1
|
Zhang W, Jiang H, Wu G, Huang P, Wang H, An H, Liu S, Zhang W. The pathogenesis and potential therapeutic targets in sepsis. MedComm (Beijing) 2023; 4:e418. [PMID: 38020710 PMCID: PMC10661353 DOI: 10.1002/mco2.418] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 10/01/2023] [Accepted: 10/12/2023] [Indexed: 12/01/2023] Open
Abstract
Sepsis is defined as "a life-threatening organ dysfunction caused by dysregulated host systemic inflammatory and immune response to infection." At present, sepsis continues to pose a grave healthcare concern worldwide. Despite the use of supportive measures in treating traditional sepsis, such as intravenous fluids, vasoactive substances, and oxygen plus antibiotics to eradicate harmful pathogens, there is an ongoing increase in both the morbidity and mortality associated with sepsis during clinical interventions. Therefore, it is urgent to design specific pharmacologic agents for the treatment of sepsis and convert them into a novel targeted treatment strategy. Herein, we provide an overview of the molecular mechanisms that may be involved in sepsis, such as the inflammatory response, immune dysfunction, complement deactivation, mitochondrial damage, and endoplasmic reticulum stress. Additionally, we highlight important targets involved in sepsis-related regulatory mechanisms, including GSDMD, HMGB1, STING, and SQSTM1, among others. We summarize the latest advancements in potential therapeutic drugs that specifically target these signaling pathways and paramount targets, covering both preclinical studies and clinical trials. In addition, this review provides a detailed description of the crosstalk and function between signaling pathways and vital targets, which provides more opportunities for the clinical development of new treatments for sepsis.
Collapse
Affiliation(s)
- Wendan Zhang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghaiChina
- Faculty of PediatricsNational Engineering Laboratory for Birth defects prevention and control of key technologyBeijing Key Laboratory of Pediatric Organ Failurethe Chinese PLA General HospitalBeijingChina
| | - Honghong Jiang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghaiChina
- Faculty of PediatricsNational Engineering Laboratory for Birth defects prevention and control of key technologyBeijing Key Laboratory of Pediatric Organ Failurethe Chinese PLA General HospitalBeijingChina
| | - Gaosong Wu
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Pengli Huang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Haonan Wang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Huazhasng An
- Shandong Provincial Key Laboratory for Rheumatic Disease and Translational MedicineThe First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan HospitalJinanShandongChina
| | - Sanhong Liu
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Weidong Zhang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghaiChina
- Department of PhytochemistrySchool of PharmacySecond Military Medical UniversityShanghaiChina
- The Research Center for Traditional Chinese MedicineShanghai Institute of Infectious Diseases and BiosecurityShanghai University of Traditional Chinese MedicineShanghaiChina
- Institute of Medicinal Plant DevelopmentChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| |
Collapse
|
2
|
Buckel M, Maclean P, Knight JC, Lawler PR, Proudfoot AG. Extending the 'host response' paradigm from sepsis to cardiogenic shock: evidence, limitations and opportunities. Crit Care 2023; 27:460. [PMID: 38012789 PMCID: PMC10683227 DOI: 10.1186/s13054-023-04752-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 11/20/2023] [Indexed: 11/29/2023] Open
Abstract
Recent clinical and research efforts in cardiogenic shock (CS) have largely focussed on the restoration of the low cardiac output state that is the conditio sine qua non of the clinical syndrome. This approach has failed to translate into improved outcomes, and mortality has remained static at 30-50%. There is an unmet need to better delineate the pathobiology of CS to understand the observed heterogeneity of presentation and treatment effect and to identify novel therapeutic targets. Despite data in other critical illness syndromes, specifically sepsis, the role of dysregulated inflammation and immunity is hitherto poorly described in CS. High-dimensional molecular profiling, particularly through leukocyte transcriptomics, may afford opportunity to better characterise subgroups of patients with shared mechanisms of immune dysregulation. In this state-of-the-art review, we outline the rationale for considering molecular subtypes of CS. We describe how high-dimensional molecular technologies can be used to identify these subtypes, and whether they share biological features with sepsis and other critical illness states. Finally, we propose how the identification of molecular subtypes of patients may enrich future clinical trial design and identification of novel therapies for CS.
Collapse
Affiliation(s)
- Marie Buckel
- Department of Perioperative Medicine, Bart's Heart Centre, St. Bartholomew's Hospital, London, UK
| | - Patrick Maclean
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Julian C Knight
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
- Chinese Academy of Medical Sciences Oxford Institute, University of Oxford, Oxford, UK
| | - Patrick R Lawler
- Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada
- McGill University Health Centre, McGill University, Montreal, QC, Canada
| | - Alastair G Proudfoot
- Department of Perioperative Medicine, Bart's Heart Centre, St. Bartholomew's Hospital, London, UK.
- Queen Mary University of London, London, UK.
| |
Collapse
|
3
|
Lu Y, Xia W, Miao S, Wang M, Wu L, Xu T, Wang F, Xu J, Mu Y, Zhang B, Pan S. Clinical Characteristics of Severe COVID-19 Patients During Omicron Epidemic and a Nomogram Model Integrating Cell-Free DNA for Predicting Mortality: A Retrospective Analysis. Infect Drug Resist 2023; 16:6735-6745. [PMID: 37873032 PMCID: PMC10590600 DOI: 10.2147/idr.s430101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/13/2023] [Indexed: 10/25/2023] Open
Abstract
Objective This study aimed to investigate the clinical characteristics and risk factors of death in severe coronavirus disease 2019 (COVID-19) during the epidemic of Omicron variants, assess the clinical value of plasma cell-free DNA (cfDNA), and construct a prediction nomogram for patient mortality. Methods The study included 282 patients with severe COVID-19 from December 2022 to January 2023. Patients were divided into survival and death groups based on 60-day prognosis. We compared the clinical characteristics, traditional laboratory indicators, and cfDNA concentrations at admission of the two groups. Univariate and multivariate logistic analyses were performed to identify independent risk factors for death in patients with severe COVID-19. A prediction nomogram for patient mortality was constructed using R software, and an internal validation was performed. Results The median age of the patients included was 80.0 (71.0, 86.0) years, and 67.7% (191/282) were male. The mortality rate was 55.7% (157/282). Age, tracheal intubation, shock, cfDNA, and urea nitrogen (BUN) were the independent risk factors for death in patients with severe COVID-19, and the area under the curve (AUC) for cfDNA in predicting patient mortality was 0.805 (95% confidence interval [CI]: 0.713-0.898, sensitivity 81.4%, specificity 75.6%, and cut-off value 97.67 ng/mL). These factors were used to construct a prediction nomogram for patient mortality (AUC = 0.856, 95% CI: 0.814-0.899, sensitivity 78.3%, and specificity 78.4%), C-index was 0.856 (95% CI: 0.832-0.918), mean absolute error of the calibration curve was 0.007 between actual and predicted probabilities, and Hosmer-Lemeshow test showed no statistical difference (χ2=6.085, P=0.638). Conclusion There was a high mortality rate among patients with severe COVID-19. cfDNA levels ≥97.67 ng/mg can significantly increase mortality. When predicting mortality in patients with severe COVID-19, a nomogram based on age, tracheal intubation, shock, cfDNA, and BUN showed high accuracy and consistency.
