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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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Gallagher LT, LaCroix I, Fields AT, Mitra S, Argabright A, D'Alessandro A, Erickson C, Nunez-Garcia B, Herrera-Rodriguez K, Chou YC, Stocker BW, Ramser BJ, Thielen O, Hallas W, Silliman CC, Kornblith LZ, Cohen MJ. Platelet releasates mitigate the endotheliopathy of trauma. J Trauma Acute Care Surg 2024; 97:738-746. [PMID: 38764145 PMCID: PMC11502277 DOI: 10.1097/ta.0000000000004342] [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: 05/21/2024]
Abstract
BACKGROUND Platelets are well known for their roles in hemostasis, but they also play a key role in thromboinflammatory pathways by regulating endothelial health, stimulating angiogenesis, and mediating host defense through both contact dependent and independent signaling. When activated, platelets degranulate releasing multiple active substances. We hypothesized that the soluble environment formed by trauma platelet releasates (TPR) attenuates thromboinflammation via mitigation of trauma induced endothelial permeability and metabolomic reprogramming. METHODS Blood was collected from injured and healthy patients to generate platelet releasates and plasma in parallel. Permeability of endothelial cells when exposed to TPR and plasma (TP) was assessed via resistance measurement by electric cell-substrate impedance sensing (ECIS). Endothelial cells treated with TPR and TP were subjected to mass spectrometry-based metabolomics. RESULTS TP increased endothelial permeability, whereas TPR decreased endothelial permeability when compared with untreated cells. When TP and TPR were mixed ex vivo, TPR mitigated TP-induced permeability, with significant increase in AUC compared with TP alone. Metabolomics of TPR and TP demonstrated disrupted redox reactions and anti-inflammatory mechanisms. CONCLUSION Trauma platelet releasates provide endothelial barrier protection against TP-induced endothelial permeability. Our findings highlight a potential beneficial action of activated platelets on the endothelium in injured patients through disrupted redox reactions and increased antioxidants. Our findings support that soluble signaling from platelet degranulation may mitigate the endotheliopathy of trauma. The clinical implications of this are that activated platelets may prove a promising therapeutic target in the complex integration of thrombosis, endotheliopathy, and inflammation in trauma.
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Affiliation(s)
- Lauren T Gallagher
- From the Department of Surgery (L.T.G., S.M., B.W.S., B.J.R., O.T., W.H., M.J.C.), Department of Biochemistry and Molecular Genetics (I.L.C., C.E.), University of Colorado, School of Medicine, Aurora, Colorado; Department of Surgery (A.T.F., B.N.-G., K.H.-R., Y.C.C., L.Z.K.), University of California, San Francisco, San Francisco, California; Mass Spectrometry Core Facility (A.A.), University of Colorado, School of Medicine; Department of Biochemistry and Molecular Genetics (A.D'A.), University of Colorado Anschutz Medical Campus, School of Medicine; Vitalant Research Institute, Department of Surgery (C.C.S.), Department of Pediatrics (C.C.S.), University of Colorado, School of Medicine, Aurora, Colorado; and Department of Laboratory Medicine (L.Z.K.), University of California, San Francisco, San Francisco, California
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Farghaly MAA, Abuelazm S, Elgendy MM, Grove D, Abu-Shaweesh JM, Dweik RA, Aly H. Volatile organic compounds in exhaled breath of newborns: a pilot study. J Perinatol 2024:10.1038/s41372-024-02102-2. [PMID: 39198557 DOI: 10.1038/s41372-024-02102-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 07/23/2024] [Accepted: 08/22/2024] [Indexed: 09/01/2024]
Abstract
OBJECTIVE To assess volatile organic compounds (VOCs) in breath samples collected non-invasively from preterm and full-term infants. METHODS This was a pilot study included preterm and full-term infants who were not intubated or suspected or diagnosed with metabolic or gastrointestinal disorders. The samples were analyzed for VOCs using a selected-ion flow-tube mass spectrometer. RESULTS Twenty infants were included; ten preterm and ten full-term infants. Twenty-two VOCs were detected and measurable in all samples. There was a significant difference between preterm and full-term infants for the 2-propanol, acetaldehyde, acetone, acetonitrile, benzene, ethanol, isoprene, pentane, 3-methylhexane, 2-nonene, ethane, triethylamine, and trimethylamine compounds. CONCLUSION It is feasible to measure VOCs in breath samples of preterm and full-term non-intubated infants. Full-term infants express different concentrations than preterm infants. Further studies are needed to examine the utility and reproducibility of measuring VOCs to identify neonatal diseases and predict outcomes.
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Affiliation(s)
- Mohsen A A Farghaly
- Neonatology Division, Cleveland Clinic Children's Hospital, Cleveland, OH, USA.
| | - Somaya Abuelazm
- Neonatology Division, Cleveland Clinic Children's Hospital, Cleveland, OH, USA
| | - Marwa M Elgendy
- Neonatology Division, Cleveland Clinic Children's Hospital, Cleveland, OH, USA
| | - David Grove
- Respiratory Institute, Cleveland Clinic, Cleveland, OH, USA
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Raed A Dweik
- Respiratory Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Hany Aly
- Neonatology Division, Cleveland Clinic Children's Hospital, Cleveland, OH, USA
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LaCroix IS, Moore EE, Cralley A, Cendali FI, Dzieciatkowska M, Hom P, Mitra S, Cohen M, Silliman C, Hansen KC, D'Alessandro A. Multiomics Signatures of Coagulopathy in a Polytrauma Swine Model Contrasted with Severe Multisystem Injured Patients. J Proteome Res 2024; 23:1163-1173. [PMID: 38386921 DOI: 10.1021/acs.jproteome.3c00581] [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: 02/24/2024]
Abstract
Trauma-induced coagulopathy (TIC) is a leading contributor to preventable mortality in severely injured patients. Understanding the molecular drivers of TIC is an essential step in identifying novel therapeutics to reduce morbidity and mortality. This study investigated multiomics and viscoelastic responses to polytrauma using our novel swine model and compared these findings with severely injured patients. Molecular signatures of TIC were significantly associated with perturbed coagulation and inflammation systems as well as extensive hemolysis. These results were consistent with patterns observed in trauma patients who had multisystem injuries. Here, intervention using resuscitative endovascular balloon occlusion of the aorta following polytrauma in our swine model revealed distinct multiomics alterations as a function of placement location. Aortic balloon placement in zone-1 worsened ischemic damage and mitochondrial dysfunction, patterns that continued throughout the monitored time course. While placement in zone-III showed a beneficial effect on TIC, it showed an improvement in effective coagulation. Taken together, this study highlights the translational relevance of our polytrauma swine model for investigating therapeutic interventions to correct TIC in patients.
