301
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Abstract
CD63 is one of the tetraspanin protein family members that is ubiquitously expressed on exosomes and is involved in the signal transduction of various types of immune cells. It may thus contribute to immunometabolic mechanisms of cellular and organ dysfunction in sepsis. Nonetheless, the association of exosomal CD63 with the severity and mortality of sepsis is not well known. Therefore, in the present study, the overall levels of exosomal CD63 were evaluated to ascertain whether they were associated with organ failure and mortality in patients with sepsis. Exosomal CD63 was measured from prospectively enrolled critically-ill patients with sepsis (n = 217) and healthy control (n = 20). To detect and quantify exosomes in plasma, a commercially available enzyme-linked immunosorbent assay kit was used according to the manufacturer's protocol. The total number of exosomal CD63 was determined by quantifying the immunoreactive CD63. The association between plasma levels of exosomal CD63 and sequential organ failure assessment (SOFA) score was assessed by a linear regression method. The best cut-off level of exosomal CD63 for 28-day mortality prediction was determined by Youden's index. Among 217 patients with sepsis, 143 (66%) patients were diagnosed with septic shock. Trends of increased exosomal CD63 levels were observed in control, sepsis, and septic-shock groups (6.6 µg/mL vs. 42 µg/mL vs. 90 µg/mL, p < 0.001). A positive correlation between exosomal CD63 and SOFA scores was observed in patients with sepsis (r value = 0.35). When patients were divided into two groups according to the best cut-off level, the group with higher exosomal CD63 levels (more than 126 µg/mL) was significantly associated with 28-day and in-hospital mortality. Moreover, the Kaplan-Meier survival method showed a significant difference in 90-day survival between patients with high- and low-exosomal CD63 levels (log-rank p = 0.005). Elevated levels of exosomal CD63 were associated with the severity of organ failure and predictive of mortality in critically ill patients with sepsis.
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302
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Wang C, Liang G, Shen J, Kong H, Wu D, Huang J, Li X. Long Non-Coding RNAs as Biomarkers and Therapeutic Targets in Sepsis. Front Immunol 2021; 12:722004. [PMID: 34630395 PMCID: PMC8492911 DOI: 10.3389/fimmu.2021.722004] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 08/18/2021] [Indexed: 12/14/2022] Open
Abstract
Sepsis, an infection-induced systemic inflammatory disorder, is often accompanied by multiple organ dysfunction syndromes with high incidence and mortality rates, and those who survive are often left with long-term sequelae, bringing great burden to social economy. Therefore, novel approaches to solve this puzzle are urgently needed. Previous studies revealed that long non-coding RNAs (lncRNAs) have exerted significant influences on the process of sepsis. The aim of this review is to summarize our understanding of lncRNAs as potential sepsis-related diagnostic markers and therapeutic targets, and provide new insights into the diagnosis and treatment for sepsis. In this study, we also introduced the current diagnostic markers of sepsis and discussed their limitations, while review the research advances in lncRNAs as promising biomarkers for diagnosis and prognosis of sepsis. Furthermore, the roles of lncRNAs in sepsis-induced organ dysfunction were illustrated in terms of different organ systems. Nevertheless, further studies should be carried out to elucidate underlying molecular mechanisms and pathological process of sepsis.
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Affiliation(s)
- Chuqiao Wang
- The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People's Hospital, State Key Laboratory of Respiratory Disease, Sino-French Hoffmann Institute, School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, China.,Nanshan School, Guangzhou Medical University, Guangzhou, China
| | - Guorui Liang
- Nanshan School, Guangzhou Medical University, Guangzhou, China
| | - Jieni Shen
- Nanshan School, Guangzhou Medical University, Guangzhou, China
| | - Haifan Kong
- Nanshan School, Guangzhou Medical University, Guangzhou, China
| | - Donghong Wu
- Nanshan School, Guangzhou Medical University, Guangzhou, China
| | - Jinxiang Huang
- The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People's Hospital, State Key Laboratory of Respiratory Disease, Sino-French Hoffmann Institute, School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, China
| | - Xuefeng Li
- The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People's Hospital, State Key Laboratory of Respiratory Disease, Sino-French Hoffmann Institute, School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, China.,Shenzhen Luohu People's Hospital, The Third Affiliated Hospital of Shenzhen University, Shenzhen, China
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303
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Vincent JL, Ince C, Pickkers P. Endothelial dysfunction: a therapeutic target in bacterial sepsis? Expert Opin Ther Targets 2021; 25:733-748. [PMID: 34602020 DOI: 10.1080/14728222.2021.1988928] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Endothelial cells maintain vascular integrity, tone, and patency and have important roles in hemostasis and inflammatory responses. Although some degree of endothelial dysfunction with increased vascular permeability may be necessary to control local infection, excessive dysfunction plays a central role in the pathogenesis of sepsis-related organ dysfunction and failure as it results in dysregulated inflammation, vascular leakage, and abnormal coagulation. The vascular endothelium has thus been proposed as a potential target for therapeutic intervention in patients with sepsis. AREAS COVERED Different mechanisms underlying sepsis-related dysfunction of the vascular endothelium are discussed, including glycocalyx shedding, nitrosative stress, and coagulation factors. Potential therapeutic implications of each mechanism are mentioned. EXPERT OPINION Multiple targets to protect or restore endothelial function have been suggested, but endothelium-driven treatments remain a future potential at present. As some endothelial dysfunction and permeability may be necessary to remove infection and repair damaged tissue, targeting the endothelium may be a particular challenge. Ideally, therapies should be guided by biomarkers related to that specific pathway to ensure they are given only to patients most likely to respond. This enrichment based on biological plausibility and theragnostics will increase the likelihood of a beneficial response in individual patients and enable more personalized treatment.
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Affiliation(s)
- Jean-Louis Vincent
- Dept of Intensive Care, Erasme Hospital, Université Libre De Bruxelles, Brussels, Belgium
| | - Can Ince
- Department of Intensive Care, Laboratory of Translational Intensive Care, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Peter Pickkers
- Dept of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
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304
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Dellinger RP, Levy MM, Schorr CA, Townsend SR. 50 Years of Sepsis Investigation/Enlightenment Among Adults-The Long and Winding Road. Crit Care Med 2021; 49:1606-1625. [PMID: 34342304 DOI: 10.1097/ccm.0000000000005203] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- R Phillip Dellinger
- Cooper Medical School of Rowan University and Cooper University Health, Camden, NJ
| | | | - Christa A Schorr
- Cooper Medical School of Rowan University and Cooper University Health, Camden, NJ
| | - Sean R Townsend
- University of California Pacific Medical Center, (Sutter Health), San Francisco, CA
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305
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Persson I, Östling A, Arlbrandt M, Söderberg J, Becedas D. A Machine Learning Sepsis Prediction Algorithm for Intended Intensive Care Unit Use (NAVOY Sepsis): Proof-of-Concept Study. JMIR Form Res 2021; 5:e28000. [PMID: 34591016 PMCID: PMC8517825 DOI: 10.2196/28000] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 05/06/2021] [Accepted: 08/01/2021] [Indexed: 12/29/2022] Open
Abstract
Background Despite decades of research, sepsis remains a leading cause of mortality and morbidity in intensive care units worldwide. The key to effective management and patient outcome is early detection, for which no prospectively validated machine learning prediction algorithm is currently available for clinical use in Europe. Objective We aimed to develop a high-performance machine learning sepsis prediction algorithm based on routinely collected intensive care unit data, designed to be implemented in European intensive care units. Methods The machine learning algorithm was developed using convolutional neural networks, based on Massachusetts Institute of Technology Lab for Computational Physiology MIMIC-III clinical data from intensive care unit patients aged 18 years or older. The model uses 20 variables to produce hourly predictions of onset of sepsis, defined by international Sepsis-3 criteria. Predictive performance was externally validated using hold-out test data. Results The algorithm—NAVOY Sepsis—uses 4 hours of input and can identify patients with high risk of developing sepsis, with high performance (area under the receiver operating characteristics curve 0.90; area under the precision-recall curve 0.62) for predictions up to 3 hours before sepsis onset. Conclusions The prediction performance of NAVOY Sepsis was superior to that of existing sepsis early warning scoring systems and comparable with those of other prediction algorithms designed to predict sepsis onset. The algorithm has excellent predictive properties and uses variables that are routinely collected in intensive care units.
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Affiliation(s)
- Inger Persson
- Department of Statistics, Uppsala University, Uppsala, Sweden.,AlgoDx AB, Stockholm, Sweden
| | - Andreas Östling
- Department of Statistics, Uppsala University, Uppsala, Sweden
| | - Martin Arlbrandt
- Department of Anaesthesiology and Intensive Care, Södersjukhuset, Stockholm, Sweden
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306
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Qiu X, Li J, Bonenfant J, Jaroszewski L, Mittal A, Klein W, Godzik A, Nair MG. Dynamic changes in human single-cell transcriptional signatures during fatal sepsis. J Leukoc Biol 2021; 110:1253-1268. [PMID: 34558746 DOI: 10.1002/jlb.5ma0721-825r] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 07/30/2021] [Accepted: 09/03/2021] [Indexed: 12/11/2022] Open
Abstract
Systemic infections, especially in patients with chronic diseases, may result in sepsis: an explosive, uncoordinated immune response that can lead to multisystem organ failure with a high mortality rate. Patients with similar clinical phenotypes or sepsis biomarker expression upon diagnosis may have different outcomes, suggesting that the dynamics of sepsis is critical in disease progression. A within-subject study of patients with Gram-negative bacterial sepsis with surviving and fatal outcomes was designed and single-cell transcriptomic analyses of peripheral blood mononuclear cells (PBMC) collected during the critical period between sepsis diagnosis and 6 h were performed. The single-cell observations in the study are consistent with trends from public datasets but also identify dynamic effects in individual cell subsets that change within hours. It is shown that platelet and erythroid precursor responses are drivers of fatal sepsis, with transcriptional signatures that are shared with severe COVID-19 disease. It is also shown that hypoxic stress is a driving factor in immune and metabolic dysfunction of monocytes and erythroid precursors. Last, the data support CD52 as a prognostic biomarker and therapeutic target for sepsis as its expression dynamically increases in lymphocytes and correlates with improved sepsis outcomes. In conclusion, this study describes the first single-cell study that analyzed short-term temporal changes in the immune cell populations and their characteristics in surviving or fatal sepsis. Tracking temporal expression changes in specific cell types could lead to more accurate predictions of sepsis outcomes and identify molecular biomarkers and pathways that could be therapeutically controlled to improve the sepsis trajectory toward better outcomes.
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Affiliation(s)
- Xinru Qiu
- Graduate Program in Genetics, Genomics and Bioinformatics, University of California Riverside, Riverside, California, USA
| | - Jiang Li
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, Riverside, California, USA
| | - Jeff Bonenfant
- Division of Pulmonary and Critical Care, Riverside University Health System Medical Center, Riverside, California, USA.,Department of Internal Medicine, Division of Pulmonary and Critical Care, Loma Linda University, Loma Linda, California, USA
| | - Lukasz Jaroszewski
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, Riverside, California, USA
| | - Aarti Mittal
- Division of Pulmonary and Critical Care, Riverside University Health System Medical Center, Riverside, California, USA
| | - Walter Klein
- Division of Pulmonary and Critical Care, Riverside University Health System Medical Center, Riverside, California, USA
| | - Adam Godzik
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, Riverside, California, USA
| | - Meera G Nair
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, Riverside, California, USA
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307
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Póvoa P, Coelho L. Which Biomarkers Can Be Used as Diagnostic Tools for Infection in Suspected Sepsis? Semin Respir Crit Care Med 2021; 42:662-671. [PMID: 34544183 DOI: 10.1055/s-0041-1735148] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The diagnosis of infection in patients with suspected sepsis is frequently difficult to achieve with a reasonable degree of certainty. Currently, the diagnosis of infection still relies on a combination of systemic manifestations, manifestations of organ dysfunction, and microbiological documentation. In addition, the microbiologic confirmation of infection is obtained only after 2 to 3 days of empiric antibiotic therapy. These criteria are far from perfect being at least in part responsible for the overuse and misuse of antibiotics, in the community and in hospital, and probably the main drive for antibiotic resistance. Biomarkers have been studied and used in several clinical settings as surrogate markers of infection to improve their diagnostic accuracy as well as in the assessment of response to antibiotics and in antibiotic stewardship programs. The aim of this review is to provide a clear overview of the current evidence of usefulness of biomarkers in several clinical scenarios, namely, to diagnose infection to prescribe antibiotics, to exclude infection to withhold antibiotics, and to identify the causative pathogen to target antimicrobial treatment. In recent years, new evidence with "old" biomarkers, like C-reactive protein and procalcitonin, as well as new biomarkers and molecular tests, as breathomics or bacterial DNA identification by polymerase chain reaction, increased markedly in different areas adding useful information for clinical decision making at the bedside when adequately used. The recent evidence shows that the information given by biomarkers can support the suspicion of infection and pathogen identification but also, and not less important, can exclude its diagnosis. Although the ideal biomarker has not yet been found, there are various promising biomarkers that represent true evolutions in the diagnosis of infection in patients with suspected sepsis.
