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Ghetmiri DE, Venturi AJ, Cohen MJ, Menezes AA. Quick model-based viscoelastic clot strength predictions from blood protein concentrations for cybermedical coagulation control. Nat Commun 2024; 15:314. [PMID: 38182562 PMCID: PMC10770315 DOI: 10.1038/s41467-023-44231-w] [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: 01/02/2023] [Accepted: 12/05/2023] [Indexed: 01/07/2024] Open
Abstract
Cybermedical systems that regulate patient clotting in real time with personalized blood product delivery will improve treatment outcomes. These systems will harness popular viscoelastic assays of clot strength such as thromboelastography (TEG), which help evaluate coagulation status in numerous conditions: major surgery (e.g., heart, vascular, hip fracture, and trauma); liver cirrhosis and transplants; COVID-19; ICU stays; sepsis; obstetrics; diabetes; and coagulopathies like hemophilia. But these measurements are time-consuming, and thus impractical for urgent care and automated coagulation control. Because protein concentrations in a blood sample can be measured in about five minutes, we develop personalized, phenomenological, quick, control-oriented models that predict TEG curve outputs from input blood protein concentrations, to facilitate treatment decisions based on TEG curves. Here, we accurately predict, experimentally validate, and mechanistically justify curves and parameters for common TEG assays (Functional Fibrinogen, Citrated Native, Platelet Mapping, and Rapid TEG), and verify results with trauma patient clotting data.
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Affiliation(s)
- Damon E Ghetmiri
- Department of Mechanical and Aerospace Engineering, University of Florida, 527 Gale Lemerand Drive, Gainesville, FL, 32611-6250, USA
- ASML, 17075 Thornmint Court, San Diego, CA, 92127-2413, USA
| | - Alessia J Venturi
- Department of Mechanical and Aerospace Engineering, University of Florida, 527 Gale Lemerand Drive, Gainesville, FL, 32611-6250, USA
| | - Mitchell J Cohen
- Department of Surgery, University of Colorado Denver, 12631 East 17th Avenue, Mailstop C305, Aurora, CO, 80045-2527, USA
- Center for Combat Medicine and Battlefield (COMBAT) Research, Department of Emergency Medicine, University of Colorado Denver, 12401 East 17th Avenue, Mailstop B215, Aurora, CO, 80045-2589, USA
| | - Amor A Menezes
- Department of Mechanical and Aerospace Engineering, University of Florida, 527 Gale Lemerand Drive, Gainesville, FL, 32611-6250, USA.
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, 1275 Center Drive, Gainesville, FL, 32611-6131, USA.
- Department of Agricultural and Biological Engineering, University of Florida, 1741 Museum Road, Gainesville, FL, 32611-0570, USA.
- Genetics Institute, University of Florida, 2033 Mowry Road, Gainesville, FL, 32610-3610, USA.
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Tomić Mahečić T, Baronica R, Mrzljak A, Boban A, Hanžek I, Karmelić D, Babić A, Mihaljević S, Meier J. Individualized Management of Coagulopathy in Patients with End-Stage Liver Disease. Diagnostics (Basel) 2022; 12:diagnostics12123172. [PMID: 36553179 PMCID: PMC9777026 DOI: 10.3390/diagnostics12123172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/02/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
Over the last decades, individualized approaches and a better understanding of coagulopathy complexity in end-stage liver disease (ESLD) patients has evolved. The risk of both thrombosis and bleeding during minimally invasive interventions or surgery is associated with a worse outcome in this patient population. Despite deranged quantitative and qualitative coagulation laboratory parameters, prophylactic coagulation management is unnecessary for patients who do not bleed. Transfusion of red blood cells (RBCs) and blood products carries independent risks for morbidity and mortality, including modulation of the immune system with increased risk for nosocomial infections. Optimal coagulation management in these complex patients should be based on the analysis of standard coagulation tests (SCTs) and viscoelastic tests (VETs). VETs represent an individualized approach to patients and can provide information about coagulation dynamics in a concise period of time. This narrative review will deliver the pathophysiology of deranged hemostasis in ESLD, explore the difficulties of evaluating the coagulopathies in liver disease patients, and examine the use of VET assays and management of coagulopathy using coagulation factors. Methods: A selective literature search with PubMed as the central database was performed with the following.
