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Li W, Bunch CM, Zackariya S, Patel SS, Buckner H, Condon S, Walsh MR, Miller JB, Walsh MM, Hall TL, Jin J, Stegemann JP, Deng CX. Resonant acoustic rheometry for assessing plasma coagulation in bleeding patients. Sci Rep 2025; 15:5124. [PMID: 39934385 PMCID: PMC11814410 DOI: 10.1038/s41598-025-89737-z] [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: 11/26/2024] [Accepted: 02/07/2025] [Indexed: 02/13/2025] Open
Abstract
Disordered hemostasis associated with life-threatening hemorrhage commonly afflicts patients in the emergency department, critical care unit, and perioperative settings. Rapid and sensitive hemostasis phenotyping is needed to guide administration of blood components and hemostatic adjuncts to reverse aberrant hemostasis. Here, we report the use of resonant acoustic rheometry (RAR), a technique that quantifies the viscoelastic properties of soft biomaterials, for assessing plasma coagulation in a cohort of 38 bleeding patients admitted to the hospital. RAR captured the dynamic characteristics of plasma coagulation that were dependent on coagulation activators or reagent conditions. RAR coagulation parameters correlated with TEG reaction time and TEG functional fibrinogen, especially when stratified by comorbidities. A quadratic classifier trained on selective RAR parameters predicted transfusion of fresh frozen plasma and cryoprecipitate with modest to high overall accuracy. While these results demonstrate the feasibility of RAR for plasma coagulation and utility of a machine learning model, the relative small number of patients, especially the small number of patients who received transfusion, is a limitation of this study. Further studies are need to test a larger number of patients to further validate the capability of RAR as a cost-effective and sensitive hemostasis assay to obtain quantitative data to guide clinical-decision making in managing severely hemorrhaging patients.
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Affiliation(s)
- Weiping Li
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Connor M Bunch
- Department of Emergency Medicine, Henry Ford Hospital, Detroit, MI, USA
- Department of Internal Medicine, Henry Ford Hospital, Detroit, MI, USA
| | - Sufyan Zackariya
- Department of Emergency Medicine, Henry Ford Hospital, Detroit, MI, USA
| | - Shivani S Patel
- Department of Emergency Medicine, Henry Ford Hospital, Detroit, MI, USA
| | - Hallie Buckner
- Department of Emergency Medicine, Henry Ford Hospital, Detroit, MI, USA
| | - Shaun Condon
- Department of Emergency Medicine, Henry Ford Hospital, Detroit, MI, USA
| | | | - Joseph B Miller
- Department of Emergency Medicine, Henry Ford Hospital, Detroit, MI, USA
- Department of Internal Medicine, Henry Ford Hospital, Detroit, MI, USA
| | - Mark M Walsh
- Departments of Emergency Medicine and Internal Medicine, Saint Joseph Regional Medical Center, Mishawaka, IN, USA
- Department of Emergency Medicine, Indiana University School of Medicine-South Bend, Notre Dame, IN, USA
| | - Timothy L Hall
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Jionghua Jin
- Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Jan P Stegemann
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Cheri X Deng
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.
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Deng C, Li W, Bunch C, Zackariya S, Patel S, Buckner H, Condon S, Walsh M, Miller J, Walsh M, Hall T, Jin JJ, Stegemann J. Resonant Acoustic Rheometry for Real Time Assessment of Plasma Coagulation in Bleeding Patients. RESEARCH SQUARE 2024:rs.3.rs-4784695. [PMID: 39483884 PMCID: PMC11527200 DOI: 10.21203/rs.3.rs-4784695/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Disordered hemostasis associated with life-threatening hemorrhage commonly afflicts patients in the emergency room, critical care unit, and perioperative settings. Rapid and sensitive hemostasis phenotyping is needed to guide administration of blood components and hemostatic adjuncts to reverse aberrant coagulofibrinolysis. Here, resonant acoustic rheometry (RAR), a technique that quantifies the viscoelastic properties of soft biomaterials, was applied to assess plasma coagulation in a cohort of bleeding patients with concomitant clinical coagulation assays and whole blood thromboelastography (TEG) as part of their routine care. RAR captured the dynamic characteristics of plasma coagulation that were coagulation activators-dependent. RAR coagulation parameters correlated with TEG reaction time and TEG functional fibrinogen, especially when stratified by comorbidities. A quadratic classifier trained on RAR parameters predicted transfusion of fresh frozen plasma and cryoprecipitate with high overall accuracy. These results demonstrate the potential of RAR as a bedside hemostasis assessment to guide transfusion in bleeding patients.