Collapse
Affiliation(s)
- Yanfei Lu
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Wenying Xia
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Shuxian Miao
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Min Wang
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Lei Wu
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Ting Xu
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Fang Wang
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Jian Xu
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Yuan Mu
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Bingfeng Zhang
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| | - Shiyang Pan
- Department of Laboratory Medicine, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, People’s Republic of China
- National Key Clinical Department of Laboratory Medicine, Nanjing, People’s Republic of China
| |
Collapse
|
4
|
Hogwood J, Gray E, Mulloy B. Heparin, Heparan Sulphate and Sepsis: Potential New Options for Treatment. Pharmaceuticals (Basel) 2023; 16:271. [PMID: 37259415 PMCID: PMC9959362 DOI: 10.3390/ph16020271] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 01/22/2023] [Accepted: 02/07/2023] [Indexed: 08/31/2023] Open
Abstract
Sepsis is a life-threatening hyperreaction to infection in which excessive inflammatory and immune responses cause damage to host tissues and organs. The glycosaminoglycan heparan sulphate (HS) is a major component of the cell surface glycocalyx. Cell surface HS modulates several of the mechanisms involved in sepsis such as pathogen interactions with the host cell and neutrophil recruitment and is a target for the pro-inflammatory enzyme heparanase. Heparin, a close structural relative of HS, is used in medicine as a powerful anticoagulant and antithrombotic. Many studies have shown that heparin can influence the course of sepsis-related processes as a result of its structural similarity to HS, including its strong negative charge. The anticoagulant activity of heparin, however, limits its potential in treatment of inflammatory conditions by introducing the risk of bleeding and other adverse side-effects. As the anticoagulant potency of heparin is largely determined by a single well-defined structural feature, it has been possible to develop heparin derivatives and mimetic compounds with reduced anticoagulant activity. Such heparin mimetics may have potential for use as therapeutic agents in the context of sepsis.
Collapse
Affiliation(s)
- John Hogwood
- National Institute for Biological Standards and Control, Blanche Lane, South Mimms EN6 3QG, UK
| | - Elaine Gray
- Sackler Institute of Pulmonary Pharmacology, Institute of Pharmaceutical Science, King’s College London, Stamford St., London SE1 9NH, UK
| | - Barbara Mulloy
- Sackler Institute of Pulmonary Pharmacology, Institute of Pharmaceutical Science, King’s College London, Stamford St., London SE1 9NH, UK
| |
Collapse
|
5
|
Nofi CP, Wang P, Aziz M. Chromatin-Associated Molecular Patterns (CAMPs) in sepsis. Cell Death Dis 2022; 13:700. [PMID: 35961978 PMCID: PMC9372964 DOI: 10.1038/s41419-022-05155-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 07/28/2022] [Accepted: 08/01/2022] [Indexed: 01/21/2023]
Abstract
Several molecular patterns have been identified that recognize pattern recognition receptors. Pathogen-associated molecular patterns (PAMPs) and damage-associated molecular patterns (DAMPs) are commonly used terminologies to classify molecules originating from pathogen and endogenous molecules, respectively, to heighten the immune response in sepsis. Herein, we focus on a subgroup of endogenous molecules that may be detected as foreign and similarly trigger immune signaling pathways. These chromatin-associated molecules, i.e., chromatin containing nuclear DNA and histones, extracellular RNA, mitochondrial DNA, telomeric repeat-containing RNA, DNA- or RNA-binding proteins, and extracellular traps, may be newly classified as chromatin-associated molecular patterns (CAMPs). Herein, we review the release of CAMPs from cells, their mechanism of action and downstream immune signaling pathways, and targeted therapeutic approaches to mitigate inflammation and tissue injury in inflammation and sepsis.
Collapse
Affiliation(s)
- Colleen P. Nofi
- grid.250903.d0000 0000 9566 0634Center for Immunology and Inflammation, The Feinstein Institutes for Medical Research, Manhasset, NY USA ,Elmezi Graduate School of Molecular Medicine, Manhasset, NY USA ,grid.512756.20000 0004 0370 4759Department of Surgery, Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY USA
| | - Ping Wang
- grid.250903.d0000 0000 9566 0634Center for Immunology and Inflammation, The Feinstein Institutes for Medical Research, Manhasset, NY USA ,Elmezi Graduate School of Molecular Medicine, Manhasset, NY USA ,grid.512756.20000 0004 0370 4759Department of Surgery, Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY USA ,grid.512756.20000 0004 0370 4759Department of Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY USA
| | - Monowar Aziz
- grid.250903.d0000 0000 9566 0634Center for Immunology and Inflammation, The Feinstein Institutes for Medical Research, Manhasset, NY USA ,Elmezi Graduate School of Molecular Medicine, Manhasset, NY USA ,grid.512756.20000 0004 0370 4759Department of Surgery, Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY USA ,grid.512756.20000 0004 0370 4759Department of Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY USA
| |
Collapse
|
6
|
Jing Q, Leung CHC, Wu AR. Cell-Free DNA as Biomarker for Sepsis by Integration of Microbial and Host Information. Clin Chem 2022; 68:1184-1195. [PMID: 35771673 DOI: 10.1093/clinchem/hvac097] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 05/04/2022] [Indexed: 12/18/2022]
Abstract
BACKGROUND Cell-free DNA (cfDNA) is emerging as a biomarker for sepsis. Previous studies have been focused mainly on identifying blood infections or simply quantifying cfDNA. We propose that by characterizing multifaceted unexplored components, cfDNA could be more informative for assessing this complex syndrome. METHODS We explored multiple aspects of cfDNA in septic and nonseptic intensive care unit (ICU) patients by metagenomic sequencing, with longitudinal measurement and integrative assessment of plasma cfDNA quantity, human cfDNA fragmentation patterns, infecting pathogens, and overall microbial composition. RESULTS Septic patients had significantly increased cfDNA quantity and altered human cfDNA fragmentation pattern. Moreover, human cfDNA fragments appeared to comprise information about cellular oxidative stress and could indicate disease severity. Metagenomic sequencing was more sensitive than blood culture in detecting bacterial infections and allowed for simultaneous detection of viral pathogens. We found differences in microbial composition between septic and nonseptic patients and between survivors and nonsurvivors by 28-day mortality, both on the first day of ICU admission and across the study period. By integrating all the information into a machine learning model, we achieved improved performance in identifying sepsis and prediction of clinical outcome for ICU patients with areas under the curve of 0.992 (95% CI 0.969-1.000) and 0.802 (95% CI 0.605-0.999), respectively. CONCLUSIONS We were able to diagnose sepsis and predict mortality as soon as the first day of ICU admission by integrating multifaceted cfDNA information obtained in a single metagenomic assay; this approach could provide important advantages for clinical management and for improving outcomes in ICU patients.
Collapse
Affiliation(s)
- Qiuyu Jing
- Division of Life Science, Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Chi Hung Czarina Leung
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Angela Ruohao Wu
- Division of Life Science, Hong Kong University of Science and Technology, Hong Kong SAR, China.,Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Hong Kong SAR, China.,Hong Kong Branch of Guangdong Southern Marine Science and Engineering Laboratory (Guangzhou), Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong SAR, China
| |
Collapse
|
7
|
Damodara S, Arora J, Liaw PC, Fox-Robichaud AE, Selvaganapathy PR. Single-step measurement of cell-free DNA for sepsis prognosis using a thread-based microfluidic device. Mikrochim Acta 2022; 189:146. [PMID: 35298718 DOI: 10.1007/s00604-022-05245-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 02/22/2022] [Indexed: 10/18/2022]
Abstract
Cell-free DNA (cfDNA) content in plasma has been studied as a biomarker for sepsis. Recent publications show that the cfDNA content in sepsis patients entering intensive care unit who were likely to survive had a total cfDNA concentration of 1.16 ± 0.13 μg/mL compared to 4.65 ± 0.48 μg/mL of non-survivors. Current methods for measuring cfDNA content in plasma were designed to amplify and measure low concentrations of specific DNA, making them unsuitable for low-cost measurement of total cfDNA content in plasma. Here, we have developed a point of care (POC) device that uses a thread silicone device as a medium to store a fluorescent dye which eliminates the need for preparatory steps, external aliquoting and dispensing of reagents, preconcentration, and external mixing while reducing the detection cost. The device was paired with a portable imaging system with an excitation filter at 472 ± 10 nm and an emission filter of 520 ± 10 nm that can be operated with just 100 mA current supply. The device was demonstrated for use in the quantification of buffered cfDNA samples in a range 1-6 μg/mL with a sensitivity of 5.72 AU/μg/mL and with cfDNA spiked in plasma with a range of 1-3 μg/mL and a sensitivity of 5.43 AU/μg/mL. The results showed that the device could be used as a low-cost, rapid, and portable POC device for differentiating between survivors and non-survivors of sepsis within 20 min.