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Affiliation(s)
- Tina Tomić Mahečić
- Clinic of Anesthesiology, Reanimatology and Intensive Care Medicine, and Pain Treatment, University Hospital Center Zagreb, 10000 Zagreb, Croatia
- Correspondence: ; Tel.: +385-98-457-189
| | - Robert Baronica
- Clinic of Anesthesiology, Reanimatology and Intensive Care Medicine, and Pain Treatment, University Hospital Center Zagreb, 10000 Zagreb, Croatia
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
| | - Anna Mrzljak
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
- Liver Transplant Center, Department of Gastroenterology and Hepatology, University Hospital Center Zagreb, 10000 Zagreb, Croatia
| | - Ana Boban
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
- Department of Hematology, University Hospital Center Zagreb, 10000 Zagreb, Croatia
| | - Ivona Hanžek
- Clinic of Anesthesiology, Reanimatology and Intensive Care Medicine, and Pain Treatment, University Hospital Center Zagreb, 10000 Zagreb, Croatia
| | - Dora Karmelić
- Clinic of Anesthesiology, Reanimatology and Intensive Care Medicine, and Pain Treatment, University Hospital Center Zagreb, 10000 Zagreb, Croatia
| | - Anđela Babić
- Clinic of Anesthesiology, Reanimatology and Intensive Care Medicine, and Pain Treatment, University Hospital Center Zagreb, 10000 Zagreb, Croatia
| | - Slobodan Mihaljević
- Clinic of Anesthesiology, Reanimatology and Intensive Care Medicine, and Pain Treatment, University Hospital Center Zagreb, 10000 Zagreb, Croatia
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
| | - Jens Meier
- Clinic of Anesthesiology and Intensive Care Medicine, Kepler University Clinic, Johannes Kepler University, 4040 Linz, Austria
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Blaine KP, Dudaryk R. Pro-Con Debate: Viscoelastic Hemostatic Assays Should Replace Fixed Ratio Massive Transfusion Protocols in Trauma. Anesth Analg 2022; 134:21-31. [PMID: 34908543 DOI: 10.1213/ane.0000000000005709] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Major trauma patients at risk of traumatic coagulopathy are commonly treated with early clotting factor replacement to maintain hemostasis and prevent microvascular bleeding. In the United States, trauma transfusions are often dosed by empiric, low-ratio massive transfusion protocols, which pair plasma and platelets in some ratio relative to the red cells, such as the "1:1:1" combination of 1 units of red cells, 1 unit of plasma, and 1 donor's worth of pooled platelets. Empiric transfusion increases the rate of overtransfusion when unnecessary blood products are administered based on a formula and not on at patient's hemostatic profile. Viscoelastic hemostatic assays (VHAs) are point-of-care hemostatic assays that provided detailed information about abnormal clotting pathways. VHAs are used at many centers to better target hemostatic therapies in trauma. This Pro/Con section will address whether VHA guidance should replace empiric fixed ratio protocols in major trauma.