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Affiliation(s)
- Ian S LaCroix
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Ernest E Moore
- Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
- Ernest E Moore Shock Trauma Center at Denver Health, Denver, Colorado 80204, United States
| | - Alexis Cralley
- Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Francesca I Cendali
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Monika Dzieciatkowska
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Patrick Hom
- Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Sanchayita Mitra
- Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Mitchell Cohen
- Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Christopher Silliman
- Vitalant Research Institute, Denver, Colorado 80230, United States
- Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Kirk C Hansen
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, Anschutz Medical Campus, Aurora, Colorado 80045, United States
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Coleman JR, D'Alessandro A, LaCroix I, Dzieciatkowska M, Lutz P, Mitra S, Gamboni F, Ruf W, Silliman CC, Cohen MJ. A metabolomic and proteomic analysis of pathologic hypercoagulability in traumatic brain injury patients after dura violation. J Trauma Acute Care Surg 2023; 95:925-934. [PMID: 37405823 PMCID: PMC11250571 DOI: 10.1097/ta.0000000000004019] [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] [Indexed: 07/06/2023]
Abstract
BACKGROUND The coagulopathy of traumatic brain injury (TBI) remains poorly understood. Contradictory descriptions highlight the distinction between systemic and local coagulation, with descriptions of systemic hypercoagulability despite intracranial hypocoagulopathy. This perplexing coagulation profile has been hypothesized to be due to tissue factor release. The objective of this study was to assess the coagulation profile of TBI patients undergoing neurosurgical procedures. We hypothesize that dura violation is associated with higher tissue factor and conversion to a hypercoagulable profile and unique metabolomic and proteomic phenotype. METHODS This is a prospective, observational cohort study of all adult TBI patients at an urban, Level I trauma center who underwent a neurosurgical procedure from 2019 to 2021. Whole blood samples were collected before and then 1 hour following dura violation. Citrated rapid and tissue plasminogen activator (tPA) thrombelastography (TEG) were performed, in addition to measurement of tissue factory activity, metabolomics, and proteomics. RESULTS Overall, 57 patients were included. The majority (61%) were male, the median age was 52 years, 70% presented after blunt trauma, and the median Glasgow Coma Score was 7. Compared with pre-dura violation, post-dura violation blood demonstrated systemic hypercoagulability, with a significant increase in clot strength (maximum amplitude of 74.4 mm vs. 63.5 mm; p < 0.0001) and a significant decrease in fibrinolysis (LY30 on tPAchallenged TEG of 1.4% vs. 2.6%; p = 0.04). There were no statistically significant differences in tissue factor. Metabolomics revealed notable increases in metabolites involved in late glycolysis, cysteine, and one-carbon metabolites, and metabolites involved in endothelial dysfunction/arginine metabolism/responses to hypoxia. Proteomics revealed notable increase in proteins related to platelet activation and fibrinolysis inhibition. CONCLUSION A systemic hypercoagulability is observed in TBI patients, characterized by increased clot strength and decreased fibrinolysis and a unique metabolomic and proteomics phenotype independent of tissue factor levels.
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Affiliation(s)
- Julia R Coleman
- From the Department of Surgery (J.R.C.), The Ohio State University, Columbus, Ohio; Department of Biochemistry and Molecular Genetics (A.D.'A., I.L.C. M.D., F.G., P.L., S.M., M.J.C.), University of Colorado, Aurora, Colorado; Department of Immunology and Microbiology (W.R.), Scripps Research, La Jolla, California; Vitalant Research Institute (C.C.S.), Denver; and Department of Pediatrics (C.C.S.), University of Colorado, Aurora, Colorado
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LaCroix IS, Cralley A, Moore EE, Cendali FI, Dzieciatkowska M, Hom P, Mitra S, Cohen M, Silliman C, Sauaia A, Hansen KC, D’Alessandro A. Omics Signatures of Tissue Injury and Hemorrhagic Shock in Swine. Ann Surg 2023; 278:e1299-e1312. [PMID: 37334680 PMCID: PMC10728352 DOI: 10.1097/sla.0000000000005944] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
OBJECTIVE Advanced mass spectrometry methods were leveraged to analyze both proteomics and metabolomics signatures in plasma upon controlled tissue injury (TI) and hemorrhagic shock (HS)-isolated or combined-in a swine model, followed by correlation to viscoelastic measurements of coagulopathy via thrombelastography. BACKGROUND TI and HS cause distinct molecular changes in plasma in both animal models and trauma patients. However, the contribution to coagulopathy of trauma, the leading cause of preventable mortality in this patient population remains unclear. The recent development of a swine model for isolated or combined TI+HS facilitated the current study. METHODS Male swine (n=17) were randomized to either isolated or combined TI and HS. Coagulation status was analyzed by thrombelastography during the monitored time course. The plasma fractions of the blood draws (at baseline; end of shock; and at 30 minutes, 1, 2, and 4 hours after shock) were analyzed by mass spectrometry-based proteomics and metabolomics workflows. RESULTS HS-isolated or combined with TI-caused the most severe omic alterations during the monitored time course. While isolated TI delayed the activation of coagulation cascades. Correlation to thrombelastography parameters of clot strength (maximum amplitude) and breakdown (LY30) revealed signatures of coagulopathy which were supported by analysis of gene ontology-enriched biological pathways. CONCLUSION The current study provides a comprehensive characterization of proteomic and metabolomic alterations to combined or isolated TI and HS in a swine model and identifies early and late omics correlates to viscoelastic measurements in this system.