Collapse
Affiliation(s)
- Sreekant Damodara
- Department of Mechanical Engineering, McMaster University, Hamilton, Canada
| | - Jaskirat Arora
- Department of Medicine, McMaster University, Hamilton, Canada
| | - Patricia C Liaw
- Department of Medicine, McMaster University, Hamilton, Canada
| | | | | | | |
Collapse
|
8
|
Stawski R, Nowak D, Perdas E. Cell-Free DNA: Potential Application in COVID-19 Diagnostics and Management. Viruses 2022; 14:321. [PMID: 35215914 PMCID: PMC8880801 DOI: 10.3390/v14020321] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/28/2022] [Accepted: 02/01/2022] [Indexed: 12/04/2022] Open
Abstract
WHO has declared COVID-19 as a worldwide, public health emergency. The elderly, pregnant women, and people with associated co-morbidities, including pulmonary disease, heart failure, diabetes, and cancer are the most predisposed population groups to infection. Cell-free DNA is a very commonly applied marker, which is elevated in various pathological conditions. However, it has a much higher sensitivity than standard biochemical markers. cfDNA appears to be an effective marker of COVID-19 complications, and also serves as a marker of certain underlying health conditions and risk factors of severe illness during COVID-19 infection. We aimed to present the possible mechanisms and sources of cfDNA released during moderate and severe infections. Moreover, we attempt to verify how efficiently cfDNA increase could be applied in COVID-19 risk assessment and how it corresponds with epidemiological data.
Collapse
Affiliation(s)
- Robert Stawski
- Department of Clinical Physiology, Medical University of Lodz, 92-215 Lodz, Poland;
| | - Dariusz Nowak
- Department of Clinical Physiology, Medical University of Lodz, 92-215 Lodz, Poland;
| | - Ewelina Perdas
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland
| |
Collapse
|
9
|
van der Slikke EC, Star BS, Quinten VM, Ter Maaten JC, Ligtenberg JJM, van Meurs M, Gansevoort RT, Bakker SJL, Chao MR, Henning RH, Bouma HR. Association between oxidized nucleobases and mitochondrial DNA damage with long-term mortality in patients with sepsis. Free Radic Biol Med 2022; 179:156-163. [PMID: 34952158 DOI: 10.1016/j.freeradbiomed.2021.12.305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/17/2021] [Accepted: 12/18/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Sepsis not only leads to short-term mortality during hospitalization, but is also associated with increased mortality during long-term follow-up after hospital discharge. Metabolic stress during sepsis may cause oxidative damage to both nuclear and mitochondrial DNA (mtDNA) and RNA, which could affect long-term health and life span. Therefore, the aim of this study was to assess the association of sepsis with oxidized nucleobases and (mt)DNA damage and long-term all-cause mortality in septic patients. METHODS 91 patients with sepsis who visited the emergency department (ED) of the University Medical Center Groningen between August 2012 and June 2013 were included. Urine and plasma were collected during the ED visit. Septic patients were matched with 91 healthy controls. Death rate was obtained until June 2020.The degree of oxidation of DNA, RNA and free nucleobases were assessed in urine by mass-spectrometry. Lipid peroxidation was assessed in plasma using a TBAR assay. Additionally, plasma levels of mtDNA and damage to mtDNA were determined by qPCR. RESULTS Sepsis patients denoted higher levels of oxidated DNA, RNA, free nucleobases and lipid peroxidation than controls (all p < 0.01). Further, sepsis patients displayed an increase in plasma mtDNA with an increase in mtDNA damage compared to matched controls (p < 0.01). Kaplan meier survival analyses revealed that high degrees of RNA- and nucleobase oxidation were associated with higher long-term all-cause mortality after sepsis (p < 0.01 and p = 0.01 respectively). Of these two, high RNA oxidation was associated with long-term all-cause mortality, independent of adjustment for age, medical history and sepsis severity (HR 1.29 [(1.17-1.41, 95% CI] p < 0.01). CONCLUSIONS Sepsis is accompanied with oxidation of nuclear and mitochondrial DNA and RNA, where RNA oxidation is an independent predictor of long-term all-cause mortality. In addition, sepsis causes mtDNA damage and an increase in cell free mtDNA in plasma.
Collapse
Affiliation(s)
- Elisabeth C van der Slikke
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Bastiaan S Star
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Vincent M Quinten
- Department of Emergency Medicine, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Jan C Ter Maaten
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Jack J M Ligtenberg
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Matijs van Meurs
- Department of Critical Care, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Ron T Gansevoort
- Department of Nephrology, University of Groningen, University Medical Centre Groningen, Groningen, Netherlands
| | - Stephan J L Bakker
- Department of Nephrology, University of Groningen, University Medical Centre Groningen, Groningen, Netherlands
| | - Mu-Rong Chao
- Department of Occupational Safety and Health, Chung Shan Medical University, Taichung, Taiwan; Department of Occupational Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Robert H Henning
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Hjalmar R Bouma
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, the Netherlands; Department of Internal Medicine, University of Groningen, University Medical Center Groningen, the Netherlands.
| |
Collapse
|
10
|
Zhang YY, Ning BT. Signaling pathways and intervention therapies in sepsis. Signal Transduct Target Ther 2021; 6:407. [PMID: 34824200 PMCID: PMC8613465 DOI: 10.1038/s41392-021-00816-9] [Citation(s) in RCA: 92] [Impact Index Per Article: 30.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 10/19/2021] [Accepted: 10/26/2021] [Indexed: 12/12/2022] Open
Abstract
Sepsis is defined as life-threatening organ dysfunction caused by dysregulated host systemic inflammatory and immune response to infection. Over decades, advanced understanding of host-microorganism interaction has gradually unmasked the genuine nature of sepsis, guiding toward new definition and novel therapeutic approaches. Diverse clinical manifestations and outcomes among infectious patients have suggested the heterogeneity of immunopathology, while systemic inflammatory responses and deteriorating organ function observed in critically ill patients imply the extensively hyperactivated cascades by the host defense system. From focusing on microorganism pathogenicity, research interests have turned toward the molecular basis of host responses. Though progress has been made regarding recognition and management of clinical sepsis, incidence and mortality rate remain high. Furthermore, clinical trials of therapeutics have failed to obtain promising results. As far as we know, there was no systematic review addressing sepsis-related molecular signaling pathways and intervention therapy in literature. Increasing studies have succeeded to confirm novel functions of involved signaling pathways and comment on efficacy of intervention therapies amid sepsis. However, few of these studies attempt to elucidate the underlining mechanism in progression of sepsis, while other failed to integrate preliminary findings and describe in a broader view. This review focuses on the important signaling pathways, potential molecular mechanism, and pathway-associated therapy in sepsis. Host-derived molecules interacting with activated cells possess pivotal role for sepsis pathogenesis by dynamic regulation of signaling pathways. Cross-talk and functions of these molecules are also discussed in detail. Lastly, potential novel therapeutic strategies precisely targeting on signaling pathways and molecules are mentioned.
