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Yogendrakumar V, Vandelanotte S, Mistry EA, Hill MD, Coutts SB, Nogueira RG, Nguyen TN, Medcalf RL, Broderick JP, De Meyer SF, Campbell BCV. Emerging Adjuvant Thrombolytic Therapies for Acute Ischemic Stroke Reperfusion. Stroke 2024; 55:2536-2546. [PMID: 39105286 DOI: 10.1161/strokeaha.124.045755] [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] [Indexed: 08/07/2024]
Abstract
Thrombolytic therapies for acute ischemic stroke are widely available but only result in recanalization early enough, to be therapeutically useful, in 10% to 30% of cases. This large gap in treatment effectiveness could be filled by novel therapies that can increase the effectiveness of thrombus clearance without significantly increasing the risk of harm. This focused update will describe the current state of emerging adjuvant treatments for acute ischemic stroke reperfusion. We focus on new treatments that are designed to (1) target different components that make up a stroke thrombus, (2) enhance endogenous fibrinolytic systems, (3) reduce stagnant blood flow, and (4) improve recanalization of distal thrombi and postendovascular thrombectomy.
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Affiliation(s)
- Vignan Yogendrakumar
- Division of Neurology, The Ottawa Hospital and Ottawa Hospital Research Institute, University of Ottawa, Canada (V.Y.)
- Department of Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Australia (V.Y., B.C.V.C.)
| | - Sarah Vandelanotte
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak, Kortrijk, Belgium (S.V., S.F.D.M.)
| | - Eva A Mistry
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, OH (E.A.M., J.P.B.)
| | - Michael D Hill
- Department of Clinical Neurosciences, Radiology, and Community Health Sciences, Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Canada (M.D.H., S.B.C.)
| | - Shelagh B Coutts
- Department of Clinical Neurosciences, Radiology, and Community Health Sciences, Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Canada (M.D.H., S.B.C.)
| | - Raul G Nogueira
- Department of Neurology, University of Pittsburgh, PA (R.G.N.)
| | - Thanh N Nguyen
- Department of Neurology, Boston Medical Center, Boston University Chobanian and Avedisian School of Medicine, MA (T.N.N.)
| | - Robert L Medcalf
- Central Clinical School, Australian Centre for Blood Diseases, Monash University, Australia (R.L.M.)
| | - Joseph P Broderick
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, OH (E.A.M., J.P.B.)
- Gardner Neuroscience Institute, Cincinnati, OH (J.P.B.)
| | - Simon F De Meyer
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak, Kortrijk, Belgium (S.V., S.F.D.M.)
| | - Bruce C V Campbell
- Department of Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Australia (V.Y., B.C.V.C.)
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Vandelanotte S, Staessens S, François O, De Wilde M, Desender L, De Sloovere AS, Dewaele T, Tersteeg C, Vanhoorelbeke K, Vanacker P, Andersson T, De Meyer SF. Association between thrombus composition and first-pass recanalization after thrombectomy in acute ischemic stroke. J Thromb Haemost 2024; 22:2555-2561. [PMID: 38897388 DOI: 10.1016/j.jtha.2024.05.034] [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: 04/10/2024] [Revised: 05/27/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024]
Abstract
BACKGROUND Achieving first-pass recanalization (FPR) has become the primary procedural objective during thrombectomy in acute ischemic stroke patients as it correlates with the best clinical outcome. Understanding factors contributing to FPR failures is essential to enhance FPR success rates. As the central target of thrombectomy, the thrombus itself may be a significant factor influencing FPR. OBJECTIVES This study aimed to investigate the association between thrombus composition and FPR success rates. METHODS In total, thrombi from 267 ischemic stroke patients were collected in the AZ Groeninge Hospital (Kortrijk, Belgium). Thrombus composition was determined via detailed histologic analysis of red blood cells (RBCs), fibrin, von Willebrand factor, platelets, leukocytes, citrullinated histone 3 (marker for neutrophil extracellular traps), and intracellular and extracellular DNA. FPR was defined as obtaining a modified thrombolysis in cerebral infarction (mTICI) score of 2c/3 after the first pass. RESULTS An mTICI score of 2c/3 was obtained in 180 patients, which was achieved via a successful FPR procedure in 126 cases or after multiple passes in 54 cases. Interestingly, thrombi from FPR cases had a different composition from thrombi that needed multiple passes to obtain an mTICI score of 2c/3. FPR thrombi contained significantly more RBCs (P = .0264), less fibrin (P = .0196), and less extracellular DNA (P = .0457). CONCLUSION Our results indicate that thrombi characterized by lower RBC content, higher fibrin levels, and increased extracellular DNA are less likely to result in an FPR. These results are important to guide future research aiming at improving procedures or technologies to obtain FPR rates in RBC-poor thrombi.
