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Baucom MR, Wallen TE, Price AD, Smith MP, Kopchak M, MacKinnon A, Weissman N, Schuster RM, Pritts TA, Goodman MD. Predictive Value of Early Inflammatory Markers in Trauma Patients Based on Transfusion Status. J Surg Res 2023; 291:691-699. [PMID: 37562231 PMCID: PMC10530444 DOI: 10.1016/j.jss.2023.07.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 07/02/2023] [Accepted: 07/07/2023] [Indexed: 08/12/2023]
Abstract
INTRODUCTION Seven key inflammatory biomarkers were recently found to be associated with the risk of mortality in a multicenter study of massively transfused patients. The aim of this prospective single-center study was to determine which of these early inflammatory markers could predict 30-d mortality among all critically injured trauma patients. METHODS Serum samples were collected at 6, 24, and 72 h from 238 consecutive patients admitted to the intensive care unit following traumatic injury. Inflammatory markers syndecan-1, eotaxin, IL-1ra, IL-6, IL-8, IL-10, IP-10, and MCP-1 were analyzed via multiplex enzyme-linked immunosorbent assay. Subgroup analysis was performed for patients undergoing massive transfusion (≥5 red blood cells), submassive transfusion (1-4 red blood cells), or no transfusion during the first 4 h postinjury. The primary outcome of 30-d survival was modeled as a function of each biomarker and confounders using repeat measures logistic regression. RESULTS Patients had a median age of 51.3 y [33.7, 70.2], 70.6% were male, 17.4% experienced penetrating trauma, and had a median injury severity score of 22 [14, 33]. IL-1ra, IL-8, IL-10, and MCP-1 were significantly increased during the first 72 h in nonsurvivors (n = 31). Elevated IL-1ra, IL-8, IL-10, and MCP-1 at 6 h postinjury were associated with 30-d mortality. By contrast, serum syndecan-1 and eotaxin levels were not associated with mortality at any time point. IL-8 and lactate were increased at 6 h in 30-d nonsurvivors for patients receiving submassive transfusion (n = 78). CONCLUSIONS Early evaluations of IL-1ra, IL-8, IL-10, and IP-10 within 6 h of injury are useful predictors of 30-d mortality. Subgroup analysis suggests that transfusion status does not significantly affect early inflammatory markers. LEVEL OF EVIDENCE Level III, prognostic/epidemiological.
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Affiliation(s)
- Matthew R Baucom
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | - Taylor E Wallen
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | - Adam D Price
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | - Maia P Smith
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | - Maura Kopchak
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | - Andrew MacKinnon
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | - Nick Weissman
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | | | - Timothy A Pritts
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
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Lamparello AJ, Namas RA, Constantine G, McKinley TO, Elster E, Vodovotz Y, Billiar TR. A conceptual time window-based model for the early stratification of trauma patients. J Intern Med 2019; 286:2-15. [PMID: 30623510 DOI: 10.1111/joim.12874] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Progress in the testing of therapies targeting the immune response following trauma, a leading cause of morbidity and mortality worldwide, has been slow. We propose that the design of interventional trials in trauma would benefit from a scheme or platform that could support the identification and implementation of prognostic strategies for patient stratification. Here, we propose a stratification scheme based on defined time periods or windows following the traumatic event. This 'time-window' model allows for the incorporation of prognostic variables ranging from circulating biomarkers and clinical data to patient-specific information such as gene variants to predict adverse short- or long-term outcomes. A number of circulating biomarkers, including cell injury markers and damage-associated molecular patterns (DAMPs), and inflammatory mediators have been shown to correlate with adverse outcomes after trauma. Likewise, several single nucleotide polymorphisms (SNPs) associate with complications or death in trauma patients. This review summarizes the status of our understanding of the prognostic value of these classes of variables in predicting outcomes in trauma patients. Strategies for the incorporation of these prognostic variables into schemes designed to stratify trauma patients, such as our time-window model, are also discussed.