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Affiliation(s)
- Kevin P Blaine
- From the Department of Anesthesiology and Perioperative Medicine, Oregon Health & Science University, Portland, Oregon
| | - Roman Dudaryk
- Department of Anesthesiology, Perioperative Medicine, and Pain Management, University of Miami Health System/Ryder Trauma Center, Miami, Florida
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Perioperative Viscoelastic Assay Use for Monitoring Coagulation Among US Liver Transplantation Centers. Transplant Proc 2021; 53:2312-2317. [PMID: 34454730 DOI: 10.1016/j.transproceed.2021.07.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 07/12/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND Viscoelastic assay has been used in liver transplantation since 1985 and shown to be beneficial in detecting coagulopathy and to guide transfusion. The objective of this study was to review and evaluate the current uses of viscoelastic assay among US liver transplantation programs. METHODS Anesthesia program directors at all 137 liver transplantation centers in the United States were contacted via email and asked to complete a 21-item survey. The primary outcome measure was the percentage of viscoelastic assay used in the perioperative management of liver transplantation. Secondary outcome measures were institutional demographics, physician training level, and device demographics. RESULTS Sixty-one of 137 (46%) centers responded. Liver transplantations were performed in the university setting at 48 of the 61 centers (77%), with a modal value of 11 to 50 liver transplantations a year and 74% in adult patients only. Most of the institutions (n = 57, 92%) had access to either rotational thromboelastometry or thrombelastography during liver transplantation. Most centers (n = 54; 87%) also used viscoelastic monitoring routinely (>60% of the time), including 42 (67.7%) that always used viscoelastic assay intraoperatively during liver transplantation. Thirty-five centers (59%) used it preoperatively, and 51 (84%) used it postoperatively. Most viscoelastic assay users (68%) learned how to use it through self-education and 10.5% learned during their fellowship or from a superuser or colleagues. CONCLUSION Currently, viscoelastic monitoring is widely available and routinely used in most US liver transplantation centers regardless of university or private practice setting, but training in it is limited. Only 21.1% of respondents reported that they received any type of official training in viscoelastic assay interpretation.
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Sayce AC, Neal MD, Leeper CM. Viscoelastic monitoring in trauma resuscitation. Transfusion 2021; 60 Suppl 6:S33-S51. [PMID: 33089933 DOI: 10.1111/trf.16074] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 06/13/2020] [Accepted: 06/14/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Traumatic injury results in both physical and physiologic insult. Successful care of the trauma patient depends upon timely correction of both physical and biochemical injury. Trauma-induced coagulopathy is a derangement of hemostasis and thrombosis that develops rapidly and can be fatal if not corrected. Viscoelastic monitoring (VEM) assays have been developed to provide rapid, accurate, and relatively comprehensive depictions of an individual's coagulation profile. VEM are increasingly being integrated into trauma resuscitation guidelines to provide dynamic and individualized guidance to correct coagulopathy. STUDY DESIGN AND METHODS We performed a narrative review of the search terms viscoelastic, thromboelastography, thromboelastometry, TEG, ROTEM, trauma, injury, resuscitation, and coagulopathy using PubMed. Particular focus was directed to articles describing algorithms for management of traumatic coagulopathy based on VEM assay parameters. RESULTS Our search identified 16 papers with VEM-guided resuscitation strategies in adult patients based on TEG, 12 such protocols in adults based on ROTEM, 1 protocol for children based on TEG, and 2 protocols for children based on ROTEM. CONCLUSIONS This review presents evidence to support VEM use to detect traumatic coagulopathy, discusses the role of VEM in trauma resuscitation, provides a summary of proposed treatment algorithms, and discusses pending questions in the field.
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Affiliation(s)
- Andrew C Sayce
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Matthew D Neal
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Christine M Leeper
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Selby R. "TEG talk": expanding clinical roles for thromboelastography and rotational thromboelastometry. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2020; 2020:67-75. [PMID: 33275705 PMCID: PMC7727516 DOI: 10.1182/hematology.2020000090] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Viscoelastic assays (VEAs) that include thromboelastography and rotational thromboelastometry add value to the investigation of coagulopathies and goal-directed management of bleeding by providing a complete picture of clot formation, strength, and lysis in whole blood that includes the contribution of platelets, fibrinogen, and coagulation factors. Conventional coagulation assays have several limitations, such as their lack of correlation with bleeding and hypercoagulability; their inability to reflect the contribution of platelets, factor XIII, and plasmin during clot formation and lysis; and their slow turnaround times. VEA-guided transfusion algorithms may reduce allogeneic blood exposure during and after cardiac surgery and in the emergency management of trauma-induced coagulopathy and hemorrhage. However, the popularity of VEAs for other indications is driven largely by extrapolation of evidence from cardiac surgery, by the drawbacks of conventional coagulation assays, and by institution-specific preferences. Robust diagnostic studies validating and standardizing diagnostic cutoffs for VEA parameters and randomized trials comparing VEA-guided algorithms with standard care on clinical outcomes are urgently needed. Lack of such studies represents the biggest barrier to defining the role and impact of VEA in clinical care.
