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Schaid TR, Mitra S, Stafford P, DeBot M, Thielen O, Hallas W, Cralley A, Gallagher L, Jeffrey D, Hansen KC, D'Alessandro A, Silliman CC, Dabertrand F, Cohen MJ. Endothelial Cell Calcium Influx Mediates Trauma-induced Endothelial Permeability. Ann Surg 2025; 281:671-681. [PMID: 38073572 PMCID: PMC11164825 DOI: 10.1097/sla.0000000000006164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2024]
Abstract
OBJECTIVE To investigate whether ex vivo plasma from injured patients causes endothelial calcium (Ca 2+ ) influx as a mechanism of trauma-induced endothelial permeability. BACKGROUND Endothelial permeability after trauma contributes to postinjury organ dysfunction. While the mechanisms remain unclear, emerging evidence suggests intracellular Ca 2+ signaling may play a role. METHODS Ex vivo plasma from injured patients with "low injury/low shock" (injury severity score <15, base excess ≥-6 mEq/L) and "high injury/high shock" (injury severity score ≥15, base excess <-6 mEq/L) were used to treat endothelial cells. Experimental conditions included Ca 2+ removal from the extracellular buffer, cyclopiazonic acid pretreatment to deplete intracellular Ca 2+ stores, and GSK2193874 pretreatment to block the transient receptor potential vanilloid 4 (TRPV4) Ca 2+ channel. Live cell fluorescence microscopy and electrical cell-substrate impedance sensing were used to assess cytosolic Ca 2+ increases and permeability, respectively. Western blot and live cell actin staining were used to assess myosin light chain phosphorylation and actomyosin contraction. RESULTS Compared with low injury/low shock plasma, high injury/high shock induced greater cytosolic Ca 2+ increase. Cytosolic Ca 2+ increase, myosin light chain phosphorylation, and actin cytoskeletal contraction were lower without extracellular Ca 2+ present. High injury/high shock plasma did not induce endothelial permeability without extracellular Ca 2+ present. TRPV4 inhibition lowered trauma plasma-induced endothelial Ca 2+ influx and permeability. CONCLUSIONS This study illuminates a novel mechanism of postinjury endotheliopathy involving Ca 2+ influx through the TRPV4 channel. TRPV4 inhibition mitigates trauma-induced endothelial permeability. Moreover, widespread endothelial Ca 2+ influx may contribute to trauma-induced hypocalcemia. This study provides the mechanistic basis for the development of Ca 2+ -targeted therapies and interventions in the care of severely injured patients.
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Affiliation(s)
- Terry R Schaid
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Sanchayita Mitra
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Preston Stafford
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Margot DeBot
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Otto Thielen
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - William Hallas
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Alexis Cralley
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Lauren Gallagher
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Danielle Jeffrey
- Department of Anesthesiology, School of Medicine, University of Colorado Denver, Aurora, CO
- Department of Pharmacology, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Kirk C Hansen
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Christopher C Silliman
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
- Department of Pediatrics, School of Medicine, University of Colorado Denver, Aurora, CO
- Vitalant Research Institute, Vitalant Mountain Division, Denver, CO, CO
| | - Fabrice Dabertrand
- Department of Anesthesiology, School of Medicine, University of Colorado Denver, Aurora, CO
- Department of Pharmacology, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Mitchell J Cohen
- Department of Surgery, Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, CO
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Thielen O, Stafford P, Debot M, Kelher M, Mitra S, Hallas W, Gallagher LT, Schaid T, Stocker B, Ramser B, D’Alessandro A, Hansen K, Silliman CC, Moore E, Mosnier L, Griffin J, Cohen M. Cytoprotective 3K3A-activated protein C and plasma: A comparison of therapeutics for the endotheliopathy of trauma. J Trauma Acute Care Surg 2025; 98:94-100. [PMID: 38797883 PMCID: PMC11599467 DOI: 10.1097/ta.0000000000004406] [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] [Indexed: 05/29/2024]
Abstract
BACKGROUND Both healthy plasma and cytoprotective aPC (3K3A-aPC) have been shown to mitigate the endotheliopathy of trauma (EoT), but optimal therapeutics remain unknown. Our aim was therefore to determine optimal therapies to mitigate EoT by investigating the effectiveness of 3K3A-aPC with and without plasma-based resuscitation strategies. METHODS Electric cell-substrate impedance sensing (ECIS) was used to measure real-time permeability changes in endothelial cells. Cells were treated with a 2-μg/mL solution of aPC 30 minutes prior to stimulation with plasma taken from severely injured trauma patients (ISS > 15 and BD < -6) (TP). Healthy plasma, or plasma frozen within 24 hours (FP24), was added concomitantly with TP. Cells treated with thrombin and untreated cells were included in this study as control