Collapse
Affiliation(s)
- Yun-Yu Zhang
- Department of Pediatric Intensive Care Unit, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, 200127, Shanghai, China
| | - Bo-Tao Ning
- Department of Pediatric Intensive Care Unit, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, 200127, Shanghai, China.
| |
Collapse
|
11
|
Colmer SF, Luethy D, Abraham M, Stefanovski D, Hurcombe SD. Utility of cell-free DNA concentrations and illness severity scores to predict survival in critically ill neonatal foals. PLoS One 2021; 16:e0242635. [PMID: 33901192 PMCID: PMC8075268 DOI: 10.1371/journal.pone.0242635] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 04/13/2021] [Indexed: 11/18/2022] Open
Abstract
Plasma cell-free DNA (cfDNA) levels have been associated with disease and survival status in septic humans and dogs. To date, studies investigating cfDNA levels in association with critical illness in foals are lacking. We hypothesized that cfDNA would be detectable in the plasma of foals, that septic and sick-nonseptic foals would have significantly higher cfDNA levels compared to healthy foals, and that increased cfDNA levels would be associated with non-survival. Animals used include 80 foals of 10 days of age or less admitted to a tertiary referral center between January and July, 2020 were stratified into three categories: healthy (n = 34), sick non-septic (n = 11) and septic (n = 35) based on specific criteria. This was a prospective clinical study. Blood was collected from critically ill foals at admission or born in hospital for cfDNA quantification and blood culture. Previously published sepsis score (SS) and neonatal SIRS score (NSIRS) were also calculated. SS, NSIRS, blood culture status and cfDNA concentrations were evaluated to predict survival. Continuous variables between groups were compared using Kruskal-Wallis ANOVA with Dunn’s post hoc test. Comparisons between two groups were assessed using the Mann-Whitney U-test or Spearman rank for correlations. The performance of cfDNA, sepsis score and NSIRS score to predict survival was assessed by receiver operator characteristic (ROC) curve analysis including area under the curve, sensitivity and specificity using cutoffs. Plasma cfDNA was detectable in all foals. No significant differences in cfDNA concentration were detected between healthy foals and septic foals (P = 0.65) or healthy foals and sick non-septic foals (P = 0.88). There was no significant association between cfDNA and culture status, SS, NSIRS or foal survival. SS (AUC 0.85) and NSIRS (AUC 0.83) were superior to cfDNA (AUC 0.64) in predicting survival. Although cfDNA was detectable in foal plasma, it offers negligible utility to diagnose sepsis or predict survival in critical illness in neonates.
Collapse
Affiliation(s)
- Sarah Florence Colmer
- Department of Clinical Sciences, The University of Pennsylvania School of Veterinary Medicine, New Bolton Center, Philadelphia, Pennsylvania, United States of America
| | - Daniela Luethy
- Department of Clinical Sciences, The University of Pennsylvania School of Veterinary Medicine, New Bolton Center, Philadelphia, Pennsylvania, United States of America
| | - Michelle Abraham
- Department of Clinical Sciences, The University of Pennsylvania School of Veterinary Medicine, New Bolton Center, Philadelphia, Pennsylvania, United States of America
| | - Darko Stefanovski
- Department of Clinical Sciences, The University of Pennsylvania School of Veterinary Medicine, New Bolton Center, Philadelphia, Pennsylvania, United States of America
| | - Samuel David Hurcombe
- Department of Clinical Sciences, The University of Pennsylvania School of Veterinary Medicine, New Bolton Center, Philadelphia, Pennsylvania, United States of America
- * E-mail:
| |
Collapse
|
12
|
Liu JP, Zhang SC, Pan SY. Value of dynamic plasma cell-free DNA monitoring in septic shock syndrome: A case report. World J Clin Cases 2020; 8:200-207. [PMID: 31970188 PMCID: PMC6962064 DOI: 10.12998/wjcc.v8.i1.200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 11/18/2019] [Accepted: 11/30/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Mortality due to septic shock is relatively high. The dynamic monitoring of plasma cell-free DNA (cfDNA) can guide the treatment of septic shock.
CASE SUMMARY Herein, we present a typical case of septic shock syndrome caused by the bacilli Acinetobacter baumannii and Pantoea. The patient complained of abdominal pain, fever and chills upon admission to the Emergency Department. Marked decreases in white blood cells and procalcitonin (PCT) were observed after the patient received continuous renal replacement and extracorporeal membrane oxygenation. Plasma cfDNA levels were consistently high, peaking at 1366.40 ng/mL, as measured by a duplex real-time PCR assay with an internal control, which was developed as a novel method for the accurate quantification of cfDNA. The patient died of septic shock on HD 8, suggesting that cfDNA could be used to monitor disease progression more effectively than PCT and the other inflammatory factors measured in this case.
CONCLUSION CfDNA may be a promising marker that complements other inflammatory factors to monitor disease progression in patients with septic shock.
Collapse
Affiliation(s)
- Jing-Ping Liu
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Shi-Chang Zhang
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Shi-Yang Pan
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| |
Collapse
|
13
|
Ho VP, Kaafarani H, Rattan R, Namias N, Evans H, Zakrison TL. Sepsis 2019: What Surgeons Need to Know. Surg Infect (Larchmt) 2019; 21:195-204. [PMID: 31755816 DOI: 10.1089/sur.2019.126] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The definition of sepsis continues to be as dynamic as the management strategies used to treat this. Sepsis-3 has replaced the earlier systemic inflammatory response syndrome (SIRS)-based diagnoses with the rapid Sequential Organ Failure Assessment (SOFA) score assisting in predicting overall prognosis with regards to mortality. Surgeons have an important role in ensuring adequate source control while recognizing the threat of carbapenem-resistance in gram-negative organisms. Rapid diagnostic tests are being used increasingly for the early identification of multi-drug-resistant organisms (MDROs), with a key emphasis on the multidisciplinary alert of results. Novel, higher generation antibiotic agents have been developed for resistance in ESKCAPE (Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter species) organisms while surgeons have an important role in the prevention of spread. The Study to Optimize Peritoneal Infection Therapy (STOP-IT) trial has challenged the previous paradigm of length of antibiotic treatment whereas biomarkers such as procalcitonin are playing a prominent role in individualizing therapy. Several novel therapies for refractory septic shock, while still investigational, are gaining prominence rapidly (such as vitamin C) whereas others await further clinical trials. Management strategies presented as care bundles continue to be updated by the Surviving Sepsis Campaign, yet still remain controversial in its global adoption. We have broadened our temporal and epidemiologic perspective of sepsis by understanding it both as an acute, time-sensitive, life-threatening illness to a chronic condition that increases the risk of mortality up to five years post-discharge. Artificial intelligence, machine learning, and bedside scoring systems can assist the clinician in predicting post-operative sepsis. The public health role of the surgeon is key. This includes collaboration and multi-disciplinary antibiotic stewardship at a hospital level. It also requires controlling pharmaceutical sales and the unregulated dispensing of antibiotic agents globally through policy initiatives to control emerging resistance through prevention.