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Affiliation(s)
- Ian S. LaCroix
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver – Anschutz Medical Campus, Aurora, CO, USA
| | - Alexis Cralley
- Department of Surgery, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA
| | - Ernest E. Moore
- Department of Surgery, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA
- Ernest E Moore Shock Trauma Center at Denver Health, Denver, CO, USA
| | - Francesca I Cendali
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver – Anschutz Medical Campus, Aurora, CO, USA
| | - Monika Dzieciatkowska
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver – Anschutz Medical Campus, Aurora, CO, USA
| | - Patrick Hom
- Department of Surgery, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA
| | - Sanchayita Mitra
- Department of Surgery, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA
| | | | - Christopher Silliman
- Vitalant Research Institute, Denver, CO, USA
- Department of Pediatrics, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA
| | - Angela Sauaia
- Ernest E Moore Shock Trauma Center at Denver Health, Denver, CO, USA
| | - Kirk C Hansen
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver – Anschutz Medical Campus, Aurora, CO, USA
| | - Angelo D’Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver – Anschutz Medical Campus, Aurora, CO, USA
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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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D'Alessandro A. Red Blood Cell Omics and Machine Learning in Transfusion Medicine: Singularity Is Near. Transfus Med Hemother 2023; 50:174-183. [PMID: 37434999 PMCID: PMC10331163 DOI: 10.1159/000529744] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 02/14/2023] [Indexed: 07/30/2023] Open
Abstract
Background Blood transfusion is a life-saving intervention for millions of recipients worldwide. Over the last 15 years, the advent of high-throughput, affordable omics technologies - including genomics, proteomics, lipidomics, and metabolomics - has allowed transfusion medicine to revisit the biology of blood donors, stored blood products, and transfusion recipients. Summary Omics approaches have shed light on the genetic and non-genetic factors (environmental or other exposures) impacting the quality of stored blood products and efficacy of transfusion events, based on the current Food and Drug Administration guidelines (e.g., hemolysis and post-transfusion recovery for stored red blood cells). As a treasure trove of data accumulates, the implementation of machine learning approaches promises to revolutionize the field of transfusion medicine, not only by advancing basic science. Indeed, computational strategies have already been used to perform high-content screenings of red blood cell morphology in microfluidic devices, generate in silico models of erythrocyte membrane to predict deformability and bending rigidity, or design systems biology maps of the red blood cell metabolome to drive the development of novel storage additives. Key Message In the near future, high-throughput testing of donor genomes via precision transfusion medicine arrays and metabolomics of all donated products will be able to inform the development and implementation of machine learning strategies that match, from vein to vein, donors, optimal processing strategies (additives, shelf life), and recipients, realizing the promise of personalized transfusion medicine.
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Affiliation(s)
- Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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LaCroix IS, Cohen M, Moore EE, Dzieciatkowska M, Nemkov T, Schaid TR, Debot M, Jones K, Silliman CC, Hansen KC, D’Alessandro A. Omics Markers of Red Blood Cell Transfusion in Trauma. Int J Mol Sci 2022; 23:13815. [PMID: 36430297 PMCID: PMC9696854 DOI: 10.3390/ijms232213815] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 10/28/2022] [Accepted: 11/04/2022] [Indexed: 11/11/2022] Open
Abstract
Red blood cell (RBC) transfusion is a life-saving intervention for millions of trauma patients every year worldwide. While hemoglobin thresholds are clinically driving the need for RBC transfusion, limited information is available with respect to transfusion efficacy at the molecular level in clinically relevant cohorts. Here, we combined plasma metabolomic and proteomic measurements in longitudinal samples (n = 118; up to 13 time points; total samples: 690) from trauma patients enrolled in the control of major bleeding after trauma (COMBAT) study. Samples were collected in the emergency department and at continuous intervals up to 168 h (seven days) post-hospitalization. Statistical analyses were performed to determine omics correlate to transfusions of one, two, three, five, or more packed RBC units. While confounded by the concomitant transfusion of other blood components and other iatrogenic interventions (e.g., surgery), here we report that transfusion of one or more packed RBCs—mostly occurring within the first 4 h from hospitalization in this cohort—results in the increase in circulating levels of additive solution components (e.g., mannitol, phosphate) and decreases in the levels of circulating markers of hypoxia, such as lactate, carboxylic acids (e.g., succinate), sphingosine 1-phosphate, polyamines (especially spermidine), and hypoxanthine metabolites with potential roles in thromboinflammatory modulation after trauma. These correlations were the strongest in patients with the highest new injury severity scores (NISS > 25) and lowest base excess (BE < −10), and the effect observed was proportional to the number of units transfused. We thus show that transfusion of packed RBCs transiently increases the circulating levels of plasticizers—likely leaching from the blood units during refrigerated storage in the blood bank. Changes in the levels of arginine metabolites (especially citrulline to ornithine ratios) are indicative of an effect of transfusion on nitric oxide metabolism, which could potentially contribute to endothelial regulation. RBC transfusion was associated with changes in the circulating levels of coagulation factors, fibrinogen chains, and RBC-proteins. Changes in lysophospholipids and acyl-carnitines were observed upon transfusion, suggestive of an effect on the circulating lipidome—though cell-extrinsic/intrinsic effects and/or the contribution of other blood components cannot be disentangled. By showing a significant decrease in circulating markers of hypoxia, this study provides the first multi-omics characterization of RBC transfusion efficacy in a clinically relevant cohort of trauma patients.
