20 uninfected patients with elective surgery as control cohort. Interventions: None. Measurements and Main Results: From 256 plasma samples of 48 septic patients at up to seven consecutive time points within the 28-day observation period, cell-free DNA was isolated and analyzed by next-generation sequencing and relevance scoring. In parallel, results from culture-based diagnostics (e.g., blood culture) were obtained. Plausibility of blood culture and next-generation sequencing results as well as adequacy of antibiotic therapy was evaluated by an independent expert panel. In contrast to blood culture with a positivity rate of 33% at sepsis onset, the positivity rate for next-generation sequencing-based pathogen identification was 72%. Over the whole study period, blood culture positivity was 11%, and next-generation sequencing positivity was 71%. Ninety-six percent of positive next-generation sequencing results for acute sepsis time points were plausible and would have led to a change to a more adequate therapy in 53% of cases as assessed by the expert evaluation. Conclusions: Our results show that next-generation sequencing-based analyses of bloodstream infections provide a valuable diagnostic platform for the identification of clinically relevant pathogens with higher sensitivity and specificity than blood culture, indicating that patients might benefit from a more appropriate therapy based on next-generation sequencing-based diagnosis.
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Samuel L. Direct Detection of Pathogens in Bloodstream During Sepsis: Are We There Yet? J Appl Lab Med 2019; 3:631-642. [DOI: 10.1373/jalm.2018.028274] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 11/07/2018] [Indexed: 12/22/2022]
Abstract
Abstract
Background
Advances in medicine have improved our understanding of sepsis, but it remains a major cause of morbidity and mortality. The detection of pathogens that cause sepsis remains a challenge for clinical microbiology laboratories.
Content
Routine blood cultures are time-consuming and are negative in a large proportion of cases, leading to excessive use of broad-spectrum antimicrobials. Molecular testing direct from patient blood without the need for incubation has the potential to fill the gaps in our diagnostic armament and complement blood cultures to provide results in a timely manner. Currently available platforms show promise but have yet to definitively address gaps in sensitivity and specificity.
Summary
Significant strides have been made in the detection of pathogens directly from blood. A number of hurdles, however, remain before this technology can be adapted for routine use.
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Affiliation(s)
- Linoj Samuel
- Department of Pathology and Laboratory Medicine, Clinical Microbiology Division, Henry Ford Health System, Detroit, MI
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Idelevich EA, Reischl U, Becker K. New Microbiological Techniques in the Diagnosis of Bloodstream Infections. DEUTSCHES ARZTEBLATT INTERNATIONAL 2019; 115:822-832. [PMID: 30678752 DOI: 10.3238/arztebl.2018.0822] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 10/04/2017] [Accepted: 10/12/2018] [Indexed: 01/12/2023]
Abstract
BACKGROUND When a bloodstream infection is suspected, the preliminary and definitive results of culture-based microbiological testing arrive too late to have any influence on the initial choice of empirical antibiotic treatment. METHODS This review is based on pertinent publications retrieved by a selective search of the literature and on the authors' clinical and scientific experience. RESULTS A number of technical advances now enable more rapid microbiological diagnosis of bloodstream infections. DNA- based techniques for the direct detection of pathogenic organisms in whole blood have not yet become established in routine use because of various limitations. On the other hand, matrix-assisted laser desorption/ionization-time of flight (MALDI-TOF) mass spectrometry (MS) has become available for routine use in clinical laboratories and has markedly shortened the time to diagnosis after blood samples that have been cultured in automated blood-culture systems turn positive. Further developments of this technique now enable it to be used directly for blood cultures that have been flagged positive, as well as for subcultures that have been incubated for only a short time on a solid nutrient medium. The microbial biomass of the subculture can also be used in parallel for more rapid susceptibility testing with conventional methods, or, in future, with MALDI-TOF MS. CONCLUSION The potential of all of these new techniques will only be realizable in practice if they are optimally embedded in the diagnostic process and if sufficient attention is paid to pre-analytical issues, particularly storage and transport times.
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Nannan Panday RS, Lammers EMJ, Alam N, Nanayakkara PWB. An overview of positive cultures and clinical outcomes in septic patients: a sub-analysis of the Prehospital Antibiotics Against Sepsis (PHANTASi) trial. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2019; 23:182. [PMID: 31113475 PMCID: PMC6530106 DOI: 10.1186/s13054-019-2431-8] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 04/10/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Sepsis remains one of the most important causes of morbidity and mortality worldwide. In approximately 30-50% of cases of suspected sepsis, no pathogen is isolated, disabling the clinician to treat the patient with targeted antimicrobial therapy. Studies investigating the differences in the patient outcomes between culture-positive and culture-negative sepsis patients have only been conducted in subgroups of sepsis patients and results are ambiguous. METHODS This is a sub-analysis of the PHANTASi (Prehospital Antibiotics Against Sepsis trial), a randomized controlled trial that focused on the effect of prehospital antibiotics in sepsis patients. We evaluated the outcome of cultures from different sources and determined what the clinical implications of having a positive culture compared to negative cultures were for patient outcomes. Furthermore, we looked at the effect of antibiotics on culture outcomes. RESULTS 1133 patients (42.6%) with culture-positive sepsis were identified, compared to 1526 (56.4%) patients with culture-negative sepsis. 28-day mortality (RR 1.43 [95% CI 1.11-1.83]) and 90-day mortality (RR 1.41 [95% CI 1.15-1.71]) were significantly higher in culture-positive patients compared to culture-negative patients. Culture-positive sepsis was also associated with ≥ 3 organ systems affected during the sepsis episode (RR 4.27 [95% CI 2.78-6.60]). Patients who received antibiotics at home more often had negative blood cultures (85.9% vs. 78%) than those who did not (p < 0.001). CONCLUSIONS Our results show that culture-positive sepsis is associated with a higher mortality rate and culture-positive patients more often have multiple organ systems affected during the sepsis episode. TRIAL REGISTRATION The PHANTASi trial is registered at ClinicalTrials.gov, number NCT01988428 . Date of registration: November 20, 2013.
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Affiliation(s)
- Rishi S Nannan Panday
- Section Acute Medicine, Department of Internal Medicine Amsterdam UMC, University Medical Centers, Location VU University Medical Center, Vrije Universiteit Amsterdam, De Boelelaan 1118, 1081HZ, Amsterdam, The Netherlands.,Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Eline M J Lammers
- Section Acute Medicine, Department of Internal Medicine Amsterdam UMC, University Medical Centers, Location VU University Medical Center, Vrije Universiteit Amsterdam, De Boelelaan 1118, 1081HZ, Amsterdam, The Netherlands
| | - Nadia Alam
- Section Acute Medicine, Department of Internal Medicine Amsterdam UMC, University Medical Centers, Location VU University Medical Center, Vrije Universiteit Amsterdam, De Boelelaan 1118, 1081HZ, Amsterdam, The Netherlands
| | - Prabath W B Nanayakkara
- Section Acute Medicine, Department of Internal Medicine Amsterdam UMC, University Medical Centers, Location VU University Medical Center, Vrije Universiteit Amsterdam, De Boelelaan 1118, 1081HZ, Amsterdam, The Netherlands.
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23
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Sinha M, Jupe J, Mack H, Coleman TP, Lawrence SM, Fraley SI. Emerging Technologies for Molecular Diagnosis of Sepsis. Clin Microbiol Rev 2018; 31:e00089-17. [PMID: 29490932 PMCID: PMC5967692 DOI: 10.1128/cmr.00089-17] [Citation(s) in RCA: 200] [Impact Index Per Article: 28.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Rapid and accurate profiling of infection-causing pathogens remains a significant challenge in modern health care. Despite advances in molecular diagnostic techniques, blood culture analysis remains the gold standard for diagnosing sepsis. However, this method is too slow and cumbersome to significantly influence the initial management of patients. The swift initiation of precise and targeted antibiotic therapies depends on the ability of a sepsis diagnostic test to capture clinically relevant organisms along with antimicrobial resistance within 1 to 3 h. The administration of appropriate, narrow-spectrum antibiotics demands that such a test be extremely sensitive with a high negative predictive value. In addition, it should utilize small sample volumes and detect polymicrobial infections and contaminants. All of this must be accomplished with a platform that is easily integrated into the clinical workflow. In this review, we outline the limitations of routine blood culture testing and discuss how emerging sepsis technologies are converging on the characteristics of the ideal sepsis diagnostic test. We include seven molecular technologies that have been validated on clinical blood specimens or mock samples using human blood. In addition, we discuss advances in machine learning technologies that use electronic medical record data to provide contextual evaluation support for clinical decision-making.