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Affiliation(s)
- Pedro Póvoa
- Polyvalent Intensive Care Unit, Sao Francisco Xavier Hospital, CHLO, Lisbon, Portugal.,Nova Medical School, Clinical Medicine, CHRC, New University of Lisbon, Lisbon, Portugal.,Center for Clinical Epidemiology and Research Unit of Clinical Epidemiology, OUH Odense University Hospital, Odense, Denmark
| | - Luis Coelho
- Polyvalent Intensive Care Unit, Sao Francisco Xavier Hospital, CHLO, Lisbon, Portugal.,Nova Medical School, Clinical Medicine, CHRC, New University of Lisbon, Lisbon, Portugal
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308
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Catenacci V, Sheikh F, Patel K, Fox-Robichaud A. Diagnostic and prognostic accuracy of Protein C in adult patients with sepsis: protocol for a systematic review and meta-analysis. BMJ Open 2021; 11:e050754. [PMID: 34497083 PMCID: PMC8438940 DOI: 10.1136/bmjopen-2021-050754] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Sepsis is a dysregulated host response to infection characterised by activation of proinflammatory and procoagulant mechanisms. Protein C (PC)'s activity as an anticoagulant and antiinflammatory molecule makes it an appealing target for sepsis biomarker studies. To date, there has been no systematic review of PC as a sepsis biomarker. OBJECTIVES To evaluate the diagnostic accuracy and prognostic strength of PC as a biomarker for adult sepsis. METHODS AND ANALYSIS Medline, Embase, Cochrane Library, PubMed and Cumulative Index to Nursing and Allied Health Literature (CINAHL) will be searched from inception through 20 January 2021 for prospective observational studies that evaluate the use of PC as a diagnostic or prognostic biomarker for adult sepsis. Title and abstract screening, full-text screening and data extraction will be conducted in duplicate. Risk of bias will be assessed using the Quality Assessment of Diagnostic Accuracy Studies and Quality in Prognostic Studies tools. If sufficient data are available, a meta-analysis will be conducted. The standardised mean difference and 95% CI will be calculated for prognostic and diagnostic studies. If possible, a hierarchical summary receiver operator characteristic curve will be generated to assess overall prognostic and diagnostic biomarker accuracy. I2 statistics will be used to assess heterogeneity. Sensitivity analysis will be performed by removing studies with a high risk of bias and re-examining the meta-analysis results. ETHICS AND DISSEMINATION Given this is a systematic review and meta-analysis, there is no requirement for ethics approval. Findings will be disseminated through a peer-reviewed publication and social media. PROSPERO REGISTRATION NUMBER CRD42021229786.
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Affiliation(s)
- Vanessa Catenacci
- Biochemistry, McMaster University Faculty of Science, Hamilton, Canada
| | - Fatima Sheikh
- Department of Health Research Methods Evidence and Impact, McMaster University Faculty of Health Sciences, Hamilton, Canada
| | - Kush Patel
- Biochemistry and Biomedical Sciences, McMaster University Faculty of Health Sciences, Hamilton, Canada
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309
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Niederman MS, Baron RM, Bouadma L, Calandra T, Daneman N, DeWaele J, Kollef MH, Lipman J, Nair GB. Initial antimicrobial management of sepsis. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2021; 25:307. [PMID: 34446092 PMCID: PMC8390082 DOI: 10.1186/s13054-021-03736-w] [Citation(s) in RCA: 96] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 08/18/2021] [Indexed: 02/08/2023]
Abstract
Sepsis is a common consequence of infection, associated with a mortality rate > 25%. Although community-acquired sepsis is more common, hospital-acquired infection is more lethal. The most common site of infection is the lung, followed by abdominal infection, catheter-associated blood steam infection and urinary tract infection. Gram-negative sepsis is more common than gram-positive infection, but sepsis can also be due to fungal and viral pathogens. To reduce mortality, it is necessary to give immediate, empiric, broad-spectrum therapy to those with severe sepsis and/or shock, but this approach can drive antimicrobial overuse and resistance and should be accompanied by a commitment to de-escalation and antimicrobial stewardship. Biomarkers such a procalcitonin can provide decision support for antibiotic use, and may identify patients with a low likelihood of infection, and in some settings, can guide duration of antibiotic therapy. Sepsis can involve drug-resistant pathogens, and this often necessitates consideration of newer antimicrobial agents.
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Affiliation(s)
- Michael S Niederman
- Pulmonary and Critical Care Medicine, New York Presbyterian/Weill Cornell Medical Center, 425 East 61st St, New York, NY, 10065, USA.
| | - Rebecca M Baron
- Harvard Medical School; Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA
| | - Lila Bouadma
- AP-HP, Bichat Claude Bernard, Medical and Infectious Diseas ICU, University of Paris, Paris, France
| | - Thierry Calandra
- Infectious Diseases Service, Department of Medicine, Lusanne University Hospital, University of Lusanne, Lusanne, Switzerland
| | - Nick Daneman
- Division of Infectious Diseases, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
| | - Jan DeWaele
- Department of Critical Care Medicine, Surgical Intensive Care Unit, Ghent University, Ghent, Belgium
| | - Marin H Kollef
- Division of Pulmonary and Critical Care Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Jeffrey Lipman
- Royal Brisbane and Women's Hospital and Jamieson Trauma Institute, The University of Queensland, Brisbane, Australia.,Nimes University Hospital, University of Montpelier, Nimes, France
| | - Girish B Nair
- Oakland University William Beaumont School of Medicine, Royal Oak, MI, USA
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310
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Sebastian A, Sanju S, Jain P, Priya VV, Varma PK, Mony U. Non-classical monocytes and its potential in diagnosing sepsis post cardiac surgery. Int Immunopharmacol 2021; 99:108037. [PMID: 34426113 DOI: 10.1016/j.intimp.2021.108037] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 07/16/2021] [Accepted: 07/29/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Sepsis is caused by a dysregulation of immune response to infection that results in very high mortality. Current laboratory tests and clinical criteria are inadequate to diagnose sepsis due to limited sensitivity and specificity. Circulating monocytes are important players in immune homeostasis and their altered HLA-DR expression indicate immune dysregulation. HLA-DR is an MHC Class II cell-surface receptor that can present foreign antigens to helper T cells and mount an inflammatory response. Therefore, we analyzed the variations in HLA-DR expression and the concentration of monocyte subsets for diagnosing post-surgical sepsis. METHODS In this double-blinded prospective cohort study, we adopted immunophenotyping and quantification of antigen expression by flowcytometry to detect the changes in circulating monocyte subsets in patients undergoing cardiac surgery. Statistical analysis was performed to identify significant changes and based on the predictive potential of measured variables ROC curve analysis was done. ROC curve permitted the choice of appropriate cut-off values using which a diagnostic protocol was developed. RESULTS We observed that the monocyte subset concentrations in circulation varied differently after surgery. There was a significant downregulation of monocytic HLA-DR on both intermediate (p = 0.0477) and non-classical monocytes (p = 0.0333) at 48 h post-surgery. The monocyte subset analysis clearly showed that the patients with reduced pre-surgical non-classical monocyte count (p = 0.0430) coupled with post-surgical down-regulation of HLA-DR expression on the same subset had a higher incidence of developing sepsis after cardiac surgery. CONCLUSIONS Here we are reporting for the first time, the significant influence of non-classical monocytes in inducing dysregulated host response and sepsis after cardiac surgery. Using multiple biomarkers associated with this monocyte subset, we established an algorithm for the diagnosis of sepsis at 48 h post cardiac surgery with 100% sensitivity and 69.23% specificity.
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Affiliation(s)
- Agnes Sebastian
- Centre for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi 682041, Kerala, India
| | - S Sanju
- Centre for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi 682041, Kerala, India
| | | | - Veeraraghavan Vishnu Priya
- Department of Biochemistry, Saveetha Dental College, Saveetha Institute of Medical & Technical Sciences, Saveetha University, Chennai 600077, Tamil Nadu, India
| | - Praveen Kerala Varma
- Department of Cardiovascular and Thoracic Surgery, Amrita Institute of Medical Sciences and Research Center, Amrita Vishwa Vidyapeetham, Kochi 682041, Kerala, India
| | - Ullas Mony
- Centre for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi 682041, Kerala, India; Department of Biochemistry, Centre of Molecular Medicine and Diagnostics (COMManD), Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai 600077, India..
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311
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Abstract
PURPOSE OF REVIEW Biomarkers, mainly procalcitonin, are commonly used in sepsis diagnosis, prognosis and treatment follow-up. This review summarizes the potential benefit of their use for the critically ill. RECENT FINDINGS Increased clinical evidence from randomized clinical trials of biomarker-guided treatment suggests a trend for appropriate but short antimicrobial treatment for the critically ill. Procalcitonin (PCT) is the most studied biomarker; in the majority of randomized clinical trials, the use of a stopping rule of antibiotics on the day when PCT is below 80% from baseline or less than 0.5 ng/ml was proven effective to reduce length of antimicrobial treatment, antibiotic-associated adverse events and infectious complications like infections by multidrug-resistant organisms and Clostridium difficile. Survival benefit was also noted. SUMMARY Biomarkers, mainly PCT, may help improve sepsis outcome by restriction of injudicious antimicrobial use.
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312
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Dixon RV, Skaria E, Lau WM, Manning P, Birch-Machin MA, Moghimi SM, Ng KW. Microneedle-based devices for point-of-care infectious disease diagnostics. Acta Pharm Sin B 2021; 11:2344-2361. [PMID: 34150486 PMCID: PMC8206489 DOI: 10.1016/j.apsb.2021.02.010] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 11/25/2020] [Accepted: 01/28/2021] [Indexed: 02/08/2023] Open
Abstract
Recent infectious disease outbreaks, such as COVID-19 and Ebola, have highlighted the need for rapid and accurate diagnosis to initiate treatment and curb transmission. Successful diagnostic strategies critically depend on the efficiency of biological sampling and timely analysis. However, current diagnostic techniques are invasive/intrusive and present a severe bottleneck by requiring specialist equipment and trained personnel. Moreover, centralised test facilities are poorly accessible and the requirement to travel may increase disease transmission. Self-administrable, point-of-care (PoC) microneedle diagnostic devices could provide a viable solution to these problems. These miniature needle arrays can detect biomarkers in/from the skin in a minimally invasive manner to provide (near-) real-time diagnosis. Few microneedle devices have been developed specifically for infectious disease diagnosis, though similar technologies are well established in other fields and generally adaptable for infectious disease diagnosis. These include microneedles for biofluid extraction, microneedle sensors and analyte-capturing microneedles, or combinations thereof. Analyte sampling/detection from both blood and dermal interstitial fluid is possible. These technologies are in their early stages of development for infectious disease diagnostics, and there is a vast scope for further development. In this review, we discuss the utility and future outlook of these microneedle technologies in infectious disease diagnosis.