groups. RESULTS A dose-dependent difference was found between the 5% and 10% plasma-treated groups when human umbilical vein endothelial cells were simultaneously stimulated with TP (μd, 7.346; 95% confidence interval [CI], 4.574-10.12). There was no difference when compared with TP alone in the 5% (μd, 5.713; 95% CI, -1.751 to 13.18) or 10% group (μd, -1.633; 95% CI, -9.097 to 5.832). When 3K3A-aPC was added to plasma and TP, the 5% group showed improvement in permeability compared with TP alone (μd, 10.11; 95% CI, 2.642 to 17.57), but there was no difference in the 10% group (μd -1.394; 95% CI, -8.859 to 6.070). The combination of 3K3A-aPC, plasma, and TP at both the 5% plasma (μd, -28.52; 95% CI, -34.72 to -22.32) and 10% plasma concentrations (μd, -40.02; 95% CI, -46.22 to -33.82) had higher intercellular permeability than the 3K3A-aPC preincubation group. CONCLUSION Our data show that FP24, in a posttrauma environment, pretreatment with 3K3A-aPC can potentially mitigate the EoT to a greater degree than FP24 with or without 3K3A-aPC. Although further exploration is needed, this represents a potentially ideal and perhaps superior therapeutic treatment for the dysregulated thromboinflammation of injured patients.
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Affiliation(s)
- Otto Thielen
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Preston Stafford
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Margot Debot
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Marguerite Kelher
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Sanchayita Mitra
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - William Hallas
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Lauren T. Gallagher
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Terry Schaid
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Benjamin Stocker
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Benjamin Ramser
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Angelo D’Alessandro
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Kirk Hansen
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Christopher C. Silliman
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
| | - Ernest Moore
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
- The Ernest E Moore Shock Trauma Center at Denver Health, Denver Health Medical Center, Department of Surgery, Denver, CO
| | | | - John Griffin
- Scripps Research, Department of Molecular Medicine
| | - Mitchell Cohen
- University of Colorado, Department of Surgery, Division Gastrointestinal, Trauma, and Endocrine Surgery, Aurora, CO
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Stocker BW, LaCroix IS, Erickson C, Gallagher LT, Ramser BJ, Thielen O, Hallas W, Mitra S, Moore EE, Hansen K, D'Alessandro A, Silliman CC, Cohen MJ. Trauma patients with type O blood exhibit unique multiomics signature with decreased lectin pathway of complement levels. J Trauma Acute Care Surg 2024; 97:753-763. [PMID: 38745347 PMCID: PMC11502284 DOI: 10.1097/ta.0000000000004367] [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] [Indexed: 05/16/2024]
Abstract
BACKGROUND Patients with type O blood may have an increased risk of hemorrhagic complications because of lower baseline levels of von Willebrand factor and factor VIII, but the transition to a mortality difference in trauma is less clear. We hypothesized that type O trauma patients will have differential proteomic and metabolomic signatures in response to trauma beyond von Willebrand factor and factor VIII alone. METHODS Patients meeting the highest level of trauma activation criteria were prospectively enrolled. Blood samples were collected upon arrival to the emergency department. Proteomic and metabolomic (multiomics) analyses of these samples were performed using liquid chromatography-mass spectrometry. Demographic, clinical, and multiomics data were compared between patients with type O blood versus all other patients. RESULTS There were 288 patients with multiomics data; 146 (51%) had type O blood. Demographics, injury patterns, and initial vital signs and laboratory measurements were not different between groups. Type O patients had increased lengths of stay (7 vs. 6 days, p = 0.041) and a trend toward decreased mortality secondary to traumatic brain injury compared with other causes (traumatic brain injury, 44.4% vs. 87.5%; p = 0.055). Type O patients had decreased levels of mannose-binding lectin and mannose-binding lectin-associated serine proteases 1 and 2, which are required for the initiation of the lectin pathway of complement activation. Type O patients also had metabolite differences signifying energy metabolism and mitochondrial dysfunction. CONCLUSION Blood type O patients have a unique multiomics signature, including decreased levels of proteins required to activate the lectin complement pathway. This may lead to overall decreased levels of complement activation and decreased systemic inflammation in the acute phase, possibly leading to a survival advantage, especially in traumatic brain injury. However, this may later impair healing. Future work will need to confirm these associations, and animal studies are needed to test therapeutic targets. LEVEL OF EVIDENCE Prognostic and Epidemiological; Level IV.