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Affiliation(s)
| | - Senna Staessens
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium
| | | | - Maaike De Wilde
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium
| | - Linda Desender
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium
| | | | - Tom Dewaele
- Department of Medical Imaging, AZ Groeninge, Kortrijk, Belgium
| | - Claudia Tersteeg
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium
| | | | - Peter Vanacker
- Department of Neurology, AZ Groeninge, Kortrijk, Belgium; Department of Neurology, University Hospitals Antwerp, Antwerp, Belgium; Department of Translational Neuroscience, University of Antwerp, Antwerp, Belgium
| | - Tommy Andersson
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Simon F De Meyer
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium.
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Christiansen SD, Liu J, Bullrich MB, Sharma M, Boulton M, Pandey SK, Sposato LA, Drangova M. Deep learning prediction of stroke thrombus red blood cell content from multiparametric MRI. Interv Neuroradiol 2024; 30:541-549. [PMID: 36437762 PMCID: PMC11483724 DOI: 10.1177/15910199221140962] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/03/2022] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND AND PURPOSE Thrombus red blood cell (RBC) content has been shown to be a significant factor influencing the efficacy of acute ischemic stroke treatment. In this study, our objective was to evaluate the ability of convolutional neural networks (CNNs) to predict ischemic stroke thrombus RBC content using multiparametric MR images. MATERIALS AND METHODS Retrieved stroke thrombi were scanned ex vivo using a three-dimensional multi-echo gradient echo sequence and histologically analyzed. 188 thrombus R2*, quantitative susceptibility mapping and late-echo GRE magnitude image slices were used to train and test a 3-layer CNN through cross-validation. Data augmentation techniques involving input equalization and random image transformation were employed to improve network performance. The network was assessed for its ability to quantitatively predict RBC content and to classify thrombi into RBC-rich and RBC-poor groups. RESULTS The CNN predicted thrombus RBC content with an accuracy of 62% (95% CI 48-76%) when trained on the original dataset and improved to 72% (95% CI 60-84%) on the augmented dataset. The network classified thrombi as RBC-rich or poor with an accuracy of 71% (95% CI 58-84%) and an area under the curve of 0.72 (95% CI 0.57-0.87) when trained on the original dataset and improved to 80% (95% CI 69-91%) and 0.84 (95% CI 0.73-0.95), respectively, on the augmented dataset. CONCLUSIONS The CNN was able to accurately predict thrombus RBC content using multiparametric MR images, and could provide a means to guide treatment strategy in acute ischemic stroke.
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Affiliation(s)
- Spencer D Christiansen
- Robarts Research Institute, Western University, London, Ontario, Canada
- Department of Medical Biophysics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
| | - Junmin Liu
- Robarts Research Institute, Western University, London, Ontario, Canada
| | - Maria Bres Bullrich
- Department of Clinical Neurological Sciences, Western University, London, Ontario, Canada
| | - Manas Sharma
- Department of Medical Imaging, Western University, London, Ontario, Canada
| | - Melfort Boulton
- Department of Clinical Neurological Sciences, Western University, London, Ontario, Canada
| | - Sachin K Pandey
- Department of Medical Imaging, Western University, London, Ontario, Canada
| | - Luciano A Sposato
- Department of Clinical Neurological Sciences, Western University, London, Ontario, Canada
| | - Maria Drangova
- Robarts Research Institute, Western University, London, Ontario, Canada
- Department of Medical Biophysics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
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Vandelanotte S, De Meyer SF. Acute Ischemic Stroke Thrombus Composition. Neuroscience 2024; 550:11-20. [PMID: 38185279 DOI: 10.1016/j.neuroscience.2023.12.010] [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: 10/27/2023] [Revised: 12/18/2023] [Accepted: 12/20/2023] [Indexed: 01/09/2024]
Abstract
Ischemic stroke is caused by a thrombus blocking one or multiple arteries in the brain, resulting in irreversible damage in the associated brain tissue. The aim of therapy is to restore the blood flow as fast as possible. Two recanalization strategies are currently available: pharmacological thrombolysis using recombinant tissue plasminogen activator (rt-PA) and mechanical removal of the thrombus. Despite recent advancements, achieving efficient recanalization remains a challenge. The precise causes of therapy failure are not fully understood but thrombus composition is likely a key factor in successful recanalization. This review explores acute ischemic stroke thrombus composition, its recently identified components, and how it affects stroke treatment. It also discusses how new insights could enhance current recanalization strategies for ischemic stroke patients.
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Affiliation(s)
| | - Simon F De Meyer
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium.