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Affiliation(s)
- A J Lamparello
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - R A Namas
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA.,Center for Inflammation and Regenerative Modeling, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - G Constantine
- Center for Inflammation and Regenerative Modeling, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA, USA.,Department of Mathematics, University of Pittsburgh, Pittsburgh, PA, USA
| | - T O McKinley
- Department of Orthopaedic Surgery, Indiana University School of Medicine, IU Health Methodist Hospital, Indianapolis, IN, USA
| | - E Elster
- Department of Surgery, University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Y Vodovotz
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA.,Center for Inflammation and Regenerative Modeling, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - T R Billiar
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA
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Using IL-6 concentrations in the first 24 h following trauma to predict immunological complications and mortality in trauma patients: a meta-analysis. Eur J Trauma Emerg Surg 2017; 44:679-687. [PMID: 29138874 DOI: 10.1007/s00068-017-0880-9] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 11/10/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE In previous studies, interleukin-6 (IL-6) has been shown to have a high predictive value for the development of complications and mortality after trauma; however, there is some uncertainty around these results. The aim of this meta-analysis was to assess the value of early IL-6 levels (within the first 24 h after trauma) for predicting post-traumatic complications [acute respiratory distress syndrome (ARDS), systemic inflammatory response syndrome (SIRS), sepsis, multiple organ failure (MOF), and multiple organ dysfunction syndrome (MODS)] and mortality. METHODS A systemic literature review (from January 01, 1990, to June 03, 2017) of English-language articles was carried out using Pubmed, the Cochrane Central Register of Controlled Trials, Embase, and Web of Science. The search terms used were IL-6 (IL6, IL-6, interleukin 6, or interleukin-6); trauma (trauma*, polytrauma*, multitrauma*, injury, or injury severity score); complications (complication*, ARDS, SIRS, sepsis, MOF, or MODS); and mortality (survival, death). Eleven publications (775 patients) out of 1812 fulfilled the criteria. Fixed-effective models were used for data analysis. Statistical heterogeneity was estimated by a Chi-squared Q test and I 2 statistics, and publication bias was assessed with Egger's test. RESULTS Results showed that the concentrations of IL-6 within the first 24 h after trauma were significantly higher in the group of patients who had complications or who died [standardized mean difference (SMD) = 0.399; 95% confidence interval (CI) 0.217, 0.580; I 2 = 0.0%; P(heterogeneity) = 0.489]. Subgroup results showed a significant correlation for mortality [SMD = 0.610; 95% CI 0.322, 0.898; I 2 = 0.0%; P(heterogeneity) = 0.708] and MOF/MODS [SMD = 0.334; 95% CI 0.028, 0.639; I 2 = 0.0%; P(heterogeneity) = 0.512] with IL-6, but not for sepsis [SMD = 0.194; 95% CI - 0.095, 0.484; I 2 = 0.0%; P(heterogeneity) = 0.512]. Significance was also found in both ISS ≥ 9 [SMD = 0.461, 95% CI 0.131, 0.791, I 2 = 5.6%, P(heterogeneity) = 0.365] and ISS ≥ 16 [SMD = 0.372, 95% CI 0.155, 0.588, I 2 = 1.5%, P(heterogeneity) = 0.413]. CONCLUSION In conclusion, this meta-analysis showed that serum concentration of IL-6 within the first 24 h after trauma could be useful for the prediction of post-traumatic complications, particularly MOF/MODS and mortality.
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Dekker ABE, Krijnen P, Schipper IB. Predictive value of cytokines for developing complications after polytrauma. World J Crit Care Med 2016; 5:187-200. [PMID: 27652210 PMCID: PMC4986547 DOI: 10.5492/wjccm.v5.i3.187] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 04/07/2016] [Accepted: 04/22/2016] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate posttraumatic cytokine alterations and their value for predicting complications and mortality in polytraumatized patients.
METHODS: Studies on the use of specific cytokines to predict the development of complications and mortality were identified in MEDLINE, EMBASE, Web of Science and the Cochrane Library. Of included studies, relevant data were extracted and study quality was scored.
RESULTS: Forty-two studies published between 1988 and 2015 were identified, including 28 cohort studies and 14 “nested” case-control studies. Most studies investigated the cytokines interleukin (IL)-6, IL-8, IL-10 and tumor necrosis factor (TNF-α). IL-6 seems related to muliorgan dysfunction syndrome, multiorgan failure (MOF) and mortality; IL-8 appears altered in acute respiratory distress syndrome, MOF and mortality; IL-10 alterations seem to precede sepsis and MOF; and TNF-α seems related to MOF.