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Affiliation(s)
- Ian S. LaCroix
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Mitchell Cohen
- Department of Surgery, University of Colorado-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Ernest E. Moore
- Department of Surgery, University of Colorado-Anschutz Medical Campus, Aurora, CO 80045, USA
- Ernest E Moore Shock Trauma Center at Denver Health, Denver, CO 80204, USA
| | - Monika Dzieciatkowska
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Travis Nemkov
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Terry R. Schaid
- Department of Surgery, University of Colorado-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Margaret Debot
- Department of Surgery, University of Colorado-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Kenneth Jones
- Department of Cell Biology, University of Oklahoma, Oklahoma City, OK 73104, USA
| | - Christopher C. Silliman
- Vitalant Research Institute, Denver, CO 80230, USA
- Department of Pediatrics, University of Colorado-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Kirk C. Hansen
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver-Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Angelo D’Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver-Anschutz Medical Campus, Aurora, CO 80045, USA
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Zhou S, Xie J, Yu C, Feng Z, Cheng K, Ma J, Wang Y, Duan C, Zhang Y, Jin B, Yin W, Zhuang R. CD226 deficiency promotes glutaminolysis and alleviates mitochondria damage in vascular endothelial cells under hemorrhagic shock. FASEB J 2021; 35:e21998. [PMID: 34669985 DOI: 10.1096/fj.202101134r] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 09/23/2021] [Accepted: 10/04/2021] [Indexed: 12/18/2022]
Abstract
Hemorrhagic shock (HS) is common in clinical emergencies, leading to millions of deaths each year globally. CD226 is a costimulatory adhesion molecule expressed on both immune cells and endothelial cells (ECs) to regulate their metabolic activity and function. As endothelial dysfunction occurs after HS, the roles CD226 plays in vascular EC metabolism were investigated. CD226fl/fl Tekcre mice were adopted to achieve vascular EC-specific knockout of CD226, and subjected to HS modelling. Serum levels of crucial intermediate metabolites were evaluated through liquid chromatography-mass spectrometry analysis. Human umbilical vein ECs (HUVECs) were used to study the effects of CD226 under hypoxia in vitro. Seahorse analysis evaluated the cellular glycolysis and mitochondria bioenergetics. Results showed that CD226 deficiency in vascular ECs alleviated HS-induced intestinal damage and inflammatory response in mice. Animal studies indicated an improved energy metabolism when CD226 was knocked out in ECs after HS, as evidenced by enhanced glutamine-glutamate metabolism and decreased lactic acid levels. Glut-1 was upregulated in mouse vascular ECs after HS and HUVECs under hypoxia, combined with decreased CD226. Moreover, HUVECs with CD226 knockdown exhibited relieved mitochondrial damage and early apoptosis under hypoxia, whereas CD226 overexpression showed opposite effects. Seahorse analysis showed that downregulated CD226 significantly increased mitochondrial ATP production and glucose uptake in HUVECs under hypoxia. Additionally, Erk/PHD2 signaling-mediated HIF-1α/Glut-1 and HIF-2α/ASCT2 pathways were involved in CD226 regulation on HUVEC glutaminolysis after hypoxia. Hence, CD226 deficiency promotes bypass energy supply to vascular ECs under ischemic or hypoxic stress, to ameliorate the stress-mediated metabolic disturbance.
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Affiliation(s)
- Shangxun Zhou
- Department of Immunology, Fourth Military Medical University, Xi'an, China.,Department of Emergency, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Jiangang Xie
- Department of Immunology, Fourth Military Medical University, Xi'an, China.,Department of Emergency, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Chaoping Yu
- Department of Immunology, Fourth Military Medical University, Xi'an, China.,Department of Emergency, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Zhusheng Feng
- Department of Emergency, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Kun Cheng
- Department of Immunology, Fourth Military Medical University, Xi'an, China
| | - Jingchang Ma
- Department of Immunology, Fourth Military Medical University, Xi'an, China
| | - Yuling Wang
- Department of Immunology, Fourth Military Medical University, Xi'an, China
| | - Chujun Duan
- Department of Emergency, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Yuan Zhang
- Institute of Medical Research, Northwestern Polytechnical University, Xi'an, China
| | - Boquan Jin
- Department of Immunology, Fourth Military Medical University, Xi'an, China
| | - Wen Yin
- Department of Emergency, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Ran Zhuang
- Department of Immunology, Fourth Military Medical University, Xi'an, China.,Institute of Medical Research, Northwestern Polytechnical University, Xi'an, China
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11
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Abstract
OBJECTIVE The aim of this study was to define the influence of trauma on cardiac glucose and fatty acid transport. The effects were investigated in vivo in a porcine mono- and polytrauma model and in vitro in human cardiomyocytes, which were treated simultaneously with different inflammatory substances, mimicking posttraumatic inflammatory conditions. METHODS AND RESULTS In the porcine fracture- and polytrauma model, blood glucose concentrations were measured by blood gas analysis during an observation period of 72 h. The expression of cardiac glucose and fatty acid transporters in the left ventricle was determined by RT-qPCR and immunofluorescence. Cardiac and hepatic glycogen storage was examined. Furthermore, human cardiomyocytes were exposed to a defined trauma-cocktail and the expression levels of glucose- and fatty acid transporters were determined. Early after polytrauma, hyperglycemia was observed. After 48 and 72 h, pigs with fracture- and polytrauma developed hypoglycemia. The propofol demand significantly increased posttrauma. The hepatic glycogen concentration was reduced 72 h after trauma. Cardiac glucose and fatty acid transporters changed in both trauma models in vivo as well as in vitro in human cardiomyocytes in presence of proinflammatory mediators. CONCLUSIONS Monotrauma as well as polytrauma changed the cardiac energy transport by altering the expression of glucose and fatty acid transporters. In vitro data suggest that human cardiomyocytes shift to a state alike myocardial hibernation preferring glucose as primary energy source to maintain cardiac function.