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Corominas V, Chiniard T, Pasquier P, Foissaud V, de Rudnicki S, Martinaud C. In vitro evaluation of a new viscoelastometry-based point-of-care analyzer. Transfusion 2024; 64 Suppl 2:S191-S200. [PMID: 38566492 DOI: 10.1111/trf.17808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 03/04/2024] [Accepted: 03/10/2024] [Indexed: 04/04/2024]
Abstract
INTRODUCTION The VCM is a point-of-care analyzer using a new viscoelastometry technique for rapid assessment of hemostasis on fresh whole blood. Its characteristics would make it suitable for use in austere environments. The purpose of this study was to evaluate the VCM in terms of repeatability, reproducibility and interanalyzer correlation, reference values in our population, correlation with standard coagulation assays and platelet count, correlation with the TEG5000 analyzer and resistance to stress conditions mimicking an austere environment. METHODS Repeatability, reproducibility, and interanalyzer correlation were performed on quality control samples (n = 10). Reference values were determined from blood donor samples (n = 60). Correlations with standard biological assays were assessed from ICU patients (n = 30) and blood donors (n = 60) samples. Correlation with the TEG5000 was assessed from blood donor samples. Evaluation of vibration resistance was performed on blood donor (n = 5) and quality control (n = 5) samples. RESULTS The CVs for repeatability and reproducibility ranged from 0% to 11%. Interanalyzer correlation found correlation coefficients (r2) ranging from 0.927 to 0.997. Our reference values were consistent with those provided by the manufacturer. No robust correlation was found with conventional coagulation tests. The correlation with the TEG5000 was excellent with r2 ranging from 0.75 to 0.92. Resistance to stress conditions was excellent. CONCLUSION The VCM analyzer is a reliable, easy-to-use instrument that correlates well with the TEG5000. Despite some logistical constraints, the results suggest that it can be used in austere environments. Further studies are required before its implementation.
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Affiliation(s)
- Vanina Corominas
- French Military Blood Institute, Clamart, France
- French Military Health Service Academy, Ecole du Val-de-Grâce, Paris, France
| | - Thomas Chiniard
- French Military Health Service Academy, Ecole du Val-de-Grâce, Paris, France
- Department of Anesthesiology and Intensive Care, Percy Military Medical Center, Clamart, France
| | - Pierre Pasquier
- French Military Health Service Academy, Ecole du Val-de-Grâce, Paris, France
- Department of Anesthesiology and Intensive Care, Percy Military Medical Center, Clamart, France
| | - Vincent Foissaud
- Department of Laboratory Medicine, Percy Military Medical Center, Clamart, France
| | - Stéphane de Rudnicki
- French Military Health Service Academy, Ecole du Val-de-Grâce, Paris, France
- Department of Anesthesiology and Intensive Care, Percy Military Medical Center, Clamart, France
| | - Christophe Martinaud
- French Military Blood Institute, Clamart, France
- French Military Health Service Academy, Ecole du Val-de-Grâce, Paris, France
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Delianides CA, Pourang S, Hernandez S, Disharoon D, Ahuja SP, Neal MD, Gupta AS, Mohseni P, Suster MA. A Multichannel Portable Platform With Embedded Thermal Management for Miniaturized Dielectric Blood Coagulometry. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2023; 17:843-856. [PMID: 37399149 DOI: 10.1109/tbcas.2023.3291875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/05/2023]
Abstract
This article presents a standalone, multichannel, miniaturized impedance analyzer (MIA) system for dielectric blood coagulometry measurements with a microfluidic sensor termed ClotChip. The system incorporates a front-end interface board for 4-channel impedance measurements at an excitation frequency of 1 MHz, an integrated resistive heater formed by a pair of printed-circuit board (PCB) traces to keep the blood sample near a physiologic temperature of 37 °C, a software-defined instrument module for signal generation and data acquisition, and a Raspberry Pi-based embedded computer with 7-inch touchscreen display for signal processing and user interface. When measuring fixed test impedances across all four channels, the MIA system exhibits an excellent agreement with a benchtop impedance analyzer, with rms errors of ≤0.30% over a capacitance range of 47-330 pF and ≤0.35% over a conductance range of 2.13-10 mS. Using in vitro-modified human whole blood samples, the two ClotChip output parameters, namely, the time to reach a permittivity peak (Tpeak) and maximum change in permittivity after the peak (Δϵr,max) are assessed by the MIA system and benchmarked against the corresponding parameters of a rotational thromboelastometry (ROTEM) assay. Tpeak exhibits a very strong positive correlation (r = 0.98, p < 10-6, n = 20) with the ROTEM clotting time (CT) parameter, while Δϵr,max exhibits a very strong positive correlation (r = 0.92, p < 10-6, n = 20) with the ROTEM maximum clot firmness (MCF) parameter. This work shows the potential of the MIA system as a standalone, multichannel, portable platform for comprehensive assessment of hemostasis at the point-of-care/point-of-injury (POC/POI).