CONCLUSION: Cytokine secretion patterns appear to be different for patients developing complications when compared to patients with uneventful posttraumatic course. More research is needed to strengthen the evidence for clinical relevance of these cytokines.
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Associations of Trauma Severity with Mean Platelet Volume and Levels of Systemic Inflammatory Markers (IL1β, IL6, TNFα, and CRP). Mediators Inflamm 2016; 2016:9894716. [PMID: 27127347 PMCID: PMC4835648 DOI: 10.1155/2016/9894716] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Accepted: 03/24/2016] [Indexed: 11/18/2022] Open
Abstract
We investigated the associations of injury severity scores (ISSs) with the mean platelet volume, the serum levels of two interleukins (IL1β and IL6), and the serum levels of tumour necrosis factor-α (TNFα) and C-reactive protein (CRP). We sought to identify biochemical parameters that could be used as components of a new biochemical parameter-based ISS system. The levels of CRP, TNFα, IL1β, and IL6 differed significantly (all p values < 0.05) between severely injured patients and controls. The mean platelet volume (MPV) did not correlate with the ISSs (p > 0.05). The TNFα and IL6 levels were useful for determining the severity of injury, and the CRP level was elevated in all trauma patients but did not correlate with the ISS. The IL1β level was higher in the study group but did not increase as the ISS increased. IL6 and TNFα levels were higher in the study group and increased as the ISS increased. We found no significant difference between the trauma group and healthy individuals in terms of MPV values. IL6 and TNFα levels can be used to assess trauma severity. However, neither the MPV nor the CRP or IL1β level is useful for this purpose.
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Modi S, Rashid M, Malik A, Shahid M. Study of complement activation, C3 and interleukin-6 levels in burn patients and their role as prognostic markers. Indian J Med Microbiol 2014; 32:137-42. [PMID: 24713898 DOI: 10.4103/0255-0857.129793] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
PURPOSE The management of burn patients is always challenging for the clinician due to high risk of bacterial sepsis, multi-organ failure and death. Our objective was to study complement activation, C3 and interleukin-6 (IL-6) levels in burn patients and evaluate their role as prognostic markers. MATERIALS AND METHODS A total of 63 burn patients and 60 healthy controls were included in this study. Blood was collected from patients within 24 h and at 7 th day of injury. Complement activation was determined by crossed electrophoresis and counter-current immunoelectrophoresis. C3 levels were measured using a single radial immunodiffusion. IL-6 was detected by ELISA. RESULTS All patients showed initial complement activation. Mean C3 levels showed an inverse correlation with the severity of burn. Patients with ≥20% burns had lower C3 than the controls (P < 0.001) and those with <20% burns (P < 0.001). Patients with ≥40% burns had activated complement and low C3 in 2 nd week; they subsequently developed infection. Complement was inactive and C3 levels recovered in patients with <40% burns. The non-survivors showed significantly lower C3 than the survivors (P < 0.05) in 2 nd samples. Patients who developed infection had C3 significantly lower than those who remained free of infection (P < 0.05). All patients showed initial elevation in IL-6 levels. Patients with ≥60% burns had significantly higher IL-6 than controls (P < 0.001) and those with <60% burns (P < 0.001). Non-survivors had higher IL-6 than survivors in both samples (P < 0.001). Patients who developed infection showed significantly higher IL-6 in 2 nd samples than those without infection (P < 0.001). CONCLUSIONS Complement activation, C3 and IL-6 levels correlated well with the severity of injury and development of infection in burn patients. These parameters can be used to predict the onset of infection, septicaemia and mortality in burn patients.