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12
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Sackheim AM, Villalba N, Sancho M, Harraz OF, Bonev AD, D’Alessandro A, Nemkov T, Nelson MT, Freeman K. Traumatic Brain Injury Impairs Systemic Vascular Function Through Disruption of Inward-Rectifier Potassium Channels. FUNCTION (OXFORD, ENGLAND) 2021; 2:zqab018. [PMID: 34568829 PMCID: PMC8462507 DOI: 10.1093/function/zqab018] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Trauma can lead to widespread vascular dysfunction, but the underlying mechanisms remain largely unknown. Inward-rectifier potassium channels (Kir2.1) play a critical role in the dynamic regulation of regional perfusion and blood flow. Kir2.1 channel activity requires phosphatidylinositol 4,5-bisphosphate (PIP2), a membrane phospholipid that is degraded by phospholipase A2 (PLA2) in conditions of oxidative stress or inflammation. We hypothesized that PLA2-induced depletion of PIP2 after trauma impairs Kir2.1 channel function. A fluid percussion injury model of traumatic brain injury (TBI) in rats was used to study mesenteric resistance arteries 24 hours after injury. The functional responses of intact arteries were assessed using pressure myography. We analyzed circulating PLA2, hydrogen peroxide (H2O2), and metabolites to identify alterations in signaling pathways associated with PIP2 in TBI. Electrophysiology analysis of freshly-isolated endothelial and smooth muscle cells revealed a significant reduction of Ba2+-sensitive Kir2.1 currents after TBI. Additionally, dilations to elevated extracellular potassium and BaCl2- or ML 133-induced constrictions in pressurized arteries were significantly decreased following TBI, consistent with an impairment of Kir2.1 channel function. The addition of a PIP2 analog to the patch pipette successfully rescued endothelial Kir2.1 currents after TBI. Both H2O2 and PLA2 activity were increased after injury. Metabolomics analysis demonstrated altered lipid metabolism signaling pathways, including increased arachidonic acid, and fatty acid mobilization after TBI. Our findings support a model in which increased H2O2-induced PLA2 activity after trauma hydrolyzes endothelial PIP2, resulting in impaired Kir2.1 channel function.
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Affiliation(s)
- Adrian M Sackheim
- Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Nuria Villalba
- Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Maria Sancho
- Department of Pharmacology, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Osama F Harraz
- Department of Pharmacology, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Adrian D Bonev
- Department of Pharmacology, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Angelo D’Alessandro
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA
- Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Travis Nemkov
- Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Mark T Nelson
- Department of Pharmacology, University of Vermont Larner College of Medicine, Burlington, VT, USA
- Division of Cardiovascular Sciences, University of Manchester, Manchester, UK
| | - Kalev Freeman
- Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA
- Department of Pharmacology, University of Vermont Larner College of Medicine, Burlington, VT, USA
- Address correspondence to K.F. (e-mail: )
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13
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Hubbard WJ, Yang S, Chaudry IH. Ethinyl estradiol sulfate acts without fluid resuscitation through estrogen receptors to rapidly protect the cardiovascular system from severe hemorrhage. J Trauma Acute Care Surg 2021; 90:353-359. [PMID: 33048911 DOI: 10.1097/ta.0000000000002978] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Our in vivo rodent and pig model evidenced that estrogen and its derivative, ethinyl estradiol sulfate (EES), promote survival following hemorrhagic shock. To determine its mechanism, we first confirmed EES binding to estrogen receptor (ER) and improving/restoring cellular signaling, countering the assumption that EES, an ethinyl estradiol metabolite, is inactive. In addition, we examined if EES acts rapidly, consistent with nongenomic signaling. We selected the biomarkers of cardiovascular performance, reduction of apoptosis and proinflammatory responses, and elaboration of nitric oxide (NO) to validate efficacy. METHODS A rat trauma-hemorrhage model, consisting of a midline laparotomy and controlled bleeding (60% blood loss) without fluid resuscitation, was used. At 30 minutes after hemorrhage, heart performance was monitored, and Western blots were used to quantify biochemical analytes. The specificity of EES for ER was profiled with ER antagonists. Binding studies by Sekisui XenoTech (Kansas City, KS) determined an LD50 value for EES binding the rat ER. RESULTS The EES IC50 value was 1.52 × 10-8 Mol/L, consistent with pharmacologic efficacy. Ethinyl estradiol sulfate raised mean arterial pressure and ±derivative of pressure over time (dP/dT) significantly (but did not fully restore) within a 30-minute window. Levels of apoptosis and activation of NF-κB were dramatically reduced, as was elaboration of nitric oxide (NO) by inducible nitric oxide synthase. Phospho-endothelial nitric oxide synthase (eNOS) was restored to physiological levels. The restoration of cellular signaling occurs before restoration of cardiac contractility. CONCLUSION Ethinyl estradiol sulfate is a potent drug for improving heart performance, which also dramatically reduces damage by apoptosis, proinflammatory activity, and NO production, validating that EES can blunt multiple harmful outcomes arising from hypoxia and hypovolemia. The actions are dependent on receptor engagement, where specificity is confirmed by ER antagonists. The constraint of a 30-minute sampling window affirms that the responses are nongenomic and very likely restricted to cell-surface receptor engagement. The rapidity of these responses makes EES promising for intervention in the "golden hour."