Collapse
Affiliation(s)
- Vanessa P Ho
- Division of Trauma, Critical Care, Burns, and Acute Care Surgery, MetroHealth Medical Center, Cleveland, Ohio
| | - Haytham Kaafarani
- Trauma, Emergency Surgery and Surgical Critical Care, Harvard Medical School, Boston, Massachusetts
| | - Rishi Rattan
- Division of Trauma and Surgical Critical Care, University of Miami Miller School of Medicine, Miami, Florida
| | - Nicholas Namias
- Division of Trauma and Surgical Critical Care, University of Miami Miller School of Medicine, Miami, Florida
| | - Heather Evans
- Division of General & Acute Care Surgery, Medical University of South Carolina, Charleston, South Carolina
| | - Tanya L Zakrison
- Section for Trauma and Acute Care Surgery, The University of Chicago Medicine, Chicago, Illinois
| |
Collapse
|
14
|
D-dimer corrected for thrombin and plasmin generation is a strong predictor of mortality in patients with sepsis. BLOOD TRANSFUSION = TRASFUSIONE DEL SANGUE 2019; 18:304-311. [PMID: 31855152 DOI: 10.2450/2019.0175-19] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/16/2019] [Indexed: 11/21/2022]
Abstract
BACKGROUND D-dimer (DD) is the most used fibrin-related marker and has been proposed, either alone or in combination with other variables, as prognostic factor in patients with sepsis. However, DD generation depends on both coagulation and fibrinolysis, meaning that it may give false negative results in conditions associated with marked fibrinolytic inhibition such as sepsis. In this study, we tested whether correction of DD for thrombin and plasmin generation could improve its prognostic significance in septic patients. MATERIAL AND METHODS We performed a nested study in 269 septic patients from the ALBIOS trial. DD, prothrombin fragment 1+2 (F1+2) and plasmin-antiplasmin complex (PAP) were assayed at day 1. Corrected DD (DDcorr) was calculated by the formula DD×PAP/F1+2, such that the lower the DDcorr the greater the imbalance in favour of fibrin formation over fibrin lysis, and vice-versa. Primary outcome was 90-day mortality. RESULTS DDcorr showed a J-shaped relationship with mortality, which was highest in the first DDcorr tertile (low fibrinolysis), intermediate in the 3rd (high fibrinolysis), and lowest in the 2nd (balanced fibrinolysis), suggesting an increased risk whenever the coagulation-fibrinolysis balance is tilted (p<0.0001). Neither DD, nor PAP or F1+2 showed a comparable association with mortality. DDcorr was an independent prognostic factor in multivariable Cox models and significantly improved risk stratification (cNRI≥0.28). Finally, by combining DDcorr and SOFA tertiles, we developed a score with high discriminatory power. DISCUSSION DDcorr is a good marker of the in vivo coagulation-fibrinolysis balance and displays a prognostic value in sepsis much higher than DD.
Collapse
|
15
|
Stawski R, Walczak K, Perdas E, Wlodarczyk A, Sarniak A, Kosielski P, Meissner P, Budlewski T, Padula G, Nowak D. Decreased integrity of exercise-induced plasma cell free nuclear DNA - negative association with the increased oxidants production by circulating phagocytes. Sci Rep 2019; 9:15970. [PMID: 31685910 PMCID: PMC6828751 DOI: 10.1038/s41598-019-52409-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 10/12/2019] [Indexed: 12/21/2022] Open
Abstract
Strenuous exercise increases circulating cell free DNA (cfDNA) and stimulates blood phagocytes to generate reactive oxygen species (ROS) which may induce DNA strand breaks. We tested whether: (A) elevated cfDNA in response to three repeated bouts of exhaustive exercise has decreased integrity; (B) each bout of exercise increases luminol enhanced whole blood chemiluminescence (LBCL) as a measure of ROS production by polymorphonuclear leukocytes. Eleven men performed three treadmill exercise tests to exhaustion separated by 72 hours of resting. Pre- and post-exercise concentrations and integrity of cf nuclear and mitochondrial DNA (cf n-DNA, cf mt-DNA) and resting (r) and fMLP (n-formyl-methionyl-leucyl-phenylalanine)-stimulated LBCL were determined. Each bout increased concentrations of cf n-DNA by more than 10-times which was accompanied by about 2-times elevated post-exercise rLBCL and fMLP-LBCL. Post-exercise cf n-DNA integrity (integrity index, I229/97) decreased after the first (0.59 ± 0.19 vs. 0.48 ± 0.18) and second (0.53 ± 0.14 vs. 0.44 ± 0.17) bout of exercise. There were negative correlations between I229/97 and rLBCL (ƍ = –0.37), and I229/97 and fMLP-LBCL (ƍ = –0.40) – analysis of pooled pre- and post-exercise data (n = 66). cf mt- DNA integrity (I218/78) did not alter in response to exercise. This suggests an involvement of phagocyte ROS in cf n-DNA strand breaks in response to exhaustive exercise.
Collapse
Affiliation(s)
- Robert Stawski
- Department of Clinical Physiology, Medical University of Lodz, Lodz, Poland
| | - Konrad Walczak
- Department of Internal Medicine and Nephrodiabetology, Medical University of Lodz, Lodz, Poland
| | - Ewelina Perdas
- Department of Cardiovascular Physiology, Faculty of Medicine, Medical University of Lodz, Lodz, Poland
| | - Anna Wlodarczyk
- Department of Sleep Medicine and Metabolic Disorders, Medical University of Lodz, Lodz, Poland
| | - Agata Sarniak
- Department of General Physiology, Medical University of Lodz, Lodz, Poland
| | - Piotr Kosielski
- Academic Laboratory of Movement and Human Physical Performance, Medical University of Lodz, Lodz, Poland
| | - Pawel Meissner
- Academic Laboratory of Movement and Human Physical Performance, Medical University of Lodz, Lodz, Poland
| | - Tomasz Budlewski
- Department of Rheumatology, Medical University of Lodz, University Hospital name of the Military Medical Academy-Central Hospital Veterans of Lodz Ul. Pieniny 30, 92-115, Łódź, Poland
| | - Gianluca Padula
- Academic Laboratory of Movement and Human Physical Performance, Medical University of Lodz, Lodz, Poland
| | - Dariusz Nowak
- Department of Clinical Physiology, Medical University of Lodz, Lodz, Poland.
| |
Collapse
|
16
|
Nikolakopoulou Z, Hector LR, Creagh-Brown BC, Evans TW, Quinlan GJ, Burke-Gaffney A. Plasma S100A8/A9 heterodimer is an early prognostic marker of acute kidney injury associated with cardiac surgery. Biomark Med 2019; 13:205-218. [PMID: 30810341 DOI: 10.2217/bmm-2018-0238] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
AIM We investigated whether plasma levels of the inflammation marker S100A8/A9, could predict acute kidney injury (AKI) onset in patients undergoing cardiac surgery necessitating cardiopulmonary bypass (CPB). PATIENTS & METHODS Plasma levels of S100A8/A9 and other neutrophil cytosolic proteins were measured in 39 patients pre- and immediately post-CPB. RESULTS All markers increased significantly post-CPB with S100A8/A9, S100A12 and myeloperoxidase levels significantly higher in patients who developed AKI within 7 days. S100A8/A9 had good prognostic utility for AKI, with an area under the receiver operating characteristic curve of 0.81 (95% CI: 0.676-0.949) and a cut-off value of 10.6 μg/ml (85.7% sensitivity and 75% specificity) irrespective of age. CONCLUSION Plasma S100A8/A9 levels immediately after cardiac surgery, can predict onset of AKI, irrespective of age.