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Affiliation(s)
- Benjamin W Stocker
- From the Department of Surgery (B.W.S., L.T.G., B.J.R., O.T., W.H., S.M., E.E.M., C.C.S., M.J.C.), and Department of Biochemistry and Molecular Genetics (I.S.L., C.E., K.H., A.D.), School of Medicine, University of Colorado Anschutz Medical Campus, Aurora; Department of Surgery (E.E.M.), Ernest E Moore Shock Trauma Center, Denver Health Medical Center; Vitalant Research Institute (C.C.S.), Denver; and Department of Pediatrics (C.C.S.), School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado
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Long Y, Dai W, Cai K, Xiao Y, Luo A, Lai Z, Wang J, Xu L, Nie H. Systemic Immune Factors and Risk of Allergic Contact Dermatitis: A Bidirectional Mendelian Randomization Study. Int J Mol Sci 2024; 25:10436. [PMID: 39408763 PMCID: PMC11476522 DOI: 10.3390/ijms251910436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 09/16/2024] [Accepted: 09/21/2024] [Indexed: 10/20/2024] Open
Abstract
Skin inflammation and immune regulation have been suggested to be associated with allergic contact dermatitis (ACD) progression, but whether the system's immune regulation is a cause or a potential mechanism is still unknown. This study aims to assess the upstream and downstream of systemic immune factors on ACD within a bidirectional Mendelian-randomization design. A bidirectional two-sample MR analysis was employed to implement the results from genome-wide association studies for 52 system immune factors and ACD. Genetic associations with systemic immune factors and ACD were obtained from the IEU Open GWAS project database. The inverse-variance weighted (IVW) method was adopted as the primary MR analysis, MR-Egger, weighted median, MR-pleiotropy residual sum, and outlier (MR-PRESSO) was also used as the sensitivity analyses. Only Tumor necrosis factor ligand superfamily member 11 (TNFS11) from among 52 systemic immune factors was associated with a protective effect of ACD. However, ACD was associated with a decrease in Interleukin-9 (IL9) and an increase in C-X-C motif chemokine 1 (GROα), Tumor necrosis factor ligand superfamily member 10 (TRAIL), C4, and complement factor B of the assessed systemic immune factors. This study identified TNFS11 as the upstream regulator and IL9, GROα, TRAIL, C4, and complement factor B as the downstream regulator of ACD, providing opportunities for new therapeutic exploitation of ACD. Nonetheless, these associations of systemic immune factors need to be verified in vivo.
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Affiliation(s)
| | | | | | | | | | | | | | - Lipeng Xu
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou 510632, China; (Y.L.); (W.D.); (K.C.); (Y.X.); (A.L.); (Z.L.); (J.W.)
| | - Hong Nie
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou 510632, China; (Y.L.); (W.D.); (K.C.); (Y.X.); (A.L.); (Z.L.); (J.W.)
