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Çakır SÇ, Dorum BA, Özkan H, Köksal N, Kocael F, Budak F, Hacımustafaoğlu M, Çelebi S, Kızmaz MA, Sivrikaya Yıldırım C, Üstün Elmas K. Investigation of the Diagnostic Value of Cerebrospinal Fluid and Serum sTREM-1 Levels in Neonatal Meningitis. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1026. [PMID: 39201960 PMCID: PMC11352817 DOI: 10.3390/children11081026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 08/17/2024] [Accepted: 08/20/2024] [Indexed: 09/03/2024]
Abstract
Background: The aim of this study is to investigate the diagnostic value of cerebrospinal fluid (CSF) and serum levels of the soluble form of triggering receptor-1 expressed on myeloid cells (sTREM-1) in neonatal meningitis. Methods: Serum sTREM-1 levels were measured in all neonatal sepsis patients at the start of antibiotic therapy and the 48th hour of treatment. At the beginning of antibiotic therapy, CSF samples were collected for sTREM-1 measurements. Control CSF samples were also collected from the patients with meningitis at the 48th hour of treatment. Results: A total of 77 preterm (50) and term (27) patients with neonatal sepsis were included in the study. There was no significant difference between the CSF sTREM-1 levels of patients with and without meningitis. The CSF sTREM-1 levels of preterm infants with meningitis decreased significantly after treatment (p = 0.038). Although the CSF/serum sTREM-1 ratios tended to increase in babies with meningitis, no significant difference was found between the groups. CSF/serum sTREM-1 ratios (mean ± SD) were 1.42 ± 0.91 and 1.14 ± 0.85 in preterm babies with and without meningitis and 1.15 ± 0.97 and 0.97 ± 0.55 in term babies with and without meningitis, respectively. Conclusions: Serum and CSF sTREM-1 levels increase in patients with neonatal sepsis. CSF s-TREM-1 levels decrease after treatment in preterm infants with meningitis.
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Affiliation(s)
- Salih Çağrı Çakır
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (H.Ö.); (N.K.); (F.K.); (C.S.Y.); (K.Ü.E.)
| | - Bayram Ali Dorum
- Division of Neonatology, Department of Pediatrics, Bursa City Hospital, Bursa 16110, Turkey;
| | - Hilal Özkan
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (H.Ö.); (N.K.); (F.K.); (C.S.Y.); (K.Ü.E.)
| | - Nilgün Köksal
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (H.Ö.); (N.K.); (F.K.); (C.S.Y.); (K.Ü.E.)
| | - Fatma Kocael
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (H.Ö.); (N.K.); (F.K.); (C.S.Y.); (K.Ü.E.)
| | - Ferah Budak
- Department of Immunology, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (F.B.); (M.A.K.)
| | - Mustafa Hacımustafaoğlu
- Division of Pediatric Infectious Disease, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (M.H.); (S.Ç.)
| | - Solmaz Çelebi
- Division of Pediatric Infectious Disease, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (M.H.); (S.Ç.)
| | - Muhammed Ali Kızmaz
- Department of Immunology, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (F.B.); (M.A.K.)
| | - Cansu Sivrikaya Yıldırım
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (H.Ö.); (N.K.); (F.K.); (C.S.Y.); (K.Ü.E.)
| | - Kevser Üstün Elmas
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Bursa Uludag University, Bursa 16059, Turkey; (H.Ö.); (N.K.); (F.K.); (C.S.Y.); (K.Ü.E.)
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Chen X, Li H, Li J, Liu X, Chen L, Chen C, Yuan J, Tao E. The potential role of heparin-binding protein in neonatal sepsis: research progress. Front Cell Infect Microbiol 2024; 14:1422872. [PMID: 39193501 PMCID: PMC11347420 DOI: 10.3389/fcimb.2024.1422872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 07/24/2024] [Indexed: 08/29/2024] Open
Abstract
Neonatal sepsis is a major global health challenge, leading to significant morbidity and mortality in newborns. The search for precise biomarkers for its early prediction in clinical settings has been ongoing, with heparin-binding protein (HBP) emerging as a promising candidate. Originating from granules in neutrophils, HBP is released into the bloodstream in response to infection and plays a pivotal role in the body's inflammatory response. Its significance extends beyond its inflammatory origins; research indicates dynamic changes in HBP levels are strongly linked to reduce in-hospital mortality, offering a prognostic advantage over existing biomarkers. Furthermore, HBP has demonstrated considerable clinical utility in the early diagnosis and stratification of neonatal sepsis, suggesting its potential as a reliable blood marker for early prediction of the disease and its severity. Its application may extend to guiding the judicious use of antibiotics in treating newborns, addressing a critical aspect of neonatal care. Despite these encouraging results, the precise clinical utility of HBP for diagnosing and treating sepsis in neonates still demands further clarification through extensive research. This review delves into the current scientific understanding of HBP's contribution to diagnosing, prognosticating, and treating neonatal sepsis, while considering its future clinical applications.
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Affiliation(s)
| | | | | | | | | | | | | | - Enfu Tao
- Department of Neonatology and Neonatal Intensive Care Unit, Wenling Maternal and Child Health Care Hospital, Wenling, Zhejiang, China
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Eichberger J, Resch E, Resch B. Reliability of IL-6 Alone and in Combination for Diagnosis of Late Onset Sepsis: A Systematic Review. CHILDREN (BASEL, SWITZERLAND) 2024; 11:486. [PMID: 38671704 PMCID: PMC11049321 DOI: 10.3390/children11040486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/13/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024]
Abstract
Diagnosis of neonatal sepsis is difficult due to nonspecific signs and symptoms. Interleukin-6 (IL-6) is a promising marker for neonatal sepsis. We aimed to test the accuracy of IL-6 in neonates after 72 h of life in case of late onset sepsis (LOS). We searched for studies regarding IL-6 accuracy for the diagnosis of LOS between 1990 and 2020 using the PubMed database. Following study selection, the reported IL-6 sensitivities and specificities ranged between 68% and 100% and 28% and 100%, with median values of 85.7% and 82% and pooled values of 88% and 78% (respectively) in the 15 studies including 1306 infants. Subgroup analysis revealed a better sensitivity (87% vs. 82%), but not specificity (both 86%), in preterm infants compared to term infants or mixed populations. Early sample collection revealed the highest sensitivity (84%), but had the lowest specificity (86%). To assess quality, we used a STARD checklist adapted for septic neonates and the QUADAS criteria. Limitations of this review include the heterogeneous group of studies on the one side and the small number of studies on the other side that analyzed different combinations of biomarkers. We concluded that IL-6 demonstrated good performance especially in the preterm infant population and the best results were achieved by measurements at the time of LOS suspicion.
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Affiliation(s)
- Julia Eichberger
- Research Unit for Neonatal Infectious Diseases and Epidemiology, Medical University of Graz, Auenbruggerplatz 34/2, 8036 Graz, Austria; (J.E.); (E.R.)
| | - Elisabeth Resch
- Research Unit for Neonatal Infectious Diseases and Epidemiology, Medical University of Graz, Auenbruggerplatz 34/2, 8036 Graz, Austria; (J.E.); (E.R.)
- Division of Neonatology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Auenbruggerplatz 34/2, 8036 Graz, Austria
| | - Bernhard Resch
- Research Unit for Neonatal Infectious Diseases and Epidemiology, Medical University of Graz, Auenbruggerplatz 34/2, 8036 Graz, Austria; (J.E.); (E.R.)
- Division of Neonatology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Auenbruggerplatz 34/2, 8036 Graz, Austria
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Bernardi L, Bossù G, Dal Canto G, Giannì G, Esposito S. Biomarkers for Serious Bacterial Infections in Febrile Children. Biomolecules 2024; 14:97. [PMID: 38254697 PMCID: PMC10813546 DOI: 10.3390/biom14010097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 12/29/2023] [Accepted: 01/09/2024] [Indexed: 01/24/2024] Open
Abstract
Febrile infections in children are a common cause of presentation to the emergency department (ED). While viral infections are usually self-limiting, sometimes bacterial illnesses may lead to sepsis and severe complications. Inflammatory biomarkers such as C reactive protein (CRP) and procalcitonin are usually the first blood exams performed in the ED to differentiate bacterial and viral infections; nowadays, a better understanding of immunochemical pathways has led to the discovery of new and more specific biomarkers that could play a role in the emergency setting. The aim of this narrative review is to provide the most recent evidence on biomarkers and predictor models, combining them for serious bacterial infection (SBI) diagnosis in febrile children. Literature analysis shows that inflammatory response is a complex mechanism in which many biochemical and immunological factors contribute to the host response in SBI. CRP and procalcitonin still represent the most used biomarkers in the pediatric ED for the diagnosis of SBI. Their sensibility and sensitivity increase when combined, and for this reason, it is reasonable to take them both into consideration in the evaluation of febrile children. The potential of machine learning tools, which represent a real novelty in medical practice, in conjunction with routine clinical and biological information, may improve the accuracy of diagnosis and target therapeutic options in SBI. However, studies on this matter are not yet validated in younger populations, making their relevance in pediatric precision medicine still uncertain. More data from further research are needed to improve clinical practice and decision making using these new technologies.
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Affiliation(s)
| | | | | | | | - Susanna Esposito
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.B.); (G.B.); (G.D.C.); (G.G.)
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Boscarino G, Migliorino R, Carbone G, Davino G, Dell’Orto VG, Perrone S, Principi N, Esposito S. Biomarkers of Neonatal Sepsis: Where We Are and Where We Are Going. Antibiotics (Basel) 2023; 12:1233. [PMID: 37627653 PMCID: PMC10451659 DOI: 10.3390/antibiotics12081233] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/14/2023] [Accepted: 07/20/2023] [Indexed: 08/27/2023] Open
Abstract
Neonatal sepsis is a bacterial bloodstream infection leading to severe clinical manifestations frequently associated with death or irreversible long-term deficits. Antibiotics are the drug of choice to treat sepsis, regardless of age. In neonates, the lack of reliable criteria for a definite diagnosis and the supposition that an early antibiotic administration could reduce sepsis development in children at risk have led to a relevant antibiotic overuse for both prevention and therapy. The availability of biomarkers of neonatal sepsis that could alert the physician to an early diagnosis of neonatal sepsis could improve the short and long-term outcomes of true sepsis cases and reduce the indiscriminate and deleterious use of preventive antibiotics. The main aim of this narrative review is to summarize the main results in this regard and to detail the accuracy of currently used biomarkers for the early diagnosis of neonatal sepsis. Literature analysis showed that, despite intense research, the diagnosis of neonatal sepsis and the conduct of antibiotic therapy cannot be at present decided on the basis of a single biomarker. Given the importance of the problem and the need to reduce the abuse of antibiotics, further studies are urgently required. However, instead of looking for new biomarkers, it seems easier and more productive to test combinations of two or more of the presently available biomarkers. Moreover, studies based on omics technologies should be strongly boosted. However, while waiting for new information, the use of the clinical scores prepared by some scientific institutions could be suggested. Based on maternal risk factors and infant clinical indicators, sepsis risk can be calculated, and a significant reduction in antibiotic consumption can be obtained.