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Key Words
- AC, alternating current
- APCs, antigen-presenting cells
- ASSURED, affordable, sensitive, specific, user-friendly, rapid and robust, equipment-free and deliverable to end-users
- Biomarker detection
- Biosensor
- CMOS, complementary metal-oxide semiconductor
- COVID, coronavirus disease
- COVID-19
- CSF, cerebrospinal fluid
- CT, computerised tomography
- CV, cyclic voltammetry
- DC, direct current
- DNA, deoxyribonucleic acid
- DPV, differential pulse voltammetry
- EBV, Epstein–Barr virus
- EDC/NHS, 1-ethyl-3-(3-dimethylaminoproply) carbodiimide/N-hydroxysuccinimide
- ELISA, enzyme-linked immunosorbent assay
- GOx, glucose oxidase
- HIV, human immunodeficiency virus
- HPLC, high performance liquid chromatography
- HRP, horseradish peroxidase
- IP, iontophoresis
- ISF, interstitial fluid
- IgG, immunoglobulin G
- Infectious disease
- JEV, Japanese encephalitis virus
- MN, microneedle
- Microneedle
- NA, nucleic acid
- OBMT, one-touch-activated blood multidiagnostic tool
- OPD, o-phenylenediamine
- PCB, printed circuit board
- PCR, polymerase chain reaction
- PDMS, polydimethylsiloxane
- PEDOT, poly(3,4-ethylenedioxythiophene)
- PNA, peptide nucleic acid
- PP, polyphenol
- PPD, poly(o-phenylenediamine)
- PoC, point-of-care
- Point-of-care diagnostics (PoC)
- SALT, skin-associated lymphoid tissue
- SAM, self-assembled monolayer
- SEM, scanning electron microscope
- SERS, surface-enhanced Raman spectroscopy
- SWV, square wave voltammetry
- Skin
- TB, tuberculosis
- UV, ultraviolet
- VEGF, vascular endothelial growth factor
- WHO, World Health Organisation
- cfDNA, cell-free deoxyribonucleic acid
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Affiliation(s)
- Rachael V. Dixon
- School of Pharmacy, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE1 7RU, UK
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE2 4HH, UK
| | - Eldhose Skaria
- Wellcome Trust Centre for Cell-Matrix Research, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PT, UK
| | - Wing Man Lau
- School of Pharmacy, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE1 7RU, UK
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE2 4HH, UK
| | - Philip Manning
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE2 4HH, UK
| | - Mark A. Birch-Machin
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE2 4HH, UK
| | - S. Moein Moghimi
- School of Pharmacy, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE1 7RU, UK
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE2 4HH, UK
| | - Keng Wooi Ng
- School of Pharmacy, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE1 7RU, UK
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne NE2 4HH, UK
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313
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Vujaklija Brajković A, Košuta I, Tomek D, Rora M, Babel J, Rogić D, Lončar Vrančić A, Radonić R. Utility of procalcitonin in a medical intensive care unit in Croatia. Wien Klin Wochenschr 2021; 133:832-839. [PMID: 33025258 PMCID: PMC7538271 DOI: 10.1007/s00508-020-01747-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Accepted: 09/07/2020] [Indexed: 11/29/2022]
Abstract
AIMS To investigate the clinical benefit of routine procalcitonin (PCT) measurement in the medical intensive care unit (ICU) of a tertiary referral hospital. METHODS Adult patients with suspected infections were included. White blood cells, C‑reactive protein (CRP), and PCT were measured. RESULTS In this study 129 patients of median age 64 years (interquartile range 39-89 years) were prospectively included. The Acute Physiology And Chronic Health Evaluation II (APACHE II) and Sequential Organ Failure Assessment (SOFA) scores were 21 ± 14 and 7 ± 6, respectively. Intensive care unit (ICU) mortality was 22.5%. Immunocompromised patients constituted 39.5%. A significant correlation was observed between PCT and APACHE II (Spearman's rho 0.461, p < 0.01), PCT and SOFA (Spearman's rho 0.494, p < 0.01) and PCT and CRP (Spearman's rho 0.403, p < 0.01). Most patients (n = 83, 64.3%) received antibiotics before admission. No difference in PCT (1.56 ± 8 µg/L vs. 1.44 ± 13 µg/L, p = 0.6) was observed with respect to previous antibiotic therapy. Levels of PCT and CRP were significantly increased in patients with positive blood cultures, the infection caused by Gram-negative microorganism regardless of disease severity and pneumonia with complications. PCT did not differ among patients with positive vs negative urine culture (4.6 ± 16 µg/L vs. 1.76 ± 11.9 µg/L) or positive vs. negative endotracheal aspirate (1.93 ± 11.4 µg/L vs. 1.76 ± 1.11 µg/L). PCT-guided stewardship was applied in 36 patients (28%). CONCLUSION Increased initial PCT levels might point to the development of more severe disease caused by Gram-negative bacteria, regardless of previous antibiotic treatment. The results pertain to immunocompetent and immunocompromised patients. Implementation of PCT-guided stewardship in those patients is possible and relies on experience as well as knowledge of reference change value for a marker within the specific setting.
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Affiliation(s)
- Ana Vujaklija Brajković
- Department of Internal Diseases, Department of Intensive Care Medicine, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia.
| | - Iva Košuta
- Department of Internal Diseases, Department of Intensive Care Medicine, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia
| | - Dora Tomek
- Department of Oncology and Radiotherapy, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia
| | - Mia Rora
- Department of Internal Diseases, Department of Intensive Care Medicine, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia
| | - Jakša Babel
- Department of Internal Diseases, Department of Intensive Care Medicine, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia
| | - Dunja Rogić
- Department of Laboratory Diagnostics, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia
| | - Ana Lončar Vrančić
- Department of Laboratory Diagnostics, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia
| | - Radovan Radonić
- Department of Internal Diseases, Department of Intensive Care Medicine, University Hospital Centre Zagreb, Kispaticeva 12, 10000, Zagreb, Croatia
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314
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Nijman RG, Oostenbrink R, Moll HA, Casals-Pascual C, von Both U, Cunnington A, De T, Eleftheriou I, Emonts M, Fink C, van der Flier M, de Groot R, Kaforou M, Kohlmaier B, Kuijpers TW, Lim E, Maconochie IK, Paulus S, Martinon-Torres F, Pokorn M, Romaine ST, Calle IR, Schlapbach LJ, Smit FJ, Tsolia M, Usuf E, Wright VJ, Yeung S, Zavadska D, Zenz W, Levin M, Herberg JA, Carrol ED. A Novel Framework for Phenotyping Children With Suspected or Confirmed Infection for Future Biomarker Studies. Front Pediatr 2021; 9:688272. [PMID: 34395340 PMCID: PMC8356564 DOI: 10.3389/fped.2021.688272] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 06/28/2021] [Indexed: 12/11/2022] Open
Abstract
Background: The limited diagnostic accuracy of biomarkers in children at risk of a serious bacterial infection (SBI) might be due to the imperfect reference standard of SBI. We aimed to evaluate the diagnostic performance of a new classification algorithm for biomarker discovery in children at risk of SBI. Methods: We used data from five previously published, prospective observational biomarker discovery studies, which included patients aged 0- <16 years: the Alder Hey emergency department (n = 1,120), Alder Hey pediatric intensive care unit (n = 355), Erasmus emergency department (n = 1,993), Maasstad emergency department (n = 714) and St. Mary's hospital (n = 200) cohorts. Biomarkers including procalcitonin (PCT) (4 cohorts), neutrophil gelatinase-associated lipocalin-2 (NGAL) (3 cohorts) and resistin (2 cohorts) were compared for their ability to classify patients according to current standards (dichotomous classification of SBI vs. non-SBI), vs. a proposed PERFORM classification algorithm that assign patients to one of eleven categories. These categories were based on clinical phenotype, test outcomes and C-reactive protein level and accounted for the uncertainty of final diagnosis in many febrile children. The success of the biomarkers was measured by the Area under the receiver operating Curves (AUCs) when they were used individually or in combination. Results: Using the new PERFORM classification system, patients with clinically confident bacterial diagnosis ("definite bacterial" category) had significantly higher levels of PCT, NGAL and resistin compared with those with a clinically confident viral diagnosis ("definite viral" category). Patients with diagnostic uncertainty had biomarker concentrations that varied across the spectrum. AUCs were higher for classification of "definite bacterial" vs. "definite viral" following the PERFORM algorithm than using the "SBI" vs. "non-SBI" classification; summary AUC for PCT was 0.77 (95% CI 0.72-0.82) vs. 0.70 (95% CI 0.65-0.75); for NGAL this was 0.80 (95% CI 0.69-0.91) vs. 0.70 (95% CI 0.58-0.81); for resistin this was 0.68 (95% CI 0.61-0.75) vs. 0.64 (0.58-0.69) The three biomarkers combined had summary AUC of 0.83 (0.77-0.89) for "definite bacterial" vs. "definite viral" infections and 0.71 (0.67-0.74) for "SBI" vs. "non-SBI." Conclusion: Biomarkers of bacterial infection were strongly associated with the diagnostic categories using the PERFORM classification system in five independent cohorts. Our proposed algorithm provides a novel framework for phenotyping children with suspected or confirmed infection for future biomarker studies.
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Affiliation(s)
- Ruud G. Nijman
- Section of Pediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College of Science, Technology and Medicine, London, United Kingdom
- Department of Pediatric Accident and Emergency, Imperial College NHS Healthcare Trust, London, United Kingdom
| | - Rianne Oostenbrink
- Department of General Pediatrics, Erasmus MC-Sophia Children's Hospital, Rotterdam, Netherlands
| | - Henriette A. Moll
- Department of General Pediatrics, Erasmus MC-Sophia Children's Hospital, Rotterdam, Netherlands
| | - Climent Casals-Pascual
- Nuffield Department of Medicine, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
- Department of Clinical Microbiology, Hospital Clínic de Barcelona, Biomedical Diagnostic Centre, Barcelona, Spain
- ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain
| | - Ulrich von Both
- Division of Pediatric Infectious Diseases, Dr. von Hauner Children's Hospital, University Hospital, Ludwig-Maximilians-University, Munich, Germany
- German Centre for Infection Research, DZIF, Partner Site Munich, Munich, Germany
| | - Aubrey Cunnington
- Section of Pediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College of Science, Technology and Medicine, London, United Kingdom
| | - Tisham De
- Section of Pediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College of Science, Technology and Medicine, London, United Kingdom
| | - Irini Eleftheriou
- Second Department of Pediatrics, P. and A. Kyriakou Children's Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Marieke Emonts
- Pediatric Immunology, Infectious Diseases and Allergy Department, Great North Children's Hospital, Newcastle upon Tyne Hospitals Foundation Trust, Newcastle upon Tyne, United Kingdom
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- National Institute for Health Research Newcastle Biomedical Research Centre Based at Newcastle upon Tyne Hospitals NHS Trust, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Colin Fink
- Micropathology Ltd., Warwick, United Kingdom
| | - Michiel van der Flier
- Section Pediatric Infectious Diseases, Laboratory of Medical Immunology, Pediatric Infectious Diseases and Immunology, Radboud Centre for Infectious Diseases, Amalia Children's Hospital, Radboud Institute for Molecular Life Sciences, Radboud University Medical Centre, Nijmegen, Netherlands
- Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Ronald de Groot
- Section Pediatric Infectious Diseases, Laboratory of Medical Immunology, Pediatric Infectious Diseases and Immunology, Radboud Centre for Infectious Diseases, Amalia Children's Hospital, Radboud Institute for Molecular Life Sciences, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Myrsini Kaforou
- Section of Pediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College of Science, Technology and Medicine, London, United Kingdom
| | - Benno Kohlmaier
- Department of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Taco W. Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Amsterdam University Medical Center, Location Academic Medical Centre, University of Amsterdam, Amsterdam, Netherlands
- Landsteiner Laboratory at the Amsterdam Medical Centre, Sanquin Research Institute, University of Amsterdam, Amsterdam, Netherlands
| | - Emma Lim
- Pediatric Immunology, Infectious Diseases and Allergy Department, Great North Children's Hospital, Newcastle upon Tyne Hospitals Foundation Trust, Newcastle upon Tyne, United Kingdom
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ian K. Maconochie
- Department of Pediatric Accident and Emergency, Imperial College NHS Healthcare Trust, London, United Kingdom
| | - Stephane Paulus
- Department of Pediatrics, Children's Hospital, John Radcliffe, University of Oxford, Level 2, Oxford, United Kingdom
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Federico Martinon-Torres
- Genetics, Vaccines, Infections and Pediatrics Research Group, Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Marko Pokorn
- Department of Infectious Diseases, University Medical Centre Ljubljana, Univerzitetni Klinični Centre, Ljubljana, Slovenia
- Department of Infectious Diseases and Epidemiology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Sam T. Romaine
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Irene Rivero Calle
- Genetics, Vaccines, Infections and Pediatrics Research Group, Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Luregn J. Schlapbach
- Department of Intensive Care and Neonatology, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Frank J. Smit
- Department of Pediatrics, Maasstad Hospital, Rotterdam, Netherlands
| | - Maria Tsolia
- German Centre for Infection Research, DZIF, Partner Site Munich, Munich, Germany
| | - Effua Usuf
- Child Survival, Medical Research Council: The Gambia Unit, Fajara, Gambia
| | - Victoria J. Wright
- Section of Pediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College of Science, Technology and Medicine, London, United Kingdom
| | - Shunmay Yeung
- Faculty of Tropical and Infectious Disease, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Dace Zavadska
- Department of Pediatrics, Children Clinical University Hospital, Rigas Stradina Universitāte, Riga, Latvia
| | - Werner Zenz
- Department of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Michael Levin
- Section of Pediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College of Science, Technology and Medicine, London, United Kingdom
| | - Jethro A. Herberg
- Section of Pediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College of Science, Technology and Medicine, London, United Kingdom
| | - Enitan D. Carrol
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
- Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
- Liverpool Health Partners, Liverpool, United Kingdom
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315
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Abstract
Sepsis is a syndrome which is defined as a dysregulated host response to infection leading to organ failure. Since it remains one of the leading causes of mortality worldwide, numerous drug candidates have already been tested, and continue to be developed, as potential adjunct therapies. Despite convincing mechanisms of action and robust pre-clinical data, almost all drug candidates in the field of sepsis have failed to demonstrate clinical efficacy in the past two decades. Accordingly, the development of new sepsis drugs has markedly decreased in the past few years. Nevertheless, thanks to a better understanding of sepsis pathophysiology and pathways, new promising drug candidates are currently being developed. Instead of a unique sepsis profile as initially suspected, various phenotypes have been characterised. This has resulted in the identification of multiple targets for new drugs together with relevant biomarkers, and a better understanding of the most appropriate time to intervention. Within the entire sepsis drugs portfolio, those targeting the immune response are probably the most promising. Monoclonal antibodies targeting either cytokines or infectious agents are undoubtedly part of the potential successful therapeutic classes to come.