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Mannes M, Savukoski S, Ignatius A, Halbgebauer R, Huber-Lang M. Crepuscular rays - The bright side of complement after tissue injury. Eur J Immunol 2024; 54:e2350848. [PMID: 38794857 DOI: 10.1002/eji.202350848] [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: 02/16/2024] [Revised: 05/10/2024] [Accepted: 05/11/2024] [Indexed: 05/26/2024]
Abstract
Acute injuries trigger an intense activation of the body's defense mechanisms aiming to limit damage and initiate healing. Among the crucial components of the intravascular immune system, the complement system plays a significant role in traumatic injuries, albeit often negatively. It has been suggested that excessive activation of the complement system, transitioning from a localized and timed response to a systemic one, can lead to a loss of its host-protective characteristics. Complement activation products have been associated with the severity of injuries, which sometimes serve as predictors for the onset of organ dysfunctions. Animal studies utilizing complement-targeting agents have provided the basis for considering complement in the management of traumatic injuries in humans. However, numerous studies suggest that the spatial and temporal aspects of complement inhibition are crucial for its efficacy. Understanding the underlying mechanism of the injury is essential to determine where, when, and whether complement inhibition is warranted. Despite the detrimental effects of uncontrolled complement activation, its regulated activation may contribute to essential aspects of healing, such as waste removal and regeneration. This review focuses on the beneficial roles of complement activation in trauma, which are often overlooked or given less consideration but are of immense importance.
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Affiliation(s)
- Marco Mannes
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
| | - Susa Savukoski
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
| | - Anita Ignatius
- Institute for Orthopaedic Research and Biomechanics, Ulm University Medical Center, Ulm, Germany
| | - Rebecca Halbgebauer
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
| | - Markus Huber-Lang
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
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Costantini TW, Kornblith LZ, Pritts T, Coimbra R. The intersection of coagulation activation and inflammation after injury: What you need to know. J Trauma Acute Care Surg 2024; 96:347-356. [PMID: 37962222 PMCID: PMC11001294 DOI: 10.1097/ta.0000000000004190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Affiliation(s)
- Todd W Costantini
- From the Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of Surgery (T.W.C.), UC San Diego School of Medicine, San Diego; Department of Surgery (L.Z.K.), Zuckerberg San Francisco General Hospital, University of California, San Francisco, San Francisco, California; Department of Surgery (T.P.), University of Cincinnati College of Medicine, Cincinnati, Ohio; and Comparative Effectiveness and Clinical Outcomes Research Center (R.C.), Riverside University Health System, Loma Linda University School of Medicine, Riverside, California
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7
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Obonyo NG, Sela DP, Raman S, Rachakonda R, Schneider B, Hoe LES, Fanning JP, Bassi GL, Maitland K, Suen JY, Fraser JF. Resuscitation-associated endotheliopathy (RAsE): a conceptual framework based on a systematic review and meta-analysis. Syst Rev 2023; 12:221. [PMID: 37990333 PMCID: PMC10664580 DOI: 10.1186/s13643-023-02385-0] [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: 05/10/2023] [Accepted: 11/06/2023] [Indexed: 11/23/2023] Open
Abstract
INTRODUCTION Shock-induced endotheliopathy (SHINE), defined as a profound sympathoadrenal hyperactivation in shock states leading to endothelial activation, glycocalyx damage, and eventual compromise of end-organ perfusion, was first described in 2017. The aggressive resuscitation therapies utilised in treating shock states could potentially lead to further worsening endothelial activation and end-organ dysfunction. OBJECTIVE This study aimed to systematically review the literature on resuscitation-associated and resuscitation-induced endotheliopathy. METHODS A predetermined structured search of literature published over an 11-year and 6-month period (1 January 2011 to 31 July 2023) was performed in two indexed databases (PubMed/MEDLINE and Embase) per PRISMA guidelines. Inclusion was restricted to original studies published in English (or with English translation) reporting on endothelial dysfunction in critically ill human subjects undergoing resuscitation interventions. Reviews or studies conducted in animals were excluded. Qualitative synthesis of studies meeting the inclusion criteria was performed. Studies reporting comparable biomarkers of endothelial dysfunction post-resuscitation were included in the quantitative meta-analysis. RESULTS Thirty-two studies met the inclusion criteria and were included in the final qualitative synthesis. Most of these studies (47%) reported on a combination of mediators released from endothelial cells and biomarkers of glycocalyx breakdown, while only 22% reported on microvascular flow changes. Only ten individual studies were included in the quantitative meta-analysis based on the comparability of the parameters assessed. Eight studies measured syndecan-1, with a heterogeneity index, I2 = 75.85% (pooled effect size, mean = 0.27; 95% CI - 0.07 to 0.60; p = 0.12). Thrombomodulin was measured in four comparable studies (I2 = 78.93%; mean = 0.41; 95% CI - 0.10 to 0.92; p = 0.12). Three studies measured E-selectin (I2 = 50.29%; mean = - 0.15; 95% CI - 0.64 to 0.33; p = 0.53), and only two were comparable for the microvascular flow index, MFI (I2 = 0%; mean = - 0.80; 95% CI - 1.35 to - 0.26; p < 0.01). CONCLUSION Resuscitation-associated endotheliopathy (RAsE) refers to worsening endothelial dysfunction resulting from acute resuscitative therapies administered in shock states. In the included studies, syndecan-1 had the highest frequency of assessment in the post-resuscitation period, and changes in concentrations showed a statistically significant effect of the resuscitation. There are inadequate data available in this area, and further research and standardisation of the ideal assessment and panel of biomarkers are urgently needed.