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Affiliation(s)
- Giovanni Boscarino
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (G.B.); (R.M.); (G.C.); (G.D.)
| | - Rossana Migliorino
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (G.B.); (R.M.); (G.C.); (G.D.)
| | - Giulia Carbone
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (G.B.); (R.M.); (G.C.); (G.D.)
| | - Giusy Davino
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (G.B.); (R.M.); (G.C.); (G.D.)
| | | | - Serafina Perrone
- Neonatal Unit, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (V.G.D.); (S.P.)
| | | | - Susanna Esposito
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (G.B.); (R.M.); (G.C.); (G.D.)
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Carcò D, Castorina P, Guardo P, Iachelli V, Pace T, Scirè P, Stanco R, Markovic U, Milone GA, Galbo F, Moschetti G, Martorana E. Combination of Interleukin-6, C-Reactive Protein and Procalcitonin Values as Predictive Index of Sepsis in Course of Fever Episode in Adult Haematological Patients: Observational and Statistical Study. J Clin Med 2022; 11:jcm11226800. [PMID: 36431277 PMCID: PMC9694618 DOI: 10.3390/jcm11226800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/21/2022] [Accepted: 11/14/2022] [Indexed: 11/19/2022] Open
Abstract
Haematological patients represent a vulnerable population to opportunistic infections, mainly due to the disease itself and chemotherapy-induced neutropenia. The level of immune suppression strongly increases the importance of timely antibiotic treatment in order to prevent sepsis-related mortality. During the initial fever episode, serum biomarkers are usually used to estimate the probability of blood stream infection prior to the results of microbial diagnosis. A new serum biomarker combination study on a febrile haematological population, including C-reactive protein (CRP), interleukin-6 (IL-6) and procalcitonin (PCT), is proposed in order to improve their predictive accuracy. In our prospective study, CRP, IL-6 and PCT were evaluated in 34 immunosuppressed haematological patients immediately after the onset of 51 fever episodes, either during the course of standard chemotherapy or high-dose chemotherapy and autologous stem cell transplant. The fever episodes were divided into documented infections and fever alone. Receiver operating characteristic analysis (ROC) was performed for each biomarker and a combination of all three biomarkers (multiROC) to define a new predictive index. Significant differences were evidenced between the two groups (documented infection and no infection) for both PCT and IL-6 (p = 0.03 and p = 0.035, respectively), but none for CRP (p = 0.1). The composite parameter is more reliable than any single biomarker alone, with an area under the curve (AUC) of 79% and with high sensitivity and specificity. IL-6 gave the closest response compared to the composite index. Composite parameters of serum biomarkers could be used for an early diagnosis of infection at fever onset in haematological patients.
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Affiliation(s)
- Daniela Carcò
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
- Correspondence: (D.C.); (E.M.)
| | - Paolo Castorina
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
- Istituto Nazionale Fisica Nucleare, 95125 Catania, Italy
- Faculty of Mathematics and Physics, Charles University, 121 16 Prague, Czech Republic
| | - Paola Guardo
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
| | | | - Tecla Pace
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
| | - Paola Scirè
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
| | - Rosaria Stanco
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
| | - Uros Markovic
- Division of Hematology, Azienda Ospedaliero Universitaria Policlinico “G.Rodolico-San Marco”, 95123 Catania, Italy
| | | | - Federica Galbo
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
| | | | - Emanuele Martorana
- Istituto Oncologico del Mediterraneo, 95029 Viagrande, Italy
- Correspondence: (D.C.); (E.M.)
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Cao I, Lippmann N, Thome UH. The Value of Perinatal Factors, Blood Biomarkers and Microbiological Colonization Screening in Predicting Neonatal Sepsis. J Clin Med 2022; 11:5837. [PMID: 36233706 PMCID: PMC9571877 DOI: 10.3390/jcm11195837] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/22/2022] [Accepted: 09/28/2022] [Indexed: 11/09/2022] Open
Abstract
Background: Neonatal sepsis is one of the most important causes of elevated morbidity and mortality rates in neonatal intensive care units worldwide. While the clinical manifestations of neonatal sepsis tend to be nonspecific, its rapid development and life-threatening potential call for reliable markers for early detection. Methods: We conducted a retrospective single-center study including all neonates suspected of having developed neonatal sepsis from 2013 to 2016. Perinatal and clinical characteristics as well as microbiological and laboratory findings were evaluated. Neonatal sepsis was defined as either culture-proven sepsis (positive blood culture) or clinical sepsis (at least one symptom and elevated C-reactive protein (CRP) concentrations within 72 h with negative blood culture). We further differentiated between early-onset (EOS) and late-onset (LOS) sepsis. Results: Microbiological colonization screening by throat and rectal swabs frequently did not detect the organism that subsequently caused the sepsis. Depending on the age of the newborn with sepsis (EOS or LOS), associations between different anamnestic and clinical factors (prenatal or postnatal ones) were found. In particular, the central−peripheral temperature difference showed a strong association with LOS. Laboratory results useful for the early detection of neonatal sepsis included interleukin-6 (IL-6) and CRP concentrations. Conclusions: Elevated IL-6 >100 ng/L was a strong marker for neonatal sepsis. When choosing the antibiotics for treatment, data from microbiological colonization screening should be considered but not solely relied on. Some indicators of infection also depended on postnatal age.
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Affiliation(s)
- Isabel Cao
- Divison of Neonatology, Center for Pediatric Research, University Hospital for Children, Liebigstraße 20a, 04103 Leipzig, Germany
| | - Norman Lippmann
- Institute for Medical Microbiology and Virology, University of Leipzig, 04103 Leipzig, Germany
| | - Ulrich H. Thome
- Divison of Neonatology, Center for Pediatric Research, University Hospital for Children, Liebigstraße 20a, 04103 Leipzig, Germany
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Chang C, Gao Q, Deng G, Luo K, Zhu H. Diagnostic and prognostic predictive values of triggering receptor expressed on myeloid cell-1 expression in neonatal sepsis: A meta-analysis and systematic review. Front Pediatr 2022; 10:929665. [PMID: 35935355 PMCID: PMC9354627 DOI: 10.3389/fped.2022.929665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 06/28/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE The purpose of this systematic review was to explore the value of the expression level of the triggering receptor expressed on myeloid cell-1 (TREM-1) in the diagnosis and prognosis of neonatal sepsis. METHODS A comprehensive search was performed to identify the diagnostic and prognostic predictive values of the TREM-1 expression level in neonatal sepsis. Based on the retrieval strategy, Cochrane Library, Embase, Ovid, ProQuest, PubMed, Scopus, and Web of Science databases were searched from inception to February 2022. Studies were included if they assessed the accuracy of TREM-1 expression in the diagnosis of neonatal sepsis and distinguished survival and death in neonatal sepsis. Two authors independently evaluated the study and extracted the data, including the first author of the literature, country, total study population, basic population characteristics of the study group and the control group, study design (observational studies), type of sample, sepsis onset, type of biomarker, assay method, cut-off, sensitivity, specificity, true positives (TP), false positives (FP), false negatives (FN), and true negatives (TN). A third party will be consulted if disputed. The accuracy of TREM-1 expression in the diagnosis and prognostic prediction of neonatal sepsis was evaluated by a bivariate mixed-effects model. The source of heterogeneity was explored through meta-regression analysis. RESULTS Thirteen articles that met the research criteria were included in qualitative analysis, and 11 of them were included in quantitative analysis. The pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), and the area under the summary receiver operator characteristic (SROC) curve of soluble TREM-1 (sTREM-1) were 0.94 (95% CI: 0.82, 0.98), 0.87 (95% CI: 0.70, 0.95), 7.36 (95% CI: 2.75, 19.74), 0.07 (95% CI: 0.02, 0.24), 111.71 (95% CI: 13.24, 942.92), and 0.96 (95% CI: 0.94, 0.98), respectively. Meta-regression and subgroup analysis were used to investigate the heterogeneity, owing to non-threshold effects caused by types of test sample and research design. sTREM-1 as a biomarker for distinguishing survival and death in neonates with sepsis had pooled sensitivity, specificity, area under the SROC curve, PLR, NLR, and DOR of 0.95 (95% CI: 0.83, 0.99), 0.98 (95% CI: 0.68, 1.00), 0.99 (95% CI: 0.97, 0.99), 39.28 (95% CI: 2.13, 723.99), 0.05 (95% CI: 0.01, 0.19), and 789.61 (95% CI: 17.53, 35,560.72), respectively. CONCLUSION The study showed that TREM-1 was a potential biomarker for the diagnosis and prognosis of neonatal sepsis. The biggest advantage of this study is that it is the first to comprehensively explore the role of TREM-1 expression in the diagnosis and prognosis of neonatal sepsis. However, there are some limitations in this study, such as the reduced number of clinical studies on TREM-1 expression as a biomarker of neonatal sepsis, regional bias, and differences in detection methods. Hence, more large-scale and high-quality studies are needed to improve diagnostic accuracy. SYSTEMATIC REVIEW REGISTRATION https://www.crd.york.ac.uk/PROSPERO/, identifier: CRD42022338041.