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Affiliation(s)
- Mridu Sinha
- Bioengineering Department, University of California, San Diego, San Diego, California, USA
| | - Julietta Jupe
- Donald Danforth Plant Science Center, Saint Louis, Missouri, USA
| | - Hannah Mack
- Bioengineering Department, University of California, San Diego, San Diego, California, USA
| | - Todd P Coleman
- Bioengineering Department, University of California, San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California, San Diego, San Diego, California, USA
| | - Shelley M Lawrence
- Department of Pediatrics, Division of Neonatal-Perinatal Medicine, University of California, San Diego, San Diego, California, USA
- Rady Children's Hospital of San Diego, San Diego, California, USA
- Clinical Translational Research Institute, University of California, San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California, San Diego, San Diego, California, USA
| | - Stephanie I Fraley
- Bioengineering Department, University of California, San Diego, San Diego, California, USA
- Clinical Translational Research Institute, University of California, San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California, San Diego, San Diego, California, USA
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24
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Stevenson M, Pandor A, Martyn-St James M, Rafia R, Uttley L, Stevens J, Sanderson J, Wong R, Perkins GD, McMullan R, Dark P. Sepsis: the LightCycler SeptiFast Test MGRADE®, SepsiTest™ and IRIDICA BAC BSI assay for rapidly identifying bloodstream bacteria and fungi - a systematic review and economic evaluation. Health Technol Assess 2018; 20:1-246. [PMID: 27355222 DOI: 10.3310/hta20460] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Sepsis can lead to multiple organ failure and death. Timely and appropriate treatment can reduce in-hospital mortality and morbidity. OBJECTIVES To determine the clinical effectiveness and cost-effectiveness of three tests [LightCycler SeptiFast Test MGRADE(®) (Roche Diagnostics, Risch-Rotkreuz, Switzerland); SepsiTest(TM) (Molzym Molecular Diagnostics, Bremen, Germany); and the IRIDICA BAC BSI assay (Abbott Diagnostics, Lake Forest, IL, USA)] for the rapid identification of bloodstream bacteria and fungi in patients with suspected sepsis compared with standard practice (blood culture with or without matrix-absorbed laser desorption/ionisation time-of-flight mass spectrometry). DATA SOURCES Thirteen electronic databases (including MEDLINE, EMBASE and The Cochrane Library) were searched from January 2006 to May 2015 and supplemented by hand-searching relevant articles. REVIEW METHODS A systematic review and meta-analysis of effectiveness studies were conducted. A review of published economic analyses was undertaken and a de novo health economic model was constructed. A decision tree was used to estimate the costs and quality-adjusted life-years (QALYs) associated with each test; all other parameters were estimated from published sources. The model was populated with evidence from the systematic review or individual studies, if this was considered more appropriate (base case 1). In a secondary analysis, estimates (based on experience and opinion) from seven clinicians regarding the benefits of earlier test results were sought (base case 2). A NHS and Personal Social Services perspective was taken, and costs and benefits were discounted at 3.5% per annum. Scenario analyses were used to assess uncertainty. RESULTS For the review of diagnostic test accuracy, 62 studies of varying methodological quality were included. A meta-analysis of 54 studies comparing SeptiFast with blood culture found that SeptiFast had an estimated summary specificity of 0.86 [95% credible interval (CrI) 0.84 to 0.89] and sensitivity of 0.65 (95% CrI 0.60 to 0.71). Four studies comparing SepsiTest with blood culture found that SepsiTest had an estimated summary specificity of 0.86 (95% CrI 0.78 to 0.92) and sensitivity of 0.48 (95% CrI 0.21 to 0.74), and four studies comparing IRIDICA with blood culture found that IRIDICA had an estimated summary specificity of 0.84 (95% CrI 0.71 to 0.92) and sensitivity of 0.81 (95% CrI 0.69 to 0.90). Owing to the deficiencies in study quality for all interventions, diagnostic accuracy data should be treated with caution. No randomised clinical trial evidence was identified that indicated that any of the tests significantly improved key patient outcomes, such as mortality or duration in an intensive care unit or hospital. Base case 1 estimated that none of the three tests provided a benefit to patients compared with standard practice and thus all tests were dominated. In contrast, in base case 2 it was estimated that all cost per QALY-gained values were below £20,000; the IRIDICA BAC BSI assay had the highest estimated incremental net benefit, but results from base case 2 should be treated with caution as these are not evidence based. LIMITATIONS Robust data to accurately assess the clinical effectiveness and cost-effectiveness of the interventions are currently unavailable. CONCLUSIONS The clinical effectiveness and cost-effectiveness of the interventions cannot be reliably determined with the current evidence base. Appropriate studies, which allow information from the tests to be implemented in clinical practice, are required. STUDY REGISTRATION This study is registered as PROSPERO CRD42015016724. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- Matt Stevenson
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Abdullah Pandor
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | | | - Rachid Rafia
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Lesley Uttley
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - John Stevens
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Jean Sanderson
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Ruth Wong
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Gavin D Perkins
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK.,Heart of England NHS Foundation Trust, Coventry, UK
| | - Ronan McMullan
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, UK.,Belfast Health and Social Care Trust, The Royal Hospitals, Belfast, UK
| | - Paul Dark
- Institute of Inflammation and Repair, University of Manchester, Manchester, UK.,Salford Royal NHS Foundation Trust, Salford, UK
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25
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Tang YW, Stratton CW. Interpretation and Relevance of Advanced Technique Results. ADVANCED TECHNIQUES IN DIAGNOSTIC MICROBIOLOGY 2018. [PMCID: PMC7120226 DOI: 10.1007/978-3-319-95111-9_31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Advanced techniques in the field of diagnostic microbiology have made amazing progress over the past 25 years due largely to a technological revolution in the molecular aspects of microbiology [1, 2]. In particular, rapid molecular methods for nucleic acid amplification and characterization combined with automation in the clinical microbiology laboratory as well as user-friendly software and robust laboratory informatics systems have significantly broadened the diagnostic capabilities of modern clinical microbiology laboratories. Molecular methods such as nucleic acid amplification tests (NAATs) rapidly are being developed and introduced in the clinical laboratory setting [3, 4]. Indeed, every section of the clinical microbiology laboratory, including bacteriology, mycology, mycobacteriology, parasitology, and virology, has benefited from these advanced techniques. Because of the rapid development and adaptation of these molecular techniques, the interpretation and relevance of the results produced by such molecular methods continues to lag behind. The purpose of this chapter is to review, update, and discuss the interpretation and relevance of results produced by these advanced molecular techniques.
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Affiliation(s)
- Yi-Wei Tang
- Departments of Laboratory Medicine and Internal Medicine, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Charles W. Stratton
- Department of Pathology, Microbiology and Immunology and Medicine, Vanderbilt University Medical Center, Nashville, TN USA
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26
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Tat Trung N, Van Tong H, Lien TT, Van Son T, Thanh Huyen TT, Quyen DT, Hoan PQ, Meyer CG, Song LH. Clinical utility of an optimised multiplex real-time PCR assay for the identification of pathogens causing sepsis in Vietnamese patients. Int J Infect Dis 2017; 67:122-128. [PMID: 29253706 DOI: 10.1016/j.ijid.2017.12.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2017] [Revised: 12/07/2017] [Accepted: 12/09/2017] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION For the identification of bacterial pathogens, blood culture is still the gold standard diagnostic method. However, several disadvantages apply to blood cultures, such as time and rather large volumes of blood sample required. We have previously established an optimised multiplex real-time PCR method in order to diagnose bloodstream infections. MATERIAL AND METHODS In the present study, we evaluated the diagnostic performance of this optimised multiplex RT-PCR in blood samples collected from 110 septicaemia patients enrolled at the 108 Military Central Hospital, Hanoi, Vietnam. RESULTS Positive results were obtained by blood culture, the Light Cylcler-based SeptiFast® assay and our multiplex RT-PCR in 35 (32%), 31 (28%), and 31 (28%) samples, respectively. Combined use of the three methods confirmed 50 (45.5%) positive cases of bloodstream infection, a rate significantly higher compared to the exclusive use of one of the three methods (P=0.052, 0.012 and 0.012, respectively). The sensitivity, specificity and area under the curve (AUC) of our assay were higher compared to that of the SeptiFast® assay (77.4%, 86.1% and 0.8 vs. 67.7%, 82.3% and 0.73, respectively). Combined use of blood culture and multiplex RT-PCR assay showed a superior diagnostic performance, as the sensitivity, specificity, and AUC reached 83.3%, 100%, and 0.95, respectively. The concordance between blood culture and the multiplex RT-PCR assay was highest for Klebsiella pneumonia (100%), followed by Streptococcus spp. (77.8%), Escherichia coli (66.7%), Staphylococcus spp. (50%) and Salmonella spp. (50%). In addition, the use of the newly established multiplex RT-PCR assay increased the spectrum of identifiable agents (Acintobacter baumannii, 1/32; Proteus mirabilis, 1/32). CONCLUSION The combination of culture and the multiplex RT-PCR assay provided an excellent diagnostic accomplishment and significantly supported the identification of causative pathogens in clinical samples obtained from septic patients.