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Affiliation(s)
- Nchafatso G Obonyo
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia.
- Faculty of Medicine, The University of Queensland, Brisbane, Australia.
- Initiative to Develop African Research Leaders (IDeAL), Kilifi, Kenya.
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.
- Wellcome Trust Centre for Global Health Research, Imperial College London, London, UK.
- Institute of Molecular Bioscience, The University of Queensland, Brisbane, Australia.
| | - Declan P Sela
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Institute of Molecular Bioscience, The University of Queensland, Brisbane, Australia
| | - Sainath Raman
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, South Brisbane, QLD, Australia
| | - Reema Rachakonda
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Bailey Schneider
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Louise E See Hoe
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Jonathon P Fanning
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Division of Cardiac Surgery, Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Intensive Care Unit, St. Andrews War Memorial Hospital, Brisbane, QLD, Australia
| | - Gianluigi Li Bassi
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Institute of Molecular Bioscience, The University of Queensland, Brisbane, Australia
- Intensive Care Unit, St. Andrews War Memorial Hospital, Brisbane, QLD, Australia
| | - Kathryn Maitland
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Imperial College London, London, UK
| | - Jacky Y Suen
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Institute of Molecular Bioscience, The University of Queensland, Brisbane, Australia
| | - John F Fraser
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Institute of Molecular Bioscience, The University of Queensland, Brisbane, Australia
- Intensive Care Unit, St. Andrews War Memorial Hospital, Brisbane, QLD, Australia
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Cohen MJ, Erickson CB, Lacroix IS, Debot M, Dzieciatkowska M, Schaid TR, Hallas MW, Thielen ON, Cralley AL, Banerjee A, Moore EE, Silliman CC, D'Alessandro A, Hansen KC. Trans-Omics analysis of post injury thrombo-inflammation identifies endotypes and trajectories in trauma patients. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.16.553446. [PMID: 37645811 PMCID: PMC10462097 DOI: 10.1101/2023.08.16.553446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Understanding and managing the complexity of trauma-induced thrombo-inflammation necessitates an innovative, data-driven approach. This study leveraged a trans-omics analysis of longitudinal samples from trauma patients to illuminate molecular endotypes and trajectories that underpin patient outcomes, transcending traditional demographic and physiological characterizations. We hypothesize that trans-omics profiling reveals underlying clinical differences in severely injured patients that may present with similar clinical characteristics but ultimately have very different responses to treatment and clinical outcomes. Here we used proteomics and metabolomics to profile 759 of longitudinal plasma samples from 118 patients at 11 time points and 97 control subjects. Results were used to define distinct patient states through data reduction techniques. The patient groups were stratified based on their shock severity and injury severity score, revealing a spectrum of responses to trauma and treatment that are fundamentally tied to their unique underlying biology. Ensemble models were then employed, demonstrating the predictive power of these molecular signatures with area under the receiver operating curves of 80 to 94% for key outcomes such as INR, ICU-free days, ventilator-free days, acute lung injury, massive transfusion, and death. The molecularly defined endotypes and trajectories provide an unprecedented lens to understand and potentially guide trauma patient management, opening a path towards precision medicine. This strategy presents a transformative framework that aligns with our understanding that trauma patients, despite similar clinical presentations, might harbor vastly different biological responses and outcomes.