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Affiliation(s)
- Chenyang Chang
- The First Clinical Medical College of Gannan Medical University, Ganzhou, China
| | - Qiannan Gao
- Pediatric Internal Medicine, Children's Medical Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Guoping Deng
- Neonatal/Pediatric Intensive Care Unit, Children's Medical Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Kaiyuan Luo
- The First Clinical Medical College of Gannan Medical University, Ganzhou, China.,Pediatric Internal Medicine, Children's Medical Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.,Neonatal/Pediatric Intensive Care Unit, Children's Medical Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.,Institute of Children's Medical, First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Huifang Zhu
- Neonatal/Pediatric Intensive Care Unit, Children's Medical Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.,Institute of Children's Medical, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.,Ganzhou Key Laboratory of Immunotherapeutic Drugs Developing for Childhood Leukemia, Ganzhou, China.,Basic Medical College of Gannan Medical University, Ganzhou, China.,Department of Pathogenic Biology, School of Basic Medical Sciences, Gannan Medical University, Ganzhou, China
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Eichberger J, Resch B. Reliability of Interleukin-6 Alone and in Combination for Diagnosis of Early Onset Neonatal Sepsis: Systematic Review. Front Pediatr 2022; 10:840778. [PMID: 35402358 PMCID: PMC8984265 DOI: 10.3389/fped.2022.840778] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 02/03/2022] [Indexed: 11/13/2022] Open
Abstract
Neonatal sepsis is a major cause of morbidity and mortality in both preterm and term infants. Early-onset neonatal sepsis (EONS) presents within the first 72 h of life. Diagnosis is difficult as signs and symptoms are non-specific, and inflammatory markers are widely used to confirm or rule out neonatal sepsis. Interleukin-6 (IL-6) is part of the fetal inflammatory response syndrome (FIRS) and therefore an interesting early marker for neonatal sepsis. The main objective for this review was to assess the diagnostic potential of IL-6, alone and in combination, for diagnosis of early neonatal sepsis (EONS) in term and preterm infants, in cord and peripheral blood, and in dependence of timing of sample collection. IL-6 diagnostic accuracy studies for diagnosing EONS published between 1990 and 2020 were retrieved using the PubMed database. We included 31 out of 204 articles evaluating the potential of IL-6 for the diagnosis of EONS in a study population of newborns with culture-proven and/or clinically suspected sepsis. We excluded articles dealing with neonatal bacterial infections other than sepsis and biomarkers other than inflammatory markers, those written in languages other than English or German, studies that did not distinguish between EONS and late-onset sepsis, and animal and in vitro studies. Full-text articles were checked for other relevant studies according to the PRISMA criteria. We identified 31 studies on IL-6 diagnostic accuracy for EONS diagnosis between 1990 and 2020 including a total of 3,276 infants. Sensitivity and specificity were reported, and subgroup analysis was performed. A STARD checklist adapted for neonates with neonatal sepsis was used for quality assessment. The range of IL-6 sensitivity and specificity in neonatal samples was 42.1-100% and 43-100%; the median values were 83 and 83.3%, respectively. IL-6 accuracy was better in preterm infants than in mixed-study populations. Early sample collection at the time of sepsis suspicion had the highest sensitivity when compared to other time points. Cord blood IL-6 had higher diagnostic value compared to peripheral blood. The biomarker combination of IL-6 and CRP was found to be highly sensitive, but poorly specific. Limitations of this review include use of only one database and inclusion of a heterogeneous group of studies and a small number of studies looking at biomarker combinations; a strength of this review is its focus on early-onset sepsis, since type of sepsis was identified as a significant source of heterogeneity in IL-6 diagnostic accuracy studies. We concluded that IL-6 has a good performance as an early diagnostic marker of EONS within a study population of preterm infants, with best results for cord blood IL-6 using cutoff values above 30 pg/ml.
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Affiliation(s)
- Julia Eichberger
- Research Unit for Neonatal Infectious Diseases and Epidemiology, Medical University of Graz, Graz, Austria
| | - Bernhard Resch
- Research Unit for Neonatal Infectious Diseases and Epidemiology, Medical University of Graz, Graz, Austria.,Division of Neonatology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Graz, Austria
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Leligdowicz A, Conroy AL, Hawkes M, Richard-Greenblatt M, Zhong K, Opoka RO, Namasopo S, Bell D, Liles WC, da Costa BR, Jüni P, Kain KC. Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test. Nat Commun 2021; 12:6832. [PMID: 34824252 PMCID: PMC8617180 DOI: 10.1038/s41467-021-27215-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 11/09/2021] [Indexed: 12/29/2022] Open
Abstract
Identifying febrile children at risk of sepsis in low-resource settings can improve survival, but recognition triage tools are lacking. Here we test the hypothesis that measuring circulating markers of immune and endothelial activation may identify children with sepsis at risk of all-cause mortality. In a prospective cohort study of 2,502 children in Uganda, we show that Soluble Triggering Receptor Expressed on Myeloid cells-1 (sTREM-1) measured at first clinical presentation, had high predictive accuracy for subsequent in-hospital mortality. sTREM-1 had the best performance, versus 10 other markers, with an AUROC for discriminating children at risk of death of 0.893 in derivation (95% CI 0.843-0.944) and 0.901 in validation (95% CI 0.856-0.947) cohort. sTREM-1 cutoffs corresponding to a negative likelihood ratio (LR) of 0.10 and a positive LR of 10 classified children into low (1,306 children, 53.1%), intermediate (942, 38.3%) and high (212, 8.6%) risk zones. The estimated incidence of death was 0.5%, 3.9%, and 31.8%, respectively, suggesting sTREM-1 could be used to risk-stratify febrile children. These findings do not attempt to derive a risk prediction model, but rather define sTREM-1 cutoffs as the basis for rapid triage test for all cause fever syndromes in children in low-resource settings.
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Affiliation(s)
- Aleksandra Leligdowicz
- grid.39381.300000 0004 1936 8884Robarts Research Institute, University of Western Ontario, 1151 Richmond St, London, ON N6A 3K7 Canada
| | - Andrea L. Conroy
- grid.257413.60000 0001 2287 3919Department of Pediatrics, Indiana University School of Medicine, 1044 West Walnut St., Building 4, Indianapolis, IN 46202 USA
| | - Michael Hawkes
- grid.17089.37Division of Pediatric Infectious Diseases, 3-593 Edmonton Clinic Health Academy, University of Alberta, Edmonton, AB T6G1C9 Canada
| | - Melissa Richard-Greenblatt
- grid.417184.f0000 0001 0661 1177Toronto General Hospital, University Health Network, Sandra Rotman Centre for Global Health, MaRS Centre, 101 College St. TMDT 10-360A, Toronto, ON M5G 1L7 Canada
| | - Kathleen Zhong
- grid.417184.f0000 0001 0661 1177Toronto General Hospital, University Health Network, Sandra Rotman Centre for Global Health, MaRS Centre, 101 College St. TMDT 10-360A, Toronto, ON M5G 1L7 Canada
| | - Robert O. Opoka
- grid.416252.60000 0000 9634 2734Department of Paediatrics and Child Health, Mulago Hospital and Makerere University, Kampala, Uganda
| | - Sophie Namasopo
- Department of Pediatrics, Kabale District Hospital, Kabale, Uganda
| | - David Bell
- Independent consultant, Issaquah, WA 98027 USA
| | - W. Conrad Liles
- grid.34477.330000000122986657Departments of Medicine, Pathology, Global Health, and Pharmacology, 1959 NE Pacific Street; HSB RR-511, Box 356420, University of Washington, Seattle, WA 98195-6420 USA
| | - Bruno R. da Costa
- grid.415502.7Applied Health Research Centre, Li Ka Shing Knowledge Institute of St Michael’s Hospital, Institute of Health Policy, Management and Evaluation, University of Toronto, 30 Bond St, Toronto, ON M5B 1W8 Canada
| | - Peter Jüni
- grid.415502.7Applied Health Research Centre, Li Ka Shing Knowledge Institute of St Michael’s Hospital, Institute of Health Policy, Management and Evaluation, University of Toronto, 30 Bond St, Toronto, ON M5B 1W8 Canada
| | - Kevin C. Kain
- grid.17063.330000 0001 2157 2938Tropical Disease Unit, Sandra Rotman Centre for Global Health, Toronto General Hospital, University Health Network, Department of Medicine, University of Toronto, MaRS Centre, 101 College St. TMDT 10-360A, Toronto, ON M5G 1L7 Canada
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11
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Alabdulhadi MH, Coolen-Maturi T, Coolen FPA. Nonparametric predictive inference for comparison of two diagnostic tests. COMMUN STAT-THEOR M 2021. [DOI: 10.1080/03610926.2020.1719157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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12
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Duramaz BB, Ankay N, Yesilbas O, Kihtir HS, Yozgat CY, Petmezci MT, Gedikbasi A, Sevketoglu E. Role of soluble triggering receptor expressed in myeloid cells-1 in distinguishing SIRS, sepsis, and septic shock in the pediatric intensive care unit. Arch Pediatr 2021; 28:567-572. [PMID: 34393025 DOI: 10.1016/j.arcped.2021.06.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 12/14/2020] [Accepted: 06/13/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Research into new markers has been intensified for early diagnosis, prognosis, and differentiation of SIRS, sepsis, and septic shock in recent years. This study aimed to investigate the role of soluble triggering receptor expressed in myeloid cells-1 (sTREM-1) and interleukin (IL)-6 in distinguishing between systemic inflammatory response syndrome (SIRS), sepsis, and septic shock in pediatric intensive care unit (PICU) patients. METHODS Between June 2014 and July 2015, 90 consecutive patients who were treated in the PICU were included in this prospective observational study. Patients were divided into four groups: control (n = 23), SIRS (n = 22), sepsis (n = 23), and septic shock (n = 22). All patients were evaluated for white blood cell (WBC), serum C-reactive protein (CRP), procalcitonin (PCT), IL-6, and sTREM-1 levels at 0, 24, and 72 h of admission. The prognostic evaluations were made using the Pediatric Risk of Mortality III (PRISM III) and Pediatric Logistic Organ Dysfunction (PELOD) scores. Patients were evaluated in terms of age, gender, prognosis, pathogen growth in culture, PRISM III and PELOD score, WBC, CRP, PCT, IL-6, and sTREM-1 levels and a comparison was made between groups. RESULTS There was no significant difference between all groups in terms of the 0-, 24-, and 72-h sTREM-1 values (p = 0.761, p = 0.360, and p = 0.822, respectively). CRP and PCT values did not differ between the septic shock, sepsis, and SIRS groups at 0, 24, and 72 h. In the septic shock group, the 0-h IL-6 value was significantly higher than that of the SIRS group (p = 0.025). The 24-h IL-6 value in the septic shock group was significantly higher than the values of the sepsis and SIRS groups (p = 0.048 and p = 0.043, respectively). No significant difference was detected between the septic shock, sepsis, and SIRS groups in terms of IL-6 values at 72 h. CONCLUSION sTREM-1 is not useful for the diagnosis of infection and for distinguishing between sepsis, septic shock, and SIRS since it does not offer a clear diagnostic value for PICU patients, unlike other reliable markers such as WBC, CRP, and PCT. Elevated IL-6 levels may indicate septic shock in PICU patients. More research on sTREM-1 is needed in this setting.