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Affiliation(s)
- Ngo Tat Trung
- Department of Molecular Biology, 108 Military Central Hospital, No 1, Tran Hung Dao Street, Hai Ba Trung Dist, Hanoi, Vietnam; Vietnamese - German Centre for Medical Research (VG-CARE), Hanoi, Vietnam.
| | - Hoang Van Tong
- Vietnamese - German Centre for Medical Research (VG-CARE), Hanoi, Vietnam; Biomedical and Pharmaceutical Applied Research Center, Vietnam Military Medical University, Hanoi, Vietnam.
| | - Tran Thi Lien
- Faculty of Infectious diseases, Hai Phong Medical University, 72A Nguyen Binh Khiem, Ngo Quyen District, Hai Phong, Vietnam.
| | - Trinh Van Son
- Vietnamese - German Centre for Medical Research (VG-CARE), Hanoi, Vietnam; Institute of Clinical Infectious Diseases, 108 Military Central Hospital, No 1, Tran Hung Dao Street, Hai Ba Trung Dist, Hanoi, Vietnam.
| | - Tran Thi Thanh Huyen
- Department of Molecular Biology, 108 Military Central Hospital, No 1, Tran Hung Dao Street, Hai Ba Trung Dist, Hanoi, Vietnam.
| | - Dao Thanh Quyen
- Department of Molecular Biology, 108 Military Central Hospital, No 1, Tran Hung Dao Street, Hai Ba Trung Dist, Hanoi, Vietnam.
| | - Phan Quoc Hoan
- Department of Molecular Biology, 108 Military Central Hospital, No 1, Tran Hung Dao Street, Hai Ba Trung Dist, Hanoi, Vietnam.
| | - Christian G Meyer
- Vietnamese - German Centre for Medical Research (VG-CARE), Hanoi, Vietnam; Institute of Tropical Medicine, Eberhard Karls University Tübingen, Wilhelmstr. 27, 72074, Tübingen, Germany; Faculty of Medicine, Duy Tan University, Da Nang, Vietnam.
| | - Le Huu Song
- Vietnamese - German Centre for Medical Research (VG-CARE), Hanoi, Vietnam; Institute of Clinical Infectious Diseases, 108 Military Central Hospital, No 1, Tran Hung Dao Street, Hai Ba Trung Dist, Hanoi, Vietnam.
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27
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Markota A, Sinkovič A. Mortality, intensive care treatment, and cost evaluation: Role of a polymerase chain reaction assay in patients with sepsis. J Int Med Res 2017; 46:79-88. [PMID: 28730906 PMCID: PMC6011302 DOI: 10.1177/0300060517719768] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Objective We examined whether patients with a positive SeptiFast (SF) assay (LightCycler SeptiFast; Roche Diagnostics, Basel, Switzerland) developed higher long-term mortality, a more difficult course of treatment, and a higher antimicrobial treatment cost than patients with a negative SF assay. Methods We performed a post-hoc analysis of data collected in a 1-year prospective interventional study of adults with severe sepsis and septic shock. In addition to the standard treatment, an additional 5 ml of blood was obtained for an SF assay, and the antimicrobial treatment was changed according to the SF results. Results We included 57 patients, and the SF assay was positive (SF+) in 10 (17.5%) and negative (SF−) in 47 (82.5%) patients. A trend toward a higher 6-month, 1-year, and 2-year mortality rate was observed in the SF+ group. In the SF+ group, we observed a significantly greater need for second-line vasopressor therapy, a higher initial procalcitonin concentration, and higher maximum C-reactive protein and lactate concentrations. We found no significant differences in cost of antimicrobial treatment between the SF+ and SF− groups. Conclusions We observed a trend toward higher long-term mortality and a more difficult course of treatment but no difference in the cost of antimicrobial treatment.
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Affiliation(s)
- Andrej Markota
- Medical Intensive Care Unit, University Medical Centre Maribor, Ljubljanska 5, Maribor, Slovenia
| | - Andreja Sinkovič
- Medical Intensive Care Unit, University Medical Centre Maribor, Ljubljanska 5, Maribor, Slovenia
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28
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Grosse-Onnebrink J, Stehling F, Tschiedel E, Olivier M, Mellies U, Schmidt R, Buer J, Rath PM, Steinmann J. Bacteraemia and fungaemia in cystic fibrosis patients with febrile pulmonary exacerbation: a prospective observational study. BMC Pulm Med 2017; 17:96. [PMID: 28662657 PMCID: PMC5492183 DOI: 10.1186/s12890-017-0440-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 06/20/2017] [Indexed: 11/10/2022] Open
Abstract
Background Bloodstream pathogens can be identified by multiplex PCR (SeptiFast (SF)) or blood culture (BC); whether these pathogens are present in cystic fibrosis (CF) patients during febrile pulmonary exacerbations (FPE) has not been sufficiently studied. Methods In this prospective observational study, blood from CF patients experiencing FPE was tested with SF and BC before the initiation of antibiotic treatment. Results After contaminants had been excluded, 9 of 72 blood samples tested positive by BC or SF. SF exclusively detected four pathogens; BC, one. Pulmonary pathogen transmission was likely in all cases except for 2 cases of candidaemia, which were believed to be caused by catheter-related infections. For three cases, test results caused us to change the antibiotic regimen. Sensitivity (85.7% vs. 42.9%) and negative predictive value (98.4% vs. 87.0%) tended to be higher for SF than for BC. Conclusions The results of SF and BC show that bacteraemia and fungaemia are present in CF patients during FPE and may affect antibiotic therapy. SF can help rule out catheter-related bloodstream infections.
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Affiliation(s)
- Joerg Grosse-Onnebrink
- Department of Paediatric Respiratory Medicine, Cystic Fibrosis Centre, University Children's Hospital Essen, Essen, Germany. .,Present address: Department of General Paediatrics, Paediatric Pulmonology Unit, University Hospital Muenster, Albert-Schweitzer-Strasse 1, Building A1 D-, 48149, Muenster, Germany.
| | - Florian Stehling
- Department of Paediatric Respiratory Medicine, Cystic Fibrosis Centre, University Children's Hospital Essen, Essen, Germany
| | - Eva Tschiedel
- Department of Paediatric Respiratory Medicine, Cystic Fibrosis Centre, University Children's Hospital Essen, Essen, Germany
| | - Margarete Olivier
- Department of Paediatric Respiratory Medicine, Cystic Fibrosis Centre, University Children's Hospital Essen, Essen, Germany
| | - Uwe Mellies
- Department of Paediatric Respiratory Medicine, Cystic Fibrosis Centre, University Children's Hospital Essen, Essen, Germany
| | - Rene Schmidt
- Institute of Biostatistics and Clinical Research, University of Muenster, Muenster, Germany
| | - Jan Buer
- Institute of Medical Microbiology, University Hospital Essen, Essen, Germany
| | - Peter-Micheal Rath
- Institute of Medical Microbiology, University Hospital Essen, Essen, Germany
| | - Joerg Steinmann
- Institute of Medical Microbiology, University Hospital Essen, Essen, Germany
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29
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Marco F. Molecular methods for septicemia diagnosis. Enferm Infecc Microbiol Clin 2017; 35:586-592. [PMID: 28427796 DOI: 10.1016/j.eimc.2017.03.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 03/06/2017] [Indexed: 12/12/2022]
Abstract
Septicemia remains a major cause of hospital mortality. Blood culture remains the best approach to identify the etiological microorganisms when a bloodstream infection is suspected but it takes long time because it relies on bacterial or fungal growth. The introduction in clinical microbiology laboratories of the matrix-assisted laser desorption ionization time-of-flight mass spectrometry technology, DNA hybridization, microarrays or rapid PCR-based test significantly reduce the time to results. Tests for direct detection in whole blood samples are highly desirable because of their potential to identify bloodstream pathogens without waiting for blood cultures to become positive. Nonetheless, limitations of current molecular diagnostic methods are substantial. This article reviews these new molecular approaches (LightCycler SeptiFast, Magicplex sepsis real time, Septitest, VYOO, PCR/ESI-MS analysis, T2Candida).
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Affiliation(s)
- Francesc Marco
- Servicio de Microbiología, Centro de Diagnóstico Biomédico, Hospital Clínic, Barcelona, España; ISGlobal, Barcelona Institute for Global Health, Hospital Clínic-Universitat de Barcelona, Barcelona, España.