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Affiliation(s)
- S Modi
- Department of Microbiology, ICARE Institute of Medical Sciences & Research and Dr. B. C. Roy Hospital, Haldia, West Bengal, India
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Protease and pro-inflammatory cytokine concentrations are elevated in chronic compared to acute wounds and can be modulated by collagen type I in vitro. Arch Dermatol Res 2009; 302:419-28. [DOI: 10.1007/s00403-009-1011-1] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2009] [Revised: 11/25/2009] [Accepted: 12/01/2009] [Indexed: 10/20/2022]
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Risnes I, Wagner K, Ueland T, Mollnes T, Aukrust P, Svennevig J. Interleukin-6 may predict survival in extracorporeal membrane oxygenation treatment. Perfusion 2009; 23:173-8. [PMID: 19029268 DOI: 10.1177/0267659108097882] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The cytokine network and its association with complement activation during cardiac surgery with cardiopulmonary bypass (CPB) is complex. Extracorporeal membrane oxygenation (ECMO) differs from CPB in duration of days to weeks rather than hours. However, few studies have analyzed the levels of inflammatory mediators during ECMO treatment. Plasma samples from 22 patients [nine neonates, one infant, four children and eight adults (14 males and eight female)] who underwent ECMO treatment were collected prior to, during and after treatment, and analyzed for concentrations of inflammatory and anti-inflammatory cytokines and parameters of complement activation. Seven children were treated for cardiac and seven for pulmonary failure and, in the adult group, four were treated for cardiac and four for pulmonary failure. ECMO was performed with veno-arterial (VA) bypass in all children and five adults, and with veno-venous (VV) bypass in three adults. Fourteen patients survived (64%) and eight (36%) patients died during follow-up. A marked (approximately 99%) and rapid (i.e., within two days) decrease in IL-6 was seen in survivors. The non-survivors were characterized by persistently high IL-6 levels throughout the observation period (i.e., until death). C-reactive protein (CRP) levels showed a similar pattern as the IL-6, with higher levels in non-survivors throughout the observation period. However, in contrast to IL-6, the differences between survivors and non-survivors reached statistical significance, but only at the end of the observation period. It is possible that early measurements of IL-6 in ECMO patients could give prognostic information beyond that of CRP.
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Affiliation(s)
- I Risnes
- Department of Thoracic and Cardiovascular Surgery, Rikshospitalet-University of Oslo, Oslo, Norway.
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Identification of interleukin-6 promoter polymorphisms in the Chinese Han population and their functional significance*. Crit Care Med 2008; 36:1437-43. [DOI: 10.1097/ccm.0b013e31816a0adb] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Stachon A, Becker A, Holland-Letz T, Friese J, Kempf R, Krieg M. Estimation of the Mortality Risk of Surgical Intensive Care Patients Based on Routine Laboratory Parameters. Eur Surg Res 2008; 40:263-72. [DOI: 10.1159/000113106] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2007] [Accepted: 09/11/2007] [Indexed: 11/19/2022]
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Dresing K, Armstrong VW, Leip CL, Streit F, Burchardi H, Stürmer KM, Oellerich M. Real-time assessment of hepatic function is related to clinical outcome in critically ill patients after polytrauma. Clin Biochem 2007; 40:1194-200. [PMID: 17707362 DOI: 10.1016/j.clinbiochem.2007.06.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2007] [Revised: 06/19/2007] [Accepted: 06/21/2007] [Indexed: 01/09/2023]
Abstract
OBJECTIVES The aim was to investigate the outcome MODS/MOF in critically ill patients with regard to early hepatic dysfunction. METHODS Thirty adult polytrauma patients admitted to the ICU, with ISS >or=16 were prospectively investigated. Real-time liver function was assessed using the MEGX test and arterial ketone body ratio (AKBR) 12-24 h after admittance to ICU, and on days 3, 5, 8, 12. RESULTS Six patients (19%) died between days 4 and 29. Non-survivors were older (64.2 vs. 31.5 years), had a significantly higher ISS (40.5 vs. 30; p=0.002) and MODS score (9.5 vs. 5; p=0.001) on admittance to the ICU than survivors. On day 3 MEGX values (31 vs. 71.3 microg/L; p=0.001) and the AKBRs (0.6 vs. 1.3; p=0.001) were significantly lower in non-survivors than in survivors whereas IL-6 levels were significantly higher in the former group (519 vs. 61 microg/L; p=0.05). CONCLUSIONS The MEGX test and AKBR are sensitive early indicators of hepatic dysfunction in severely injured polytrauma patients at risk for developing MODS/MOF.
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Affiliation(s)
- Klaus Dresing
- Department of Trauma Surgery, Plastic and Reconstructive Surgery, University Medicine Goettingen, Georg-August University, Robert-Koch-Strasse 40, D 37075 Göttingen, Germany.
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