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Affiliation(s)
- Burcu Bursal Duramaz
- Department of Pediatric Infectious Diseases, University of Health Sciences, Kanuni Sultan Suleyman Training and Research Hospital, Istanbul, Turkey
| | - Nermin Ankay
- Department of Pediatrics, Near East University, Lefkosa, Cyprus
| | - Osman Yesilbas
- Department of Pediatric Intensive Care Medicine, Karadeniz Technical University, Trabzon, Turkey
| | - Hasan Serdar Kihtir
- Department of Pediatric Intensive Care Medicine, Antalya Training and Research Hospital, Antalya, Turkey
| | | | - Mey Talip Petmezci
- Department of Pediatric Intensive Care Medicine, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Asuman Gedikbasi
- Institute of Child Health Department of Pediatric Basic Sciences, Division of Medical Genetics, Istanbul University, Istabul Medical Faculty, Istanbul, Turkey
| | - Esra Sevketoglu
- Department of Pediatric Intensive Care Medicine, Bakırköy Sadi Konuk Training and Research Hospital, Istanbul, Turkey
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Berka I, Korček P, Straňák Z. C-Reactive Protein, Interleukin-6, and Procalcitonin in Diagnosis of Late-Onset Bloodstream Infection in Very Preterm Infants. J Pediatric Infect Dis Soc 2021:piab071. [PMID: 34343328 DOI: 10.1093/jpids/piab071] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 07/13/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Late-onset bloodstream infection (LOBSI) is common in very preterm infants. Early and accurate diagnosis is crucial for prognosis and outcome. We aimed to analyze the accuracy of routinely used inflammatory biomarkers in the diagnosis of LOBSI as compared to uninfected controls. METHODS In this single-center, retrospective case-control study, interleukin-6 (IL-6), procalcitonin (PCT), and C-reactive protein (CRP) were routinely measured, when infection was clinically suspected. The definition of LOBSI was based on positive blood culture, clinical signs of infection, and onset more than 72 hours after birth. RESULTS Among 285 enrolled infants, 66 developed LOBSI. IL-6 was superior to other markers, and levels greater than 100 ng/L had a sensitivity of 94% and a specificity of 99% for the presence of LOBSI. Receiver operating characteristic curve of IL-6 had area under the curve of 0.988 (95% CI = 0.975-1.00, P < .001). The negative predictive value of IL-6, CRP, and PCT for optimal cutoff values was 99%, 95%, and 93%, respectively. The logistic regression model of IL-6 > 100 ng/L or CRP > 10 mg/L were successfully predicted LOBSI in 97.9% of cases. CONCLUSIONS The combination of IL-6 and CRP seems to have great potential in routine rapid diagnosis of LOBSI development. High negative predictive value of all tested markers could encourage the early discontinuation of antibiotic treatment.
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Affiliation(s)
- Ivan Berka
- Department of Neonatology, Institute for the Care of Mother and Child-Neonatology, Prague, Czech Republic
- Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Peter Korček
- Department of Neonatology, Institute for the Care of Mother and Child-Neonatology, Prague, Czech Republic
- Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Zbyněk Straňák
- Department of Neonatology, Institute for the Care of Mother and Child-Neonatology, Prague, Czech Republic
- Third Faculty of Medicine, Charles University, Prague, Czech Republic
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14
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Matos ADO, Dantas PHDS, Silva-Sales M, Sales-Campos H. TREM-1 isoforms in bacterial infections: to immune modulation and beyond. Crit Rev Microbiol 2021; 47:290-306. [PMID: 33522328 DOI: 10.1080/1040841x.2021.1878106] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The triggering receptor expressed on myeloid cells 1 (TREM-1) is an innate immunity receptor associated with the amplification of inflammation in sterile and non-sterile inflammatory disorders. Since its first description, the two isoforms of the receptor, membrane and soluble (mTREM-1 and sTREM-1, respectively) have been largely explored in the immunopathogenesis of several bacterial diseases and sepsis. The role of the receptor in these scenarios seems to be at least partly dependent on the source/type of bacteria, host and context. As uncontrolled inflammation is a result of several bacterial infections, the inhibition of the receptor has been considered as a promising approach to treat such conditions. Further, sTREM-1 has been explored as a biomarker for diagnosis and/or prognosis of several bacterial diseases. Therefore, this review aims to provide an updated insight into how the receptor influences and is influenced by bacterial infections, highlighting the advances regarding the use/manipulation of TREM-1 isoforms in biomedical research and clinical practice.
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Affiliation(s)
| | | | - Marcelle Silva-Sales
- Institute of Tropical Pathology and Public Health, Federal University of Goiás, Goiânia, Brazil
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15
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Alonso R, Nakas CT, Carmen Pardo M. A study of indices useful for the assessment of diagnostic markers in non-parametric ROC curve analysis. COMMUN STAT-SIMUL C 2020. [DOI: 10.1080/03610918.2018.1511806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Rosa Alonso
- Department of Statistics and O.R., Complutense University of Madrid, Madrid, Spain
| | - Christos T. Nakas
- Laboratory of Biometry, School of Agriculture, University of Thessaly, Volos, Greece
- University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - M. Carmen Pardo
- Department of Statistics and O.R., Complutense University of Madrid, Madrid, Spain
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16
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Doughty C, O'Driscoll DN, Smith S, O'Currain E, Grant T, O'Hare FM, Culliton M, Watson RWG, O'Neill A, Molloy EJ. Soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) in neonatal sepsis. J Matern Fetal Neonatal Med 2020; 35:2485-2492. [PMID: 32674630 DOI: 10.1080/14767058.2020.1786520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
BACKGROUND Efficient and accurate diagnosis of neonatal sepsis is challenging. The potential impact for a reduction in morbidity and mortality as well as antibiotic usage has stimulated the ongoing search for biomarkers of early sepsis. The objective of this pilot study was to quantify the levels of sTREM-1 and correlate with blood cultures and inflammatory markers in neonates evaluated for sepsis. METHODS Neonates with suspected sepsis were enrolled (n = 83; Preterm n = 35; Term n = 48). Routine bloods for sepsis evaluation were included and plasma sTREM-1 levels were quantified by ELISA. RESULTS Term and preterm neonates (n = 83; Preterm n = 35; Term n = 48) were enrolled and 16 neonates had positive blood cultures (preterm n = 15; term n = 1). sTREM-1 levels were not significantly different in infants with culture-positive or culture-negative sepsis (356 ± 218 pg/mL and 385 ± 254 pg/mL respectively). The immature-to-total granulocyte (I/T) ratio showed a significant positive correlation with sTREM-1 in the preterm group with positive blood cultures. Additionally, sTREM-1 showed a positive correlation with CRP in the preterm group with negative blood cultures. CONCLUSIONS sTREM-1 was associated with traditional markers of inflammation (I/T ratio and CRP). However, in this cohort sTREM-1 did not improve the early detection of neonatal culture-positive sepsis.
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Affiliation(s)
- Catherine Doughty
- Department of Biochemistry, National Maternity Hospital, Dublin, Ireland
| | - David N O'Driscoll
- Department of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland.,Trinity Translational Medicine Institute; Trinity Research in Childhood Centre, Trinity College, Dublin, Ireland
| | - Sile Smith
- Department of Neonatology, National Maternity Hospital, Dublin, Ireland
| | - Eoin O'Currain
- Department of Neonatology, National Maternity Hospital, Dublin, Ireland
| | - Tim Grant
- Centre for Support and Training in Analysis and Research, University College Dublin, Dublin, Ireland
| | - Fiona M O'Hare
- Department of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland.,Trinity Translational Medicine Institute; Trinity Research in Childhood Centre, Trinity College, Dublin, Ireland.,Department of Neonatology, National Maternity Hospital, Dublin, Ireland
| | - Marie Culliton
- Department of Biochemistry, National Maternity Hospital, Dublin, Ireland
| | - R William G Watson
- School of Medicine and Medical Sciences, Conway Institute of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Amanda O'Neill
- School of Medicine and Medical Sciences, Conway Institute of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Eleanor J Molloy
- Department of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland.,Trinity Translational Medicine Institute; Trinity Research in Childhood Centre, Trinity College, Dublin, Ireland.,Department of Neonatology, National Maternity Hospital, Dublin, Ireland.,Department of Neonatology, Coombe Women and Infants' University Hospital, Dublin, Ireland.,Department of Neonatology, Children's Health Ireland at Crumlin and Tallaght, Dublin, Ireland
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17
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Diagnostic and Prognostic Value of IL-6 and sTREM-1 in SIRS and Sepsis in Children. Mediators Inflamm 2020; 2020:8201585. [PMID: 32655314 PMCID: PMC7327583 DOI: 10.1155/2020/8201585] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 05/22/2020] [Accepted: 06/06/2020] [Indexed: 12/25/2022] Open
Abstract
Purpose The aim of this study was to evaluate the diagnostic and prognostic value of IL-6 and sTREM-1 in the course of SIRS and sepsis in children with reference to routinely used CRP and PCT. Methods A prospective study included 180 patients at the ages from 2 months to 18 years hospitalized due to fever from November 2015 to January 2017. Forty-nine children without fever hospitalized due to noninfectious causes formed the control group. IL-6 and sTREM-1 serum concentrations were assessed with the enzyme-linked immunosorbent assay method. Results The mean serum concentrations of all the analyzed biomarkers were statistically significantly higher in the study group compared to the control group. Mean IL-6, sTREM-1, and PCT serum concentrations were statistically significantly higher in the group of patients with SIRS/sepsis compared to the group of feverish patients without diagnosed SIRS (N-SIRS). Based on the ROC curve analysis, it was shown that of all the biomarkers tested, only two—IL-6 and procalcitonin—had potential usefulness in the diagnosis of SIRS/sepsis in children with fever. Conclusion Elevated levels of IL-6 and PCT are important risk factors for the development of SIRS/sepsis in children with fever. It seems that elevated IL-6 baseline serum level may predict a more severe course of febrile illness in children, because based on the ROC curve analysis, it was found that IL-6 is a statistically significant prognostic marker of prolonged fever ≥ 3 days and prolonged hospitalization > 10 days. The assessment of the usefulness of sTREM-1 in the diagnosis of SIRS/sepsis in feverish children requires further research.