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30
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Vergis N, Atkinson SR, Knapp S, Maurice J, Allison M, Austin A, Forrest EH, Masson S, McCune A, Patch D, Richardson P, Gleeson D, Ryder SD, Wright M, Thursz MR. In Patients With Severe Alcoholic Hepatitis, Prednisolone Increases Susceptibility to Infection and Infection-Related Mortality, and Is Associated With High Circulating Levels of Bacterial DNA. Gastroenterology 2017; 152:1068-1077.e4. [PMID: 28043903 PMCID: PMC6381387 DOI: 10.1053/j.gastro.2016.12.019] [Citation(s) in RCA: 146] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Revised: 11/16/2016] [Accepted: 12/03/2016] [Indexed: 12/16/2022]
Abstract
BACKGROUND & AIMS Infections are common in patients with severe alcoholic hepatitis (SAH), but little information is available on how to predict their development or their effects on patients. Prednisolone is advocated for treatment of SAH, but can increase susceptibility to infection. We compared the effects of infection on clinical outcomes of patients treated with and without prednisolone, and identified risk factors for development of infection in SAH. METHODS We analyzed data from 1092 patients enrolled in a double-blind placebo-controlled trial to evaluate the efficacy of treatment with prednisolone (40 mg daily) or pentoxifylline (400 mg 3 times each day) in patients with SAH. The 2 × 2 factorial design led to 547 patients receiving prednisolone; 546 were treated with pentoxifylline. The trial was conducted in the United Kingdom from January 2011 through February 2014. Data on development of infection were collected at evaluations performed at screening, baseline, weekly during admission, on discharge, and after 90 days. Patients were diagnosed with infection based on published clinical and microbiologic criteria. Risk factors for development of infection and effects on 90-day mortality were evaluated separately in patients treated with prednisolone (n = 547) and patients not treated with prednisolone (n = 545) using logistic regression. Pretreatment blood levels of bacterial DNA (bDNA) were measured in 731 patients. RESULTS Of the 1092 patients in the study, 135 had an infection at baseline, 251 developed infections during treatment, and 89 patients developed an infection after treatment. There was no association between pentoxifylline therapy and the risk of serious infection (P = .084), infection during treatment (P = .20), or infection after treatment (P = .27). Infections classified as serious were more frequent in patients treated with prednisolone (odds ratio [OR], 1.27; 95% confidence interval [CI], 1.27-2.92; P = .002). There was no association between prednisolone therapy and infection during treatment (OR, 1.04; 95% CI, 0.78-1.37; P = .80). However, a higher proportion (10%) of patients receiving prednisolone developed an infection after treatment than of patients not given prednisolone (6%) (OR, 1.70; 95% CI, 1.07-2.69; P = .024). Development of infection was associated with increased 90-day mortality in patients with SAH treated with prednisolone, independent of model for end-stage liver disease or Lille score (OR, 2.46; 95% CI, 1.41-4.30; P = .002). High circulating bDNA predicted infection that developed within 7 days of prednisolone therapy, independent of Model for End-Stage Liver Disease and white blood cell count (OR, 4.68; 95% CI, 1.80-12.17; P = .001). In patients who did not receive prednisolone, infection was not independently associated with 90-day mortality (OR, 0.94; 95% CI, 0.54-1.62; P = .82) or levels of bDNA (OR, 0.83; 95% CI, 0.39-1.75; P = .62). CONCLUSIONS Patients with SAH given prednisolone are at greater risk for developing serious infections and infections after treatment than patients not given prednisolone, which may offset its therapeutic benefit. Level of circulating bDNA before treatment could identify patients at high risk of infection if given prednisolone; these data could be used to select therapies for patients with SAH. EudraCT no: 2009-013897-42; Current Controlled Trials no: ISRCTN88782125.
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Affiliation(s)
| | - Stephen R. Atkinson
- Imperial College, London, United Kingdom,Reprint requests Address requests for reprints to: Stephen Atkinson, PhD, St Mary’s Hospital, Imperial College, London, W2 1NY, UK. fax: +4420 7724 9369.
| | | | | | | | | | | | - Steven Masson
- Freeman Hospital, The Newcastle Upon Tyne Hospitals, National Health Service Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Anne McCune
- Bristol Royal Infirmary, Bristol, United Kingdom
| | | | - Paul Richardson
- Royal Liverpool University National Health Service Trust, Liverpool, United Kingdom
| | - Dermot Gleeson
- Sheffield Teaching Hospitals Foundation Trust, Sheffield, United Kingdom
| | - Stephen D. Ryder
- NIHR Biomedical Research Unit in Gastrointestinal and Liver Diseases at Nottingham University Hospitals National Health Service Trust and The University of Nottingham, Nottingham, United Kingdom
| | - Mark Wright
- Southampton University Hospital, Southampton, United Kingdom
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31
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O'Dwyer MJ, Starczewska MH, Schrenzel J, Zacharowski K, Ecker DJ, Sampath R, Brealey D, Singer M, Libert N, Wilks M, Vincent JL. The detection of microbial DNA but not cultured bacteria is associated with increased mortality in patients with suspected sepsis-a prospective multi-centre European observational study. Clin Microbiol Infect 2017; 23:208.e1-208.e6. [PMID: 27890455 DOI: 10.1016/j.cmi.2016.11.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2016] [Revised: 11/13/2016] [Accepted: 11/14/2016] [Indexed: 01/05/2023]
Abstract
OBJECTIVES Blood culture results inadequately stratify the mortality risk in critically ill patients with sepsis. We sought to establish the prognostic significance of the presence of microbial DNA in the bloodstream of patients hospitalized with suspected sepsis. METHODS We analysed the data collected during the Rapid Diagnosis of Infections in the Critically Ill (RADICAL) study, which compared a novel culture-independent PCR/electrospray ionization-mass spectrometry (ESI-MS) assay with standard microbiological testing. Patients were eligible for the study if they had suspected sepsis and were either hospitalized or were referred to one of nine intensive care units from six European countries. The blood specimen for PCR/ESI-MS assay was taken along with initial blood culture taken for clinical indications. RESULTS Of the 616 patients recruited to the RADICAL study, 439 patients had data on outcome, results of the blood culture and PCR/ESI-MS assay available for analysis. Positive blood culture and PCR/ESI-MSI result was found in 13% (56/439) and 40% (177/439) of patients, respectively. Either a positive blood culture (p 0.01) or a positive PCR/ESI-MS (p 0.005) was associated with higher SOFA scores on enrolment to the study. There was no difference in 28-day mortality observed in patients who had either positive or negative blood cultures (35% versus 32%, p 0.74). However, in patients with a positive PCR/ESI-MS assay, mortality was significantly higher in comparison to those with a negative result (42% versus 26%, p 0.001). CONCLUSIONS Presence of microbial DNA in patients with suspected sepsis might define a patient group at higher risk of death.
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Affiliation(s)
- M J O'Dwyer
- Department of Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
| | - M H Starczewska
- Adult Critical Care Unit, Royal London Hospital, Barts Health NHS Trust, London, UK
| | - J Schrenzel
- Genomic Research Laboratory, Department of Internal Medicine, Service of Infectious Diseases, University of Geneva Hospitals, Geneva, Switzerland
| | - K Zacharowski
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum Frankfurt, Frankfurt am Main, Germany
| | - D J Ecker
- Ibis Biosciences, Abbott, Carlsbad, CA, USA
| | - R Sampath
- Ibis Biosciences, Abbott, Carlsbad, CA, USA
| | - D Brealey
- Division of Critical Care, University College London Hospitals NIHR Biomedical Research Centre and Bloomsbury Institute of Intensive Care Medicine, University College Hospital, London, United Kingdom
| | - M Singer
- Division of Critical Care, University College London Hospitals NIHR Biomedical Research Centre and Bloomsbury Institute of Intensive Care Medicine, University College Hospital, London, United Kingdom
| | - N Libert
- Department of Anaesthesiology and Critical Care, Val de Grâce Military Hospital, Paris, France
| | - M Wilks
- Barts and The London School of Medicine and Dentistry, Queen Mary University of London and Barts Health NHS Trust, London, UK
| | - J-L Vincent
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles, Brussels, Belgium
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Ziegler I, Fagerström A, Strålin K, Mölling P. Evaluation of a Commercial Multiplex PCR Assay for Detection of Pathogen DNA in Blood from Patients with Suspected Sepsis. PLoS One 2016; 11:e0167883. [PMID: 27997618 PMCID: PMC5172567 DOI: 10.1371/journal.pone.0167883] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2015] [Accepted: 11/22/2016] [Indexed: 11/24/2022] Open
Abstract
The Magicplex Sepsis Real-time Test (MST) is a commercial multiplex PCR that can detect more than 90 different pathogens in blood, with an analysis time of six hours. The aim of the present study was to evaluate this method for the detection of bloodstream infection (BSI). An EDTA whole blood sample for MST was collected together with blood cultures (BC) from patients with suspected sepsis at the Emergency Department of a university hospital. Among 696 study patients, 322 (46%) patients were positive with at least one method; 128 (18%) were BC positive and 268 (38%) were MST positive. Considering BC to be the gold standard, MST had an overall sensitivity of 47%, specificity of 66%, positive predictive value (PPV) of 23%, and a negative predictive value of 87%. Among the MST positive samples with a negative BC, coagulase-negative staphylococci (CoNS) and species that rarely cause community-acquired BSI were frequently noted. However, the quantification cycle (Cq) values of the MST+/BC- results were often high. We thus hypothesized that the performance of the MST test could be improved if the Cq cut-off level was adjusted downwards. With a lower Cq cut-off value, i.e. 6.0 for Staphylococcus species and 9.0 for all other species, the number of MST positive cases decreased to 83 (12%) and the overall sensitivity decreased to 38%. However, the PPV increased to 59% and the specificity increased to 96%, as many MST positive results for CoNS and bacteria that rarely cause community-acquired BSI turned MST negative. In conclusion, our study shows that with a lower Cq cut-off value, the MST will detect less contaminants and findings with unclear relevance, but to the cost of a lower sensitivity. Consequently, we consider that a positive MST results with a Cq value above the adjusted cut-off should be interpreted with caution, as the result might be clinically irrelevant. In a correspondent way, quantitative results could probably be useful in the interpretation of positive results from other molecular assays for the detection of BSI.
