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Haller JM, Fink D, Smith H, Olsen Z, Jacobs C, Anderson D. The Relationship Between Intra-articular Fracture Energy and a Patient's Inflammatory Response. J Orthop Trauma 2024; 38:e225-e229. [PMID: 38478361 DOI: 10.1097/bot.0000000000002800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/06/2024] [Indexed: 05/16/2024]
Abstract
OBJECTIVES Prior studies have demonstrated elevated inflammatory cytokine concentrations in the synovial fluid of articular fracture patients postinjury. Similarly, CT-based fracture energy measurements have been correlated with posttraumatic osteoarthritis risk after pilon fracture. The purpose of this study was to determine the associations between synovial fluid cytokine levels, fracture energy, and overall trauma to the body in articular fracture patients. METHODS Acute tibial plateau, tibial plafond, and rotational ankle fracture patients were prospectively enrolled from December 2011 through January 1, 2019. Synovial fluid concentrations of interleukin-1 beta, interleukin-1 receptor antagonist, IL-6, IL-8, IL-10, matrix metallopeptidase-1, MMP-3, and MMP-13 were quantified. Patient CT scans were used to calculate fracture energy. The Injury Severity Score (ISS) was used to relate cytokine levels to whole-body injury severity. Spearman rho correlation coefficients were calculated to assess the relationship between injury severity metrics and synovial fluid cytokine, chemokine, and matrix metallopeptidase concentrations. RESULTS Eighty-seven patients were enrolled with 42 had a tibial plateau fractures (OTA/AO 41B1-2, 41B2-14, 41B3-3, 41C1-3, 41C2-4, 41C3-16), 24 patients had a tibial plafond fracture (OTA/AO 43B1-2, 43B2-4, 43B3-5, 43C1-2, 43C2-3, 43C3-8), and 21 had a rotational ankle fracture (OTA/AO 44B1-3, 44B2-3, 44B3-6, 44C1-4, 44C2-5). Fracture energy significantly differed between fracture patterns, with ankle fractures involving substantially less fracture energy (median = 2.92 J) than plafond (10.85 J, P < 0.001) and plateau fractures (13.05 J, P < 0.001). After adjustment for multiple comparisons, MMP-3 was significantly correlated with transformed fracture energy (r = 0.41, 95% confidence interval [CI], 0.22-0.58, P < 0.001), while IL-1β was significantly correlated with the Injury Severity Score (Spearman ρ = 0.31, 95% CI, 0.08-0.49, P = 0.004). CONCLUSIONS Synovial fluid MMP-3 concentration was significantly correlated with CT-quantified fracture energy in intra-articular fracture patients. Given that in clinical practice fracture energy tends to correlate with posttraumatic osteoarthritis risk, MMP-3 may warrant further investigation for its role in posttraumatic osteoarthritis development after articular fracture. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Justin M Haller
- Department of Orthopaedic Surgery, University of Utah, Salt Lake City, UT
| | - Diane Fink
- Department of Orthopedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Hannah Smith
- Department of Orthopedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Zachary Olsen
- Arkansas College of Osteopathic Medicine, Fort Smith, AR; and
| | - Cale Jacobs
- Massachusetts General Brigham Sports Medicine, Foxborough, MA
| | - Donald Anderson
- Department of Orthopedics and Rehabilitation, University of Iowa, Iowa City, IA
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Li S, Tao G. Perish in the Attempt: Regulated Cell Death in Regenerative and Nonregenerative Tissue. Antioxid Redox Signal 2023; 39:1053-1069. [PMID: 37218435 PMCID: PMC10715443 DOI: 10.1089/ars.2022.0166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 05/12/2023] [Accepted: 05/14/2023] [Indexed: 05/24/2023]
Abstract
Significance: A cell plays its roles throughout its life span, even during its demise. Regulated cell death (RCD) is one of the key topics in modern biomedical studies. It is considered the main approach for removing stressed and/or damaged cells. Research during the past two decades revealed more roles of RCD, such as coordinating tissue development and driving compensatory proliferation during tissue repair. Recent Advances: Compensatory proliferation, initially identified in primitive organisms during the regeneration of lost tissue, is an evolutionarily conserved process that also functions in mammals. Among various types of RCD, apoptosis is considered the top candidate to induce compensatory proliferation in damaged tissue. Critical Issues: The roles of apoptosis in the recovery of nonregenerative tissue are still vague. The roles of other types of RCD, such as necroptosis and ferroptosis, have not been well characterized in the context of tissue regeneration. Future Directions: In this review article, we attempt to summarize the recent insights on the role of RCD in tissue repair. We focus on apoptosis, with expansion to ferroptosis and necroptosis, in primitive organisms with significant regenerative capacity as well as common mammalian research models. After gathering hints from regenerative tissue, in the second half of the review, we take a notoriously nonregenerative tissue, the myocardium, as an example to discuss the role of RCD in terminally differentiated quiescent cells. Antioxid. Redox Signal. 39, 1053-1069.