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LaCroix IS, Cohen M, Moore EE, Dzieciatkowska M, Silliman CC, Hansen KC, D'Alessandro A. Omics markers of platelet transfusion in trauma patients. Transfusion 2023; 63:1447-1462. [PMID: 37466356 DOI: 10.1111/trf.17472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/26/2023] [Accepted: 05/30/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND Even in the era of the COVID-19 pandemic, trauma remains the global leading cause of mortality under the age of 49. Trauma-induced coagulopathy is a leading driver of early mortality in critically ill patients, and transfusion of platelet products is a life-saving intervention to restore hemostasis in the bleeding patient. However, despite extensive functional studies based on viscoelastic assays, limited information is available about the impact of platelet transfusion on the circulating molecular signatures in trauma patients receiving platelet transfusion. MATERIALS AND METHODS To bridge this gap, we leveraged metabolomics and proteomics approaches to characterize longitudinal plasma samples (n = 118; up to 11 time points; total samples: 759) from trauma patients enrolled in the Control Of Major Bleeding After Trauma (COMBAT) study. Samples were collected in the field, in the emergency department (ED), and at intervals up to 168 h (7 days) post-hospitalization. Transfusion of platelet (PLT) products was performed (n = 30; total samples: 250) in the ED through 24 h post-hospitalization. Longitudinal plasma samples were subjected to mass spectrometry-based metabolomics and proteomics workflows. Multivariate analyses were performed to determine omics markers of transfusion of one, two, three, or more PLT transfusions. RESULTS Higher levels of tranexamic acid (TXA), inflammatory proteins, carnitines, and polyamines were detected in patients requiring PLT transfusion. Correlation of PLT units with omics data suggested sicker patients required more units and partially overlap with the population requiring transfusion of packed red blood cell products. Furthermore, platelet activation was likely increased in the most severely injured patients. Fatty acid levels were significantly lower in PLT transfusion recipients (at time of maximal transfusion: Hour 4) compared with non-recipients, while carnitine levels were significantly higher. Fatty acid levels restore later in the time course (e.g., post-PLT transfusion). DISCUSSION The present study provides the first multi-omics characterization of platelet transfusion efficacy in a clinically relevant cohort of trauma patients. Physiological alterations following transfusion were detected, highlighting the efficacy of mass spectrometry-based omics techniques to improve personalized transfusion medicine. More specialized clinical research studies focused on PLT transfusion, including organized pre and post transfusion sample collection and limitation to PLT products only, are required to fully understand subsequent metabolomic and proteomic alterations.
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Affiliation(s)
- Ian S LaCroix
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver - Anschutz Medical Campus, Aurora, Colorado, USA
| | - Mitchell Cohen
- Department of Surgery, University of Colorado - Anschutz Medical Campus, Aurora, Colorado, USA
| | - Ernest E Moore
- Department of Surgery, University of Colorado - Anschutz Medical Campus, Aurora, Colorado, USA
- "Ernest E Moore" Trauma Center at Denver Health, Denver, Colorado, USA
| | - Monika Dzieciatkowska
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver - Anschutz Medical Campus, Aurora, Colorado, USA
| | - Christopher C Silliman
- Vitalant Research Institute, Denver, Colorado, USA
- Department of Pediatrics, University of Colorado - Anschutz Medical Campus, Aurora, Colorado, USA
| | - Kirk C Hansen
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver - Anschutz Medical Campus, Aurora, Colorado, USA
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver - Anschutz Medical Campus, Aurora, Colorado, USA
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DeBot M, Erickson C, Kelher M, Schaid TR, Moore EE, Sauaia A, Cralley A, LaCroix I, D’Alessandro A, Hansen K, Cohen MJ, Silliman CC, Coleman J. Platelet and cryoprecipitate transfusions from female donors improve coagulopathy in vitro. J Trauma Acute Care Surg 2023; 94:497-503. [PMID: 36728345 PMCID: PMC10038850 DOI: 10.1097/ta.0000000000003857] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Females are relatively hypercoagulable compared with males, with increased platelet aggregation and improved clot dynamics. However, sex differences in coagulation have not yet been considered in transfusion guidelines. Therefore, our objective was to evaluate hemostatic differences in sex concordant and sex discordant cryoprecipitate and platelet transfusions. We hypothesized that transfusion of blood products from female donors results in improved coagulopathy compared with male blood products. METHODS This was a cohort study evaluating sex dimorphisms in coagulation assays and clotting factors in healthy volunteer plasma and cryoprecipitate. Sex dimorphisms in transfusions were evaluated using an in vitro coagulopathy model. Female or male platelets or single-donor cryoprecipitate was added to "recipient" whole blood after dilution of recipient blood with citrated saline to provoke a coagulopathic profile. Citrated native thromboelastography was then performed. Liquid