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Schmitt J, Gurney J, Aries P, Danguy Des Deserts M. Advances in trauma care to save lives from traumatic injury: A narrative review. J Trauma Acute Care Surg 2023; 95:285-292. [PMID: 36941236 DOI: 10.1097/ta.0000000000003960] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
ABSTRACT Recent advances on trauma management from the prehospital setting to in hospital care led to a better surviving severe trauma rate. Mortality from exsanguination remains the first preventable mortality. Damage-control resuscitation and surgery are evolving and thus some promising concepts are developing. Transfusion toolkit is brought on the prehospital scene while temporary bridge to hemostasis may be helpful. Panel transfusion products allow an individualized ratio assumed by fresh frozen or lyophilized plasma, fresh or cold-stored whole blood, fibrinogen, four-factor prothrombin complex concentrates. Growing interest is raising in whole blood transfusion, resuscitative endovascular balloon occlusion of the aorta use, hybrid emergency room, viscoelastic hemostatic assays to improve patient outcomes. Microcirculation, traumatic endotheliopathy, organ failures and secondary immunosuppression are point out since late deaths are increasing and may deserve specific treatment.As each trauma patient follows his own course over the following days after trauma, trauma management may be seen through successive, temporal, and individualized aims.
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Affiliation(s)
- Johan Schmitt
- From the Intensive Care Unit, Military Teaching Hospital Clermont Tonnerre (S.J., A.P., D.D.D.M.), Brest, France; US Army Institute of Surgical Research (G.J.), San Antonio, Texas; and Joint Trauma System, DoD Center of Excellence for Trauma (G.J.), San Antonio, Texas
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Meizoso JP, Barrett CD, Moore EE, Moore HB. Advances in the Management of Coagulopathy in Trauma: The Role of Viscoelastic Hemostatic Assays across All Phases of Trauma Care. Semin Thromb Hemost 2022; 48:796-807. [DOI: 10.1055/s-0042-1756305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
AbstractUncontrolled bleeding is the leading cause of preventable death following injury. Trauma-induced coagulopathy can manifest as diverse phenotypes ranging from hypocoagulability to hypercoagulability, which can change quickly during the acute phase of trauma care. The major advances in understanding coagulation over the past 25 years have resulted from the cell-based concept, emphasizing the key role of platelets and their interaction with the damaged endothelium. Consequently, conventional plasma-based coagulation testing is not accurate in predicting bleeding and does not provide an assessment of which blood products are indicated. Viscoelastic hemostatic assays (VHA), conducted in whole blood, have emerged as a superior method to guide goal-directed transfusion. The major change in resuscitation has been the shift from unbridled crystalloid loading to judicious balanced blood product administration. Furthermore, the recognition of the rapid changes from hypocoagulability to hypercoagulability has underscored the importance of ongoing surveillance beyond emergent surgery. While the benefits of VHA testing are maximized when used as early as possible, current technology limits use in the pre-hospital setting and the time to results compromises its utility in the emergency department. Thus, most of the reported experience with VHA in trauma is in the operating room and intensive care unit, where there is compelling data to support its value. This overview will address the current and potential role of VHA in the seriously injured patient, throughout the continuum of trauma management.
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Affiliation(s)
- Jonathan P. Meizoso
- DeWitt Daughtry Family Department of Surgery, Ryder Trauma Center, University of Miami Miller School of Medicine, Jackson Memorial Hospital, Miami, Florida
| | - Christopher D. Barrett
- Center for Precision Cancer Medicine, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Surgery, Boston University Medical Center, Boston University School of Medicine, Boston, Massachusetts
| | - Ernest E. Moore
- Department of Surgery, University of Colorado Denver, Aurora, Colorado
- Department of Surgery, Ernest E. Moore Shock Trauma Center at Denver Health, Denver, Colorado
| | - Hunter B. Moore
- Department of Surgery, University of Colorado Denver, Aurora, Colorado
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