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Affiliation(s)
- Philippe Vignon
- Medical-Surgical Intensive Care Unit, Dupuytren Teaching Hospital, 87000, Limoges, France. .,Inserm CIC 1435, Dupuytren Teaching Hospital, 87000, Limoges, France. .,Inserm UMR 1092, Dupuytren Teaching Hospital, 87000, Limoges, France. .,Réanimation Polyvalente, CHU Dupuytren, 2 Avenue Martin Luther king, 87042, Limoges, France.
| | - Pierre-François Laterre
- St Luc University Hospital, Université Catholique de Louvain, Avenue Hippocrate 12, 1200, Brussels, Belgium
| | - Thomas Daix
- Medical-Surgical Intensive Care Unit, Dupuytren Teaching Hospital, 87000, Limoges, France.,Inserm CIC 1435, Dupuytren Teaching Hospital, 87000, Limoges, France.,Inserm UMR 1092, Dupuytren Teaching Hospital, 87000, Limoges, France
| | - Bruno François
- Medical-Surgical Intensive Care Unit, Dupuytren Teaching Hospital, 87000, Limoges, France.,Inserm CIC 1435, Dupuytren Teaching Hospital, 87000, Limoges, France.,Inserm UMR 1092, Dupuytren Teaching Hospital, 87000, Limoges, France
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316
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Abdullah SMOB, Sørensen RH, Nielsen FE. Prognostic Accuracy of SOFA, qSOFA, and SIRS for Mortality Among Emergency Department Patients with Infections. Infect Drug Resist 2021; 14:2763-2775. [PMID: 34321893 PMCID: PMC8313375 DOI: 10.2147/idr.s304952] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 05/20/2021] [Indexed: 12/16/2022] Open
Abstract
Objective This study aimed to determine the prognostic accuracy of SOFA in comparison to quick-SOFA (qSOFA) and systemic inflammatory response syndrome (SIRS) in predicting 28-day mortality in the emergency department (ED) patients with infections. Methods A secondary analysis of data from a prospective study of adult patients with documented or suspected infections admitted to an ED in Denmark from Oct-2017 to Mar-2018. The SOFA scores were calculated after adjustment for chronic diseases. The prognostic accuracy was assessed by analysis of sensitivity, specificity, predictive values, likelihood ratios, and area under the receiver operating characteristic curve (AUROC) with 95% confidence intervals (CI). Results A total of 2045 patients with a median age of 73.2 (IQR: 60.9-82.1) years were included. The overall 28-day mortality was 7.7%. In patients meeting a SOFA score ≥2, qSOFA score ≥2, and SIRS criteria ≥2 the 28-day mortality was 13.6% (11.2-16.3), 17.8% (12.4-24.3) and 8.3% (6.7-10.2), respectively. SOFA ≥2 had a sensitivity of 61.4% (53.3-69.0) and specificity of 67.3% (65.1-69.4), qSOFA ≥2 had a sensitivity of 19.6% (13.7-26.7) and specificity of 92.4% (91.1-93.6), and SIRS ≥2 had a sensitivity of 52.5% (44.4-60.5) and specificity of 51.5% (49.2-53.7). The AUROC for SOFA compared to SIRS was: 0.68 vs 0.52; p<0.001 and compared to qSOFA: 0.68 vs 0.63; p=0.018. Conclusion A SOFA score of at least two had better prognostic accuracy for 28-day mortality than SIRS and qSOFA. However, the overall accuracy of SOFA was poor for the prediction of 28-day mortality.
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Affiliation(s)
| | | | - Finn Erland Nielsen
- Department of Emergency Medicine, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Slagelse, Denmark.,Copenhagen Center for Translational Research, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Slagelse, Denmark
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317
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Independent Validation of Sepsis Index for Sepsis Screening in the Emergency Department. Diagnostics (Basel) 2021; 11:diagnostics11071292. [PMID: 34359375 PMCID: PMC8306244 DOI: 10.3390/diagnostics11071292] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 07/13/2021] [Accepted: 07/16/2021] [Indexed: 01/18/2023] Open
Abstract
(1) Background: The early detection of sepsis is still challenging, and there is an urgent need for biomarkers that could identify patients at a high risk of developing it. We recently developed an index, namely the Sepsis Index (SI), based on the combination of two CBC parameters: monocyte distribution width (MDW) and mean monocyte volume (MMV). In this study, we sought to independently validate the performance of SI as a tool for the early detection of patients at a high risk of sepsis in the Emergency Department (ED). (2) Methods: We enrolled all consecutive patients attending the ED with a request of the CBC. MDW and MMV were measured on samples collected in K3-EDTA tubes on the UniCel DxH 900 haematology analyser. SI was calculated based on the MDW and MMV. (3) Results: We enrolled a total of 703 patients stratified into four subgroups according to the Sepsis-2 criteria: control (498), infection (105), SIRS (52) and sepsis (48). The sepsis subgroup displayed the highest MDW (median 27.5, IQR 24.6–32.9) and SI (median 1.15, IQR 1.05–1.29) values. The ROC curve analysis for the prediction of sepsis showed a good and comparable diagnostic accuracy of the MDW and SI. However, the SI displayed an increased specificity, positive predictive value and positive likelihood ratio in comparison to MDW alone. (4) Conclusions: SI improves the diagnostic accuracy of MDW for sepsis screening.
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318
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Nedeva C. Inflammation and Cell Death of the Innate and Adaptive Immune System during Sepsis. Biomolecules 2021; 11:1011. [PMID: 34356636 PMCID: PMC8301842 DOI: 10.3390/biom11071011] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 07/05/2021] [Accepted: 07/09/2021] [Indexed: 12/23/2022] Open
Abstract
Sepsis is a life-threatening medical condition that occurs when the host has an uncontrolled or abnormal immune response to overwhelming infection. It is now widely accepted that sepsis occurs in two concurrent phases, which consist of an initial immune activation phase followed by a chronic immunosuppressive phase, leading to immune cell death. Depending on the severity of the disease and the pathogen involved, the hosts immune system may not fully recover, leading to ongoing complications proceeding the initial infection. As such, sepsis remains one of the leading causes of morbidity and mortality world-wide, with treatment options limited to general treatment in intensive care units (ICU). Lack of specific treatments available for sepsis is mostly due to our limited knowledge of the immuno-physiology associated with the disease. This review will provide a comprehensive overview of the mechanisms and cell types involved in eliciting infection-induced immune activation from both the innate and adaptive immune system during sepsis. In addition, the mechanisms leading to immune cell death following hyperactivation of immune cells will be explored. The evaluation and better understanding of the cellular and systemic responses leading to disease onset could eventuate into the development of much needed therapies to combat this unrelenting disease.
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Affiliation(s)
- Christina Nedeva
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, VIC 3086, Australia
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319
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Pérez-Hernández EG, Delgado-Coello B, Luna-Reyes I, Mas-Oliva J. New insights into lipopolysaccharide inactivation mechanisms in sepsis. Biomed Pharmacother 2021; 141:111890. [PMID: 34229252 DOI: 10.1016/j.biopha.2021.111890] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 06/03/2021] [Accepted: 06/28/2021] [Indexed: 02/06/2023] Open
Abstract
The complex pathophysiology of sepsis makes it a syndrome with limited therapeutic options and a high mortality rate. Gram-negative bacteria containing lipopolysaccharides (LPS) in their outer membrane correspond to the most common cause of sepsis. Since the gut is considered an important source of LPS, intestinal damage has been considered a cause and a consequence of sepsis. Although important in the maintenance of the intestinal epithelial cell homeostasis, the microbiota has been considered a source of LPS. Recent studies have started to shed light on how sepsis is triggered by dysbiosis, and an increased inflammatory state of the intestinal epithelial cells, expanding the understanding of the gut-liver axis in sepsis. Here, we review the gut-liver interaction in Gram-negative sepsis, exploring the mechanisms of LPS inactivation, including the recently described contribution of an isoform of the cholesteryl-ester transfer protein (CETPI). Although several key questions remain to be answered when the pathophysiology of sepsis is reviewed, new contributions coming to light exploring the way LPS might be inactivated in vivo, suggest that new applications might soon reach the clinical setting.
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Affiliation(s)
| | - Blanca Delgado-Coello
- Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, 04510 Mexico City, Mexico
| | - Ismael Luna-Reyes
- Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, 04510 Mexico City, Mexico
| | - Jaime Mas-Oliva
- Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, 04510 Mexico City, Mexico.