chromatography/mass spectroscopy was performed on single-donor cryoprecipitate to evaluate sex dimorphisms in the proteome of cryoprecipitate. RESULTS Females have an increased proportion of functional fibrinogen. Transfusion of female-donor platelets and cryoprecipitate induces a larger decrease in R time and greater increase in angle than male-donor platelets or cryoprecipitate. Female-donor cryoprecipitate has increased factor V and factor XIII compared with male cryoprecipitate, and comprehensive proteomics revealed sex differences in several proteins with potential immunological significance. CONCLUSION Platelets and cryoprecipitate from female donors improve coagulopathy more than male blood products in vitro. Increased factor V and factor XIII activity as well as increased fibrinogen activity in female donors appears to drive this disparity. Sex differences in the proteome of cryoprecipitate may influence how transfusions modulate the thromboinflammation of trauma. The differing hemostatic profiles of female and male blood products suggest the potential role of sex-specific transfusions guidelines in hemostatic resuscitation.
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Affiliation(s)
- Margot DeBot
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
| | - Christopher Erickson
- University of Colorado, School of Medicine, Department of Biochemistry and Molecular Genetics, Aurora, CO
| | - Marguerite Kelher
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
- Vitalant Research Institute, Vitalent Mountain Division, Denver, CO
| | - Terry R. Schaid
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
| | - Ernest E. Moore
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
- Denver Health Medical Center, Ernest E Moore Shock Trauma Center, Denver, CO
| | - Angela Sauaia
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
- University of Colorado, School of Public Health, Management and Policy, Department of Health Systems, Aurora, CO
| | - Alexis Cralley
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
| | - Ian LaCroix
- University of Colorado, School of Medicine, Department of Biochemistry and Molecular Genetics, Aurora, CO
| | - Angelo D’Alessandro
- University of Colorado, School of Medicine, Department of Biochemistry and Molecular Genetics, Aurora, CO
| | - Kirk Hansen
- University of Colorado, School of Medicine, Department of Biochemistry and Molecular Genetics, Aurora, CO
| | - Mitchell J. Cohen
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
| | - Christopher C. Silliman
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
- Vitalant Research Institute, Vitalent Mountain Division, Denver, CO
| | - Julia Coleman
- University of Colorado, School of Medicine, Department of Surgery/Trauma Research Center, Aurora, CO
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Hu W, Li P, Zeng N, Tan S. DIA-based technology explores hub pathways and biomarkers of neurological recovery in ischemic stroke after rehabilitation. Front Neurol 2023; 14:1079977. [PMID: 36959823 PMCID: PMC10027712 DOI: 10.3389/fneur.2023.1079977] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 02/06/2023] [Indexed: 03/09/2023] Open
Abstract
Objective Ischemic stroke (IS) is a common disease that causes severe and long-term neurological disability in people worldwide. Although rehabilitation is indispensable to promote neurological recovery in ischemic stroke, it is limited to providing a timely and efficient reference for developing and adjusting treatment strategies because neurological assessment after stroke treatment is mostly performed using scales and imaging. Therefore, there is an urgent need to find biomarkers that can help us evaluate and optimize the treatment plan. Methods We used data-independent acquisition (DIA) technology to screen differentially expressed proteins (DEPs) before and after ischemic stroke rehabilitation treatment, and then performed Gene Ontology (GO) and pathway enrichment analysis of DEPs using bioinformatics tools such as KEGG pathway and Reactome. In addition, the protein-protein interaction (PPI) network and modularity analysis of DEPs were integrated to identify the hub proteins (genes) and hub signaling pathways for neurological recovery in ischemic stroke. PRM-targeted proteomics was also used to validate some of the screened proteins of interest. Results Analyzing the serum protein expression profiles before and after rehabilitation, we identified 22 DEPs that were upregulated and downregulated each. Through GO and pathway enrichment analysis and subsequent PPI network analysis constructed using STRING data and subsequent Cytoscape MCODE analysis, we identified that complement-related pathways, lipoprotein-related functions and effects, thrombosis and hemostasis, coronavirus disease (COVID-19), and inflammatory and immune pathways are the major pathways involved in the improvement of neurological function after stroke rehabilitation. Conclusion Complement-related pathways, lipoprotein-related functions and effects, thrombosis and hemostasis, coronavirus disease (COVID-19), and inflammation and immunity pathways are not only key pathways in the pathogenesis of ischemic stroke but also the main pathways of action of rehabilitation therapy. In addition, IGHA1, LRG1, IGHV3-64D, and CP are upregulated in patients with ischemic stroke and downregulated after rehabilitation, which may be used as biomarkers to monitor neurological impairment and recovery after stroke.