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19
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Walker SAN, Cormier M, Elligsen M, Choudhury J, Rolnitsky A, Findlater C, Iaboni D. Development, evaluation and validation of a screening tool for late onset bacteremia in neonates - a pilot study. BMC Pediatr 2019; 19:253. [PMID: 31340780 PMCID: PMC6651932 DOI: 10.1186/s12887-019-1633-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Accepted: 07/16/2019] [Indexed: 11/29/2022] Open
Abstract
Background Clinical and laboratory parameters can aid in the early identification of neonates at risk for bacteremia before clinical deterioration occurs. However, current prediction models have poor diagnostic capabilities. The objective of this study was to develop, evaluate and validate a screening tool for late onset (> 72 h post admission) neonatal bacteremia using common laboratory and clinical parameters; and determine its predictive value in the identification of bacteremia. Methods A retrospective chart review of neonates admitted to a neonatal intensive care unit (NICU) between March 1, 2012 and January 14, 2015 and a prospective evaluation of all neonates admitted between January 15, 2015 and March 30, 2015 were completed. Neonates with late-onset bacteremia (> 72 h after NICU admission) were eligible for inclusion in the bacteremic cohort. Bacteremic patients were matched to non-infected controls on several demographic parameters. A Pearson’s Correlation matrix was completed to identify independent variables significantly associated with infection (p < 0.05, univariate analysis). Significant parameters were analyzed using iterative binary logistic regression to identify the simplest significant model (p < 0.05). The predictive value of the model was assessed and the optimal probability cut-off for bacteremia was determined using a Receiver Operating Characteristic curve. Results Maximum blood glucose, heart rate, neutrophils and bands were identified as the best predictors of bacteremia in a significant binary logistic regression model. The model’s sensitivity, specificity and accuracy were 90, 80 and 85%, respectively, with a false positive rate of 20% and a false negative rate of 9.7%. At the study bacteremia prevalence rate of 51%, the positive predictive value, negative predictive value and negative post-test probability were 82, 89 and 11%, respectively. Conclusion The model developed in the current study is superior to currently published neonatal bacteremia screening tools. Validation of the tool in a historic data set of neonates from our institution will be completed. Electronic supplementary material The online version of this article (10.1186/s12887-019-1633-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sandra A N Walker
- Department of Pharmacy E-302, Sunnybrook Health Sciences Centre (SHSC), 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada. .,Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada.
| | - Melanie Cormier
- Department of Pharmacy E-302, Sunnybrook Health Sciences Centre (SHSC), 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Marion Elligsen
- Department of Pharmacy E-302, Sunnybrook Health Sciences Centre (SHSC), 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | | | | | | | - Dolores Iaboni
- SHSC, Women and Babies Program, Toronto, Ontario, Canada
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20
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Abstract
Sepsis, which kills over 200,000 patients and costs over $20 billion in the United States alone, presents a constant but preventable challenge in the healthcare system. Among the more challenging problems that it presents is misdiagnosis due to conflation with other inflammatory processes, as its mechanisms are identical to those of other inflammatory states. Unfortunately, current biomarker tests can only assess the severity and mortality risk of each case, whereas no single test exists that can predict sepsis prior to the onset of symptoms for the purpose of pre-emptive care and monitoring. We propose that a single test utilizing three, rather than two, biomarkers that appear most quickly in the blood and are the most specific for sepsis rather than trauma, may improve diagnostic accuracy and lead to lessened patient morbidity and mortality. Such a test would vastly improve patient outcomes and quality of life, prevent complications for sepsis survivors, and prevent hospital readmissions, saving the American healthcare system money. This review summarizes the current use of sepsis biomarkers to prognosticate morbidity and mortality, and rejects the current single-biomarker and even combination biomarker tests as non-specific and inaccurate for current patient needs/pro-inflammatory cytokines, general markers of inflammation, and proteins specific to myeloid cells (and therefore to infection) are discussed. Ultimately, the review suggests a three-biomarker test of procalcitonin (PCT), interleukin-6 (IL-6), and soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) to diagnose sepsis before the onset of symptoms.
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21
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Sun B, Liang LF, Li J, Yang D, Zhao XB, Zhang KG. A meta-analysis of interleukin-6 as a valid and accurate index in diagnosing early neonatal sepsis. Int Wound J 2019; 16:527-533. [PMID: 30734480 DOI: 10.1111/iwj.13079] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 01/02/2019] [Accepted: 01/08/2019] [Indexed: 12/26/2022] Open
Abstract
We aimed to systematically assess the overall value of interleukin 6 (IL-6) in diagnosing neonates with sepsis. A systematic literature search was conducted using the following electronic databases: PubMed, Embase, and Cochrane, to identify eligible studies through the index words updated till November 2018. Cross-sectional studies, as well as prospective cohort studies, were included in the above-mentioned group of eligible studies. We also searched the literature sources that had a link to the present study, which were further assessed by heterogeneity through the use of a proper-effects model to calculate pooled weighted specificity, sensitivity, and diagnostic odds ratio (DOR). We also conducted summary receiver operating characteristic (SROC) analyses for neonatal sepsis. In the present meta-analysis, there were 31 studies exploring IL-6 for the diagnostic accuracy of neonatal sepsis. The global specificity and sensitivity of IL-6 for neonatal sepsis were as follows: 88% (95% confidence interval [CI]: 83%-92%) and 82% (95% CI: 77%-86%), respectively. The global positive and negative likelihood ratio of IL-6 in diagnosing neonatal sepsis were 7.03 (95% CI: 4.81-10.26) and 0.20 (95% CI: 0.15-0.26), respectively. The global DOR was 29.54 (95%CI: 18.56-47.04) of IL-6. In addition, the area under the SROC was high for IL-6 (AUC = 0.92; 95% CI: 0.89-0.94). In this study, we performed a systematic review and meta-analysis to assess the diagnostic accuracy studies of IL-6 in diagnosing neonatal sepsis. Our results suggested that IL-6 is a valid and accurate index in diagnosing early neonatal sepsis, but it still needs to be combined with other laboratory tests and specific clinical manifestations.
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Affiliation(s)
- Bo Sun
- Department of Neonatology, Maternity and Child Health Care of Zaozhuang, Zaozhuang, China
| | - Lian-Fang Liang
- Department of Neonatology, Maternity and Child Health Care of Zaozhuang, Zaozhuang, China
| | - Jie Li
- Department of Neonatology, Maternity and Child Health Care of Zaozhuang, Zaozhuang, China
| | - Dan Yang
- Department of Neonatology, Maternity and Child Health Care of Zaozhuang, Zaozhuang, China
| | - Xiao-Bing Zhao
- Department of Pediatrics, Maternity and Child Health Care of Zaozhuang, Zaozhuang, China
| | - Ke-Gang Zhang
- Department of Neonatology, Maternity and Child Health Care of Zaozhuang, Zaozhuang, China
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22
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Bantis LE, Nakas CT, Reiser B. Construction of confidence intervals for the maximum of the Youden index and the corresponding cutoff point of a continuous biomarker. Biom J 2018; 61:138-156. [DOI: 10.1002/bimj.201700107] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2017] [Revised: 07/20/2018] [Accepted: 07/24/2018] [Indexed: 11/06/2022]
Affiliation(s)
- Leonidas E. Bantis
- Department of Biostatistics; University of Kansas Medical Center; Kansas City Kansas USA
| | - Christos T. Nakas
- Laboratory of Biometry, School of Agriculture; University of Thessaly; Nea Ionia Magnesia Greece
- University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern; Bern Switzerland
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Soluble TREM-1 as a predictive factor of neonatal sepsis: a meta-analysis. Inflamm Res 2018; 67:571-578. [PMID: 29644420 DOI: 10.1007/s00011-018-1149-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 03/12/2018] [Accepted: 04/06/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The efficacy of soluble triggering receptor expressed on myeloid cell-1 (TREM-1) in detecting sepsis in adults has already been proven. To date, however, consensus in the field of neonatal sepsis is lacking. The purpose of the present systematic review is to accumulate current evidence in this field. SEARCH STRATEGY We systematically searched Medline (1966-2017), Scopus (2004-2017), Clinicaltrials.gov (2008-2017), EMBASE (1980-2017), Cochrane Central Register of Controlled Trials CENTRAL (1999-2017) and Google Scholar (2004-2017) along with reference lists from included studies. MAIN RESULTS Eight studies were finally included in the present analysis, with a total number of 667 neonates. The estimated sensitivity for the summary point was 0.95 [95% CI (0.81-0.99)] and the specificity was 0.87 [95% CI (0.56-0.97)]. The diagnostic odds ratio was calculated at 132.49 [95% CI (6.85-2560.70)]. Fagan's nomogram demonstrated that the post-test probability increased to 71% and decreased to 2%, when the pre-test probability was set at 25%. However, significant discrepancy was observed in terms of the used cut-offs; therefore, the sensitivity and specificity presented in our meta-analysis should be reviewed with caution, as they may present an overestimation of the actual predictive efficacy of this protein. CONCLUSION Current evidence suggests that sTREM-1 may become a useful biomarker for the prediction of neonatal sepsis. However, the small number of studies and the variation of the threshold values limit its implementation in clinical practice. Future large-scale studies are needed to determine the optimal cut-off value that may discriminate normal levels from those suggestive of the presence of neonatal sepsis.