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320
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Hausfater P, Robert Boter N, Morales Indiano C, Cancella de Abreu M, Marin AM, Pernet J, Quesada D, Castro I, Careaga D, Arock M, Tejidor L, Velly L. Monocyte distribution width (MDW) performance as an early sepsis indicator in the emergency department: comparison with CRP and procalcitonin in a multicenter international European prospective study. Crit Care 2021; 25:227. [PMID: 34193208 PMCID: PMC8247285 DOI: 10.1186/s13054-021-03622-5] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 05/31/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Early sepsis diagnosis has emerged as one of the main challenges in the emergency room. Measurement of sepsis biomarkers is largely used in current practice to improve the diagnosis accuracy. Monocyte distribution width (MDW) is a recent new sepsis biomarker, available as part of the complete blood count with differential. The objective was to evaluate the performance of MDW for the detection of sepsis in the emergency department (ED) and to compare to procalcitonin (PCT) and C-reactive protein (CRP). METHODS Subjects whose initial evaluation included a complete blood count were enrolled consecutively in 2 EDs in France and Spain and categorized per Sepsis-2 and Sepsis-3 criteria. The performance of MDW for sepsis detection was compared to that of procalcitonin (PCT) and C-reactive protein (CRP). RESULTS A total of 1,517 patients were analyzed: 837 men and 680 women, mean age 61 ± 19 years, 260 (17.1%) categorized as Sepsis-2 and 144 patients (9.5%) as Sepsis-3. The AUCs [95% confidence interval] for the diagnosis of Sepsis-2 were 0.81 [0.78-0.84] and 0.86 [0.84-0.88] for MDW and MDW combined with WBC, respectively. For Sepsis-3, MDW performance was 0.82 [0.79-0.85]. The performance of MDW combined with WBC for Sepsis-2 in a subgroup of patients with low sepsis pretest probability was 0.90 [0.84-0.95]. The AUC for sepsis detection using MDW combined with WBC was similar to CRP alone (0.85 [0.83-0.87]) and exceeded that of PCT. Combining the biomarkers did not improve the AUC. Compared to normal MDW, abnormal MDW increased the odds of Sepsis-2 by factor of 5.5 [4.2-7.1, 95% CI] and Sepsis-3 by 7.6 [5.1-11.3, 95% CI]. CONCLUSIONS MDW in combination with WBC has the diagnostic accuracy to detect sepsis, particularly when assessed in patients with lower pretest sepsis probability. We suggest the use of MDW as a systematic screening test, used together with qSOFA score to improve the accuracy of sepsis diagnosis in the emergency department. Trial Registration ClinicalTrials.gov (NCT03588325).
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Affiliation(s)
- Pierre Hausfater
- Emergency Department, Hôpital Pitié-Salpêtrière, APHP-Sorbonne Université, 83 Boulevard de l'hôpital, 75651, Paris Cedex 13, France.
- Sorbonne Université, GRC-14 BIOSFAST, Paris, France.
- UMR INSERM 1166, IHU ICAN, Sorbonne Université, Paris, France.
| | - Neus Robert Boter
- Emergency Department, Hospital Universitari Germans Trias I Pujol, Badalona, Spain
- Universitat Autònoma de Barcelona, Badalona, Spain
| | - Cristian Morales Indiano
- Universitat Autònoma de Barcelona, Badalona, Spain
- Laboratory Medicine Department, Laboratori Clinic Metropolitana Nord, Hospital Universitari Germans Trias I Pujol, Badalona, Spain
| | - Marta Cancella de Abreu
- Emergency Department, Hôpital Pitié-Salpêtrière, APHP-Sorbonne Université, 83 Boulevard de l'hôpital, 75651, Paris Cedex 13, France
- Sorbonne Université, GRC-14 BIOSFAST, Paris, France
| | - Adria Mendoza Marin
- Emergency Department, Hospital Universitari Germans Trias I Pujol, Badalona, Spain
- Universitat Autònoma de Barcelona, Badalona, Spain
| | - Julie Pernet
- Emergency Department, Hôpital Pitié-Salpêtrière, APHP-Sorbonne Université, 83 Boulevard de l'hôpital, 75651, Paris Cedex 13, France
| | - Dolores Quesada
- Universitat Autònoma de Barcelona, Badalona, Spain
- Microbiology Department, Laboratori Clinic Metropolitana Nord, Hospital Universitari Germans Trias I Pujol, Badalona, Spain
| | | | | | - Michel Arock
- Biochemisty and Emergency Biology Department, Hôpital Pitié-Salpêtrière, APHP-Sorbonne Université, Paris, France
| | | | - Laetitia Velly
- Emergency Department, Hôpital Pitié-Salpêtrière, APHP-Sorbonne Université, 83 Boulevard de l'hôpital, 75651, Paris Cedex 13, France
- Sorbonne Université, GRC-14 BIOSFAST, Paris, France
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321
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Verma T, Majumdar S, Yadav S, Ahmed SM, Umapathy S, Nandi D. Cell-free hemoglobin is a marker of systemic inflammation in mouse models of sepsis: a Raman spectroscopic study. Analyst 2021; 146:4022-4032. [PMID: 34032232 DOI: 10.1039/d1an00066g] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Sepsis is a life-threatening condition caused by heightened host immune responses post infection. Despite intensive research, most of the existing diagnostic methods remain non-specific, labour-intensive, time-consuming or are not sensitive enough for rapid and timely diagnosis of the onset and progression of sepsis. The present work was undertaken to explore the potential of Raman spectroscopy to identify the biomarkers of sepsis in a label-free and minimally invasive manner using different mouse models of inflammation. The sera of BALB/c mice infected with Salmonella Typhimurium reveal extensive hemolysis, as indicated by the Raman bands that are characteristic of the porphyrin ring of hemoglobin (668, 743, 1050, 1253 and 1397 cm-1) which increase in a kinetic manner. These markers are also observed in a lipopolysaccharide-induced endotoxic shock model, but not in a thioglycollate-induced sterile peritonitis model. These data demonstrate that hemolysis is a signature of systemic, but not localised, inflammation. To further validate our observations, sepsis was induced in the nitric oxide synthase 2 (Nos2-/-) deficient strain which is more sensitive to infection. Interestingly, Nos2-/- mice exhibit a higher degree of hemolysis than C57BL/6 mice. Sepsis-induced hemolysis was also confirmed using resonance Raman spectroscopy with 442 nm excitation which demonstrated a pronounced increase in the resonant Raman bands at 670 and 1350 cm-1 in sera of the infected mice. This is the first study to identify inflammation-induced hemolysis in mouse models of sepsis using Raman spectral signatures for hemoglobin. The possible implications of this method in detecting hemolysis in different inflammatory pathologies, such as the ongoing COVID-19 pandemic, are discussed.
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Affiliation(s)
- Taru Verma
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India.
| | - Shamik Majumdar
- Department of Biochemistry, Indian Institute of Science, Bangalore, India
| | - Shikha Yadav
- Department of Biochemistry, Indian Institute of Science, Bangalore, India
| | - Syed Moiz Ahmed
- Department of Biochemistry, Indian Institute of Science, Bangalore, India
| | - Siva Umapathy
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India. and Department of Inorganic and Physical Chemistry, Indian Institute of Science, Bangalore, India
| | - Dipankar Nandi
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India. and Department of Biochemistry, Indian Institute of Science, Bangalore, India
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322
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Tong-Minh K, Welten I, Endeman H, Hagenaars T, Ramakers C, Gommers D, van Gorp E, van der Does Y. Predicting mortality in adult patients with sepsis in the emergency department by using combinations of biomarkers and clinical scoring systems: a systematic review. BMC Emerg Med 2021; 21:70. [PMID: 34120605 PMCID: PMC8201689 DOI: 10.1186/s12873-021-00461-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 05/20/2021] [Indexed: 11/18/2022] Open
Abstract
Background Sepsis can be detected in an early stage in the emergency department (ED) by biomarkers and clinical scoring systems. A combination of multiple biomarkers or biomarker with clinical scoring system might result in a higher predictive value on mortality. The goal of this systematic review is to evaluate the available literature on combinations of biomarkers and clinical scoring systems on 1-month mortality in patients with sepsis in the ED. Methods We performed a systematic search using MEDLINE, EMBASE and Google Scholar. Articles were included if they evaluated at least one biomarker combined with another biomarker or clinical scoring system and reported the prognostic accuracy on 28 or 30 day mortality by area under the curve (AUC) in patients with sepsis. We did not define biomarker cut-off values in advance. Results We included 18 articles in which a total of 35 combinations of biomarkers and clinical scoring systems were studied, of which 33 unique combinations. In total, seven different clinical scoring systems and 21 different biomarkers were investigated. The combination of procalcitonin (PCT), lactate, interleukin-6 (IL-6) and Simplified Acute Physiology Score-2 (SAPS-2) resulted in the highest AUC on 1-month mortality. Conclusion The studies we found in this systematic review were too heterogeneous to conclude that a certain combination it should be used in the ED to predict 1-month mortality in patients with sepsis. Future studies should focus on clinical scoring systems which require a limited amount of clinical parameters, such as the qSOFA score in combination with a biomarker that is already routinely available in the ED. Supplementary Information The online version contains supplementary material available at 10.1186/s12873-021-00461-z.
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Affiliation(s)
- Kirby Tong-Minh
- Department of Emergency Medicine, Erasmus University Medical Center, Rotterdam, Postbus 2040, 3000, CA, Rotterdam, The Netherlands.
| | - Iris Welten
- Department of Emergency Medicine, Erasmus University Medical Center, Rotterdam, Postbus 2040, 3000, CA, Rotterdam, The Netherlands
| | - Henrik Endeman
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Tjebbe Hagenaars
- Department of Emergency Medicine, Erasmus University Medical Center, Rotterdam, Postbus 2040, 3000, CA, Rotterdam, The Netherlands
| | - Christian Ramakers
- Department of Clinical Chemistry, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Diederik Gommers
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Eric van Gorp
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands.,Department of Viroscience, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Yuri van der Does
- Department of Emergency Medicine, Erasmus University Medical Center, Rotterdam, Postbus 2040, 3000, CA, Rotterdam, The Netherlands
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323
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Alnomasy SF, Alotaibi BS, Mujamammi AH, Hassan EA, Ali ME. Microbial aspects and potential markers for differentiation between bacterial and viral meningitis among adult patients. PLoS One 2021; 16:e0251518. [PMID: 34115780 PMCID: PMC8195399 DOI: 10.1371/journal.pone.0251518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 04/28/2021] [Indexed: 01/04/2023] Open
Abstract
OBJECTIVES Meningitis is a medical emergency with permanent disabilities and high mortality worldwide. We aimed to determine causative microorganisms and potential markers for differentiation between bacterial and viral meningitis. METHODOLOGY Adult patients with acute meningitis were subjected to lumber puncture. Cerebrospinal fluid (CSF) microorganisms were identified using Real-time PCR. PCT and CRP levels, peripheral and CSF-leucocyte count, CSF-protein and CSF-glucose levels were assessed. RESULTS Out of 80 patients, infectious meningitis was confirmed in 75 cases; 38 cases were bacterial meningitis, 34 cases were viral meningitis and three cases were mixed infection. Higher PCT, peripheral and CSF-leukocytosis, higher CSF-protein and lower CSF-glucose levels were more significant in bacterial than viral meningitis patients. Neisseria meningitides was the most frequent bacteria and varicella-zoster virus was the most common virus. Using ROC analyses, serum PCT and CSF-parameters can discriminate bacterial from viral meningitis. Combined ROC analyses of PCT and CSF-protein significantly improved the effectiveness in predicting bacterial meningitis (AUC of 0.998, 100%sensitivity and 97.1%specificity) than each parameter alone (AUC of 0.951 for PCT and 0.996 for CSF-protein). CONCLUSION CSF-protein and serum PCT are considered as potential markers for differentiating bacterial from viral meningitis and their combination improved their predictive accuracy to bacterial meningitis.