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Affiliation(s)
- Shuang Li
- Department of Regenerative Medicine and Cell Biology, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ge Tao
- Department of Regenerative Medicine and Cell Biology, Medical University of South Carolina, Charleston, South Carolina, USA
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3
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Gruen DS, Brown JB, Guyette FX, Johansson PI, Stensballe J, Li SR, Leeper CM, Eastridge BJ, Nirula R, Vercruysse GA, O’Keeffe T, Joseph B, Neal MD, Sperry JL. Prehospital tranexamic acid is associated with a dose-dependent decrease in syndecan-1 after trauma: A secondary analysis of a prospective randomized trial. J Trauma Acute Care Surg 2023; 95:642-648. [PMID: 37125811 PMCID: PMC10615664 DOI: 10.1097/ta.0000000000003955] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 02/25/2023] [Accepted: 03/02/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND In the Study of Tranexamic Acid During Air and Ground Prehospital Transport (STAAMP) Trial, prehospital tranexamic acid (TXA) was associated with lower mortality in specific patient subgroups. The underlying mechanisms responsible for a TXA benefit remain incompletely characterized. We hypothesized that TXA may mitigate endothelial injury and sought to assess whether TXA was associated with decreased endothelial or tissue damage markers among all patients enrolled in the STAAMP Trial. METHODS We collected blood samples from STAAMP Trial patients and measured markers of endothelial function and tissue damage including syndecan-1, soluble thrombomodulin (sTM), and platelet endothelial cell adhesion molecule-1 at hospital admission (0 hours) and 12 hours, 24 hours, and 72 hours after admission. We compared these marker values for patients in each treatment group during the first 72 hours, and modeled the relationship between TXA and marker concentration using regression analysis to control for potential confounding factors. RESULTS We analyzed samples from 766 patients: 383 placebo, 130 abbreviated dosing, 119 standard dosing, and 130 repeat dosing. Lower levels of syndecan-1, TM, and platelet endothelial cell adhesion molecule measured within the first 72 hours of hospital admission were associated with survival at 30 days ( p < 0.001). At hospital admission, syndecan-1 was lower in the TXA group (28.30 [20.05, 42.75] vs. 33.50 [23.00, 54.00] p = 0.001) even after controlling for patient, injury, and prehospital factors ( p = 0.001). For every 1 g increase in TXA administered over the first 8 hours of prehospital transport and hospital admission, there was a 4-ng/mL decrease in syndecan-1 at 12 hours controlling for patient, injury, and treatment factors ( p = 0.03). CONCLUSION Prehospital TXA was associated with decreased syndecan-1 at hospital admission. Syndecan-1 measured 12 hours after admission was inversely related to the dose of TXA received. Early prehospital and in-hospital TXA may decrease endothelial glycocalyx damage or upregulate vascular repair mechanisms in a dose-dependent fashion. LEVEL OF EVIDENCE Therapeutic/Care Management; Level III.
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Shinhmar H, Hogg C, Jeffery G. Exposure to long wavelength light that improves aged mitochondrial function shifts acute cytokine expression in serum and the retina. PLoS One 2023; 18:e0284172. [PMID: 37478072 PMCID: PMC10361513 DOI: 10.1371/journal.pone.0284172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 03/08/2023] [Indexed: 07/23/2023] Open
Abstract
Aged mitochondrial function can be improved with long wavelength light exposure. This reduces cellular markers of inflammation and can improve system function from fly through to human. We have previously shown that with age there are increases in cytokine expression in mouse serum. Here, we ask what impact 670nm light has on this expression using a 40 cytokine array in blood serum and retina in C57Bl6 mice. 670nm exposure was delivered daily for a week in 12 month old mice. This shifted patterns of cytokine expression in both serum and retina inducing a selective increase. In serum examples of significant increases were found in IL (interleukins) 1α, IL-7, 10, 16, 17 along with TNF-α and CXCL (chemokines) 9 and 10. In retina the increases were again mainly in some IL's and CXCL's. A few cytokines were reduced by light exposure. Changes in serum cytokines implies that long wavelengths impact systemically even to unexposed tissues deep in the body. In the context of wider literature, increased cytokine expression may be protective. However, their upregulation by light merits further analysis as cytokines upregulation can also be negative and there are probably complex patterns of interaction in the dynamics of their expression.