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Alkan Ozdemir S, Ozer EA, Ilhan O, Sutcuoglu S, Tatlı M. Diagnostic value of urine soluble triggering receptor expressed on myeloid cells (sTREM-1) for late-onset neonatal sepsis in infected preterm neonates. J Int Med Res 2018; 46:1606-1616. [PMID: 29480083 PMCID: PMC6091820 DOI: 10.1177/0300060517749131] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Objective Sepsis is a complex clinical condition caused by a dysregulated immune response to an infection resulting in a fatal outcome. This study aimed to investigate the value of urine soluble triggering receptor expressed on myeloid cells (sTREM-1) for diagnosing culture-proven sepsis in preterm infants. Methods Preterm neonates were evaluated for late-onset sepsis (LOS). Laboratory investigations were performed. Urine sTREM-1 samples and blood cultures were synchronously collected. Using blood culture results, preterm neonates were divided into the culture-proven group and suspected sepsis group. Results A total of preterm 62 infants were included in the study; 31 had culture-proven sepsis and 31 were suspected as having sepsis. There were no significant differences in gestational age, sex, birth weight, and delivery mode between the groups. Neonates in the culture-proven group had significantly higher urine sTREM-1 levels than did those in the suspected sepsis group. Using a cut-off point for a urine sTREM-1 level of 78.5 pg/mL, the sensitivity was 0.90, specificity was 0.78, positive predictive value was 0.68, and negative predictive value was 0.94. Conclusions The present study highlights the role of urine sTREM-1 levels in LOS. Urine sTREM-1 may be a reliable and sensitive marker in detecting sepsis in preterm infants.
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Affiliation(s)
| | - Esra Arun Ozer
- 2 Department of Neonatology, Mugla Sitki Koçman University, Mugla, Turkey
| | - Ozkan Ilhan
- 3 Tepecik Training and Research Hospital, Izmir, Turkey
| | | | - Mansur Tatlı
- 4 Izmir Katip Çelebi University School of Medicine, Department of Neonatology, Izmir, Turkey
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Iroh Tam PY, Bendel CM. Diagnostics for neonatal sepsis: current approaches and future directions. Pediatr Res 2017; 82:574-583. [PMID: 28574980 DOI: 10.1038/pr.2017.134] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 05/24/2017] [Indexed: 12/31/2022]
Abstract
Progress has been made in the reduction of morbidity and mortality from neonatal sepsis. However, diagnosis continues to rely primarily on conventional microbiologic techniques, which can be inaccurate. The objective of this review is to provide the clinician with an overview of the current information available on diagnosing this condition. We review currently available diagnostic approaches for documenting neonatal sepsis and also describe novel approaches for diagnosing infection in neonates who are under development and investigation. Substantial progress has been made with molecular approaches and further development of non-culture-based methods offer promise. The potential ability to incorporate antimicrobial resistance gene testing in addition to pathogen identification may provide a venue to incorporate a predominantly molecular platform into a larger program of neonatal care.
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Pontrelli G, De Crescenzo F, Buzzetti R, Calò Carducci F, Jenkner A, Amodio D, De Luca M, Chiurchiù S, Davies EH, Simonetti A, Ferretti E, Della Corte M, Gramatica L, Livadiotti S, Rossi P. Diagnostic value of soluble triggering receptor expressed on myeloid cells in paediatric sepsis: a systematic review. Ital J Pediatr 2016; 42:44. [PMID: 27116911 PMCID: PMC4847353 DOI: 10.1186/s13052-016-0242-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Accepted: 03/07/2016] [Indexed: 12/12/2022] Open
Abstract
Background Differential diagnosis between sepsis and non-infectious inflammatory disorders demands improved biomarkers. Soluble Triggering Receptor Expression on Myeloid cells (sTREM-1) is an activating receptor whose role has been studied throughout the last decade. We performed a systematic review to evaluate the accuracy of plasma sTREM-1 levels in the diagnosis of sepsis in children with Systemic Inflammatory Response Syndrome (SIRS). Methods A literature search of PubMed, Cochrane Central Register of Controlled Trials, Cumulative Index to Nursing and Allied Health Literature (CINAHL) and ISI Web of Knowledge databases was performed using specific search terms. Studies were included if they assessed the diagnostic accuracy of plasma sTREM-1 for sepsis in paediatric patients with SIRS. Data on sensitivity, specificity, positive predictive value, negative predictive value, area under receiver operating characteristic curve were extracted. The methodological quality of each study was assessed using a checklist based on the Quality Assessment Tool for Diagnostic Accuracy Studies. Results Nine studies comprising 961 patients were included, four of which were in newborns, three in children and two in children with febrile neutropenia. Some data from single studies support a role of sTREM-1 as a diagnostic tool in pediatric sepsis, but cannot be considered conclusive, because a quantitative synthesis was not possible, due to heterogeneity in studies design. Conclusions This systematic review suggests that available data are insufficient to support a role for sTREM in the diagnosis and follow-up of paediatric sepsis. Electronic supplementary material The online version of this article (doi:10.1186/s13052-016-0242-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Giuseppe Pontrelli
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy.
| | - Franco De Crescenzo
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Roberto Buzzetti
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Francesca Calò Carducci
- Immunological and Infectious Disease Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Alessandro Jenkner
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy.,Immunological and Infectious Disease Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Donato Amodio
- Immunological and Infectious Disease Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Maia De Luca
- Immunological and Infectious Disease Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Sara Chiurchiù
- Immunological and Infectious Disease Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Elin Haf Davies
- Paediatric European Network for Treatment of AIDS, Via Giustiniani 3, 35128, Padova, Italy
| | - Alessandra Simonetti
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy.,Immunological and Infectious Disease Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Elena Ferretti
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Martina Della Corte
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Luca Gramatica
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Susanna Livadiotti
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
| | - Paolo Rossi
- Clinical Trial Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy.,Immunological and Infectious Disease Unit, University Department of Paediatrics, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00100, Rome, Italy
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Delanghe JR, Speeckaert MM. Translational research and biomarkers in neonatal sepsis. Clin Chim Acta 2015; 451:46-64. [DOI: 10.1016/j.cca.2015.01.031] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Revised: 01/24/2015] [Accepted: 01/24/2015] [Indexed: 01/22/2023]
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Saldir M, Tunc T, Cekmez F, Cetinkaya M, Kalayci T, Fidanci K, Babacan O, Erdem G, Kocak N, Sari E, Akgul EO, Kul M. Endocan and Soluble Triggering Receptor Expressed on Myeloid Cells-1 as Novel Markers for Neonatal Sepsis. Pediatr Neonatol 2015; 56:415-21. [PMID: 26341458 DOI: 10.1016/j.pedneo.2015.03.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2014] [Revised: 02/12/2015] [Accepted: 03/17/2015] [Indexed: 10/23/2022] Open
Abstract
BACKGROUND Neonatal sepsis is an important cause of neonatal morbidity and mortality in the neonatal intensive care unit. Soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) has been evaluated in sepsis and septic shock, and it was found to be valuable in distinguishing septic cases from nonseptic cases. Endocan is constitutively expressed by endothelial cells, and high levels of endocan may be of relevance for the promotion of systemic inflammation. The aim of this study was to investigate whether the levels of sTREM-1 and endocan were increased in late-onset neonatal sepsis. METHODS Patients were classified into septic and nonseptic groups. Blood was collected from a peripheral vein of all septic newborns and healthy newborns at the time of initial laboratory evaluation before any treatment, and within 48-72 hours after initiation of treatment. Serum sTREM-1 and endocan measurements were performed when the study was finished. RESULTS The study population comprised of 50 neonates: 20 nonseptic neonates and 30 septic neonates. The groups were similar with regards to baseline characteristics. The initial measurements of interleukin-6 (IL-6), sTREM-1, endocan, and immature/total neutrophil ratio (I/T ratio) were significantly higher in septic neonates in comparison with nonseptic neonates. Receiver operating characteristic (ROC) curve analyses revealed that IL-6, sTREM-1, endocan, and I/T ratio resulted in significant areas under the curve (AUC) with respect to early identification of septic neonates. Soluble TREM-1 and IL-6 performed best to distinguish septic neonates from nonseptic neonates. Univariate logistic regression analysis showed that increased IL-6 and sTREM-1 were strong predictors of neonatal late-onset sepsis. CONCLUSION Serum sTREM-1, IL-6, endocan levels, and I/T ratio increased in septic neonates. However, the diagnostic accuracy of circulating sTREM-1 seemed to be better than endocan and I/T ratio, but lower than IL-6.
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Affiliation(s)
- Mehmet Saldir
- Department of Pediatrics, Gulhane Military School of Medicine, Ankara, Turkey
| | - Turan Tunc
- Department of Pediatrics, Division of Neonatology, Gulhane Military School of Medicine, Ankara, Turkey.
| | - Ferhat Cekmez
- Department of Pediatrics, Division of Neonatology, Gulhane Military School of Medicine, Ankara, Turkey
| | - Merih Cetinkaya
- Department of Pediatrics, Division of Neonatology, Istanbul Kanuni Sultan Suleyman Teaching Hospital, Istanbul, Turkey
| | - Tugce Kalayci
- Department of Pediatrics, Division of Neonatology, Istanbul Kanuni Sultan Suleyman Teaching Hospital, Istanbul, Turkey
| | - Kursat Fidanci
- Department of Pediatrics, Gulhane Military School of Medicine, Ankara, Turkey
| | - Oguzhan Babacan
- Department of Pediatrics, Gulhane Military School of Medicine, Ankara, Turkey
| | - Galip Erdem
- Department of Pediatrics, Gulhane Military School of Medicine, Ankara, Turkey
| | - Necmettin Kocak
- Department of Public Health, Gulhane Military School of Medicine, Ankara, Turkey
| | - Erkan Sari
- Department of Pediatrics, Gulhane Military School of Medicine, Ankara, Turkey
| | - Emin Ozgur Akgul
- Department of Clinical Biochemistry, Gulhane Military School of Medicine, Ankara, Turkey
| | - Mustafa Kul
- Department of Pediatrics, Gulhane Haydarpasa Military Hospital, Istanbul, Turkey
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Lemarié J, Barraud D, Gibot S. Host response biomarkers in sepsis: overview on sTREM-1 detection. Methods Mol Biol 2015; 1237:225-239. [PMID: 25319790 DOI: 10.1007/978-1-4939-1776-1_17] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The diagnosis of sepsis, and especially its differentiation from sterile inflammation, may be challenging. TREM-1, the triggering receptor expressed on myeloid cells-1, is an amplifier of the innate immune response. Its soluble form acts as a decoy for the natural TREM-1 ligand and dampens its activation. In this chapter, we review the numerous studies that have evaluated the usefulness of sTREM-1 concentration determination for the diagnosis and the prognosis evaluation of sepsis or localized infection. Nowadays, sandwich ELISA kits are available and the assay is described.