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Affiliation(s)
- William J Hubbard
- From the Department of Surgery, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
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14
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Li Y, Dubick MA, Yang Z, Barr JL, Gremmer BJ, Lucas ML, Necsoiu C, Jordan BS, Batchinsky AI, Cancio LC. Distal organ inflammation and injury after resuscitative endovascular balloon occlusion of the aorta in a porcine model of severe hemorrhagic shock. PLoS One 2020; 15:e0242450. [PMID: 33201908 PMCID: PMC7671515 DOI: 10.1371/journal.pone.0242450] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 11/03/2020] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Resuscitative Endovascular Balloon Occlusion of Aorta (REBOA) has emerged as a potential life-saving maneuver for the management of non-compressible torso hemorrhage in trauma patients. Complete REBOA (cREBOA) is inherently associated with the burden of ischemia reperfusion injury (IRI) and organ dysfunction. However, the distal organ inflammation and its association with organ injury have been little investigated. This study was conducted to assess these adverse effects of cREBOA following massive hemorrhage in swine. METHODS Spontaneously breathing and consciously sedated Sinclair pigs were subjected to exponential hemorrhage of 65% total blood volume over 60 minutes. Animals were randomized into 3 groups (n = 7): (1) Positive control (PC) received immediate transfusion of shed blood after hemorrhage, (2) 30min-cREBOA (A30) received Zone 1 cREBOA for 30 minutes, and (3) 60min-cREBOA (A60) given Zone 1 cREBOA for 60 minutes. The A30 and A60 groups were followed by resuscitation with shed blood post-cREBOA and observed for 4h. Metabolic and hemodynamic effects, coagulation parameters, inflammatory and end organ consequences were monitored and assessed. RESULTS Compared with 30min-cREBOA, 60min-cREBOA resulted in (1) increased IL-6, TNF-α, and IL-1β in distal organs (kidney, jejunum, and liver) (p < 0.05) and decreased reduced glutathione in kidney and liver (p < 0.05), (2) leukopenia, neutropenia, and coagulopathy (p < 0.05), (3) blood pressure decline (p < 0.05), (4) metabolic acidosis and hyperkalemia (p < 0.05), and (5) histological injury of kidney and jejunum (p < 0.05) as well as higher levels of creatinine, AST, and ALT (p < 0.05). CONCLUSION 30min-cREBOA seems to be a feasible and effective adjunct in supporting central perfusion during severe hemorrhage. However, prolonged cREBOA (60min) adverse effects such as distal organ inflammation and injury must be taken into serious consideration.
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Affiliation(s)
- Yansong Li
- Department of Expeditionary Critical Care Research, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
- * E-mail:
| | - Michael A. Dubick
- Department of Damage Control Resuscitation, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Zhangsheng Yang
- Department of Expeditionary Critical Care Research, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Johnny L. Barr
- Department of Damage Control Resuscitation, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Brandon J. Gremmer
- Department of Expeditionary Critical Care Research, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Michael L. Lucas
- Department of Expeditionary Critical Care Research, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Corina Necsoiu
- Department of Expeditionary Critical Care Research, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Bryan S. Jordan
- Department of Expeditionary Critical Care Research, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Andriy I. Batchinsky
- Department of Expeditionary Critical Care Research, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
| | - Leopoldo C. Cancio
- U. S. Army Burn Center, US Army Institute of Surgical Research, Fort Sam Houston, Texas, United States of America
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15
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Laserna AKC, Lai Y, Fang G, Ganapathy R, Atan MSBM, Lu J, Wu J, Uttamchandani M, Moochhala SM, Li SFY. Metabolic Profiling of a Porcine Combat Trauma-Injury Model Using NMR and Multi-Mode LC-MS Metabolomics-A Preliminary Study. Metabolites 2020; 10:metabo10090373. [PMID: 32948079 PMCID: PMC7570375 DOI: 10.3390/metabo10090373] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 09/08/2020] [Accepted: 09/10/2020] [Indexed: 11/16/2022] Open
Abstract
Profiles of combat injuries worldwide have shown that penetrating trauma is one of the most common injuries sustained during battle. This is usually accompanied by severe bleeding or hemorrhage. If the soldier does not bleed to death, he may eventually succumb to complications arising from trauma hemorrhagic shock (THS). THS occurs when there is a deficiency of oxygen reaching the organs due to excessive blood loss. It can trigger massive metabolic derangements and an overwhelming inflammatory response, which can subsequently lead to the failure of organs and possibly death. A better understanding of the acute metabolic changes occurring after THS can help in the development of interventional strategies, as well as lead to the identification of potential biomarkers for rapid diagnosis of hemorrhagic shock and organ failure. In this preliminary study, a metabolomic approach using the complementary platforms of nuclear magnetic resonance (NMR) spectroscopy and liquid chromatography coupled with mass spectrometry (LC-MS) was used to determine the metabolic changes occurring in a porcine model of combat trauma injury comprising of penetrating trauma to a limb with hemorrhagic shock. Several metabolites associated with the acute-phase reaction, inflammation, energy depletion, oxidative stress, and possible renal dysfunction were identified to be significantly changed after a thirty-minute shock period.
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Affiliation(s)
- Anna Karen Carrasco Laserna
- Department of Chemistry, Faculty of Science, National University of Singapore, 3 Science Drive 3, Singapore 117543, Singapore; (A.K.C.L.); (G.F.); (M.U.)
| | - Yiyang Lai
- Defence Medical and Environmental Research Institute, DSO National Laboratories, 27 Medical Drive, Singapore 117510, Singapore; (Y.L.); (R.G.); (J.L.); (J.W.)
| | - Guihua Fang
- Department of Chemistry, Faculty of Science, National University of Singapore, 3 Science Drive 3, Singapore 117543, Singapore; (A.K.C.L.); (G.F.); (M.U.)