Collapse
Affiliation(s)
- Zacharoula Nikolakopoulou
- Vascular Biology, Cardiovascular Sciences, National Heart & Lung Institute Division, Faculty of Medicine, Imperial College London, London, SW3 6LY, UK
| | - Lauren R Hector
- Vascular Biology, Cardiovascular Sciences, National Heart & Lung Institute Division, Faculty of Medicine, Imperial College London, London, SW3 6LY, UK
| | - Benedict C Creagh-Brown
- Vascular Biology, Cardiovascular Sciences, National Heart & Lung Institute Division, Faculty of Medicine, Imperial College London, London, SW3 6LY, UK
| | - Timothy W Evans
- National Institute for Health Research Respiratory Biomedical Research Unit, Royal Brompton & Harefield NHS Foundation Trust, London, SW3 6NP, UK
| | - Gregory J Quinlan
- Vascular Biology, Cardiovascular Sciences, National Heart & Lung Institute Division, Faculty of Medicine, Imperial College London, London, SW3 6LY, UK
| | - Anne Burke-Gaffney
- Vascular Biology, Cardiovascular Sciences, National Heart & Lung Institute Division, Faculty of Medicine, Imperial College London, London, SW3 6LY, UK
| |
Collapse
|
17
|
Duplessis C, Gregory M, Frey K, Bell M, Truong L, Schully K, Lawler J, Langley RJ, Kingsmore SF, Woods CW, Rivers EP, Jaehne AK, Quackenbush EB, Fowler VG, Tsalik EL, Clark D. Evaluating the discriminating capacity of cell death (apoptotic) biomarkers in sepsis. J Intensive Care 2018; 6:72. [PMID: 30459950 PMCID: PMC6234551 DOI: 10.1186/s40560-018-0341-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 10/10/2018] [Indexed: 11/10/2022] Open
Abstract
Background Sepsis biomarker panels that provide diagnostic and prognostic discrimination in sepsis patients would be transformative to patient care. We assessed the mortality prediction and diagnostic discriminatory accuracy of two biomarkers reflective of cell death (apoptosis), circulating cell-free DNA (cfDNA), and nucleosomes. Methods The cfDNA and nucleosome levels were assayed in plasma samples acquired in patients admitted from four emergency departments with suspected sepsis. Subjects with non-infectious systemic inflammatory response syndrome (SIRS) served as controls. Samples were acquired at enrollment (T0) and 24 h later (T24). We assessed diagnostic (differentiating SIRS from sepsis) and prognostic (28-day mortality) predictive power. Models incorporating procalcitonin (diagnostic prediction) and APACHE II scores (mortality prediction) were generated. Results Two hundred three subjects were included (107 provided procalcitonin measurements). Four subjects exhibited uncomplicated sepsis, 127 severe sepsis, 35 septic shock, and 24 had non-infectious SIRS. There were 190-survivors and 13 non-survivors. Mortality prediction models using cfDNA, nucleosomes, or APACHEII yielded AUC values of 0.61, 0.75, and 0.81, respectively. A model combining nucleosomes with the APACHE II score improved the AUC to 0.84. Diagnostic models distinguishing sepsis from SIRS using procalcitonin, cfDNA(T0), or nucleosomes(T0) yielded AUC values of 0.64, 0.65, and 0.63, respectively. The three parameter model yielded an AUC of 0.74. Conclusions To our knowledge, this is the first head-to-head comparison of cfDNA and nucleosomes in diagnosing sepsis and predicting sepsis-related mortality. Both cfDNA and nucleosome concentrations demonstrated a modest ability to distinguish sepsis survivors and non-survivors and provided additive diagnostic predictive accuracy in differentiating sepsis from non-infectious SIRS when integrated into a diagnostic prediction model including PCT and APACHE II. A sepsis biomarker strategy incorporating measures of the apoptotic pathway may serve as an important component of a sepsis diagnostic and mortality prediction tool.
Collapse
Affiliation(s)
- Christopher Duplessis
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| | - Michael Gregory
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| | - Kenneth Frey
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| | - Matthew Bell
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| | - Luu Truong
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| | - Kevin Schully
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| | - James Lawler
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| | - Raymond J Langley
- 2Department of Pharmacology and Center for Lung Biology, University of South Alabama College of Medicine, Mobile, USA
| | - Stephen F Kingsmore
- 3Rady Pediatric Genomic and Systems Medicine Institute, Rady Children's Hospital, Encinitas, USA
| | - Christopher W Woods
- 4Division of Infectious Diseases and International Health, Department of Medicine, Duke University School of Medicine, Durham, USA.,5Center for Applied Genomics and Precision Medicine, Department of Medicine, Duke University School of Medicine, Durham, USA.,6Section on Infectious Diseases, Durham Veteran's Affairs Medical Center, Durham, USA
| | - Emanuel P Rivers
- 7Department of Emergency Medicine, Henry Ford Hospital, Wayne State University, Detroit, USA
| | - Anja K Jaehne
- 7Department of Emergency Medicine, Henry Ford Hospital, Wayne State University, Detroit, USA
| | - Eugenia B Quackenbush
- 8Department of Emergency Medicine, University of North Carolina Health Care, Chapel Hill, USA
| | - Vance G Fowler
- 4Division of Infectious Diseases and International Health, Department of Medicine, Duke University School of Medicine, Durham, USA
| | - Ephraim L Tsalik
- 4Division of Infectious Diseases and International Health, Department of Medicine, Duke University School of Medicine, Durham, USA.,5Center for Applied Genomics and Precision Medicine, Department of Medicine, Duke University School of Medicine, Durham, USA.,9Emergency Medicine Service, Durham Veteran's Affairs Medical Center, Durham, USA
| | - Danielle Clark
- 1Biological Defense Research Directorate, Naval Medical Research Center, 503 Robert Grant Avenue, Silver Spring, MD 20910 USA
| |
Collapse
|
18
|
Devall VC, Goggs R, Hansen C, Frye CW, Letendre JA, Wakshlag JJ. Serum myoglobin, creatine kinase, and cell-free DNA in endurance sled dogs and sled dogs with clinical rhabdomyolysis. J Vet Emerg Crit Care (San Antonio) 2018; 28:310-316. [PMID: 29898248 DOI: 10.1111/vec.12731] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Revised: 10/14/2016] [Accepted: 11/01/2016] [Indexed: 12/01/2022]
Abstract
OBJECTIVE To evaluate whether cell-free DNA (cfDNA) concentrations are increased in dogs with exertional rhabdomyolysis and whether concentrations are correlated with serum myoglobin concentration and creatine kinase activity. DESIGN Observational cohort study. SETTING Yukon Quest 1,000-mile International Sled Dog Race 2015. ANIMALS Twelve normal competitive sled dogs; 5 dogs with rhabdomyolysis. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Blood was collected from all confirmed cases of exertional rhabdomyolysis and compared to the winning team at the midrace point. Results indicate that median cfDNA did not increase, but decreased by the race finish (prerace = 314.2 ng/mL versus midrace = 283.7 ng/mL versus postrace = 249.5 ng/mL). There were no rises in median cfDNA in dogs with rhabdomyolysis (255 ng/mL) negating its potential utility as a measure of acute skeletal muscle compromise. In contrast, myoglobin concentration and creatine kinase activity at the midrace point for normal dogs were significantly lower than dogs with rhabdomyolysis. Values for myoglobin and creatine kinase were strongly positively correlated (R = 0.91). CONCLUSIONS cfDNA is not a useful biomarker for exertional rhabdomyolysis in contrast to myoglobin and creatine kinase. Further evaluation of timing and clinical signs suggests that exertional rhabdomyolysis occurs early in endurance activities. Among the dogs with rhabdomyolysis, the dog that demonstrated clinical signs had the highest serum creatine kinase activity and myoglobin concentration.
