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Schäfer ST, Otto AC, Acevedo AC, Görlinger K, Massberg S, Kammerer T, Groene P. Point-of-care detection and differentiation of anticoagulant therapy - development of thromboelastometry-guided decision-making support algorithms. Thromb J 2021; 19:63. [PMID: 34493301 PMCID: PMC8425056 DOI: 10.1186/s12959-021-00313-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 08/14/2021] [Indexed: 03/25/2023] Open
Abstract
Background DOAC detection is challenging in emergency situations. Here, we demonstrated recently, that modified thromboelastometric tests can reliably detect and differentiate dabigatran and rivaroxaban. However, whether all DOACs can be detected and differentiated to other coagulopathies is unclear. Therefore, we now tested the hypothesis that a decision tree-based thromboelastometry algorithm enables detection and differentiation of all direct Xa-inhibitors (DXaIs), the direct thrombin inhibitor (DTI) dabigatran, as well as vitamin K antagonists (VKA) and dilutional coagulopathy (DIL) with high accuracy. Methods Following ethics committee approval (No 17–525-4), and registration by the German clinical trials database we conducted a prospective observational trial including 50 anticoagulated patients (n = 10 of either DOAC/VKA) and 20 healthy volunteers. Blood was drawn independent of last intake of coagulation inhibitor. Healthy volunteers served as controls and their blood was diluted to simulate a 50% dilution in vitro. Standard (extrinsic coagulation assay, fibrinogen assay, etc.) and modified thromboelastometric tests (ecarin assay and extrinsic coagulation assay with low tissue factor) were performed. Statistical analyzes included a decision tree analyzes, with depiction of accuracy, sensitivity and specificity, as well as receiver-operating-characteristics (ROC) curve analysis including optimal cut-off values (Youden-Index). Results First, standard thromboelastometric tests allow a good differentiation between DOACs and VKA, DIL and controls, however they fail to differentiate DXaIs, DTIs and VKAs reliably resulting in an overall accuracy of 78%. Second, adding modified thromboelastometric tests, 9/10 DTI and 28/30 DXaI patients were detected, resulting in an overall accuracy of 94%. Complex decision trees even increased overall accuracy to 98%. ROC curve analyses confirm the decision-tree-based results showing high sensitivity and specificity for detection and differentiation of DTI, DXaIs, VKA, DIL, and controls. Conclusions Decision tree-based machine-learning algorithms using standard and modified thromboelastometric tests allow reliable detection of DTI and DXaIs, and differentiation to VKA, DIL and controls. Trial registration Clinical trial number: German clinical trials database ID: DRKS00015704. Supplementary Information The online version contains supplementary material available at 10.1186/s12959-021-00313-7.
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Affiliation(s)
- Simon T Schäfer
- Department of Anaesthesiology, University Hospital Munich, LMU Munich, Munich, Germany
| | - Anne-Christine Otto
- Department of Anaesthesiology, University Hospital Munich, LMU Munich, Munich, Germany
| | | | | | - Steffen Massberg
- Department of Internal Medicine I - Cardiology, University Hospital Munich, LMU Munich, Munich, Germany
| | - Tobias Kammerer
- Department of Anaesthesiology, University Hospital Munich, LMU Munich, Munich, Germany.,Department of Anaesthesiology and Intensive Care Medicine, University Hospital of Cologne, Cologne, Germany
| | - Philipp Groene
- Department of Anaesthesiology, University Hospital Munich, LMU Munich, Munich, Germany. .,Klinikum der Universität München, Ludwig-Maximilians-Universität München, Marchioninistraße 15, 81377, Munich, Germany.
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Korpallová B, Samoš M, Bolek T, Kühnelová L, Škorňová I, Kubisz P, Staško J, Mokáň M. ROTEM Testing for Direct Oral Anticoagulants. Semin Thromb Hemost 2021; 47:815-823. [PMID: 34130343 DOI: 10.1055/s-0041-1726372] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Direct oral anticoagulants (DOACs) are increasingly used worldwide for the prevention of stroke in patients with atrial fibrillation and to prevent or treat venous thromboembolism. In situations such as serious bleeding, the need for urgent surgery/intervention or the management of a thromboembolic event, the laboratory measurement of DOACs levels or anticoagulant activity may be required. Rotational thromboelastometry (ROTEM) is a viscoelastic hemostatic assay (VHA) which has been used in emergencies (trauma and obstetrics), and surgical procedures (cardiac surgery and liver transplants), but experience with this assay in DOACs-treated patients is still limited. This article reviews the use of ROTEM in the setting of DOACs therapy, focusing on DOACs-associated bleeding and the use of this VHA for the management of reversal strategies for DOACs-associated anticoagulation.