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Affiliation(s)
- Wei Hu
- Department of Neurology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Department of Rehabilitation, Xiangya Bo'ai Rehabilitation Hospital, Changsha, China
| | - Ping Li
- Department of Rehabilitation, Xiangya Bo'ai Rehabilitation Hospital, Changsha, China
| | - Nianju Zeng
- Department of Rehabilitation, Xiangya Bo'ai Rehabilitation Hospital, Changsha, China
- *Correspondence: Nianju Zeng
| | - Sheng Tan
- Department of Neurology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Sheng Tan
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Schaid TR, Cohen MJ, D'Alessandro A, Silliman CC, Moore EE, Sauaia A, Dzieciatkowska M, Hallas W, Thielen O, DeBot M, Cralley A, LaCroix I, Erickson C, Mitra S, Banerjee A, Jones K, Hansen KC. TRAUMA INDUCES INTRAVASCULAR HEMOLYSIS, EXACERBATED BY RED BLOOD CELL TRANSFUSION AND ASSOCIATED WITH DISRUPTED ARGININE-NITRIC OXIDE METABOLISM. Shock 2023; 59:12-19. [PMID: 36378232 PMCID: PMC9892361 DOI: 10.1097/shk.0000000000002036] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
ABSTRACT Background: Severe injury can provoke systemic processes that lead to organ dysfunction, and hemolysis of both native and transfused red blood cells (RBCs) may contribute. Hemolysis can release erythrocyte proteins, such as hemoglobin and arginase-1, the latter with the potential to disrupt arginine metabolism and limit physiologic NO production. We aimed to quantify hemolysis and arginine metabolism in trauma patients and measure association with injury severity, transfusions, and outcomes. Methods: Blood was collected from injured patients at a level I trauma center enrolled in the COMBAT (Control of Major Bleeding After Trauma) trial. Proteomics and metabolomics were performed on plasma fractions through liquid chromatography coupled with mass spectrometry. Abundances of erythrocyte proteins comprising a hemolytic profile as well as haptoglobin, l -arginine, ornithine, and l -citrulline (NO surrogate marker) were analyzed at different timepoints and correlated with transfusions and adverse outcomes. Results: More critically injured patients, nonsurvivors, and those with longer ventilator requirement had higher levels of hemolysis markers with reduced l -arginine and l -citrulline. In logistic regression, elevated hemolysis markers, reduced l -arginine, and reduced l -citrulline were significantly associated with these adverse outcomes. An increased number of blood transfusions were significantly associated with elevated hemolysis markers and reduced l -arginine and l -citrulline independently of New Injury Severity Score and arterial base excess. Conclusions: Severe injury induces intravascular hemolysis, which may mediate postinjury organ dysfunction. In addition to native RBCs, transfused RBCs can lyse and may exacerbate trauma-induced hemolysis. Arginase-1 released from RBCs may contribute to the depletion of l -arginine and the subsequent reduction in the NO necessary to maintain organ perfusion.
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Affiliation(s)
- Terry R Schaid
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Mitchell J Cohen
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | | | | | | | - Monika Dzieciatkowska
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - William Hallas
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Otto Thielen
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Margot DeBot
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Alexis Cralley
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Ian LaCroix
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Christopher Erickson
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Sanchayita Mitra
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Anirban Banerjee
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Kenneth Jones
- Department of Surgery/Trauma Research Center, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Kirk C Hansen
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Denver, Aurora, Colorado
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