- Forensic Science Division, Health Services Authority, 11 Outram Road, Singapore 169078, Singapore
| | - Rajaseger Ganapathy
- Defence Medical and Environmental Research Institute, DSO National Laboratories, 27 Medical Drive, Singapore 117510, Singapore; (Y.L.); (R.G.); (J.L.); (J.W.)
| | | | - Jia Lu
- Defence Medical and Environmental Research Institute, DSO National Laboratories, 27 Medical Drive, Singapore 117510, Singapore; (Y.L.); (R.G.); (J.L.); (J.W.)
| | - Jian Wu
- Defence Medical and Environmental Research Institute, DSO National Laboratories, 27 Medical Drive, Singapore 117510, Singapore; (Y.L.); (R.G.); (J.L.); (J.W.)
| | - Mahesh Uttamchandani
- Department of Chemistry, Faculty of Science, National University of Singapore, 3 Science Drive 3, Singapore 117543, Singapore; (A.K.C.L.); (G.F.); (M.U.)
- Defence Medical and Environmental Research Institute, DSO National Laboratories, 27 Medical Drive, Singapore 117510, Singapore; (Y.L.); (R.G.); (J.L.); (J.W.)
| | - Shabbir M. Moochhala
- School of Applied Sciences, Temasek Polytechnic, 21 Tampines Ave 1, Singapore 529757, Singapore;
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Blk MD3, 16 Medical Drive, Singapore 117600, Singapore
- Correspondence: (S.M.M.); (S.F.Y.L.); Tel.: +65-6516-2681 (S.F.Y.L.)
| | - Sam Fong Yau Li
- Department of Chemistry, Faculty of Science, National University of Singapore, 3 Science Drive 3, Singapore 117543, Singapore; (A.K.C.L.); (G.F.); (M.U.)
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, Singapore 117411, Singapore
- Correspondence: (S.M.M.); (S.F.Y.L.); Tel.: +65-6516-2681 (S.F.Y.L.)
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16
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Pagano E, Frank B, Jaggers J, Twite M, Urban TT, Klawitter J, Davidson J. Alterations in Metabolites Associated with Hypoxemia in Neonates and Infants with Congenital Heart Disease. CONGENIT HEART DIS 2020; 15:251-265. [PMID: 34413893 PMCID: PMC8372212 DOI: 10.32604/chd.2020.012219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Objectives: (1) To measure the global shift in the metabolome in hypoxemic versus non-hypoxemic infants with congenital heart disease; (2) To identify metabolites and metabolic pathways that are altered in hypoxemia. Study Design: Analysis of serum samples obtained prior to cardiopulmonary bypass from 82 infants ≤120 days old with congenital heart disease requiring surgery at Children’s Hospital Colorado. Infants were divided into groups based on pre-operative oxygen saturations: non-hypoxemic (>92%), mild hypoxemia (85–92%), and severe hypoxemia (<85%). Tandem mass spectrometry was used to analyze 165 targeted metabolites. Partial least squares discriminant analysis and t-tests were used to determine differences among metabolic profiles and individual metabolites respectively. Results: The broad metabolic fingerprint of neonates or older infants did not vary by degree of hypoxemia. There were 12 individual metabolites that differed between hypoxemic and non-hypoxemic neonates, including lower methylmalonic acid (p = 2.44 × 10−4), glutamate (p = 0.001), and hypoxanthine (p = 0.003), and higher thymine (p = 8.67 × 10−4) and myo-inositol (p = 0.014) seen in hypoxemic neonates. Individual metabolites did not vary significantly between older infants with or without hypoxemia. Conclusions: We did not find evidence supporting global metabolic changes associated with cyanotic congenital heart disease in neonates or older infants. However, specific metabolites did discriminate between hypoxemic and non-hypoxemic neonates. These include methylmalonic acid, as well as several metabolites known to change in hypoxia-reoxygenation states (hypoxanthine) and chronic hypoxemic states (glutamate, thymine, myo-inositol) and may represent specific metabolic changes triggered by hypoxemia among neonates with cyanotic congenital heart disease.
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Affiliation(s)
- Evan Pagano
- University of Colorado, Department of Pediatrics, Aurora, CO 80045, USA
| | - Benjamin Frank
- University of Colorado, Department of Pediatrics, Aurora, CO 80045, USA
| | - James Jaggers
- University of Colorado, Department of Surgery, Aurora, CO 80045, USA
| | - Mark Twite
- University of Colorado, Department of Anesthesiology, Aurora, CO 80045, USA
| | - Tracy T Urban
- Children's Hospital Colorado Research Institute, Aurora, CO 80045, USA
| | - Jelena Klawitter
- University of Colorado, Department of Surgery, Aurora, CO 80045, USA
| | - Jesse Davidson
- University of Colorado, Department of Pediatrics, Aurora, CO 80045, USA
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Davidson JA, Pfeifer Z, Frank B, Tong S, Urban TT, Wischmeyer PA, Mourani P, Landeck B, Christians U, Klawitter J. Metabolomic Fingerprinting of Infants Undergoing Cardiopulmonary Bypass: Changes in Metabolic Pathways and Association With Mortality and Cardiac Intensive Care Unit Length of Stay. J Am Heart Assoc 2018; 7:e010711. [PMID: 30561257 PMCID: PMC6405618 DOI: 10.1161/jaha.118.010711] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 11/08/2018] [Indexed: 12/30/2022]
Abstract
Background Mortality for infants undergoing complex cardiac surgery is >10% with a 30% to 40% risk of complications. Early identification and treatment of high-risk infants remains challenging. Metabolites are small molecules that determine the minute-to-minute cellular phenotype, making them ideal biomarkers for postsurgical monitoring and potential targets for intervention. Methods and Results We measured 165 serum metabolites by tandem mass spectroscopy in infants ≤120 days old undergoing cardiopulmonary bypass. Samples were collected prebypass, during rewarming, and 24 hours after surgery. Partial least squares-discriminant analysis, pathway analysis, and receiver operator characteristic curve analysis were used to evaluate changes in the metabolome, assess altered metabolic pathways, and discriminate between survivors/nonsurvivors as well as upper/lower 50% intensive care unit length of stay. Eighty-two infants had preoperative samples for analysis; 57 also had rewarming and 24-hour samples. Preoperation, the metabolic fingerprint of neonates differed from older infants ( R2=0.89, Q2=0.77; P<0.001). Cardiopulmonary bypass resulted in progressive, age-independent metabolic disturbance ( R2=0.92, Q2=0.83; P<0.001). Multiple pathways demonstrated changes, with arginine/proline ( P=1.2×10-35), glutathione ( P=3.3×10-39), and alanine/aspartate/glutamate ( P=1.4×10-26) metabolism most affected. Six subjects died. Nonsurvivors demonstrated altered aspartate ( P=0.007) and nicotinate/nicotinamide metabolism ( P=0.005). The combination of 24-hour aspartate and methylnicotinamide identified nonsurvivors versus survivors (area under the curve, 0.86; P<0.01), as well as upper/lower 50% intensive care unit length of stay (area under the curve, 0.89; P<0.01). Conclusions The preoperative metabolic fingerprint of neonates differed from older infants. Large metabolic shifts occurred after cardiopulmonary bypass, independent of age. Nonsurvivors and subjects requiring longer intensive care unit length of stay showed distinct changes in metabolism. Specific metabolites, including aspartate and methylnicotinamide, may differentiate sicker patients from those experiencing a more benign course.