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Affiliation(s)
- Jérémie Lemarié
- Department of Medical Intensive Care, Hôpital Central, 29 avenue du Maréchal de Lattre de Tassigny, 54035, Nancy Cedex, France
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Arízaga-Ballesteros V, Alcorta-García MR, Lázaro-Martínez LC, Amézquita-Gómez JM, Alanís-Cajero JM, Villela L, Castorena-Torres F, Lara-Díaz VJ. Can sTREM-1 predict septic shock & death in late-onset neonatal sepsis? A pilot study. Int J Infect Dis 2014; 30:27-32. [PMID: 25461656 DOI: 10.1016/j.ijid.2014.10.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 10/28/2014] [Accepted: 10/30/2014] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The transmembrane glycoprotein TREM-1 triggers an inflammatory response. Its soluble fraction (sTREM-1) has been shown to have diagnostic accuracy for late-onset neonatal sepsis (LONS). Until now, the potential of sTREM-1 to predict septic shock and/or death in septic neonates has not been explored. This study obtained estimates of the incidence and prevalence of septic shock and/or death in septic neonates for future sample size calculations for confirmatory studies and evaluated the feasibility of using sTREM-1 as a predictor of septic shock and/or death in neonates with LONS criteria. STUDY DESIGN A pilot study with a cross-sectional design was performed from May 1(st) to October 31(st), 2012. The participants were hospitalized neonates who, after three days of life, were diagnosed as having LONS. Plasma sTREM-1 was quantified by ELISA. The main outcome measurement was the development of septic shock and/or death. RESULTS Of 71 eligible subjects, nine (12.7%) progressed to septic shock and/or death. In the LONS-Non-Shock group, the sTREM-1 median and interquartile range (IQR) plasma value were 10 (10 to 70) pg/mL. In the LONS & Shock/Death group, the values were 567 (260 to 649) pg/mL. These values were significantly different (Mann-Whitney's U test, p=0.001). A ROC curve for a proposed sTREM-1 cut-off value of 300 pg/mL exhibited an area under the curve of 0.884 (95% CI=0.73 to 1.0; p<0.0001), with a sensitivity of 0.78 (95% CI=0.46 to 0.94) and specificity of 0.97 (95% CI=0.92 to 0.99); PPV would be 0.78 (95% CI=0.46 to 0.94) and NPV 0.97 (95% CI=0.92 to 0.99). CONCLUSIONS In neonates with LONS, sTREM-1 has the potential to provide an excellent predictive value for septic shock/death. Larger sample sizes are needed to identify the optimal cut-off value of plasma sTREM-1 for this diagnosis and to provide diagnostic accuracy measures.
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Affiliation(s)
- Víctor Arízaga-Ballesteros
- Tecnológico de Monterrey, Escuela de Medicina. Programa Multicéntrico de Residencias Médicas, Neonatología
| | - Mario René Alcorta-García
- Tecnológico de Monterrey, Escuela de Medicina. Programa Multicéntrico de Residencias Médicas, Neonatología
| | | | | | - José Manuel Alanís-Cajero
- Tecnológico de Monterrey, Escuela de Medicina. Programa Multicéntrico de Residencias Médicas, Neonatología
| | - Luis Villela
- Tecnológico de Monterrey, Escuela de Medicina, Dirección de Investigación e Innovación
| | | | - Víctor Javier Lara-Díaz
- Tecnológico de Monterrey, Escuela de Medicina. Programa Multicéntrico de Residencias Médicas, Neonatología; Tecnológico de Monterrey, Escuela de Medicina, Dirección de Investigación e Innovación.
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Bhandari V. Effective Biomarkers for Diagnosis of Neonatal Sepsis. J Pediatric Infect Dis Soc 2014; 3:234-45. [PMID: 26625387 DOI: 10.1093/jpids/piu063] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Accepted: 05/22/2014] [Indexed: 01/05/2023]
Abstract
Infection in neonates continues to be a global problem with significant morbidity and mortality. The diagnosis of neonatal sepsis is complicated by nonspecific clinical symptomatology, a high-false negative rate, and a delay in obtaining blood culture results. An ideal biomarker needs to have a high degree of accuracy in recognizing the presence or absence of definite infection at an early stage, to guide the initiation and duration of antibiotic therapy. The diagnostic utility of the following biomarkers seems to be most practical in the early (interleukin [IL]-6, IL-8, tumor necrosis factor-alpha, neutrophil CD64), mid (procalcitonin) and late (C-reactive protein) phases of neonatal sepsis. Future research studies to assess reliability of these biomarkers should be (1) adequately powered for sample size and (2) use the gold-standard definition of blood-culture proven pathogen-specific sepsis. Significant advances in diagnostic accuracy of novel biomarkers to allow early, accurate, and cost-effective identification of pathogens responsible for neonatal sepsis is anticipated in the next 5 years.
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Affiliation(s)
- Vineet Bhandari
- Division of Perinatal Medicine, Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut
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Adly AA, Ismail EA, Andrawes NG, El-Saadany MA. Circulating soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) as diagnostic and prognostic marker in neonatal sepsis. Cytokine 2014; 65:184-91. [DOI: 10.1016/j.cyto.2013.11.004] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Revised: 10/02/2013] [Accepted: 11/05/2013] [Indexed: 11/16/2022]
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Value of sTREM-1, procalcitonin and CRP as laboratory parameters for postmortem diagnosis of sepsis. J Infect 2013; 67:545-55. [DOI: 10.1016/j.jinf.2013.08.020] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Revised: 07/15/2013] [Accepted: 08/29/2013] [Indexed: 12/12/2022]
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Iskander KN, Osuchowski MF, Stearns-Kurosawa DJ, Kurosawa S, Stepien D, Valentine C, Remick DG. Sepsis: multiple abnormalities, heterogeneous responses, and evolving understanding. Physiol Rev 2013; 93:1247-88. [PMID: 23899564 DOI: 10.1152/physrev.00037.2012] [Citation(s) in RCA: 284] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Sepsis represents the host's systemic inflammatory response to a severe infection. It causes substantial human morbidity resulting in hundreds of thousands of deaths each year. Despite decades of intense research, the basic mechanisms still remain elusive. In either experimental animal models of sepsis or human patients, there are substantial physiological changes, many of which may result in subsequent organ injury. Variations in age, gender, and medical comorbidities including diabetes and renal failure create additional complexity that influence the outcomes in septic patients. Specific system-based alterations, such as the coagulopathy observed in sepsis, offer both potential insight and possible therapeutic targets. Intracellular stress induces changes in the endoplasmic reticulum yielding misfolded proteins that contribute to the underlying pathophysiological changes. With these multiple changes it is difficult to precisely classify an individual's response in sepsis as proinflammatory or immunosuppressed. This heterogeneity also may explain why most therapeutic interventions have not improved survival. Given the complexity of sepsis, biomarkers and mathematical models offer potential guidance once they have been carefully validated. This review discusses each of these important factors to provide a framework for understanding the complex and current challenges of managing the septic patient. Clinical trial failures and the therapeutic interventions that have proven successful are also discussed.
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Affiliation(s)
- Kendra N Iskander
- Department of Pathology, Boston University School of Medicine, Boston, Massachusetts, USA
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Lemarié J, Gibot S. Combinaison de biomarqueurs pour le diagnostic du sepsis en réanimation. MEDECINE INTENSIVE REANIMATION 2013. [DOI: 10.1007/s13546-013-0669-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Diagnostic performance of triggering receptor expressed on myeloid cells-1 and CD64 index as markers of sepsis in preterm newborns. Pediatr Crit Care Med 2013; 14:178-82. [PMID: 23314180 DOI: 10.1097/pcc.0b013e31826e726d] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE CD64 index and triggering receptor expressed on myeloid cells-1 are biomarkers on neutrophil polymorphonuclear cells with crucial role in sepsis. The study aim is to assess diagnostic performance, individually and combined, of CD64 index and triggering receptor expressed on myeloid cells-1 (surface marker/soluble form), in late-onset sepsis of preterm infants. DESIGN Observational study. SETTING Neonatal ICU. PATIENTS Sixteen septic and 16 control preterm infants, gestational age younger than 32 weeks and/or birth weigh less than 1500 g. MEASUREMENT AND MAIN RESULTS Seventy preterm infants, free of sepsis were enrolled into the study. CD64 index and triggering receptor expressed on myeloid cells-1 were measured once between day 5 and 15 of life (T0) and once between day 16 and 25 (T1). At T1, 16 infants were assigned to septic group because of reported signs of sepsis and positive blood culture. From the remaining 54 infants, 16 of them who always remained free of sepsis had a blood sample at T1 and constituted the control group (n = 16). Comparing T1 vs T0, triggering receptor expressed on myeloid cells-1 polymorphonuclear cells percentage was significantly lower (p = 0.002) in septic group but not in control group; soluble triggering receptor expressed on myeloid cells-1 concentration did not show significant differences in both groups; CD64 index significantly increased (p = 0.0004) in septic group, while no difference was found in control group. Comparing septic with control group at T0, no differences were found in any markers. At T1, triggering receptor expressed on myeloid cells-1 polymorphonuclear cells percentage was significantly lower (p = 0.003) and CD64 index was higher (p = 0.00019) in septic infants. Triggering receptor expressed on myeloid cells-1 polymorphonuclear cells receiver operating characteristic curve indicated cutoff 62.12%, sensitivity 56.2%, specificity 93.5%, and area under the curve 0.8. CD64 index receiver operating characteristic curve indicated cutoff 2.85, sensitivity 87.5%, specificity 100%, and area under the curve 0.95. Combination of the two indexes was not useful in increasing individual diagnostic power. CONCLUSIONS Despite limited sample size, CD64 index demonstrated to be a promising biomarker, with high specificity, to diagnose late-onset sepsis. Further investigations are needed to substantiate these findings. Triggering receptor expressed on myeloid cells-1 showed less valuable diagnostic role.