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Vandelanotte S, François O, Desender L, Staessens S, Vanhoorne A, Van Gool F, Tersteeg C, Vanhoorelbeke K, Vanacker P, Andersson T, De Meyer SF. R-tPA Resistance Is Specific for Platelet-Rich Stroke Thrombi and Can Be Overcome by Targeting Nonfibrin Components. Stroke 2024; 55:1181-1190. [PMID: 38525646 DOI: 10.1161/strokeaha.123.045880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 02/15/2024] [Indexed: 03/26/2024]
Abstract
BACKGROUND Resistance to r-tPA (recombinant tissue-type plasminogen activator) is a well-known but poorly understood phenomenon that hampers successful recanalization in patients with acute ischemic stroke. Using clinically relevant thrombi from patients with acute ischemic stroke, we investigated if and how thrombus composition impacts r-tPA-mediated lysis. In addition, we explored strategies to overcome r-tPA resistance. METHODS Thrombi were split into 2 parts, 1 of which was used for thrombolysis and the other for detailed histological analysis. Thrombolysis was performed in normal human plasma using r-tPA alone, using r-tPA in combination with DNase-1 or using r-tPA in combination with N,N'-diacetyl-l-cystine. Thrombus lysis was calculated as the percentage of residual thrombus weight compared with its initial weight and the degree of lysis was linked to thrombus composition determined via histology. RESULTS Interestingly, we found that the efficacy of r-tPA-mediated thrombolysis was strongly correlated with the composition of the thrombi. Thrombi containing high amounts of red blood cells and low amounts of DNA and von Willebrand Factor were efficiently degraded by r-tPA, whereas thrombi containing low amounts of red blood cells and higher amounts of DNA and von Willebrand Factor were resistant to r-tPA. Importantly, combination of r-tPA with DNase-1 or N,N'-diacetyl-l-cystine significantly and specifically improved the lysis of these r-tPA-resistant thrombi. CONCLUSIONS Using patient thrombus material, our results for the first time show that the composition of stroke thrombi largely determines their susceptibility to r-tPA-mediated thrombolysis. Red blood cell-poor thrombi have a specific resistance to r-tPA, which can be overcome by targeting nonfibrin components using DNase-1 or N,N'-diacetyl-l-cystine.
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Affiliation(s)
- Sarah Vandelanotte
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium (S.V., L.D., S.S., C.T., K.V., S.F.D.M.)
| | - Olivier François
- Departments of Medical Imaging (O.F., F.V.G., T.A.), AZ Groeninge, Kortrijk, Belgium
| | - Linda Desender
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium (S.V., L.D., S.S., C.T., K.V., S.F.D.M.)
| | - Senna Staessens
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium (S.V., L.D., S.S., C.T., K.V., S.F.D.M.)
| | | | - Fréderick Van Gool
- Departments of Medical Imaging (O.F., F.V.G., T.A.), AZ Groeninge, Kortrijk, Belgium
| | - Claudia Tersteeg
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium (S.V., L.D., S.S., C.T., K.V., S.F.D.M.)
| | - Karen Vanhoorelbeke
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium (S.V., L.D., S.S., C.T., K.V., S.F.D.M.)
| | - Peter Vanacker
- Neurology (A.V., P.V.), AZ Groeninge, Kortrijk, Belgium
- Department of Translational Neuroscience, University of Antwerp, Belgium (P.V.)
| | - Tommy Andersson
- Departments of Medical Imaging (O.F., F.V.G., T.A.), AZ Groeninge, Kortrijk, Belgium
- Department of Neuroradiology, Karolinska University Hospital, and Clinical Neuroscience Karolinska Institutet, Stockholm, Sweden (T.A.)
| | - Simon F De Meyer
- Laboratory for Thrombosis Research, KU Leuven Kulak, Kortrijk, Belgium (S.V., L.D., S.S., C.T., K.V., S.F.D.M.)
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Bertalan G, Duparc R, Krepuska M, Toth D, Madjidyar J, Thurner P, Schubert T, Kulcsar Z. Dynamic Perviousness Predicts Revascularization Success in Acute Ischemic Stroke. Diagnostics (Basel) 2024; 14:535. [PMID: 38473007 DOI: 10.3390/diagnostics14050535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 02/29/2024] [Accepted: 03/01/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND The predictive value of thrombus perviousness in acute ischemic stroke (AIS), as measured by computed tomography (CT), has been intensively studied with conflicting results. In this study, we investigate the predictive potential of the novel concept of dynamic perviousness using three-dimensional (3D) volumetric evaluation of occlusive thrombi. METHODS The full thrombus volume in 65 patients with a hyperdense artery sign on non-contrast CT (NCCT), who underwent mechanical thrombectomy (MT), was segmented. Perviousness maps were computed voxel-wise for the entire thrombus volume as thrombus attenuation increase (TAI) between NCCT and CT angiography (CTA) as well as between CTA and late venous phase CT (CTV). Perviousness was analyzed for its association with NIHSS at admission, Thrombolysis In Cerebral Infarction (TICI) score, and number of MT passes. RESULTS The mean late-uptake TAI of thrombi with NIHSS scores greater than 21 at admission was approximately 100% higher than for lower scored NIHSS (p between 0.05 and 0.005). Concerning revascularization results, thrombi requiring less than four MT passes had ca. 80% higher group mean late-uptake TAI than clots requiring four or more passes (p = 0.03), and thrombi with TICI score III had ca. 95% higher group mean late-uptake TAI than thrombi with TICI II (p = 0.03). Standard perviousness showed no significant correlation with MT results. CONCLUSION Standard thrombus perviousness of 3D clot volume is not associated with revascularization results in AIS. In contrast, dynamic perviousness assessed with a voxel-wise characterization of 3D thrombi volume may be a better predictor of MT outcomes than standard perviousness.