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Affiliation(s)
- Harpreet Shinhmar
- Institute of Ophthalmology, University College London, London, United Kingdom
| | - Chris Hogg
- Institute of Ophthalmology, University College London, London, United Kingdom
| | - Glen Jeffery
- Institute of Ophthalmology, University College London, London, United Kingdom
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5
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Bonaroti J, Billiar I, Moheimani H, Wu J, Namas R, Li S, Kar UK, Vodovotz Y, Neal MD, Sperry JL, Billiar TR. Plasma proteomics reveals early, broad release of chemokine, cytokine, TNF, and interferon mediators following trauma with delayed increases in a subset of chemokines and cytokines in patients that remain critically ill. Front Immunol 2022; 13:1038086. [PMID: 36532045 PMCID: PMC9750757 DOI: 10.3389/fimmu.2022.1038086] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 11/11/2022] [Indexed: 12/05/2022] Open
Abstract
Severe injury is known to cause a systemic cytokine storm that is associated with adverse outcomes. However, a comprehensive assessment of the time-dependent changes in circulating levels of a broad spectrum of protein immune mediators and soluble immune mediator receptors in severely injured trauma patients remains uncharacterized. To address this knowledge gap, we defined the temporal and outcome-based patterns of 184 known immune mediators and soluble cytokine receptors in the circulation of severely injured patients. Proteomics (aptamer-based assay, SomaLogic, Inc) was performed on plasma samples drawn at 0, 24, and 72 hours (h) from time of admission from 150 trauma patients, a representative subset from the Prehospital Plasma during Air Medical Transport in Trauma Patients at Risk for Hemorrhagic Shock (PAMPer) trial. Patients were categorized into outcome groups including Early Non-Survivors (died within 72 h; ENS; n=38), Non-Resolvers (died after 72 h or required ≥7 days of intensive care; NR; n=78), and Resolvers (survivors that required < 7 days of intensive care; R; n=34), with low Injury Severity Score (ISS) patients from the Tranexamic Acid During Prehospital Transport in Patients at Risk for Hemorrhage After Injury (STAAMP) trial as controls. The major findings include an extensive release of immune mediators and cytokine receptors at time 0h that is more pronounced in ENS and NR patients. There was a selective subset of mediators elevated at 24 and 72 h to a greater degree in NR patients, including multiple cytokines and chemokines not previously described in trauma patients. These findings were validated in a quantitative fashion using mesoscale discovery immunoassays (MSD) from an external validation cohort (VC) of samples from 58 trauma patients matched for R and NR status. This comprehensive longitudinal description of immune mediator patterns associated with trauma outcomes provides a new level of characterization of the immune response that follows severe injury.
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Affiliation(s)
- Jillian Bonaroti
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Isabel Billiar
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Hamed Moheimani
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Junru Wu
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Xiangya School of Medicine, Central South University, Changsha, China
| | - Rami Namas
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Shimena Li
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Upendra K. Kar
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Yoram Vodovotz
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Matthew D. Neal
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jason L. Sperry
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Timothy R. Billiar
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, United States,Pittsburgh Trauma and Transfusion Medicine Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, PA, United States,*Correspondence: Timothy R. Billiar,
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Damato EG, Fillioe SJ, Margevicius SP, Mayes RS, Somogyi JE, Vannix IS, Abdollahifar A, Turner AM, Ilcus LS, Decker MJ. Increased Serum Levels of Proinflammatory Cytokines Are Accompanied by Fatigue in Military T-6A Texan II Instructor Pilots. Front Physiol 2022; 13:876750. [PMID: 35574470 PMCID: PMC9097024 DOI: 10.3389/fphys.2022.876750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 03/24/2022] [Indexed: 12/01/2022] Open
Abstract
Tactical aviation imposes unprecedented physical challenges including repetitive exposure to hypergravity, hyperoxia, increased work of breathing, and profound cognitive workloads. Each stressor evokes outcomes ranging from musculoskeletal duress and atelectasis to physical and cognitive fatigue, the latter among the foremost threats to aviators. Whereas sleep loss is traditionally considered the primary cause of fatigue in aviators, converging experimental, observational, and medical studies have identified biochemical mechanisms promoting onset of fatigue. Those mechanisms, which fundamentally differ from sleep loss, revolve around increased proinflammatory cytokines, produced and released in response to tissue injury, chronic inflammatory disorders, allergens, or physical duress. This study’s objective was to inform our understanding of potential relationships between serum levels of proinflammatory cytokines and onset of fatigue within a cohort of aviators who experience multiple high-performance sorties on a daily basis. Methods: Active duty and reservist T-6A Texan II instructor pilots were studied on three separate days across their week-long flying schedule. Data collected included a physical assessment, subjective fatigue levels, venous blood samples for measures of chemistry