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Affiliation(s)
- Ingrid Ziegler
- Department of Infectious Diseases, Örebro University Hospital, Örebro, Sweden
- School of Health and Medical Sciences, Örebro University, Örebro, Sweden
- * E-mail:
| | - Anna Fagerström
- School of Health and Medical Sciences, Örebro University, Örebro, Sweden
- Department of Laboratory Medicine, Örebro University Hospital, Örebro, Sweden
| | - Kristoffer Strålin
- School of Health and Medical Sciences, Örebro University, Örebro, Sweden
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Paula Mölling
- School of Health and Medical Sciences, Örebro University, Örebro, Sweden
- Department of Laboratory Medicine, Örebro University Hospital, Örebro, Sweden
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Siow WT, Koay ESC, Lee CK, Lee HK, Ong V, Ngerng WJ, Lim HF, Tan A, Tang JWT, Phua J. The Use of Polymerase Chain Reaction Amplification for the Detection of Viruses and Bacteria in Severe Community-Acquired Pneumonia. Respiration 2016; 92:286-294. [DOI: 10.1159/000448555] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 07/20/2016] [Indexed: 11/19/2022] Open
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Krezalek MA, Skowron KB, Guyton KL, Shakhsheer B, Hyoju S, Alverdy JC. The intestinal microbiome and surgical disease. Curr Probl Surg 2016; 53:257-93. [PMID: 27497246 DOI: 10.1067/j.cpsurg.2016.06.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 06/07/2016] [Indexed: 12/12/2022]
Affiliation(s)
- Monika A Krezalek
- Department of Surgery, Center for Surgical Infection Research and Therapeutics, Pritzker School of Medicine, University of Chicago, Chicago, IL
| | - Kinga B Skowron
- Department of Surgery, Center for Surgical Infection Research and Therapeutics, Pritzker School of Medicine, University of Chicago, Chicago, IL
| | - Kristina L Guyton
- Department of Surgery, Center for Surgical Infection Research and Therapeutics, Pritzker School of Medicine, University of Chicago, Chicago, IL
| | - Baddr Shakhsheer
- Department of Surgery, Center for Surgical Infection Research and Therapeutics, Pritzker School of Medicine, University of Chicago, Chicago, IL
| | - Sanjiv Hyoju
- Department of Surgery, Center for Surgical Infection Research and Therapeutics, Pritzker School of Medicine, University of Chicago, Chicago, IL
| | - John C Alverdy
- Department of Surgery, Center for Surgical Infection Research and Therapeutics, Pritzker School of Medicine, University of Chicago, Chicago, IL.
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Pitt WG, Alizadeh M, Husseini GA, McClellan DS, Buchanan CM, Bledsoe CG, Robison RA, Blanco R, Roeder BL, Melville M, Hunter AK. Rapid separation of bacteria from blood-review and outlook. Biotechnol Prog 2016; 32:823-39. [PMID: 27160415 DOI: 10.1002/btpr.2299] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Revised: 05/03/2016] [Indexed: 12/11/2022]
Abstract
The high morbidity and mortality rate of bloodstream infections involving antibiotic-resistant bacteria necessitate a rapid identification of the infectious organism and its resistance profile. Traditional methods based on culturing the blood typically require at least 24 h, and genetic amplification by PCR in the presence of blood components has been problematic. The rapid separation of bacteria from blood would facilitate their genetic identification by PCR or other methods so that the proper antibiotic regimen can quickly be selected for the septic patient. Microfluidic systems that separate bacteria from whole blood have been developed, but these are designed to process only microliter quantities of whole blood or only highly diluted blood. However, symptoms of clinical blood infections can be manifest with bacterial burdens perhaps as low as 10 CFU/mL, and thus milliliter quantities of blood must be processed to collect enough bacteria for reliable genetic analysis. This review considers the advantages and shortcomings of various methods to separate bacteria from blood, with emphasis on techniques that can be done in less than 10 min on milliliter-quantities of whole blood. These techniques include filtration, screening, centrifugation, sedimentation, hydrodynamic focusing, chemical capture on surfaces or beads, field-flow fractionation, and dielectrophoresis. Techniques with the most promise include screening, sedimentation, and magnetic bead capture, as they allow large quantities of blood to be processed quickly. Some microfluidic techniques can be scaled up. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 32:823-839, 2016.
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Affiliation(s)
- William G Pitt
- Dept. of Chemical Engineering, Brigham Young University, Provo, UT
| | - Mahsa Alizadeh
- Dept. of Chemical Engineering, Brigham Young University, Provo, UT
| | - Ghaleb A Husseini
- Dept. of Chemical Engineering, American University of Sharjah, Sharjah, UAE
| | | | - Clara M Buchanan
- Dept. of Chemical Engineering, Brigham Young University, Provo, UT
| | - Colin G Bledsoe
- Dept. of Chemical Engineering, Brigham Young University, Provo, UT
| | - Richard A Robison
- Dept. of Microbiology and Molecular Biology, Brigham Young University, Provo, UT
| | - Rae Blanco
- Dept. of Chemical Engineering, Brigham Young University, Provo, UT
| | | | - Madison Melville
- Dept. of Chemical Engineering, Brigham Young University, Provo, UT
| | - Alex K Hunter
- Dept. of Chemical Engineering, Brigham Young University, Provo, UT
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Warhurst G, Dunn G, Chadwick P, Blackwood B, McAuley D, Perkins GD, McMullan R, Gates S, Bentley A, Young D, Carlson GL, Dark P. Rapid detection of health-care-associated bloodstream infection in critical care using multipathogen real-time polymerase chain reaction technology: a diagnostic accuracy study and systematic review. Health Technol Assess 2016; 19:1-142. [PMID: 25961752 DOI: 10.3310/hta19350] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND There is growing interest in the potential utility of real-time polymerase chain reaction (PCR) in diagnosing bloodstream infection by detecting pathogen deoxyribonucleic acid (DNA) in blood samples within a few hours. SeptiFast (Roche Diagnostics GmBH, Mannheim, Germany) is a multipathogen probe-based system targeting ribosomal DNA sequences of bacteria and fungi. It detects and identifies the commonest pathogens causing bloodstream infection. As background to this study, we report a systematic review of Phase III diagnostic accuracy studies of SeptiFast, which reveals uncertainty about its likely clinical utility based on widespread evidence of deficiencies in study design and reporting with a high risk of bias. OBJECTIVE Determine the accuracy of SeptiFast real-time PCR for the detection of health-care-associated bloodstream infection, against standard microbiological culture. DESIGN Prospective multicentre Phase III clinical diagnostic accuracy study using the standards for the reporting of diagnostic accuracy studies criteria. SETTING Critical care departments within NHS hospitals in the north-west of England. PARTICIPANTS Adult patients requiring blood culture (BC) when developing new signs of systemic inflammation. MAIN OUTCOME MEASURES SeptiFast real-time PCR results at species/genus level compared with microbiological culture in association with independent adjudication of infection. Metrics of diagnostic accuracy were derived including sensitivity, specificity, likelihood ratios and predictive values, with their 95% confidence intervals (CIs). Latent class analysis was used to explore the diagnostic performance of culture as a reference standard. RESULTS Of 1006 new patient episodes of systemic inflammation in 853 patients, 922 (92%) met the inclusion criteria and provided sufficient information for analysis. Index test assay failure occurred on 69 (7%) occasions. Adult patients had been exposed to a median of 8 days (interquartile range 4-16 days) of hospital care, had high levels of organ support activities and recent antibiotic exposure. SeptiFast real-time PCR, when compared with culture-proven bloodstream infection at species/genus level, had better specificity (85.8%, 95% CI 83.3% to 88.1%) than sensitivity (50%, 95% CI 39.1% to 60.8%). When compared with pooled diagnostic metrics derived from our systematic review, our clinical study revealed lower test accuracy of SeptiFast real-time PCR, mainly as a result of low diagnostic sensitivity. There was a low prevalence of BC-proven pathogens in these patients (9.2%, 95% CI 7.4% to 11.2%) such that the post-test probabilities of both a positive (26.3%, 95% CI 19.8% to 33.7%) and a negative SeptiFast test (5.6%, 95% CI 4.1% to 7.4%) indicate the potential limitations of this technology in the diagnosis of bloodstream infection. However, latent class analysis indicates that BC has a low sensitivity, questioning its relevance as a reference test in this setting. Using this analysis approach, the sensitivity of the SeptiFast test was low but also appeared significantly better than BC. Blood samples identified as positive by either culture or SeptiFast real-time PCR were associated with a high probability (> 95%) of infection, indicating higher diagnostic rule-in utility than was apparent using conventional analyses of diagnostic accuracy. CONCLUSION SeptiFast real-time PCR on blood samples may have rapid rule-in utility for the diagnosis of health-care-associated bloodstream infection but the lack of sensitivity is a significant limiting factor. Innovations aimed at improved diagnostic sensitivity of real-time PCR in this setting are urgently required. Future work recommendations include technology developments to improve the efficiency of pathogen DNA extraction and the capacity to detect a much broader range of pathogens and drug resistance genes and the application of new statistical approaches able to more reliably assess test performance in situation where the reference standard (e.g. blood culture in the setting of high antimicrobial use) is prone to error. STUDY REGISTRATION The systematic review is registered as PROSPERO CRD42011001289. FUNDING The National Institute for Health Research Health Technology Assessment programme. Professor Daniel McAuley and Professor Gavin D Perkins contributed to the systematic review through their funded roles as codirectors of the Intensive Care Foundation (UK).