Collapse
Affiliation(s)
| | - Robert Goggs
- The Department of Clinical Sciences Cornell, University College of Veterinary Medicine, Ithaca, NY, 14853
| | - Christina Hansen
- The Department of Biology and Wildlife Management, the University of Alaska, Fairbanks, AK, 99709
| | - Christopher W Frye
- The Department of Clinical Sciences Cornell, University College of Veterinary Medicine, Ithaca, NY, 14853
| | - Jo-Annie Letendre
- The Department of Clinical Sciences Cornell, University College of Veterinary Medicine, Ithaca, NY, 14853
| | - Joseph J Wakshlag
- The Department of Clinical Sciences Cornell, University College of Veterinary Medicine, Ithaca, NY, 14853
| |
Collapse
|
19
|
Zeng L, Kang R, Zhu S, Wang X, Cao L, Wang H, Billiar TR, Jiang J, Tang D. ALK is a therapeutic target for lethal sepsis. Sci Transl Med 2018; 9:9/412/eaan5689. [PMID: 29046432 DOI: 10.1126/scitranslmed.aan5689] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 06/30/2017] [Accepted: 09/22/2017] [Indexed: 12/13/2022]
Abstract
Sepsis, a life-threatening organ dysfunction caused by infection, is a major public health concern with limited therapeutic options. We provide evidence to support a role for anaplastic lymphoma kinase (ALK), a tumor-associated receptor tyrosine kinase, in the regulation of innate immunity during lethal sepsis. The genetic disruption of ALK expression diminishes the stimulator of interferon genes (STING)-mediated host immune response to cyclic dinucleotides in monocytes and macrophages. Mechanistically, ALK directly interacts with epidermal growth factor receptor (EGFR) to trigger serine-threonine protein kinase AKT phosphorylation and activate interferon regulatory factor 3 (IRF3) and nuclear factor κB (NF-κB) signaling pathways, enabling STING-dependent rigorous inflammatory responses. Moreover, pharmacological or genetic inhibition of the ALK-STING pathway confers protection against lethal endotoxemia and sepsis in mice. The ALK pathway is up-regulated in patients with sepsis. These findings uncover a key role for ALK in modulating the inflammatory signaling pathway and shed light on the development of ALK-targeting therapeutics for lethal systemic inflammatory disorders.
Collapse
Affiliation(s)
- Ling Zeng
- State Key Laboratory of Trauma, Burns and Combined Injury, Research Institute of Surgery, Research institute for Traffic Medicine of People's Liberation Army, Daping Hospital, Third Military Medical University, Chongqing 400042, China.,The Third Affiliated Hospital, Center for DAMP Biology, Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, Key Laboratory of Protein Modification and Degradation of Guangdong Higher Education Institutes, Guangzhou Medical University, Guangzhou, Guangdong 510510, China.,Department of Surgery, University of Pittsburgh, Pittsburgh, PA 15219, USA
| | - Rui Kang
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA 15219, USA
| | - Shan Zhu
- The Third Affiliated Hospital, Center for DAMP Biology, Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, Key Laboratory of Protein Modification and Degradation of Guangdong Higher Education Institutes, Guangzhou Medical University, Guangzhou, Guangdong 510510, China
| | - Xiao Wang
- State Key Laboratory of Trauma, Burns and Combined Injury, Research Institute of Surgery, Research institute for Traffic Medicine of People's Liberation Army, Daping Hospital, Third Military Medical University, Chongqing 400042, China
| | - Lizhi Cao
- Department of Pediatrics, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Haichao Wang
- Laboratory of Emergency Medicine, North Shore University Hospital and The Feinstein Institute for Medical Research, Manhasset, NY 11030, USA
| | - Timothy R Billiar
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA 15219, USA
| | - Jianxin Jiang
- State Key Laboratory of Trauma, Burns and Combined Injury, Research Institute of Surgery, Research institute for Traffic Medicine of People's Liberation Army, Daping Hospital, Third Military Medical University, Chongqing 400042, China.
| | - Daolin Tang
- The Third Affiliated Hospital, Center for DAMP Biology, Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, Key Laboratory of Protein Modification and Degradation of Guangdong Higher Education Institutes, Guangzhou Medical University, Guangzhou, Guangdong 510510, China. .,Department of Surgery, University of Pittsburgh, Pittsburgh, PA 15219, USA
| |
Collapse
|
20
|
|
21
|
Abdelaal AA, Elghobary HAF, Ibrahiem SK, Sleem HM. Cell free DNA concentration and serum leptin level as predictors of mortality in a sample of septic Egyptian children. J Crit Care 2017; 44:124-127. [PMID: 29096230 DOI: 10.1016/j.jcrc.2017.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2017] [Revised: 10/15/2017] [Accepted: 10/17/2017] [Indexed: 11/27/2022]
Affiliation(s)
- Amaal A Abdelaal
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Cairo University, Egypt.
| | - Hany A F Elghobary
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Cairo University, Egypt
| | - Sally K Ibrahiem
- Department of Pediatrics, Faculty of Medicine, Cairo University, Egypt
| | - Hala M Sleem
- Department of Pediatrics, Faculty of Medicine, Cairo University, Egypt
| |
Collapse
|
22
|
Pinheiro da Silva F, Machado MCC. Septic Shock and the Aging Process: A Molecular Comparison. Front Immunol 2017; 8:1389. [PMID: 29118760 PMCID: PMC5661002 DOI: 10.3389/fimmu.2017.01389] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 10/09/2017] [Indexed: 02/06/2023] Open
Abstract
Aging is a continuous process promoted by both intrinsic and extrinsic factors that each trigger a multitude of molecular events. Increasing evidence supports a central role for inflammation in this progression. Here, we discuss how the low-grade chronic inflammation that characterizes aging is tightly interconnected with other important aspects of this process, such as DNA damage, mitochondrial dysfunction, and epigenetic changes. Similarly, inflammation also plays a critical role in many morbid conditions that affect patients who are admitted to Intensive Care. Although the inflammatory response is low grade and persistent in healthy aging while it is acute and severe in critically ill states, we hypothesize that both situations have important interconnections. Here, we performed an extensive review of the literature to investigate this potential link. Because sepsis is the most extensively studied disease and is the leading cause of death in Critical Care, we focus our discussion on comparing the inflammatory profile of healthy older people with that of patients in septic shock to explain why we believe that both situations have synergistic effects, leading to critically ill aged patients having a worse prognosis when compared with critically ill young patients.
Collapse
Affiliation(s)
- Fabiano Pinheiro da Silva
- Laboratório de Emergências Clínicas, Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, Brazil
| | | |
Collapse
|
23
|
Vitamin C: The next step in sepsis management? J Crit Care 2017; 43:230-234. [PMID: 28934705 DOI: 10.1016/j.jcrc.2017.09.031] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 09/14/2017] [Accepted: 09/15/2017] [Indexed: 01/20/2023]
Abstract
Sepsis is a life-threatening medical condition, affecting approximately 26 million people worldwide every year. The disease is a continuum, marked by dysregulated inflammation and hemodynamic instability leading to shock, multi-system organ dysfunction, and death. Over the past decades, there has been a focus on the early identification and treatment of sepsis primarily with bundled and goal directed therapy. Despite these advances, morbidity and mortality has remained high, prompting investigation into novel therapies. Vitamin C is a water-soluble vitamin that plays a role in mediating inflammation through antioxidant activities and is also important in the synthesis of cortisol, catecholamines, and vasopressin, which are key mediators in the disease process. Emerging evidence provides cursory data in support of the administration of vitamin C in addition to standard therapy to ameliorate the effects of inflammation and improve hemodynamic stability in patients with sepsis and septic shock; however, further evidence is needed to support this practice. This review discusses the physiologic role of vitamin C as well as the recent literature and evidence for the use of vitamin C in patients presenting with sepsis.
