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Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion

OBJECTIVE: Trauma-induced coagulopathy (TIC) is provoked by multiple mechanisms and is perceived to be one driver of massive transfusions (MT). Single laboratory values using prothrombin time (INR) or thrombelastography (TEG) are used to clinically define this complex process. We used a proteomics a...

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Autores principales: Moore, Hunter B., Neal, Matthew D., Bertolet, Marnie, Joughin, Brian A., Yaffe, Michael B., Barrett, Christopher D., Bird, Molly A., Tracy, Russell P., Moore, Ernest E, Sperry, Jason L., Zuckerbraun, Brian S., Park, Myung S., Cohen, Mitchell J., Wisniewski, Stephen R., Morrissey, James H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514137/
https://www.ncbi.nlm.nih.gov/pubmed/36177090
http://dx.doi.org/10.1097/AS9.0000000000000167
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author Moore, Hunter B.
Neal, Matthew D.
Bertolet, Marnie
Joughin, Brian A.
Yaffe, Michael B.
Barrett, Christopher D.
Bird, Molly A.
Tracy, Russell P.
Moore, Ernest E
Sperry, Jason L.
Zuckerbraun, Brian S.
Park, Myung S.
Cohen, Mitchell J.
Wisniewski, Stephen R.
Morrissey, James H.
author_facet Moore, Hunter B.
Neal, Matthew D.
Bertolet, Marnie
Joughin, Brian A.
Yaffe, Michael B.
Barrett, Christopher D.
Bird, Molly A.
Tracy, Russell P.
Moore, Ernest E
Sperry, Jason L.
Zuckerbraun, Brian S.
Park, Myung S.
Cohen, Mitchell J.
Wisniewski, Stephen R.
Morrissey, James H.
author_sort Moore, Hunter B.
collection PubMed
description OBJECTIVE: Trauma-induced coagulopathy (TIC) is provoked by multiple mechanisms and is perceived to be one driver of massive transfusions (MT). Single laboratory values using prothrombin time (INR) or thrombelastography (TEG) are used to clinically define this complex process. We used a proteomics approach to test whether current definitions of TIC (INR, TEG, or clinical judgment) are sufficient to capture the majority of protein changes associated with MT. METHODS: Eight level I trauma centers contributed blood samples from patients available early after injury. TIC was defined as INR >1.5 (INR-TIC), TEG maximum amplitude <50 mm (TEG-TIC), or clinical judgment (Clin-TIC) by the trauma surgeon. MT was defined as >10 units of red blood cells in 24 hours or >4 units RBC/hour during the first 4 hours. SomaLogic proteomic analysis of 1305 proteins was performed. Pathways associated with proteins dysregulated in patients with each TIC definition and MT were identified. RESULTS: Patients (n = 211) had a mean injury severity score of 24, with a MT and mortality rate of 22% and 12%, respectively. We identified 578 SOMAscan analytes dysregulated among MT patients, of which INR-TIC, TEG-TIC, and Clin-TIC patients showed dysregulation only in 25%, 3%, and 4% of these, respectively. TIC definitions jointly failed to show changes in 73% of the protein levels associated with MT, and failed to identify 26% of patients that received a massive transfusion. INR-TIC and TEG-TIC patients showed dysregulation of proteins significantly associated with complement activity. Proteins dysregulated in Clin-TIC or massive transfusion patients were not significantly associated with any pathway. CONCLUSION: These data indicate there are unexplored opportunities to identify patients at risk for massive bleeding. Only a small subset of proteins that are dysregulated in patients receiving MT are statistically significantly dysregulated among patients whose TIC is defined based solely on laboratory measurements or clinical assessment.
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spelling pubmed-95141372023-03-15 Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion Moore, Hunter B. Neal, Matthew D. Bertolet, Marnie Joughin, Brian A. Yaffe, Michael B. Barrett, Christopher D. Bird, Molly A. Tracy, Russell P. Moore, Ernest E Sperry, Jason L. Zuckerbraun, Brian S. Park, Myung S. Cohen, Mitchell J. Wisniewski, Stephen R. Morrissey, James H. Ann Surg Open Original Study OBJECTIVE: Trauma-induced coagulopathy (TIC) is provoked by multiple mechanisms and is perceived to be one driver of massive transfusions (MT). Single laboratory values using prothrombin time (INR) or thrombelastography (TEG) are used to clinically define this complex process. We used a proteomics approach to test whether current definitions of TIC (INR, TEG, or clinical judgment) are sufficient to capture the majority of protein changes associated with MT. METHODS: Eight level I trauma centers contributed blood samples from patients available early after injury. TIC was defined as INR >1.5 (INR-TIC), TEG maximum amplitude <50 mm (TEG-TIC), or clinical judgment (Clin-TIC) by the trauma surgeon. MT was defined as >10 units of red blood cells in 24 hours or >4 units RBC/hour during the first 4 hours. SomaLogic proteomic analysis of 1305 proteins was performed. Pathways associated with proteins dysregulated in patients with each TIC definition and MT were identified. RESULTS: Patients (n = 211) had a mean injury severity score of 24, with a MT and mortality rate of 22% and 12%, respectively. We identified 578 SOMAscan analytes dysregulated among MT patients, of which INR-TIC, TEG-TIC, and Clin-TIC patients showed dysregulation only in 25%, 3%, and 4% of these, respectively. TIC definitions jointly failed to show changes in 73% of the protein levels associated with MT, and failed to identify 26% of patients that received a massive transfusion. INR-TIC and TEG-TIC patients showed dysregulation of proteins significantly associated with complement activity. Proteins dysregulated in Clin-TIC or massive transfusion patients were not significantly associated with any pathway. CONCLUSION: These data indicate there are unexplored opportunities to identify patients at risk for massive bleeding. Only a small subset of proteins that are dysregulated in patients receiving MT are statistically significantly dysregulated among patients whose TIC is defined based solely on laboratory measurements or clinical assessment. Wolters Kluwer Health, Inc. 2022-05-25 /pmc/articles/PMC9514137/ /pubmed/36177090 http://dx.doi.org/10.1097/AS9.0000000000000167 Text en Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Study
Moore, Hunter B.
Neal, Matthew D.
Bertolet, Marnie
Joughin, Brian A.
Yaffe, Michael B.
Barrett, Christopher D.
Bird, Molly A.
Tracy, Russell P.
Moore, Ernest E
Sperry, Jason L.
Zuckerbraun, Brian S.
Park, Myung S.
Cohen, Mitchell J.
Wisniewski, Stephen R.
Morrissey, James H.
Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion
title Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion
title_full Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion
title_fullStr Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion
title_full_unstemmed Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion
title_short Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion
title_sort proteomics of coagulopathy following injury reveals limitations of using laboratory assessment to define trauma-induced coagulopathy to predict massive transfusion
topic Original Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514137/
https://www.ncbi.nlm.nih.gov/pubmed/36177090
http://dx.doi.org/10.1097/AS9.0000000000000167
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