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Affiliation(s)
- Geoffrey Warhurst
- Infection, Injury and Inflammation Research Group, Salford Royal NHS Foundation Trust, Manchester Academic Health Sciences Centre (MAHSC), University of Manchester, Salford, UK
| | - Graham Dunn
- Centre for Biostatistics, Institute of Population Health, Faculty of Medical and Human Sciences, Manchester Academic Health Sciences Centre (MAHSC), University of Manchester, Salford, UK
| | - Paul Chadwick
- Microbiology Department, Salford Royal NHS Foundation Trust, Manchester Academic Health Sciences Centre (MAHSC), University of Manchester, Salford, UK
| | - Bronagh Blackwood
- Centre for Infection and Immunity, Queen's University Belfast, Belfast, UK
| | - Daniel McAuley
- Centre for Infection and Immunity, Queen's University Belfast, Belfast, UK
| | - Gavin D Perkins
- Clinical Trials Unit, Medical School, Warwick University, Coventry, UK
| | - Ronan McMullan
- Medical Microbiology, Royal Victoria Hospital, Belfast, UK
| | - Simon Gates
- Clinical Trials Unit, Medical School, Warwick University, Coventry, UK
| | - Andrew Bentley
- Institue of Inflammation and Repair, Faculty of Medical and Human Sciences, Manchester Academic Health Sciences Centre (MAHSC), University of Manchester, Salford, UK
| | - Duncan Young
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, Oxford, UK
| | - Gordon L Carlson
- Infection, Injury and Inflammation Research Group, Salford Royal NHS Foundation Trust, Manchester Academic Health Sciences Centre (MAHSC), University of Manchester, Salford, UK
| | - Paul Dark
- Infection, Injury and Inflammation Research Group, Salford Royal NHS Foundation Trust, Manchester Academic Health Sciences Centre (MAHSC), University of Manchester, Salford, UK
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Molecular and Mass Spectrometry Detection and Identification of Causative Agents of Bloodstream Infections. Mol Microbiol 2016. [DOI: 10.1128/9781555819071.ch26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Morton B, Nagaraja S, Collins A, Pennington SH, Blakey JD. A Retrospective Evaluation of Critical Care Blood Culture Yield - Do Support Services Contribute to the "Weekend Effect"? PLoS One 2015; 10:e0141361. [PMID: 26492559 PMCID: PMC4619625 DOI: 10.1371/journal.pone.0141361] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 10/06/2015] [Indexed: 12/29/2022] Open
Abstract
Background The “weekend effect” describes an increase in adverse outcomes for patients admitted at the weekend. Critical care units have moved to higher intensity working patterns to address this with some improved outcomes. However, support services have persisted with traditional working patterns. Blood cultures are an essential diagnostic tool for patients with sepsis but yield is dependent on sampling technique and processing. We therefore used blood culture yield as a surrogate for the quality of support service provision. We hypothesized that blood culture yields would be lower over the weekend as a consequence of reduced support services. Methods We performed a retrospective observational study examining 1575 blood culture samples in a university hospital critical care unit over a one-year period. Results Patients with positive cultures had, on average, higher APACHE II scores (p = 0.015), longer durations of stay (p = 0.03), required more renal replacement therapy (p<0.001) and had higher mortality (p = 0.024). Blood culture yield decreased with repeated sampling with an increased proportion of contaminants. Blood cultures were 26.7% less likely to be positive if taken at the weekend (p = 0.0402). This effect size is the equivalent to the impact of sampling before and after antibiotic administration. Conclusions Our study demonstrates that blood culture yield is lower at the weekend. This is likely caused by delays or errors in incubation and processing, reflecting the reduced provision of support services at the weekend. Reorganization of services to address the “weekend effect” should acknowledge the interdependent nature of healthcare service delivery.
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Affiliation(s)
- Ben Morton
- Department of Clinical Sciences, Respiratory Infection Group, Liverpool School of Tropical Medicine, Liverpoool, United Kingdom
- Aintree University Hospitals NHS Foundation Trust, Liverpool, United Kingdom
- * E-mail:
| | - Shankara Nagaraja
- Aintree University Hospitals NHS Foundation Trust, Liverpool, United Kingdom
| | - Andrea Collins
- Department of Clinical Sciences, Respiratory Infection Group, Liverpool School of Tropical Medicine, Liverpoool, United Kingdom
- Royal Liverpool University Hospital, Liverpool, United Kingdom
| | - Shaun H. Pennington
- Department of Clinical Sciences, Respiratory Infection Group, Liverpool School of Tropical Medicine, Liverpoool, United Kingdom
| | - John D. Blakey
- Department of Clinical Sciences, Respiratory Infection Group, Liverpool School of Tropical Medicine, Liverpoool, United Kingdom
- Aintree University Hospitals NHS Foundation Trust, Liverpool, United Kingdom
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Sircar M, Ranjan P, Gupta R, Jha OK, Gupta A, Kaur R, Chavhan N, Singh M, Singh SK. Impact of bronchoalveolar lavage multiplex polymerase chain reaction on microbiological yield and therapeutic decisions in severe pneumonia in intensive care unit. J Crit Care 2015; 31:227-32. [PMID: 26611381 DOI: 10.1016/j.jcrc.2015.10.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 09/23/2015] [Accepted: 10/11/2015] [Indexed: 12/12/2022]
Abstract
PURPOSE The purpose of the study is to evaluate the impact of adding bronchoalveolar lavage multiplex polymerase chain reaction (M-PCR) to conventional cultures (CC) on microbiological yield and therapeutic decisions in adult intensive care unit patients with pneumonia and severe sepsis or septic shock. MATERIAL AND METHODS In this retrospective case-control study, bronchoalveolar lavage cultures were taken for control (58 patients, 58 admissions) and study arms (57 patients, 58 admissions). Bronchoalveolar lavage M-PCR was sent simultaneously for the latter. RESULTS A total of 267 microorganisms were identified (M-PCR alone, 211; CC alone, 15; both, 41) in the study arm vs 64 in controls. Concordance between M-PCR and culture was complete in 32 (55.17%), partial in 4 (6.9%), and discordant in 22 (37.93%) including 17 with positive M-PCR but negative CC. Time to antibiotic therapy modification was significantly less (P < .001) in M-PCR group compared to controls (32.40 ± 14.41 vs 41.74 ± 45.61 hours). There was no significant difference in index episode resolution (48.3% vs 50%; P = 1), intensive care unit mortality (57.4% vs 51.2%; P = .67), and hospital mortality (59.6% vs 61.5%; P = 1) in study and control arms, respectively, despite more septic shock patients in the study arm (89.7% vs 75.9%; P = .05). CONCLUSION Bronchoalveolar lavage M-PCR with culture leads to higher microbiological yield and earlier modification of antibiotics compared to conventional culture.
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Affiliation(s)
- Mrinal Sircar
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India.
| | - Prashant Ranjan
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India.
| | - Rajesh Gupta
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India.
| | - Onkar Kumar Jha
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India
| | - Amit Gupta
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India.
| | | | - Neela Chavhan
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India.
| | - Mukta Singh
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India.
| | - Sujeet Kumar Singh
- Department of Pulmonology and Critical Care Medicine, Fortis Hospital, Noida, Uttar Pradesh, India.
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Vardakas KZ, Anifantaki FI, Trigkidis KK, Falagas ME. Rapid molecular diagnostic tests in patients with bacteremia: evaluation of their impact on decision making and clinical outcomes. Eur J Clin Microbiol Infect Dis 2015; 34:2149-60. [PMID: 26329038 DOI: 10.1007/s10096-015-2466-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 07/29/2015] [Indexed: 02/04/2023]
Abstract
We performed a systematic review of the data regarding rapid diagnostic tests and their advantages or limitations on patients' clinical outcomes. The PubMed and Scopus databases were searched independently by two reviewers. Mortality was the primary outcome. Most studies compared rapid tests with blood cultures. Although not observed in all studies, only studies comparing rapid tests in conjunction with antimicrobial stewardship programs (ASPs) showed a mortality benefit. A reduction in hospital or intensive care unit (ICU) length of stay was also observed in almost all studies when the rapid tests, with or without ASPs, were used. Finally, treatment decisions were taken earlier in the rapid test groups. Despite a faster treatment decision, a clear mortality benefit was not seen when rapid tests were used. It is crucial to differentiate the influence of rapid tests from that of ASPs and clarify the actual effect of each factor separately.
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Affiliation(s)
- K Z Vardakas
- Alfa Institute of Biomedical Sciences (AIBS), 9 Neapoleos Street, 151 23, Marousi, Athens, Greece.,Department of Internal Medicine-Infectious Diseases, Iaso General Hospital, Athens, Greece
| | - F I Anifantaki
- Alfa Institute of Biomedical Sciences (AIBS), 9 Neapoleos Street, 151 23, Marousi, Athens, Greece
| | - K K Trigkidis
- Alfa Institute of Biomedical Sciences (AIBS), 9 Neapoleos Street, 151 23, Marousi, Athens, Greece
| | - M E Falagas
- Alfa Institute of Biomedical Sciences (AIBS), 9 Neapoleos Street, 151 23, Marousi, Athens, Greece. .,Department of Internal Medicine-Infectious Diseases, Iaso General Hospital, Athens, Greece. .,Department of Medicine, Tufts University School of Medicine, Boston, MA, USA.