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Affiliation(s)
- Sultan F. Alnomasy
- Department of Medical Laboratories Sciences, College of Applied Medical Sciences in Al- Quwayiyah, Shaqra University, Al- Quwayiyah, Riyadh, Saudi Arabia
| | - Bader S. Alotaibi
- Department of Medical Laboratories Sciences, College of Applied Medical Sciences in Al- Quwayiyah, Shaqra University, Al- Quwayiyah, Riyadh, Saudi Arabia
| | - Ahmed H. Mujamammi
- Department of Pathology, Clinical Biochemistry Unit, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Elham A. Hassan
- Department of Gastroenterology and Tropical Medicine, Faculty of Medicine Assiut University, Assiut, Egypt
| | - Mohamed E. Ali
- Department of Microbiology and Immunology, Faculty of Pharmacy, Al-Azhar University, Assiut, Egypt
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324
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Prazak J, Irincheeva I, Llewelyn MJ, Stolz D, García de Guadiana Romualdo L, Graf R, Reding T, Klein HJ, Eggimann P, Que YA. Accuracy of pancreatic stone protein for the diagnosis of infection in hospitalized adults: a systematic review and individual patient level meta-analysis. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2021; 25:182. [PMID: 34049579 PMCID: PMC8164316 DOI: 10.1186/s13054-021-03609-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 05/19/2021] [Indexed: 12/21/2022]
Abstract
Background Accurate biomarkers to diagnose infection are lacking. Studies reported good performance of pancreatic stone protein (PSP) to detect infection. The objective of the study was to determine the performance of PSP in diagnosing infection across hospitalized patients and calculate a threshold value for that purpose. Methods A systematic search across Cochrane Central Register of Controlled Trials and MEDLINE databases (1966–March 2019) for studies on PSP published in English using ‘pancreatic stone protein’, ‘PSP’, ‘regenerative protein’, ‘lithostatin’ combined with ‘infection’ and ‘sepsis’ found 44 records. The search was restricted to the five trials that evaluated PSP for the initial detection of infection in hospitalized adults. Individual patient data were obtained from the investigators of all eligible trials. Data quality and validity was assessed according to PRISMA guidelines. We choose a fixed-effect model to calculate the PSP cut-off value that best discriminates infected from non-infected patients. Results Infection was confirmed in 371 of 631 patients. The median (IQR) PSP value of infected versus uninfected patients was 81.5 (30.0–237.5) versus 19.2 (12.6–33.57) ng/ml, compared to 150 (82.70–229.55) versus 58.25 (15.85–120) mg/l for C-reactive protein (CRP) and 0.9 (0.29–4.4) versus 0.15 (0.08–0.5) ng/ml for procalcitonin (PCT). Using a PSP cut-off of 44.18 ng/ml, the ROC AUC to detect infection was 0.81 (0.78–0.85) with a sensitivity of 0.66 (0.61–0.71), specificity of 0.83 (0.78–0.88), PPV of 0.85 (0.81–0.89) and NPV of 0.63 (0.58–0.68). When a model combining PSP and CRP was used, the ROC AUC improved to 0.90 (0.87–0.92) with higher sensitivity 0.81 (0.77–0.85) and specificity 0.84 (0.79–0.90) for discriminating infection from non-infection. Adding PCT did not improve the performance further. Conclusions PSP is a promising biomarker to diagnose infections in hospitalized patients. Using a cut-off value of 44.18 ng/ml, PSP performs better than CRP or PCT across the considered studies. The combination of PSP with CRP further enhances its accuracy. Supplementary Information The online version contains supplementary material available at 10.1186/s13054-021-03609-2.
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Affiliation(s)
- Josef Prazak
- Department of Intensive Care Medicine, INO E-403, Inselspital, Bern University Hospital, University of Bern, 3010, Bern, Switzerland
| | | | | | - Daiana Stolz
- Clinic of Pulmonary Medicine and Respiratory Cell Research, University Hospital Basel, Basel, Switzerland
| | | | - Rolf Graf
- Department of Visceral and Transplantation Surgery, Universitätsspital Zürich, Zurich, Switzerland
| | - Theresia Reding
- Department of Visceral and Transplantation Surgery, Universitätsspital Zürich, Zurich, Switzerland
| | - Holger J Klein
- Department of Plastic Surgery and Hand Surgery, Burn Center Zurich, Universitässpital Zürich, Zurich, Switzerland
| | - Philippe Eggimann
- Department of Locomotor Apparatus, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland
| | - Yok-Ai Que
- Department of Intensive Care Medicine, INO E-403, Inselspital, Bern University Hospital, University of Bern, 3010, Bern, Switzerland.
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325
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Schuurman AR, Reijnders TDY, Kullberg RFJ, Butler JM, van der Poll T, Wiersinga WJ. Sepsis: deriving biological meaning and clinical applications from high-dimensional data. Intensive Care Med Exp 2021; 9:27. [PMID: 33961170 PMCID: PMC8105470 DOI: 10.1186/s40635-021-00383-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 03/19/2021] [Indexed: 02/06/2023] Open
Abstract
The pathophysiology of sepsis is multi-facetted and highly complex. As sepsis is a leading cause of global mortality that still lacks targeted therapies, increased understanding of its pathogenesis is vital for improving clinical care and outcomes. An increasing number of investigations seeks to unravel the complexity of sepsis through high-dimensional data analysis, enabled by advances in -omics technologies. Here, we summarize progress in the following major -omics fields: genomics, epigenomics, transcriptomics, proteomics, lipidomics, and microbiomics. We describe what these fields can teach us about sepsis, and highlight current trends and future challenges. Finally, we focus on multi-omics integration, and discuss the challenges in deriving biological meaning and clinical applications from these types of data.
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Affiliation(s)
- Alex R Schuurman
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Tom D Y Reijnders
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Robert F J Kullberg
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Joe M Butler
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Tom van der Poll
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - W Joost Wiersinga
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands. .,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.
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326
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Ramoji A, Thomas-Rüddel D, Ryabchykov O, Bauer M, Arend N, Giamarellos-Bourboulis EJ, Eugen-Olsen J, Kiehntopf M, Bocklitz T, Popp J, Bloos F, Neugebauer U. Leukocyte Activation Profile Assessed by Raman Spectroscopy Helps Diagnosing Infection and Sepsis. Crit Care Explor 2021; 3:e0394. [PMID: 34079942 PMCID: PMC8162546 DOI: 10.1097/cce.0000000000000394] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVES Leukocytes are first responders to infection. Their activation state can reveal information about specific host immune response and identify dysregulation in sepsis. This study aims to use the Raman spectroscopic fingerprints of blood-derived leukocytes to differentiate inflammation, infection, and sepsis in hospitalized patients. Diagnostic sensitivity and specificity shall demonstrate the added value of the direct characterization of leukocyte's phenotype. DESIGN Prospective nonrandomized, single-center, observational phase-II study (DRKS00006265). SETTING Jena University Hospital, Germany. PATIENTS Sixty-one hospitalized patients (19 with sterile inflammation, 23 with infection without organ dysfunction, 18 with sepsis according to Sepsis-3 definition). INTERVENTIONS None (blood withdrawal). MEASUREMENTS AND MAIN RESULTS Individual peripheral blood leukocytes were characterized by Raman spectroscopy. Reference diagnostics included established clinical scores, blood count, and biomarkers (C-reactive protein, procalcitonin and interleukin-6). Binary classification models using Raman data were able to distinguish patients with infection from patients without infection, as well as sepsis patients from patients without sepsis, with accuracies achieved with established biomarkers. Compared with biomarker information alone, an increase of 10% (to 93%) accuracy for the detection of infection and an increase of 18% (to 92%) for detection of sepsis were reached by adding the Raman information. Leukocytes from sepsis patients showed different Raman spectral features in comparison to the patients with infection that point to the special immune phenotype of sepsis patients. CONCLUSIONS Raman spectroscopy can extract information on leukocyte's activation state in a nondestructive, label-free manner to differentiate sterile inflammation, infection, and sepsis.
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Affiliation(s)
- Anuradha Ramoji
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
| | - Daniel Thomas-Rüddel
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Department of Anaesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Oleg Ryabchykov
- Leibniz Institute of Photonic Technology Jena, (Leibniz-IPHT), Member of Leibniz Research Alliance 'Health Technologies', Jena, Germany
- Institute for Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, Jena, Germany
| | - Michael Bauer
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Department of Anaesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Natalie Arend
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Leibniz Institute of Photonic Technology Jena, (Leibniz-IPHT), Member of Leibniz Research Alliance 'Health Technologies', Jena, Germany
| | | | - Jesper Eugen-Olsen
- Clinical Research Centre, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Michael Kiehntopf
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Institute for Clinical Chemistry and Laboratory Diagnostics and Integrated Biobank Jena, Jena University Hospital, Jena, Germany
| | - Thomas Bocklitz
- Leibniz Institute of Photonic Technology Jena, (Leibniz-IPHT), Member of Leibniz Research Alliance 'Health Technologies', Jena, Germany
- Institute for Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, Jena, Germany
| | - Jürgen Popp
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Leibniz Institute of Photonic Technology Jena, (Leibniz-IPHT), Member of Leibniz Research Alliance 'Health Technologies', Jena, Germany
- Institute for Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, Jena, Germany
| | - Frank Bloos
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Department of Anaesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Ute Neugebauer
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
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327
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Toldi J, Nemeth D, Hegyi P, Molnar Z, Solymar M, Farkas N, Alizadeh H, Rumbus Z, Pakai E, Garami A. Macrophage migration inhibitory factor as a diagnostic and predictive biomarker in sepsis: meta-analysis of clinical trials. Sci Rep 2021; 11:8051. [PMID: 33850259 PMCID: PMC8044150 DOI: 10.1038/s41598-021-87613-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 03/31/2021] [Indexed: 12/29/2022] Open
Abstract
The hunt for useful sepsis biomarkers is ongoing. Macrophage migration inhibitory factor (MIF) was implicated as a biomarker in sepsis, but its diagnostic and prognostic value has remained unclear in human studies. Here, we aimed at clarifying the value of MIF as a sepsis biomarker with the meta-analysis of clinical trials. PubMed, EMBASE, and Cochrane Central Register of Controlled Trials databases were searched until December 2019. From the included studies, blood MIF levels and indicators of disease severity were extracted in septic and control patient groups. Twenty-one eligible studies were identified, including data from 1876 subjects (of which 1206 had sepsis). In the septic patients, blood MIF levels were significantly higher than in healthy controls with a standardized mean difference (SMD) of 1.47 (95% confidence interval, CI: 0.96-1.97; p < 0.001) and also higher than in patient groups with nonseptic systemic inflammation (SMD = 0.94; CI: 0.51-1.38; p < 0.001). Markedly greater elevation in blood MIF level was found in the more severe forms of sepsis and in nonsurvivors than in less severe forms and in survivors with SMDs of 0.84 (CI: 0.45-1.24) and 0.75 (CI: 0.40-1.11), respectively (p < 0.001 for both). In conclusion, blood MIF level is more elevated in systemic inflammation caused by infection (i.e., sepsis) compared to noninfectious causes. In more severe forms of sepsis, including fatal outcome, MIF levels are higher than in less severe forms. These results suggest that MIF can be a valuable diagnostic and prognostic biomarker in sepsis given that well-designed clinical trials validate our findings.
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Affiliation(s)
- Janos Toldi
- Department of Thermophysiology, Institute for Translational Medicine, Medical School, University of Pecs, Pecs, Hungary
- Department of Anesthesiology and Intensive Care, Medical School, University of Pecs, Pecs, Hungary
| | - David Nemeth
- Institute for Translational Medicine, Medical School and Szentagothai Research Centre, University of Pecs, Pecs, Hungary
| | - Peter Hegyi
- Institute for Translational Medicine, Medical School and Szentagothai Research Centre, University of Pecs, Pecs, Hungary
| | - Zsolt Molnar
- Institute for Translational Medicine, Medical School and Szentagothai Research Centre, University of Pecs, Pecs, Hungary
- Department of Anesthesiology and Intensive Therapy, Poznan University of Medical Sciences, Poznan, Poland
| | - Margit Solymar
- Department of Thermophysiology, Institute for Translational Medicine, Medical School, University of Pecs, Pecs, Hungary
| | - Nelli Farkas
- Institute of Bioanalysis, Medical School, University of Pecs, Pecs, Hungary
| | - Hussain Alizadeh
- Division of Hematology, First Department of Medicine, University of Pecs, Pecs, Hungary
| | - Zoltan Rumbus
- Department of Thermophysiology, Institute for Translational Medicine, Medical School, University of Pecs, Pecs, Hungary
| | - Eszter Pakai
- Department of Thermophysiology, Institute for Translational Medicine, Medical School, University of Pecs, Pecs, Hungary
| | - Andras Garami
- Department of Thermophysiology, Institute for Translational Medicine, Medical School, University of Pecs, Pecs, Hungary.