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Affiliation(s)
- Rita Selby
- Department of Laboratory Medicine and Pathobiology and Department of Medicine, University of Toronto, Toronto, Ontario, Canada
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Leal-Noval SR, Fernández Pacheco J, Casado Méndez M, Cuenca-Apolo D, Múñoz-Gómez M. Current perspective on fibrinogen concentrate in critical bleeding. Expert Rev Clin Pharmacol 2020; 13:761-778. [PMID: 32479129 DOI: 10.1080/17512433.2020.1776608] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
INTRODUCTION . Massive hemorrhage continues to be a treatable cause of death. Its management varies from prefixed ratio-driven administration of blood components to goal-directed therapy based on point-of-care testing and administration of coagulation factor concentrates. AREAS COVERED . We review the current role of fibrinogen concentrate (FC) for the management of massive hemorrhage, either administered without coagulation testing in life-threatening hemorrhage, or within an algorithm based on viscoelastic hemostatic assays and plasma fibrinogen level. We identified relevant guidelines, meta-analyzes, randomized controlled trials, and observational studies that included indications, dosage, and adverse effects of FC, especially thromboembolic events. EXPERT OPINION . Moderate- to high-grade evidence supports the use of FC for the treatment of severe hemorrhage in trauma and cardiac surgery; a lower grade of evidence is available for its use in postpartum hemorrhage and end-stage liver disease. Pre-emptive FC administration in non-bleeding patients is not recommended. FC should be administered early, in a goal-directed manner, guided by early amplitude of clot firmness parameters (A5- or A10-FIBTEM) or hypofibrinogenemia. Further investigation is required into the early use of FC, as well as its potential advantages over cryoprecipitate, and whether or not its administration at high doses leads to a greater risk of adverse events.
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Affiliation(s)
- Santiago R Leal-Noval
- Neuro Critical Care Department, University Hospital "Virgen Del Rocío" and Institute of Biomedicine "IBIS" , 41013, Seville, Spain
| | - Jose Fernández Pacheco
- Pharmacy and Statistics and Design, University Hospital "Virgen Del Rocío" and Institute of Biomedicine "IBIS" , 41013, Seville, Spain
| | - Manuel Casado Méndez
- Critical Care Department, University Hospital "Virgen Del Rocío" and Institute of Biomedicine "IBIS" , 41013, Seville, Spain
| | - Diego Cuenca-Apolo
- Critical Care Department, University Hospital "Virgen Del Rocío" and Institute of Biomedicine "IBIS" , 41013, Seville, Spain
| | - Manuel Múñoz-Gómez
- Department of Surgical Specialties, Biochemistry and Immunology, University of Málaga , 29071, Málaga, Spain
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Nicolau-Raducu R, Livingstone J, Salsamendi J, Beduschi T, Vianna R, Tekin A, Selvaggi G, Raveh Y. Visceral arterial embolization prior to multivisceral transplantation in recipient with cirrhosis, extensive portomesenteric thrombosis, and hostile abdomen: Performance and outcome analysis. Clin Transplant 2019; 33:e13645. [PMID: 31230385 DOI: 10.1111/ctr.13645] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 06/13/2019] [Indexed: 11/28/2022]
Abstract
Multivisceral transplant (MVT) for cirrhosis, and portomesenteric vein thrombosis (PVT), is fraught with life-threatening thrombo-hemorrhagic complications. Embolization of native viscera has been attempted in a handful of cases with mixed results. We carried out a comparative analysis of angiographic, intra-operative, and pathological findings in three recipients of MVT who were deemed exceptionally high hemorrhagic risk and therefore underwent preoperative visceral embolization. All recipients were male with cirrhosis, PVT, and a surgical history indicative of diffuse visceral adhesions; status post-liver transplantation (n = 2) and proctocolectomy (n = 1). The first patient had two Amplatzer II embolization plugs placed 2 cm from the origins of celiac and superior mesenteric (SMA) arteries. Distal migration of the celiac plug into gastroduodenal artery (GDA) and ensuing ischemia reperfusion injury, presumably contributed to severe disseminated intravascular coagulation (DIC) and intra-operative mortality. In the other two recipients, distal Gelfoam embolization of the SMA, GDA, and splenic arteries was performed, and although remarkable hemorrhage and coagulopathy occurred, embolization, undoubtedly, facilitated exenteration and improved outcomes. Pathologic examination in these cases confirmed ischemic necrosis of eviscerated bowel. In conclusion, liver-sparing, preoperative distal embolization of native viscera with Gelfoam is beneficial, but entails several pitfalls. It should currently be reserved for MVT recipients who otherwise are at unacceptably high risk.