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Kell D, Potgieter M, Pretorius E. Individuality, phenotypic differentiation, dormancy and 'persistence' in culturable bacterial systems: commonalities shared by environmental, laboratory, and clinical microbiology. F1000Res 2015; 4:179. [PMID: 26629334 PMCID: PMC4642849 DOI: 10.12688/f1000research.6709.2] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/04/2015] [Indexed: 01/28/2023] Open
Abstract
For bacteria, replication mainly involves growth by binary fission. However, in a very great many natural environments there are examples of phenotypically dormant, non-growing cells that do not replicate immediately and that are phenotypically 'nonculturable' on media that normally admit their growth. They thereby evade detection by conventional culture-based methods. Such dormant cells may also be observed in laboratory cultures and in clinical microbiology. They are usually more tolerant to stresses such as antibiotics, and in clinical microbiology they are typically referred to as 'persisters'. Bacterial cultures necessarily share a great deal of relatedness, and inclusive fitness theory implies that there are conceptual evolutionary advantages in trading a variation in growth rate against its mean, equivalent to hedging one's bets. There is much evidence that bacteria exploit this strategy widely. We here bring together data that show the commonality of these phenomena across environmental, laboratory and clinical microbiology. Considerable evidence, using methods similar to those common in environmental microbiology, now suggests that many supposedly non-communicable, chronic and inflammatory diseases are exacerbated (if not indeed largely caused) by the presence of dormant or persistent bacteria (the ability of whose components to cause inflammation is well known). This dormancy (and resuscitation therefrom) often reflects the extent of the availability of free iron. Together, these phenomena can provide a ready explanation for the continuing inflammation common to such chronic diseases and its correlation with iron dysregulation. This implies that measures designed to assess and to inhibit or remove such organisms (or their access to iron) might be of much therapeutic benefit.
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Affiliation(s)
- Douglas Kell
- School of Chemistry and The Manchester Institute of Biotechnology, The University of Manchester, Manchester, Lancashire, M1 7DN, UK
| | - Marnie Potgieter
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia, 0007, South Africa
| | - Etheresia Pretorius
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia, 0007, South Africa
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42
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Kell D, Potgieter M, Pretorius E. Individuality, phenotypic differentiation, dormancy and 'persistence' in culturable bacterial systems: commonalities shared by environmental, laboratory, and clinical microbiology. F1000Res 2015; 4:179. [PMID: 26629334 DOI: 10.12688/f1000research.6709.1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/29/2015] [Indexed: 01/28/2023] Open
Abstract
For bacteria, replication mainly involves growth by binary fission. However, in a very great many natural environments there are examples of phenotypically dormant, non-growing cells that do not replicate immediately and that are phenotypically 'nonculturable' on media that normally admit their growth. They thereby evade detection by conventional culture-based methods. Such dormant cells may also be observed in laboratory cultures and in clinical microbiology. They are usually more tolerant to stresses such as antibiotics, and in clinical microbiology they are typically referred to as 'persisters'. Bacterial cultures necessarily share a great deal of relatedness, and inclusive fitness theory implies that there are conceptual evolutionary advantages in trading a variation in growth rate against its mean, equivalent to hedging one's bets. There is much evidence that bacteria exploit this strategy widely. We here bring together data that show the commonality of these phenomena across environmental, laboratory and clinical microbiology. Considerable evidence, using methods similar to those common in environmental microbiology, now suggests that many supposedly non-communicable, chronic and inflammatory diseases are exacerbated (if not indeed largely caused) by the presence of dormant or persistent bacteria (the ability of whose components to cause inflammation is well known). This dormancy (and resuscitation therefrom) often reflects the extent of the availability of free iron. Together, these phenomena can provide a ready explanation for the continuing inflammation common to such chronic diseases and its correlation with iron dysregulation. This implies that measures designed to assess and to inhibit or remove such organisms (or their access to iron) might be of much therapeutic benefit.
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Affiliation(s)
- Douglas Kell
- School of Chemistry and The Manchester Institute of Biotechnology, The University of Manchester, Manchester, Lancashire, M1 7DN, UK
| | - Marnie Potgieter
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia, 0007, South Africa
| | - Etheresia Pretorius
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia, 0007, South Africa
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Bloos F. Clinical diagnosis of sepsis and the combined use of biomarkers and culture- and non-culture-based assays. Methods Mol Biol 2015; 1237:247-60. [PMID: 25319792 DOI: 10.1007/978-1-4939-1776-1_19] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Sepsis is among the most common causes of death in hospitalized patients, and early recognition followed by immediate initiation of therapy is an important concept to improve survival in these patients. According to the definition of sepsis, diagnosis of sepsis requires the recognition of the systemic inflammatory response syndrome (SIRS) caused by infection as well as recognition of possible infection-related organ dysfunctions for diagnosis of severe sepsis or septic shock. Both SIRS and organ dysfunctions may occur frequently in hospitalized patients for various reasons. However, the fast recognition of acute infection as a cause of SIRS and newly developed organ dysfunction may be a demanding task since culture-based results of microbiological samples will be available only days after onset of symptoms. Biomarkers and PCR-based pathogen detection may help the physician in differentiating SIRS from sepsis. Procalcitonin (PCT) is the best investigated biomarker for this purpose. Furthermore, the current data support the usage of PCT for guidance of antimicrobial therapy. C-reactive protein (CRP) may be used to monitor the course of infection but has only limited discriminative capabilities. Interleukin-6 is widely used for its fast response to the infectious stimulus, but conclusive data for the application of this biomarker are missing. None of the available biomarkers can by itself reliably differentiate SIRS from sepsis but can aid and shorten the decision process. PCR-based pathogen detection can theoretically shorten the recognition of the underlying pathogen to about 8 h. However, this technique is expensive and requires additional staff in the laboratory; controlled prospective studies are missing. Although current studies suggest that PCR-based pathogen detection may be useful to shorten time to adequate antimicrobial therapy and diagnose invasive Candida infections, no general recommendations about the application of PCR for the diagnosis of sepsis can be given.
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Affiliation(s)
- Frank Bloos
- Department of Anesthesiology and Intensive Care Medicine, University Hospital of Jena, Erlanger Allee 101, 07747, Jena, Germany,
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44
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Emerging technologies for the clinical microbiology laboratory. Clin Microbiol Rev 2015; 27:783-822. [PMID: 25278575 DOI: 10.1128/cmr.00003-14] [Citation(s) in RCA: 184] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
In this review we examine the literature related to emerging technologies that will help to reshape the clinical microbiology laboratory. These topics include nucleic acid amplification tests such as isothermal and point-of-care molecular diagnostics, multiplexed panels for syndromic diagnosis, digital PCR, next-generation sequencing, and automation of molecular tests. We also review matrix-assisted laser desorption ionization-time of flight (MALDI-TOF) and electrospray ionization (ESI) mass spectrometry methods and their role in identification of microorganisms. Lastly, we review the shift to liquid-based microbiology and the integration of partial and full laboratory automation that are beginning to impact the clinical microbiology laboratory.
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Cohen J, Vincent JL, Adhikari NKJ, Machado FR, Angus DC, Calandra T, Jaton K, Giulieri S, Delaloye J, Opal S, Tracey K, van der Poll T, Pelfrene E. Sepsis: a roadmap for future research. THE LANCET. INFECTIOUS DISEASES 2015; 15:581-614. [DOI: 10.1016/s1473-3099(15)70112-x] [Citation(s) in RCA: 658] [Impact Index Per Article: 65.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Clinical evaluation of commercial nucleic acid amplification tests in patients with suspected sepsis. BMC Infect Dis 2015; 15:199. [PMID: 25928122 PMCID: PMC4419503 DOI: 10.1186/s12879-015-0938-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Accepted: 04/22/2015] [Indexed: 12/15/2022] Open
Abstract
Background Sepsis is a serious medical condition requiring timely administered, appropriate antibiotic therapy. Blood culture is regarded as the gold standard for aetiological diagnosis of sepsis, but it suffers from low sensitivity and long turnaround time. Thus, nucleic acid amplification tests (NAATs) have emerged to shorten the time to identification of causative microbes. The aim of the present study was to evaluate the clinical utility in everyday practice in the emergency department of two commercial NAATs in patients suspected with sepsis. Methods During a six-week period, blood samples were collected consecutively from all adult patients admitted to the general emergency department for suspicion of a community-onset sepsis and treated with intravenous antibiotics. Along with conventional blood cultures, multiplex PCR (Magicplex™) was performed on whole blood specimens whereas portions from blood culture bottles were used for analysis by microarray-based assay (Prove-it™). The aetiological significance of identified organisms was determined by two infectious disease physicians based on clinical presentation and expected pathogenicity. Results Among 382 episodes of suspected sepsis, clinically relevant microbes were detected by blood culture in 42 episodes (11%), by multiplex PCR in 37 episodes (9.7%), and by microarray in 32 episodes (8.4%). Although moderate agreement with blood culture (kappa 0.50), the multiplex PCR added diagnostic value by timely detection of 15 clinically relevant findings in blood culture-negative specimens. Results of the microarray corresponded very well to those of blood culture (kappa 0.90), but were available just marginally prior to blood culture results. Conclusions The use of NAATs on whole blood specimens in adjunct to current culture-based methods provides a clinical add-on value by allowing for detection of organisms missed by blood culture. However, the aetiological significance of findings detected by NAATs should be interpreted with caution as the high analytical sensitivity may add findings that do not necessarily corroborate with the clinical diagnosis. Electronic supplementary material The online version of this article (doi:10.1186/s12879-015-0938-4) contains supplementary material, which is available to authorized users.