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328
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Pereira AG, Costa NA, Gut AL, Azevedo PS, Tanni SE, Mamede Zornoff LA, Rupp de Paiva SA, Polegato BF, Minicucci MF. Urea to albumin ratio is a predictor of mortality in patients with septic shock. Clin Nutr ESPEN 2021; 42:361-365. [PMID: 33745606 DOI: 10.1016/j.clnesp.2021.01.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 12/23/2020] [Accepted: 01/03/2021] [Indexed: 12/18/2022]
Abstract
BACKGROUND The purpose of this study was to evaluate urea to albumin ratio (UAR) as predictor of mortality in patients with septic shock. METHODS We included all individuals aged ≥ 18 years, with the diagnosis of septic shock at Intensive Care Unit (ICU) admission. Laboratorial and clinical data was recorded within the first 24 h of the patient's admission. Serum urea and albumin concentration were used for UAR calculation. All patients were followed during their ICU stay and the mortality rate was recorded. RESULTS 222 patients were included in the analysis; the mean age was 62.3 ± 15.1 years and 66% were male. Mortality rate during the ICU stay was 59.9% and the median UAR was 40.7 (24.5-66.1). The UAR was also higher in patients who died in the ICU and was positively correlated with APACHE II, SOFA score and CRP. The ROC ICU mortality development (AUC: 0.617; CI 95%: 0.541-0.693; p: 0.003) at the cutoff of ≥47.25. Furthermore, UAR values were associated with ICU mortality when adjusted by age, sex and APACHE II (OR: 1.011; CI95%:1.000-1.022; p = 0.043) and when adjusted by lactate (OR: 1.014; CI95%:1.003-1.024; p = 0.009). CONCLUSIONS Our data suggest that UAR could play a role as predictor of ICU mortality in patients with septic shock.
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Affiliation(s)
- Amanda Gomes Pereira
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Botucatu, Brazil.
| | - Nara Aline Costa
- Faculty of Nutrition, Univ Federal de Goias, UFG, Goiania, Brazil
| | - Ana Lúcia Gut
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Botucatu, Brazil
| | - Paula Schmidt Azevedo
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Botucatu, Brazil
| | - Suzana Erico Tanni
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Botucatu, Brazil
| | | | | | - Bertha Furlan Polegato
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Botucatu, Brazil
| | - Marcos Ferreira Minicucci
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Botucatu, Brazil
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329
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Leong K, Gaglani B, Khanna AK, McCurdy MT. Novel Diagnostics and Therapeutics in Sepsis. Biomedicines 2021; 9:biomedicines9030311. [PMID: 33803628 PMCID: PMC8003067 DOI: 10.3390/biomedicines9030311] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 03/13/2021] [Accepted: 03/16/2021] [Indexed: 12/11/2022] Open
Abstract
Sepsis management demands early diagnosis and timely treatment that includes source control, antimicrobial therapy, and resuscitation. Currently employed diagnostic tools are ill-equipped to rapidly diagnose sepsis and isolate the offending pathogen, which limits the ability to offer targeted and lowest-toxicity treatment. Cutting edge diagnostics and therapeutics in development may improve time to diagnosis and address two broad management principles: (1) source control by removing the molecular infectious stimulus of sepsis, and (2) attenuation of the pathological immune response allowing the body to heal. This review addresses novel diagnostics and therapeutics and their role in the management of sepsis.
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Affiliation(s)
- Kieran Leong
- Division of Pulmonary & Critical Care, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
| | - Bhavita Gaglani
- Department of Anesthesiology, Section on Critical Care Medicine, Wake Forest University Hospital, Winston-Salem, NC 27157, USA; (B.G.); (A.K.K.)
| | - Ashish K. Khanna
- Department of Anesthesiology, Section on Critical Care Medicine, Wake Forest University Hospital, Winston-Salem, NC 27157, USA; (B.G.); (A.K.K.)
- Department of Outcomes Research, Outcomes Research Consortium, Cleveland, OH 44195, USA
| | - Michael T. McCurdy
- Division of Pulmonary & Critical Care, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
- Correspondence:
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330
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Hedetoft M, Garred P, Madsen MB, Hyldegaard O. Hyperbaric oxygen treatment is associated with a decrease in cytokine levels in patients with necrotizing soft-tissue infection. Physiol Rep 2021; 9:e14757. [PMID: 33719215 PMCID: PMC7957267 DOI: 10.14814/phy2.14757] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 01/24/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND The pathophysiological understanding of the inflammatory response in necrotizing soft-tissue infection (NSTI) and its impact on clinical progression and outcomes are not resolved. Hyperbaric oxygen (HBO2 ) treatment serves as an adjunctive treatment; however, its immunomodulatory effects in the treatment of NSTI remains unknown. Accordingly, we evaluated fluctuations in inflammatory markers during courses of HBO2 treatment and assessed the overall inflammatory response during the first 3 days after admission. METHODS In 242 patients with NSTI, we measured plasma TNF-α, IL-1β, IL-6, IL-10, and granulocyte colony-stimulating factor (G-CSF) upon admission and daily for three days, and before/after HBO2 in the 209 patients recieving HBO2 . We assessed the severity of disease by Simplified Acute Physiology Score (SAPS) II, SOFA score, and blood lactate. RESULTS In paired analyses, HBO2 treatment was associated with a decrease in IL-6 in patients with Group A-Streptococcus NSTI (first HBO2 treatment, median difference -29.5 pg/ml; second HBO2 treatment, median difference -7.6 pg/ml), and overall a decrease in G-CSF (first HBO2 treatment, median difference -22.5 pg/ml; 2- HBO2 treatment, median difference -20.4 pg/ml). Patients presenting with shock had significantly higher baseline cytokines values compared to non-shock patients (TNF-α: 51.9 vs. 23.6, IL-1β: 1.39 vs 0.61, IL-6: 542.9 vs. 57.5, IL-10: 21.7 vs. 3.3 and G-CSF: 246.3 vs. 11.8 pg/ml; all p < 0.001). Longitudinal analyses demonstrated higher concentrations in septic shock patients and those receiving renal-replacement therapy. All cytokines were significantly correlated to SAPS II, SOFA score, and blood lactate. In adjusted analysis, high baseline G-CSF was associated with 30-day mortality (OR 2.83, 95% CI: 1.01-8.00, p = 0.047). CONCLUSION In patients with NSTI, HBO2 treatment may induce immunomodulatory effects by decreasing plasma G-CSF and IL-6. High levels of inflammatory markers were associated with disease severity, whereas high baseline G-CSF was associated with increased 30-day mortality.
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Affiliation(s)
- Morten Hedetoft
- Department of Anaesthesia, Hyperbaric Unit, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Peter Garred
- Laboratory of Molecular Medicine, Department of Clinical Immunology Section 7631, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Martin Bruun Madsen
- Department of Intensive Care, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ole Hyldegaard
- Department of Anaesthesia, Hyperbaric Unit, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
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331
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Heffernan AJ, Denny KJ. Host Diagnostic Biomarkers of Infection in the ICU: Where Are We and Where Are We Going? Curr Infect Dis Rep 2021; 23:4. [PMID: 33613126 DOI: 10.1007/s11908-021-00747-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2021] [Indexed: 02/06/2023]
Abstract
Purpose of Review Early identification of infection in the critically ill patient and initiation of appropriate treatment is key to reducing morbidity and mortality. On the other hand, the indiscriminate use of antimicrobials leads to harms, many of which may be exaggerated in the critically ill population. The current method of diagnosing infection in the intensive care unit relies heavily on clinical gestalt; however, this approach is plagued by biases. Therefore, a reliable, independent biomarker holds promise in the accurate determination of infection. We discuss currently used host biomarkers used in the intensive care unit and review new and emerging approaches to biomarker discovery. Recent Findings White cell count (including total white cell count, left shift, and the neutrophil-leucocyte ratio), C-reactive protein, and procalcitonin are the most common host diagnostic biomarkers for sepsis used in current clinical practice. However, their utility in the initial diagnosis of infection, and their role in the subsequent decision to commence treatment, remains limited. Novel approaches to biomarker discovery that are currently being investigated include combination biomarkers, host 'sepsis signatures' based on differential gene expression, site-specific biomarkers, biomechanical assays, and incorporation of new and pre-existing host biomarkers into machine learning algorithms. Summary To date, no single reliable independent biomarker of infection exists. Whilst new approaches to biomarker discovery hold promise, their clinical utility may be limited if previous mistakes that have afflicted sepsis biomarker research continue to be repeated.
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Affiliation(s)
- Aaron J Heffernan
- School of Medicine, Griffith University, Gold Coast, QLD Australia
- Centre for Translational Anti-infective Pharmacodynamics, Faculty of Medicine, University of Queensland, Herston, QLD Australia
| | - Kerina J Denny
- Department of Intensive Care, Gold Coast University Hospital, Gold Coast, QLD Australia
- School of Clinical Medicine, Faculty of Medicine, University of Queensland, Herston, QLD Australia
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332
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O'Donnell S, Walsh J, Fitzpatrick F. Does "Code Sepsis" Stifle Antimicrobial Stewardship? Jt Comm J Qual Patient Saf 2021; 47:143-145. [PMID: 33526408 DOI: 10.1016/j.jcjq.2021.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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333
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Abstract
Sepsis is the most common cause of mortality in non-cardiac ICUs. The quest for early diagnosis and treatment has led to the discovery of many biomarkers. In this issue, Abdelshafey et al. have evaluated presepsin, a novel biomarker for early detection of sepsis. Presepsin is formed by cleavage of N-terminal of soluble CD14 (sCD14) which is a member of the Toll-like receptors (TLRs). Studies have found a higher level of presepsin in septic patients and values above 946 ng/L correlated well with gram-negative bacterial sepsis. How to cite this article: Azim A. Presepsin: A Promising Biomarker for Sepsis. Indian J Crit Care Med 2021;25(2):117-118.
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Affiliation(s)
- Afzal Azim
- Department of Critical Care Medicine, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
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334
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Serum Mitochondrial Quality Control Related Biomarker Levels are Associated with Organ Dysfunction in Septic Patients. Shock 2021; 56:412-418. [PMID: 33534397 DOI: 10.1097/shk.0000000000001737] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND To investigate the feasibility and the value of using mitochondrial quality control (MQC)-related proteins as biomarkers in septic patients. METHODS The enrolled subjects were divided into four groups: healthy control group (n = 30), intensive care unit (ICU) control group (n = 62), septic nonshock group (n = 40), and septic shock group (n = 94). Serum levels of peroxisome proliferator-activated receptor γ coactivator 1α (PGC-1α), fission protein 1 (Fis1), mitofusin2 (Mfn2), and Parkin were measured by enzyme-linked immunosorbent assay at the time of enrollment for all groups. Clinical parameters and laboratory test results were also collected. RESULTS The levels of MQC-related biomarkers between any two of the four groups were significantly different (P < 0.001 for all). The serum levels of PGC-1α, Mfn2, and Parkin were lowest in healthy individuals; the levels were dramatically higher in the ICU control group compared with the others, and they decreased progressively from the septic nonshock group to the septic shock group. However, the pattern for Fis1 was inverse; the more severe the condition was, the higher the level of Fis1. Moreover, there was moderate correlation between MQC-related biomarkers and the SOFA score (PGC-1α, r = -0.662; Fis1, r = 0.609; Mfn2, r = -0.677; Parkin, r = 0.-0.674, P < 0.001 for all). CONCLUSIONS The serum levels of PGC-1α, Fis1, Mfn2, and Parkin were significantly correlated with organ dysfunction and reflected the disease progression and severity. The dynamic surveillance of these four biomarkers could be beneficial to predict outcome and guide treatment.