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Affiliation(s)
- Ramona Nicolau-Raducu
- Department of Anesthesia, University of Miami/Jackson Memorial Hospital, Miami, Florida, USA
| | - Joshua Livingstone
- Department of Anesthesia, University of Miami/Jackson Memorial Hospital, Miami, Florida, USA
| | - Jason Salsamendi
- Department of Interventional and Vascular Radiology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Thiago Beduschi
- Department of Surgery, Miami Transplant Institute, University of Miami/Jackson Memorial Hospital, Miami, Florida, USA
| | - Rodrigo Vianna
- Department of Surgery, Miami Transplant Institute, University of Miami/Jackson Memorial Hospital, Miami, Florida, USA
| | - Akin Tekin
- Department of Surgery, Miami Transplant Institute, University of Miami/Jackson Memorial Hospital, Miami, Florida, USA
| | - Gennaro Selvaggi
- Department of Surgery, Miami Transplant Institute, University of Miami/Jackson Memorial Hospital, Miami, Florida, USA
| | - Yehuda Raveh
- Department of Anesthesia, University of Miami/Jackson Memorial Hospital, Miami, Florida, USA
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Blaine KP, Steurer MP. Viscoelastic Monitoring to Guide the Correction of Perioperative Coagulopathy and Massive Transfusion in Patients with Life-Threatening Hemorrhage. Anesthesiol Clin 2018; 37:51-66. [PMID: 30711233 DOI: 10.1016/j.anclin.2018.09.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The resuscitation of patients with traumatic hemorrhage remains a challenging clinical scenario. The appropriate and aggressive support of the patient's coagulation is of critical importance. Conventional coagulation assays present several shortcomings in this setting. The integration of viscoelastic monitoring in clinical practice has the potential to result in significant improvements. In order to be successful, the provider must understand basics of the methodology, read outs, and the limitations of the technique.
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Affiliation(s)
- Kevin P Blaine
- Department of Anesthesiology, Keck School of Medicine of the University of Southern California, 1450 San Pablo Street, HC4 Suite 3600, Los Angeles, CA 90033, USA; Trauma Anesthesiology Society, Inc, 1001 Fannin St Ste 3700, Houston, TX 77002-6785, USA.
| | - Marc P Steurer
- Trauma Anesthesiology Society, Inc, 1001 Fannin St Ste 3700, Houston, TX 77002-6785, USA; Department of Anesthesia and Perioperative Care, Zuckerberg San Francisco General Hospital and Trauma Center, UCSF School of Medicine, 1001 Potrero Avenue, Building 5, Room 3C-38, San Francisco, CA 94110, USA
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Zerillo J, Ramsay M, Mandell MS, Sakai T. An Update in Abdominal Organ Transplantation Anesthesia in 2018: Society for the Advancement of Transplant Anesthesia (SATA). Semin Cardiothorac Vasc Anesth 2018; 22:109-110. [PMID: 29701539 DOI: 10.1177/1089253218768558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
| | | | - M Susan Mandell
- 3 University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Tetsuro Sakai
- 4 University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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