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Affiliation(s)
- Barbora Korpallová
- Department of Internal Medicine I, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
| | - Matej Samoš
- Department of Internal Medicine I, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
| | - Tomáš Bolek
- Department of Internal Medicine I, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
| | - Linda Kühnelová
- Department of Internal Medicine I, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
| | - Ingrid Škorňová
- Department of Hematology and Blood Transfusion, National Centre of Hemostasis and Thrombosis, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
| | - Peter Kubisz
- Department of Hematology and Blood Transfusion, National Centre of Hemostasis and Thrombosis, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
| | - Ján Staško
- Department of Hematology and Blood Transfusion, National Centre of Hemostasis and Thrombosis, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
| | - Marián Mokáň
- Department of Internal Medicine I, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
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Boer C, Meesters MI, Milojevic M, Benedetto U, Bolliger D, von Heymann C, Jeppsson A, Koster A, Osnabrugge RL, Ranucci M, Ravn HB, Vonk AB, Wahba A, Pagano D. 2017 EACTS/EACTA Guidelines on patient blood management for adult cardiac surgery. J Cardiothorac Vasc Anesth 2018; 32:88-120. [DOI: 10.1053/j.jvca.2017.06.026] [Citation(s) in RCA: 203] [Impact Index Per Article: 33.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Indexed: 01/28/2023]
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Hamad R, Amr G, Demers P. Delayed surgery in patients with acute type A aortic dissection who are receiving novel oral anticoagulants. J Thorac Cardiovasc Surg 2018; 155:e1-e4. [DOI: 10.1016/j.jtcvs.2017.08.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Revised: 06/27/2017] [Accepted: 08/01/2017] [Indexed: 11/28/2022]
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Henderson RS, Deshpande S, Williams B, Taylor BS, Tanaka KA. Idarucizumab for Dabigatran Reversal in Emergency Type-A Aortic Dissection. J Cardiothorac Vasc Anesth 2017; 31:e80-e81. [DOI: 10.1053/j.jvca.2016.04.027] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Indexed: 11/11/2022]
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Pagano D, Milojevic M, Meesters MI, Benedetto U, Bolliger D, von Heymann C, Jeppsson A, Koster A, Osnabrugge RL, Ranucci M, Ravn HB, Vonk ABA, Wahba A, Boer C. 2017 EACTS/EACTA Guidelines on patient blood management for adult cardiac surgery. Eur J Cardiothorac Surg 2017; 53:79-111. [DOI: 10.1093/ejcts/ezx325] [Citation(s) in RCA: 192] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
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Crapelli GB, Bianchi P, Isgrò G, Biondi A, de Vincentiis C, Ranucci M. A Case of Fatal Bleeding Following Emergency Surgery on an Ascending Aorta Intramural Hematoma in a Patient Taking Dabigatran. J Cardiothorac Vasc Anesth 2016; 30:1027-31. [DOI: 10.1053/j.jvca.2015.10.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Indexed: 01/16/2023]
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Perioperatives Gerinnungsmanagement bei Ersatz der Aorta ascendens unter Apixaban. Anaesthesist 2016; 65:595-600. [DOI: 10.1007/s00101-016-0200-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 04/15/2016] [Accepted: 06/04/2016] [Indexed: 12/17/2022]
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Affiliation(s)
- Kelly Byrne
- Department of Anesthesia, Waikato Hospital, Pennbroke Street, Hamilton, New Zealand.
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Chai-Adisaksopha C, Hillis C, Lim W, Boonyawat K, Moffat K, Crowther M. Hemodialysis for the treatment of dabigatran-associated bleeding: a case report and systematic review. J Thromb Haemost 2015; 13:1790-8. [PMID: 26270886 DOI: 10.1111/jth.13117] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Accepted: 08/02/2015] [Indexed: 11/29/2022]
Abstract
BACKGROUND Dabigatran, a direct thrombin inhibitor, is effective for the treatment of venous thromboembolism and the prevention of stroke and systemic embolism resulting from atrial fibrillation. The most effective way of reversing the anticoagulant effect of dabigatran in patients who have bleeding complications is unknown. OBJECTIVES To document the clinical outcomes of patients undergoing renal replacement therapy (RRT) for dabigatran-associated bleeding. METHODS We searched MEDLINE and EMBASE up to May 2015. Articles were selected if the patients presented with dabigatran-associated bleeding, underwent RRT for dabigatran removal, and reported an effect on bleeding. RESULTS The search yielded 22 studies representing 35 unique patient cases. The median patient age was 74.1 years (range, 56-94 years). Thirteen patients (37.1%) were female, and 32 (91.4%) patients received dabigatran for atrial fibrillation. Twenty-three patients (65.7%) underwent intermittent hemodialysis, 10 patients (28.6%) underwent continuous RRT (CRRT), and two patients underwent both intermittent hemodialysis and CRRT. Following RRT, there were significant reductions in dabigatran concentrations (P = 0.001). Rebound of the dabigatran concentration was reported in 12 (57.1%) patients following cessation of RRT. Hemostasis was reportedly achieved in 24 patients (70.6%), and 10 patients (29.4%) died because of bleeding. CONCLUSIONS In patients with dabigatran-associated bleeding, RRT appears to be effective in reducing dabigatran concentrations, and in case reports this has been associated with a reduction in the duration and/or severity of bleeding. However, a rebound in concentrations may be seen following withdrawal of RRT, suggesting that a prolonged course of RRT may be more effective.
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Affiliation(s)
- C Chai-Adisaksopha
- Department of Internal Medicine, Chiang Mai University, Chiang Mai, Thailand
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON, Canada
| | - C Hillis
- Department of Oncology, McMaster University, Hamilton, ON, Canada
| | - W Lim
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - K Boonyawat
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - K Moffat
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - M Crowther
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON, Canada
- Hamilton Regional Laboratory Medicine Program, McMaster University, Hamilton, ON, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
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Williamson LD, Maxwell E, Silvers AJ, Marasco SF. Dabigatran anticoagulation and Stanford type A aortic dissection: not always a lethal coincidence? Acta Anaesthesiol Scand 2014; 58:1160-1. [PMID: 24943471 DOI: 10.1111/aas.12354] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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