and serum analytes, and urine samples for specific gravity. Results: Twenty-three persons were studied, of which 22 fulfilled minimum study requirements of completing two sorties. The study cohort was comprised of primarily males, age 37.95 ± 4.73 years with a BMI of 26.63 ± 3.15 kg/m2. Of 37 measurable serum analytes, 20 differed significantly (p < 0.05) between baseline values with those measured at the study endpoint. Thirteen of the aviators reported increased fatigue scores across their flying schedule whereas nine did not. Eleven blood serum analytes were associated with increasing levels of fatigue. Discussion: Fatigue in aviators has been attributed almost solely to sleep loss, nocturnal sorties, or disrupted circadian rhythmicity. In contrast, our study findings suggest an alternative mechanism that can promote onset of fatigue: increased blood levels of proinflammatory cytokines. Specific mechanisms triggering synthesis and release of those cytokines and other analytes are yet to be determined. However, their expression patterns suggest responses to both chronic and acute inflammation, hyperoxia, or bronchopulmonary responses to inspiration of dry gas, positive airway pressure, or perhaps atelectasis.
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Affiliation(s)
- Elizabeth G. Damato
- Department of Physiology and Biophysics, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
- Naval Medical Research Unit Dayton, Dayton, OH, United States
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, United States
| | - Seth J. Fillioe
- Department of Physiology and Biophysics, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Seunghee P. Margevicius
- Department of Population and Quantitative Health Sciences, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Ryan S. Mayes
- 711th Human Performance Wing, U. S. Air Force School of Aerospace Medicine, Dayton, OH, United States
| | | | - Ian S. Vannix
- Department of Physiology and Biophysics, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Alireza Abdollahifar
- Department of Physiology and Biophysics, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Anthony M. Turner
- 711th Human Performance Wing, U. S. Air Force School of Aerospace Medicine, Dayton, OH, United States
| | | | - Michael J. Decker
- Department of Physiology and Biophysics, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
- Naval Medical Research Unit Dayton, Dayton, OH, United States
- *Correspondence: Michael J. Decker,
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Bonaroti J, Abdelhamid S, Kar U, Sperry J, Zamora R, Namas RA, McKinley T, Vodovotz Y, Billiar T. The Use of Multiplexing to Identify Cytokine and Chemokine Networks in the Immune-Inflammatory Response to Trauma. Antioxid Redox Signal 2021; 35:1393-1406. [PMID: 33860683 PMCID: PMC8905234 DOI: 10.1089/ars.2021.0054] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Significance: The immunoinflammatory responses that follow trauma contribute to clinical trajectory and patient outcomes. While remarkable advances have been made in trauma services and injury management, clarity on how the immune system in humans responds to trauma is lagging. Recent Advances: Multiplexing platforms have transformed our ability to analyze comprehensive immune mediator responses in human trauma. In parallel, with the establishment of large data sets, computational methods have been adapted to yield new insights based on mediator patterns. These efforts have added an important data layer to the emerging multiomic characterization of the human response to injury. Critical Issues: Outcome after trauma is greatly affected by the host immunoinflammatory response. Excessive or sustained responses can contribute to organ damage. Hence, understanding the pathophysiology behind traumatic injury is of vital importance. Future Directions: This review summarizes our work in the study of circulating immune mediators in trauma patients. Our foundational studies into dynamic patterns of inflammatory mediators represent an important contribution to the concepts and computational challenges that these large data sets present. We hope to see further integration and understanding of multiomics strategies in the field of trauma that can aid in patient endotyping and in potentially identifiying certain therapeutic targets in the future. Antioxid. Redox Signal. 35, 1393-1406.
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Affiliation(s)
- Jillian Bonaroti
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Pittsburgh Trauma Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Sultan Abdelhamid
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Pittsburgh Trauma Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Upendra Kar
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Pittsburgh Trauma Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jason Sperry
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Pittsburgh Trauma Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ruben Zamora
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Center for Inflammation and Regeneration Modeling, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Rami Ahmd Namas
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Center for Inflammation and Regeneration Modeling, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Todd McKinley
- Department of Orthopedic Surgery, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Yoram Vodovotz
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Pittsburgh Trauma Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Timothy Billiar
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Pittsburgh Trauma Research Center, Division of Trauma and Acute Care Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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