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Affiliation(s)
- Jesse A. Davidson
- Department of PediatricsUniversity of Colorado/Children's Hospital ColoradoAuroraCO
| | | | - Benjamin Frank
- Department of PediatricsUniversity of Colorado/Children's Hospital ColoradoAuroraCO
| | - Suhong Tong
- Department of BiostatisticsUniversity of Colorado/Children's Hospital ColoradoAuroraCO
| | - Tracy T. Urban
- Department of Research InstituteChildren's Hospital ColoradoAuroraCO
| | | | - Peter Mourani
- Department of PediatricsUniversity of Colorado/Children's Hospital ColoradoAuroraCO
| | - Bruce Landeck
- Department of PediatricsUniversity of Colorado/Children's Hospital ColoradoAuroraCO
| | - Uwe Christians
- Department of AnesthesiologyUniversity of ColoradoAuroraCO
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18
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Standl T, Annecke T, Cascorbi I, R. Heller A, Sabashnikov A, Teske W. The Nomenclature, Definition and Distinction of Types of Shock. DEUTSCHES ARZTEBLATT INTERNATIONAL 2018; 115:757-768. [PMID: 30573009 PMCID: PMC6323133 DOI: 10.3238/arztebl.2018.0757] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Revised: 09/28/2017] [Accepted: 08/27/2018] [Indexed: 12/16/2022]
Abstract
BACKGROUND A severe mismatch between the supply and demand of oxygen is the common feature of all types of shock. We present a newly developed, clinically oriented classification of the various types of shock and their therapeutic implications. METHODS This review is based on pertinent publications (1990-2018) retrieved by a selective search in PubMed, and on the relevant guidelines and meta-analyses. RESULTS There are only four major categories of shock, each of which is mainly related to one of four organ systems. Hypovolemic shock relates to the blood and fluids compartment while distributive shock relates to the vascular system; cardiogenic shock arises from primary cardiac dysfunction; and obstructive shock arises from a blockage of the circulation. Hypovolemic shock is due to intravascular volume loss and is treated by fluid replacement with balanced crystalloids. Distributive shock, on the other hand, is a state of relative hypovolemia resulting from pathological redistribution of the absolute intravascular volume and is treated with a combination of vasoconstrictors and fluid replacement. Cardiogenic shock is due to inadequate function of the heart, which shall be treated, depending on the situation, with drugs, surgery, or other interventional procedures. In obstructive shock, hypoperfusion due to elevated resistance shall be treated with an immediate life-saving intervention. CONCLUSION The new classification is intended to facilitate the goal-driven treatment of shock in both the pre-hospital and the inpatient setting. A uniform treatment strategy should be established for each of the four types of shock.
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Affiliation(s)
- Thomas Standl
- Department of Anesthesiology, Intensive and Palliative Care Medicine, Städtisches Klinikum Solingen gGmbH
| | - Thorsten Annecke
- Department of Anesthesiology and Intensive Care Medicine, University Hospital of Cologne
| | - Ingolf Cascorbi
- Institute of Clinical and Experimental Pharmacology at the University Medical Center Schleswig-Holstein, Campus Kiel
| | - Axel R. Heller
- Surgical Center/Emergency Department, Department of Anesthesiology and Intensive Care, University Hospital Carl Gustav Carus, Technische Universität Dresden
| | - Anton Sabashnikov
- Department of Cardiothoracic Surgery, Cardiac Center, University Hospital of Cologne
| | - Wolfram Teske
- Department of Orthopedics and Trauma Surgery, Kath. Krankenhaus Hagen gGmbH
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19
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Moore EE. Trauma research: Trials and tribulations of a triceratops. J Trauma Acute Care Surg 2018; 85:841-850. [PMID: 30359335 DOI: 10.1097/ta.0000000000002054] [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: 11/26/2022]
Affiliation(s)
- Ernest E Moore
- From the Departments of Surgery (E.E.M.), Ernest E Moore Shock Trauma Center at Denver Health and University of Colorado Denver, Denver, Colorado
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20
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What's New in Shock, May 2018? Shock 2018; 49:483-485. [PMID: 29652787 DOI: 10.1097/shk.0000000000001121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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