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Schlapbach LJ, Graf R, Woerner A, Fontana M, Zimmermann-Baer U, Glauser D, Giannoni E, Roger T, Müller C, Nelle M, Stocker M. Pancreatic stone protein as a novel marker for neonatal sepsis. Intensive Care Med 2013; 39:754-63. [PMID: 23296629 DOI: 10.1007/s00134-012-2798-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2012] [Accepted: 11/28/2012] [Indexed: 02/02/2023]
Abstract
PURPOSE Early-onset sepsis (EOS) is one of the main causes for the admission of newborns to the neonatal intensive care unit. However, traditional infection markers are poor diagnostic markers of EOS. Pancreatic stone protein (PSP) is a promising sepsis marker in adults. The aim of this study was to investigate whether determining PSP improves the diagnosis of EOS in comparison with other infection markers. METHODS This was a prospective multicentre study involving 137 infants with a gestational age of >34 weeks who were admitted with suspected EOS. PSP, procalcitonin (PCT), soluble human triggering receptor expressed on myeloid cells-1 (sTREM-1), macrophage migration inhibitory factor (MIF) and C-reactive protein (CRP) were measured at admission. Receiver-operating characteristic (ROC) curve analysis was performed. RESULTS The level of PSP in infected infants was significantly higher than that in uninfected ones (median 11.3 vs. 7.5 ng/ml, respectively; p = 0.001). The ROC area under the curve was 0.69 [95 % confidence interval (CI) 0.59-0.80; p < 0.001] for PSP, 0.77 (95 % CI 0.66-0.87; p < 0.001) for PCT, 0.66 (95 % CI 0.55-0.77; p = 0.006) for CRP, 0.62 (0.51-0.73; p = 0.055) for sTREM-1 and 0.54 (0.41-0.67; p = 0.54) for MIF. PSP independently of PCT predicted EOS (p < 0.001), and the use of both markers concomitantly significantly increased the ability to diagnose EOS. A bioscore combining PSP (>9 ng/ml) and PCT (>2 ng/ml) was the best predictor of EOS (0.83; 95 % CI 0.74-0.93; p < 0.001) and resulted in a negative predictive value of 100 % and a positive predictive value of 71 %. CONCLUSIONS In this prospective study, the diagnostic performance of PSP and PCT was superior to that of traditional markers and a combination bioscore improved the diagnosis of sepsis. Our findings suggest that PSP is a valuable biomarker in combination with PCT in EOS.
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Affiliation(s)
- Luregn J Schlapbach
- Neonatal and Pediatric Intensive Care Unit, Department of Paediatrics, University of Berne, Bern, Switzerland.
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Wu Y, Wang F, Fan X, Bao R, Bo L, Li J, Deng X. Accuracy of plasma sTREM-1 for sepsis diagnosis in systemic inflammatory patients: a systematic review and meta-analysis. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2012. [PMID: 23194114 PMCID: PMC3672614 DOI: 10.1186/cc11884] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Introduction Early diagnosis of sepsis is vital to the clinical course and outcome of septic patients. Recently, soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) appears to be a potential marker of infection. The objective of this systematic review and meta-analysis was to evaluate the accuracy of plasma sTREM-1 for sepsis diagnosis in systemic inflammatory patients. Methods A systematic literature search of PubMed, Embase and Cochrane Central Register of Controlled Trials was performed using specific search terms (up to 15 October 2012). Studies were included if they assessed the accuracy of plasma sTREM-1 for sepsis diagnosis in adult patients with systemic inflammatory response syndrome (SIRS) and provided sufficient information to construct a 2 X 2 contingency table. Results Eleven studies with a total of 1,795 patients were included. The pooled sensitivity and specificity was 79% (95% confidence interval (CI), 65 to 89) and 80% (95% CI, 69 to 88), respectively. The positive likelihood ratio, negative likelihood ratio and diagnostic odds ratio were 4.0 (95% CI, 2.4 to 6.9), 0.26 (95% CI, 0.14 to 0.48), and 16 (95% CI, 5 to 46), respectively. The area under the curve of the summary receiver operator characteristic was 0.87 (95% CI, 0.84 to 0.89). Meta-regression analysis suggested that patient sample size and assay method were the main sources of heterogeneity. Publication bias was suggested by an asymmetrical funnel plot (P = 0.02). Conclusions The present meta-analysis showed that plasma sTREM-1 had a moderate diagnostic performance in differentiating sepsis from SIRS. Accordingly, plasma sTREM-1 as a single marker was not sufficient for sepsis diagnosis in systemic inflammatory patients.
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Wagner TA, Gravett CA, Healy S, Soma V, Patterson JC, Gravett MG, Rubens CE. Emerging biomarkers for the diagnosis of severe neonatal infections applicable to low resource settings. J Glob Health 2011; 1. [PMID: 23198120 PMCID: PMC3484779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
More than 500 000 children die each year in low resource settings due to serious neonatal infections. Better diagnostics that can be utilized in these settings to identify infected infants have the potential to significantly reduce neonatal deaths and the associated morbidity. A systematic review was performed and identified more than 250 potential new biomarkers for the diagnosis of serious neonatal infections. Eight of these biomarkers were both high-performance and high-abundance (antithrombin, inter-α inhibitor proteins, interferon-γ inducible protein-10, interleukin-1 receptor antagonist, LPS binding protein, mannose binding lectin, serum amyloid A, resistin, visfatin), and are promising for the diagnosis of serious neonatal infections in low resource settings. Future clinical trials comparing these biomarkers with more traditional biomarkers seem warranted.
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Affiliation(s)
- Thor A. Wagner
- Seattle Children’s, Seattle, Washington, USA,Department of Pediatrics at University of Washington School of Medicine, Seattle, Washington, USA
| | - Courtney A. Gravett
- Global Alliance to Prevent Prematurity and Stillbirth, an initiative of Seattle Children’s, Seattle, Washington, USA
| | - Sara Healy
- Seattle Children’s, Seattle, Washington, USA,Department of Pediatrics at University of Washington School of Medicine, Seattle, Washington, USA,Seattle Biomedical Research Institute, Seattle, Washington, USA
| | - Viju Soma
- Seattle Children’s, Seattle, Washington, USA,Department of Pediatrics at University of Washington School of Medicine, Seattle, Washington, USA
| | - Janna C. Patterson
- Seattle Children’s, Seattle, Washington, USA,Department of Pediatrics at University of Washington School of Medicine, Seattle, Washington, USA
| | - Michael G. Gravett
- Global Alliance to Prevent Prematurity and Stillbirth, an initiative of Seattle Children’s, Seattle, Washington, USA,Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, USA
| | - Craig E. Rubens
- Department of Pediatrics at University of Washington School of Medicine, Seattle, Washington, USA,Global Alliance to Prevent Prematurity and Stillbirth, an initiative of Seattle Children’s, Seattle, Washington, USA
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Abstract
Sepsis is a common cause of morbidity and mortality in intensive care units. There is no gold standard for diagnosing sepsis because clinical and laboratory signs are neither sensitive nor specific enough and microbiological studies often show negative results. The triggering receptor expressed on myeloid cell 1 (TREM-1) is a member of the immunoglobulin superfamily. Its expression is upregulated on phagocytic cells in the presence of bacteria or fungi. This article reports on the potential usefulness of the assessment of the soluble form of TREM-1 in biologic fluids in the diagnosis of infection.
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Affiliation(s)
- Damien Barraud
- Medical ICU, University Hospital of Nancy, Avenue de Lattre de Tassigny, 54000 Nancy, France
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Antonelli M, Azoulay E, Bonten M, Chastre J, Citerio G, Conti G, De Backer D, Gerlach H, Hedenstierna G, Joannidis M, Macrae D, Mancebo J, Maggiore SM, Mebazaa A, Preiser JC, Pugin J, Wernerman J, Zhang H. Year in review in Intensive Care Medicine 2010: III. ARDS and ALI, mechanical ventilation, noninvasive ventilation, weaning, endotracheal intubation, lung ultrasound and paediatrics. Intensive Care Med 2011; 37:394-410. [PMID: 21290103 PMCID: PMC3042109 DOI: 10.1007/s00134-011-2136-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2011] [Accepted: 01/19/2011] [Indexed: 01/10/2023]
Affiliation(s)
- Massimo Antonelli
- Department of Intensive Care and Anesthesiology, Policlinico Universitario A. Gemelli, Università Cattolica del Sacro Cuore, Largo A. Gemelli, 8, 00168, Rome, Italy.
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Garofoli F, Borghesi A, Mazzucchelli I, Tzialla C, Di Comite A, Tinelli C, Manzoni P, Stronati M. Preterm Newborns are Provided with Triggering Receptor Expressed on Myeloid Cells-1. Int J Immunopathol Pharmacol 2010; 23:1297-301. [DOI: 10.1177/039463201002300439] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Triggering receptor expressed on myeloid cells-1 (TREM-1) and soluble fraction (sTREM-1) are useful markers of infection in adults. Neonates, especially preterm infants, are exposed to high risk of sepsis due to the immature immune system and few data are available regarding TREM-1, mainly focused on the soluble form. We therefore decided to investigate the baseline assessment of TREM-1, membrane and soluble receptors, in preterm newborns without clinical or microbiological evidence of infection, in order to precociously measure the possible changes due to sepsis and compare them to the obtained reference values. Fifty-nine newborns were enrolled in the study. Median and Interquartile range of TREM-1 were: in monocytes 96% [94–98] with 71 Mean Fluorescence Intensity (MFI) [50–94]; in PMNs: 80% [68–87]; soluble TREM-1: 29.1 pg/ml [14.55–103.93]. Monocyte expression and soluble TREM-1 concentrations appeared comparable to healthy adults, while not all PMNs expressed this receptor, possibly due to their immaturity. Birth weight negatively correlated with sTREM-1, while there were no statistical significances with gestational age, maternal age, gender, mode of delivery, patent ductus arteriosus, intrauterine growth restriction, premature rupture of membranes and TREM-1 or sTREM-1. We also reported a statistical relationship between monocyte TREM-1 and surfactant administration and between sTREM-1 and antenatal steroid prophylaxis. Even if untrained, the neonatal immune system of preterm newborns is equipped with TREM-1 system, but further studies are needed to evaluate the functionality in newborns.
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Affiliation(s)
- F. Garofoli
- Neonatal Immunology Laboratory, Neonatology and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - A. Borghesi
- Neonatology and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - I. Mazzucchelli
- Neonatal Immunology Laboratory, Neonatology and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
- Department of Internal Medicine and Therapeutic, Pharmacology Section, University of Pavia, Pavia
| | - C. Tzialla
- Neonatology and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - A. Di Comite
- Neonatology and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - C. Tinelli
- Biometric Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - P. Manzoni
- Hospital NICU, Sant'Anna Hospital, Azienda Ospedaliera Regina Margherita-Sant ‘Anna, Torino, Italy
| | - M. Stronati
- Neonatology and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
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