Collapse
|
24
|
DNA damage in protective and adverse inflammatory responses: Friend of foe? Mech Ageing Dev 2017; 165:47-53. [DOI: 10.1016/j.mad.2016.06.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Accepted: 06/13/2016] [Indexed: 11/17/2022]
|
25
|
Letendre JA, Goggs R. Measurement of plasma cell-free DNA concentrations in dogs with sepsis, trauma, and neoplasia. J Vet Emerg Crit Care (San Antonio) 2017; 27:307-314. [PMID: 28295988 DOI: 10.1111/vec.12592] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Revised: 10/04/2015] [Accepted: 11/08/2015] [Indexed: 01/02/2023]
Abstract
OBJECTIVES To determine if cell-free DNA (cfDNA) was identifiable in canine plasma, to evaluate 3 techniques for the measurement of plasma cfDNA concentrations in dogs presented to an emergency service, and to compare the plasma cfDNA concentrations of healthy dogs to those with sepsis, trauma, and neoplasia. DESIGN Retrospective study of banked canine plasma samples collected between May 2014 and December 2014. SETTING Dogs presented to the emergency service of a university veterinary teaching hospital. ANIMALS Plasma cfDNA was measured on residual plasma samples obtained from 15 dogs with sepsis, 15 dogs with moderate-severe trauma, 15 dogs diagnosed with a sarcoma. Plasma cfDNA was also measured in 15 healthy dogs. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Assay linearity, repeatability, and reproducibility were evaluated. Quantification of cfDNA was performed in duplicate on diluted citrated plasma and following DNA purification using 2 fluorescence assays (SYBR-Gold; Quant-iT) and by ultraviolet absorbance spectroscopy. Fluorescence intensities (FIs) were converted to cfDNA concentrations using standard curves. Median FI values and cfDNA concentrations were compared to healthy controls using the Kruskal-Wallis test, with adjustment for multiple comparisons. Alpha was set at 0.05. Both assays had excellent linearity, and acceptable repeatability and reproducibility. Compared to controls, plasma cfDNA concentrations were significantly increased in dogs with sepsis or moderate-severe trauma with both assays (P ≤ 0.003). Dogs with neoplasia had significantly increased cfDNA concentrations with the Quant-iT assay only (P = 0.003). When measurements were performed on purified DNA, only dogs with moderate-severe trauma had significantly increased cfDNA concentrations (P < 0.001; SYBR-Gold assay). CONCLUSIONS cfDNA can be readily identified in canine plasma using 2 fluorescence assays. DNA extraction offers no advantage over direct measurement. Compared to healthy controls, dogs with sepsis or moderate-severe trauma have significantly increased plasma cfDNA concentrations.
Collapse
Affiliation(s)
- Jo-Annie Letendre
- Department of Clinical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, 14853
| | - Robert Goggs
- Department of Clinical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, 14853
| |
Collapse
|
26
|
Dynamic pathology for circulating free DNA in a dextran sodium sulfate colitis mouse model. Pediatr Surg Int 2014; 30:1199-206. [PMID: 25367095 DOI: 10.1007/s00383-014-3607-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/07/2014] [Indexed: 01/21/2023]
Abstract
PURPOSE In sepsis, circulating free DNA (cf-DNA) is increased, and is a marker of severity and prognosis of septic patients. This study aimed to evaluate cf-DNA in a dextran sodium sulfate-induced colitis mouse model, and its clinical implications. METHODS Dynamic pathology of the cecum wall in the DSS-induced colitis mouse model was analyzed using multiphoton microscopy (MPM). Plasma cf-DNA concentrations in colitis mouse were quantified using PicoGreen dsDNA Assay Kit. Plasma cf-DNA was also measured in 123 human ulcerative colitis (UC) patients [mean age: 35.9 years (3-75 years) with 20 pediatric patients] to assess its relationships with clinical severity and Matt's grade. RESULTS Real-time images of cf-DNA were detected in the colitis model. The amount of labeled cf-DNA in the circulation of the colitis mice group was significantly higher compared with that in the control group (P < 0.05). In human UC blood samples, plasma cf-DNA concentrations in UC patients were significantly positively correlated with the clinical severity of UC and Matt's grade (P < 0.05, P < 0.05, respectively). CONCLUSIONS Using MPM, we observed and analyzed real-time images of cf-DNA in a colitis mouse model. Plasma cf-DNA is a potential non-invasive blood marker for reflecting clinical severity and mucosal damage in UC patients.
Collapse
|
27
|
Avriel A, Paryente Wiessman M, Almog Y, Perl Y, Novack V, Galante O, Klein M, Pencina MJ, Douvdevani A. Admission cell free DNA levels predict 28-day mortality in patients with severe sepsis in intensive care. PLoS One 2014; 9:e100514. [PMID: 24955978 PMCID: PMC4067333 DOI: 10.1371/journal.pone.0100514] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2014] [Accepted: 05/26/2014] [Indexed: 01/04/2023] Open
Abstract
Aim The aim of the current study is to assess the mortality prediction accuracy of circulating cell-free DNA (CFD) level at admission measured by a new simplified method. Materials and Methods CFD levels were measured by a direct fluorescence assay in severe sepsis patients on intensive care unit (ICU) admission. In-hospital and/or twenty eight day all-cause mortality was the primary outcome. Results Out of 108 patients with median APACHE II of 20, 32.4% have died in hospital/or at 28-day. CFD levels were higher in decedents: median 3469.0 vs. 1659 ng/ml, p<0.001. In multivariable model APACHE II score and CFD (quartiles) were significantly associated with the mortality: odds ratio of 1.05, p = 0.049 and 2.57, p<0.001 per quartile respectively. C-statistics for the models was 0.79 for CFD and 0.68 for APACHE II. Integrated discrimination improvement (IDI) analyses showed that CFD and CFD+APACHE II score models had better discriminatory ability than APACHE II score alone. Conclusions CFD level assessed by a new, simple fluorometric-assay is an accurate predictor of acute mortality among ICU patients with severe sepsis. Comparison of CFD to APACHE II score and Procalcitonin (PCT), suggests that CFD has the potential to improve clinical decision making.
Collapse
Affiliation(s)
- Avital Avriel
- Pulmonology Institute, Department of Internal Medicine, Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Maya Paryente Wiessman
- Clinical Research Center, Soroka University Medical Center and Faculty of Health Sciences, Ben Gurion University of the Negev, Beer-Sheva, Israel
| | - Yaniv Almog
- Medical Intensive Care Unit, Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Yael Perl
- Clinical Research Center, Soroka University Medical Center and Faculty of Health Sciences, Ben Gurion University of the Negev, Beer-Sheva, Israel
| | - Victor Novack
- Clinical Research Center, Soroka University Medical Center and Faculty of Health Sciences, Ben Gurion University of the Negev, Beer-Sheva, Israel
| | - Ori Galante
- General Intensive Care Unit, Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Moti Klein
- General Intensive Care Unit, Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Michael J. Pencina
- Duke Clinical Research Institute, Durham, North Carolina, United States of America
| | - Amos Douvdevani
- Clinical Biochemistry and Pharmacology, Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- * E-mail:
| |
Collapse
|