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335
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Tulli G, Toccafondi G. Integrating infection and sepsis management through holistic early warning systems and heuristic approaches: a concept proposal. Diagnosis (Berl) 2021; 8:dx-2020-0142. [PMID: 33544477 DOI: 10.1515/dx-2020-0142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 12/13/2020] [Indexed: 11/15/2022]
Abstract
This is a first attempt to integrate the three pillars of infection management: the infection prevention and control (IPC), and surveillance (IPCS), antimicrobial stewardship (AMS), and rapid identification and management of sepsis (RIMS). The new 'Sepsis-3' definition extrapolates the diagnosis of sepsis from our previously slightly naïve concept of a stepwise evolving pattern. In doing so, however, we have placed the transition from infection toward sepsis in the domain of uncertainty and time-dependency. This now demands that clinical judgment be used in the risk stratification of patients with infection, and that pragmatic local solutions be used to prompt clinicians to evaluate formally for sepsis. We feel it is necessary to stimulate the development of a new generation of concepts and models aiming at embracing uncertainty. We see the opportunity for a heuristic approach focusing on the relevant clinical predictors at hand allowing to navigate the uncertainty of infection diagnosis under time constraints. The diverse and situated clinical approaches eventually emerging need to focus on the understanding of infection as the unbalanced interactions of host, pathogen, and environment. In order extend such approach throughout the patient journey we propose a holistic early warning system underpinned by the risk-based categories of hazards and vulnerabilities iteratively fostered by the information gathered by the infection prevention control and surveillance, clinical microbiology, and clinical chemistry services.
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Affiliation(s)
| | - Giulio Toccafondi
- Clinical Risk Management and Patient Safety Center - GRC, Florence, Italy
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336
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Lonsdale DO, Lipman J. Global personalization of antibiotic therapy in critically ill patients. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2021. [DOI: 10.1080/23808993.2021.1874823] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Dagan O Lonsdale
- Department of Clinical Pharmacology, St George’s, University of London, London, UK
- Department of Critical Care, St George’s University Hospitals NHS Foundation Trust, London, UK
| | - Jeffrey Lipman
- Department of Intensive Care, Royal Brisbane and Women’s Hospital, Brisbane, Australia
- University of Queensland Centre for Clinical Research, The University of Queensland, Brisbane, Australia
- Division of Anaesthesiology Critical Care Emergency and Pain Medicine, Nîmes University Hospital, University of Montpellier, Nîmes, France
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337
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Mazer MB, C Caldwell C, Hanson J, Mannion D, Turnbull IR, Drewry A, Osborne D, Walton A, Blood T, Moldawer LL, Brakenridge S, Remy KE, Hotchkiss RS. A Whole Blood Enzyme-Linked Immunospot Assay for Functional Immune Endotyping of Septic Patients. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2021; 206:23-36. [PMID: 33239423 PMCID: PMC8026772 DOI: 10.4049/jimmunol.2001088] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/02/2020] [Indexed: 12/29/2022]
Abstract
Sepsis initiates simultaneous pro- and anti-inflammatory processes, the pattern and intensity of which vary over time. The inability to evaluate the immune status of patients with sepsis in a rapid and quantifiable manner has undoubtedly been a major reason for the failure of many therapeutic trials. Although there has been considerable effort to immunophenotype septic patients, these methods have often not accurately assessed the functional state of host immunity, lack dynamic range, and are more reflective of molecular processes rather than host immunity. In contrast, ELISpot assay measures the number and intensity of cytokine-secreting cells and has excellent dynamic range with rapid turnaround. We investigated the ability of a (to our knowledge) novel whole blood ELISpot assay and compared it with a more traditional ELISpot assay using PBMCs in sepsis. IFN-γ and TNF-α ELISpot assays on whole blood and PBMCs were undertaken in control, critically ill nonseptic, and septic patients. Whole blood ELISpot was easy to perform, and results were generally comparable to PBMC-based ELISpot. However, the whole blood ELISpot assay revealed that nonmonocyte, myeloid populations are a significant source of ex vivo TNF-α production. Septic patients who died had early, profound, and sustained suppression of innate and adaptive immunity. A cohort of septic patients had increased cytokine production compared with controls consistent with either an appropriate or excessive immune response. IL-7 restored ex vivo IFN-γ production in septic patients. The whole blood ELISpot assay offers a significant advance in the ability to immunophenotype patients with sepsis and to guide potential new immunotherapies.
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Affiliation(s)
- Monty B Mazer
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO 63110
| | - Charles C Caldwell
- Division of Research, Department of Surgery, University of Cincinnati, Cincinnati, OH 45267
- Division of Research, Shriner's Hospital for Children-Cincinnati, Cincinnati, OH 45229
| | - Jodi Hanson
- Cellular Technology, Shaker Heights, OH 44122
| | - Daniel Mannion
- Saint Louis University School of Medicine, St. Louis, MO 63104
| | - Isaiah R Turnbull
- Department of Surgery, Washington University School of Medicine, St. Louis, MO 63110
| | - Anne Drewry
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO 63110
| | - Dale Osborne
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO 63110
| | - Andrew Walton
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO 63110
| | - Tessa Blood
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO 63110
| | - Lyle L Moldawer
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL 32610
| | - Scott Brakenridge
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL 32610
| | - Kenneth E Remy
- Division of Pediatric Critical Care, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110; and
- Division of Pulmonary and Critical Care, Department of Internal Medicine, Washington University School of Medicine, St. Louis, MO 63110
| | - Richard S Hotchkiss
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO 63110;
- Department of Surgery, Washington University School of Medicine, St. Louis, MO 63110
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338
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Ac Lima R, Ferreira RM. Emerging treatments for COVID-19: déjà vu all over again? Biomark Med 2020; 14:1609-1612. [PMID: 33336593 DOI: 10.2217/bmm-2020-0524] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Affiliation(s)
- Ricardo Ac Lima
- Samaritano Hospital, Rua Bambina 98, Botafogo, Rio de Janeiro, RJ 22251-050, Brazil.,Department of General Surgery, Federal University of the State of Rio de Janeiro, Rua Silva Ramos 32, Tijuca, Rio de Janeiro, RJ 20270-330, Brazil
| | - Roberto M Ferreira
- Samaritano Hospital, Rua Bambina 98, Botafogo, Rio de Janeiro, RJ 22251-050, Brazil.,Federal University of Rio de Janeiro, Edson Saad Heart Institute, Rua Rodolpho Paulo Rocco 255, Ilha do Fundão, Rio de Janeiro, RJ 21941-913, Brazil
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339
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Lappalainen M, Hämäläinen S, Romppanen T, Pulkki K, Pyörälä M, Koivula I, Jantunen E, Juutilainen A. Febrile neutropenia in patients with acute myeloid leukemia: Outcome in relation to qSOFA score, C-reactive protein, and blood culture findings. Eur J Haematol 2020; 105:731-740. [PMID: 32740997 DOI: 10.1111/ejh.13500] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 07/24/2020] [Accepted: 07/27/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVES To evaluate quick Sequential Organ Failure Assessment (qSOFA) score during febrile neutropenia (FN) in adult patients receiving intensive chemotherapy for acute myeloid leukemia (AML). METHODS qSOFA score, as well as the association of qSOFA score with ICU admission, infectious mortality, blood culture findings, and C-reactive protein (CRP) measurements during FN were assessed among 125 adult AML patients with 355 FN periods receiving intensive chemotherapy in a tertiary care hospital from November 2006 to December 2018. RESULTS The multivariate model for qSOFA score ≥ 2 included CRP ≥ 150 mg/L on d0-2 [OR 2.9 (95% CI 1.1-7.3), P = .026], Gram-negative bacteremia [OR 2.7 (95% CI 1.1-6.9), P = .034], and treatment according to AML-2003 vs more recent protocols [OR 2.7 (95% CI 1.0-7.4), P = .047]. Age or gender did not gain significance in the model. qSOFA score ≥ 2 was associated with ICU treatment and infectious mortality during FN with sensitivity and specificity of 0.700 and 0.979, and 1.000 and 0.971, respectively. CONCLUSION qSOFA offers a useful tool to evaluate the risk of serious complications in AML patients during FN.
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Affiliation(s)
- Marika Lappalainen
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland.,Institute of Clinical Medicine/Internal Medicine, Faculty of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Sari Hämäläinen
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Tuomo Romppanen
- Institute of Clinical Medicine/Internal Medicine, Faculty of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Kari Pulkki
- Laboratory Division, Turku University Hospital, Clinical Chemistry, Faculty of Medicine, University of Turku, Turku, Finland.,Eastern Finland Laboratory Centre, Kuopio, Finland
| | - Marja Pyörälä
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Irma Koivula
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Esa Jantunen
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland.,Institute of Clinical Medicine/Internal Medicine, Faculty of Medicine, University of Eastern Finland, Kuopio, Finland.,Department of Medicine, North Carelia Central Hospital, Joensuu, Finland
| | - Auni Juutilainen
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland.,Institute of Clinical Medicine/Internal Medicine, Faculty of Medicine, University of Eastern Finland, Kuopio, Finland
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340
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Nijman RG, Jorgensen R, Levin M, Herberg J, Maconochie IK. Management of Children With Fever at Risk for Pediatric Sepsis: A Prospective Study in Pediatric Emergency Care. Front Pediatr 2020; 8:548154. [PMID: 33042929 PMCID: PMC7527403 DOI: 10.3389/fped.2020.548154] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 08/14/2020] [Indexed: 11/26/2022] Open
Abstract
Objective: To study warning signs of serious infections in febrile children presenting to PED, ascertain their risk of having sepsis, and evaluate their management. Design: Prospective observational study. Setting: A single pediatric emergency department (PED). Participants: Febrile children, aged 1 month-16 years, with >= 1 warning signs of sepsis. Interventions and Main outcome measures: Clinical characteristics, including different thresholds for tachycardia and tachypnoea, and their association with (1) delivery of pediatric sepsis 6 (PS6) interventions, (2) final diagnosis of invasive bacterial infection (IBI), (3) the risk for pediatric intensive care unit (PICU) admission, and (4) death. Results: Forty-one percent of 5,156 febrile children had warning signs of sepsis. 1,606 (34%) children had tachypnoea and 1,907 (39%) children had tachycardia when using APLS threshold values. Using the NICE sepsis guidelines thresholds resulted in 1,512 (32%) children having tachypnoea (kappa 0.56) and 2,769 (57%) children having tachycardia (kappa 0.66). Of 1,628 PED visits spanning 1,551 disease episodes, six children (0.4%) had IBI, with one death (0.06%), corresponding with 256 children requiring escalation of care according to sepsis guideline recommendations for each child with IBI. There were five additional PICU admissions (0.4%). 121 (7%) had intravenous antibiotics in PED; 39 children (2%) had an intravenous fluid bolus, inotrope drugs were started in one child. 440 children (27%) were reviewed by a senior clinician. In 4/11 children with IBI or PICU admission or death, PS6 interventions were delivered within 60 min after arriving. 1,062 (65%) visits had no PS6 interventions. Diagnostic performance of vital signs or sepsis criteria for predicting serious illness yielded a large proportion of false positives. Lactataemia was not associated with giving iv fluid boluses (p = 0.19) or presence of serious bacterial infections (p = 0.128). Conclusion: Many febrile children (41%) present with warning signs for sepsis, with only few of them undergoing investigations or treatment for true sepsis. Children with positive isolates in blood or CSF culture presented in a heterogeneous manner, with varying levels of urgency and severity of illness. Delivery of sepsis care can be improved in only a minority of children with IBI or admitted to PICU.
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Affiliation(s)
- Ruud G Nijman
- Department of Paediatric Accident and Emergency, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom.,Section of Paediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Rikke Jorgensen
- Department of Paediatric Accident and Emergency, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom
| | - Michael Levin
- Section of Paediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Jethro Herberg
- Section of Paediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Ian K Maconochie
- Department of Paediatric Accident and Emergency, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom
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341
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Giannoni E, Schlapbach LJ. Editorial: Sepsis in Neonates and Children. Front Pediatr 2020; 8:621663. [PMID: 33330295 PMCID: PMC7728741 DOI: 10.3389/fped.2020.621663] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 11/04/2020] [Indexed: 12/24/2022] Open
Affiliation(s)
- Eric Giannoni
- Department Mother-Woman-Child, Clinic of Neonatology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Luregn J Schlapbach
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia.,Paediatric Intensive Care Unit, Queensland Children's Hospital, Brisbane, QLD, Australia.,Pediatric and Neonatal Intensive Care Unit, Children's Research Center, University Children's Hospital Zurich and University of Zurich, Zurich, Switzerland
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