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Tafelski S, Nachtigall I, Adam T, Bereswill S, Faust J, Tamarkin A, Trefzer T, Deja M, Idelevich EA, Wernecke KD, Becker K, Spies C. Randomized controlled clinical trial evaluating multiplex polymerase chain reaction for pathogen identification and therapy adaptation in critical care patients with pulmonary or abdominal sepsis. J Int Med Res 2015; 43:364-77. [PMID: 25911587 DOI: 10.1177/0300060514561135] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2014] [Accepted: 10/29/2014] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVE To determine whether a multiplex polymerase chain reaction (PCR)-based test could reduce the time required for initial pathogen identification in patients in an intensive care unit (ICU) setting. METHODS This double-blind, parallel-group randomized controlled trial** enrolled adults with suspected pulmonary or abdominal sepsis caused by an unknown pathogen. Both the intervention and control groups underwent the standard blood culture (BC) testing, but additional pathogen identification, based on the results of a LightCycler® SeptiFast PCR test, were provided in the intervention group. RESULTS The study enrolled 37 patients in the control group and 41 in the intervention group. Baseline clinical and demographic characteristics were similar in both groups. The PCR-based test identified a pathogen in 10 out of 41 (24.4%) patients in the intervention group, with a mean duration from sampling to providing the information to the ICU of 15.9 h. In the control group, BC results were available after a significantly longer period (38.1 h). CONCLUSION The LightCycler® SeptiFast PCR test demonstrated a significant reduction in the time required for initial pathogen identification, compared with standard BC.
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Affiliation(s)
- Sascha Tafelski
- Department of Anaesthesiology and Intensive Care Medicine, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Irit Nachtigall
- Department of Anaesthesiology and Intensive Care Medicine, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Thomas Adam
- Institute for Microbiology and Hygiene Berlin, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Stefan Bereswill
- Institute for Microbiology and Hygiene Berlin, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Jana Faust
- Department of Anaesthesiology and Intensive Care Medicine, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Andrey Tamarkin
- Department of Anaesthesiology and Intensive Care Medicine, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Tanja Trefzer
- Department of Anaesthesiology and Intensive Care Medicine, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Maria Deja
- Department of Anaesthesiology and Intensive Care Medicine, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Evgeny A Idelevich
- Institute of Medical Microbiology, University Hospital Münster, Münster, Germany
| | - Klaus-Dieter Wernecke
- Institute of Medical Biometry, Charité-Universitaetsmedizin Berlin, Berlin, Germany SOSTANA GmbH, Berlin, Germany
| | - Karsten Becker
- Institute of Medical Microbiology, University Hospital Münster, Münster, Germany
| | - Claudia Spies
- Department of Anaesthesiology and Intensive Care Medicine, Charité-Universitaetsmedizin Berlin, Berlin, Germany
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Dix A, Hünniger K, Weber M, Guthke R, Kurzai O, Linde J. Biomarker-based classification of bacterial and fungal whole-blood infections in a genome-wide expression study. Front Microbiol 2015; 6:171. [PMID: 25814982 PMCID: PMC4356159 DOI: 10.3389/fmicb.2015.00171] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Accepted: 02/15/2015] [Indexed: 01/11/2023] Open
Abstract
Sepsis is a clinical syndrome that can be caused by bacteria or fungi. Early knowledge on the nature of the causative agent is a prerequisite for targeted anti-microbial therapy. Besides currently used detection methods like blood culture and PCR-based assays, the analysis of the transcriptional response of the host to infecting organisms holds great promise. In this study, we aim to examine the transcriptional footprint of infections caused by the bacterial pathogens Staphylococcus aureus and Escherichia coli and the fungal pathogens Candida albicans and Aspergillus fumigatus in a human whole-blood model. Moreover, we use the expression information to build a random forest classifier to classify if a sample contains a bacterial, fungal, or mock-infection. After normalizing the transcription intensities using stably expressed reference genes, we filtered the gene set for biomarkers of bacterial or fungal blood infections. This selection is based on differential expression and an additional gene relevance measure. In this way, we identified 38 biomarker genes, including IL6, SOCS3, and IRG1 which were already associated to sepsis by other studies. Using these genes, we trained the classifier and assessed its performance. It yielded a 96% accuracy (sensitivities >93%, specificities >97%) for a 10-fold stratified cross-validation and a 92% accuracy (sensitivities and specificities >83%) for an additional test dataset comprising Cryptococcus neoformans infections. Furthermore, the classifier is robust to Gaussian noise, indicating correct class predictions on datasets of new species. In conclusion, this genome-wide approach demonstrates an effective feature selection process in combination with the construction of a well-performing classification model. Further analyses of genes with pathogen-dependent expression patterns can provide insights into the systemic host responses, which may lead to new anti-microbial therapeutic advances.
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Affiliation(s)
- Andreas Dix
- Systems Biology/Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology - Hans-Knöll-Institute Jena, Germany
| | - Kerstin Hünniger
- Septomics Research Centre, Friedrich Schiller University and Leibniz Institute for Natural Product Research and Infection Biology - Hans-Knöll-Institute Jena, Germany
| | - Michael Weber
- Septomics Research Centre, Friedrich Schiller University and Leibniz Institute for Natural Product Research and Infection Biology - Hans-Knöll-Institute Jena, Germany
| | - Reinhard Guthke
- Systems Biology/Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology - Hans-Knöll-Institute Jena, Germany
| | - Oliver Kurzai
- Septomics Research Centre, Friedrich Schiller University and Leibniz Institute for Natural Product Research and Infection Biology - Hans-Knöll-Institute Jena, Germany
| | - Jörg Linde
- Systems Biology/Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology - Hans-Knöll-Institute Jena, Germany
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Opota O, Jaton K, Greub G. Microbial diagnosis of bloodstream infection: towards molecular diagnosis directly from blood. Clin Microbiol Infect 2015; 21:323-31. [PMID: 25686695 DOI: 10.1016/j.cmi.2015.02.005] [Citation(s) in RCA: 168] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2014] [Revised: 02/01/2015] [Accepted: 02/04/2015] [Indexed: 11/19/2022]
Abstract
When a bloodstream infection (BSI) is suspected, most of the laboratory results-biochemical and haematologic-are available within the first hours after hospital admission of the patient. This is not the case for diagnostic microbiology, which generally takes a longer time because blood culture, which is to date the reference standard for the documentation of the BSI microbial agents, relies on bacterial or fungal growth. The microbial diagnosis of BSI directly from blood has been proposed to speed the determination of the etiological agent but was limited by the very low number of circulating microbes during these paucibacterial infections. Thanks to recent advances in molecular biology, including the improvement of nucleic acid extraction and amplification, several PCR-based methods for the diagnosis of BSI directly from whole blood have emerged. In the present review, we discuss the advantages and limitations of these new molecular approaches, which at best complement the culture-based diagnosis of BSI.
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Affiliation(s)
- O Opota
- Institute of Microbiology, University of Lausanne and University Hospital Center, Lausanne, Switzerland
| | - K Jaton
- Institute of Microbiology, University of Lausanne and University Hospital Center, Lausanne, Switzerland
| | - G Greub
- Institute of Microbiology, University of Lausanne and University Hospital Center, Lausanne, Switzerland; Infectious Diseases Service, University of Lausanne and University Hospital Center, Lausanne, Switzerland.
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Impact of multiplex PCR on antimicrobial treatment in febrile neutropenia: a randomized controlled study. Med Microbiol Immunol 2015; 204:585-92. [PMID: 25573349 DOI: 10.1007/s00430-014-0385-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 12/30/2014] [Indexed: 10/24/2022]
Abstract
Multiplex PCR (mPCR) directly from blood has been suggested as a promising method for rapid identification of pathogens causing sepsis. This study aimed to investigate whether mPCR has any impact on antimicrobial treatment. Hematological patients with febrile neutropenia were randomized into two groups. In the study group, mPCR was performed as an addition to standard diagnostics, and PCR finding was immediately communicated to the clinicians, thus being available for decision making. In the control group, clinicians were not aware of PCR result. PCR samples were collected simultaneously with clinically indicated blood culture specimens from peripheral vein and/or central venous catheter at fever onset and once again if fever persisted up to 72 h. Overall, 74 patients of the study group and 76 patients of the control group were enrolled and 253 samples collected. Therapy was changed to targeted antimicrobial therapy (AMT) in 12 patients (16.2%) in the study group and in 12 patients (15.8%) in the control group. For patients with changes, the median time to change to the targeted AMT was 21.4 h in the study group and 47.5 h in the control group (p = 0.018). In the study group, 57.1% (8/14) of changes to targeted AMT was due to PCR finding. PCR led to AMT change in 9.5% (7/74) of study group patients, i.e., in 33.3% (7/21) of patients who had positive PCR finding. There were no significant differences in patient outcomes (secondary endpoints). In conclusion, PCR method accelerates change to the targeted AMT in febrile neutropenic patients.
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