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Affiliation(s)
- Gergely Bertalan
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
| | - Roxane Duparc
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
| | - Miklos Krepuska
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
| | - Daniel Toth
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
| | - Jawid Madjidyar
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
| | - Patrick Thurner
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
| | - Tilman Schubert
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
| | - Zsolt Kulcsar
- Department of Neuroradiology, University Hospital Zürich, Frauenklinikstrasse 10, 8091 Zürich, Switzerland
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Sahin C, Giraud A, Jabrah D, Patil S, Messina P, Bozsak F, Darcourt J, Sacchetti F, Januel AC, Bellanger G, Pagola J, Juega J, Imamura H, Ohta T, Spelle L, Chalumeau V, Mircic U, Stanarčević P, Vukašinović I, Ribo M, Sakai N, Cognard C, Doyle K. Electrical impedance measurements can identify red blood cell-rich content in acute ischemic stroke clots ex vivo associated with first-pass successful recanalization. Res Pract Thromb Haemost 2024; 8:102373. [PMID: 38617048 PMCID: PMC11015511 DOI: 10.1016/j.rpth.2024.102373] [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: 02/22/2024] [Accepted: 03/07/2024] [Indexed: 04/16/2024] Open
Abstract
Background Electrochemical impedance spectroscopy can determine characteristics such as cell density, size, and shape. The development of an electrical impedance-based medical device to estimate acute ischemic stroke (AIS) clot characteristics could improve stroke patient outcomes by informing clinical decision making. Objectives To assess how well electrical impedance combined with machine learning identified red blood cell (RBC)-rich composition of AIS clots ex vivo, which is associated with a successfully modified first-pass effect. Methods A total of 253 clots from 231 patients who underwent thrombectomy in 5 hospitals in France, Japan, Serbia, and Spain between February 2021 and October 2023 were analyzed in the Clotbase International Registry. Electrical impedance measurements were taken following clot retrieval by thrombectomy, followed by Martius Scarlet Blue staining. The clot components were quantified via Orbit Image Analysis, and RBC percentages were correlated with the RBC estimations made by the electrical impedance machine learning model. Results Quantification by Martius Scarlet Blue staining identified RBCs as the major component in clots (RBCs, 37.6%; white blood cells, 5.7%; fibrin, 25.5%; platelets/other, 30.3%; and collagen, 1%). The impedance-based RBC estimation correlated well with the RBC content determined by histology, with a slope of 0.9 and Spearman's correlation of r = 0.7. Clots removed in 1 pass were significantly richer in RBCs and clots with successful recanalization in 1 pass (modified first-pass effect) were richer in RBCs as assessed using histology and impedance signature. Conclusion Electrical impedance estimations of RBC content in AIS clots are consistent with histologic findings and may have potential for clinically relevant parameters.
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Affiliation(s)
- Cansu Sahin
- Department of Physiology, University of Galway, Galway, Ireland
- Centre for Research in Medical Devices (CÚRAM)- Science Foundation Ireland (SFI), University of Galway, Galway, Ireland
| | | | - Duaa Jabrah
- Department of Physiology, University of Galway, Galway, Ireland
| | - Smita Patil
- Department of Physiology, University of Galway, Galway, Ireland
- Centre for Research in Medical Devices (CÚRAM)- Science Foundation Ireland (SFI), University of Galway, Galway, Ireland
| | | | | | - Jean Darcourt
- Department of Diagnostic and Therapeutic Neuroradiology, Centre Hospitalier Universitaire (CHU) de Toulouse, Toulouse, France
| | - Federico Sacchetti
- Department of Diagnostic and Therapeutic Neuroradiology, Centre Hospitalier Universitaire (CHU) de Toulouse, Toulouse, France
| | - Anne-Christine Januel
- Department of Diagnostic and Therapeutic Neuroradiology, Centre Hospitalier Universitaire (CHU) de Toulouse, Toulouse, France
| | - Guillaume Bellanger
- Department of Diagnostic and Therapeutic Neuroradiology, Centre Hospitalier Universitaire (CHU) de Toulouse, Toulouse, France
| | - Jorge Pagola
- Department of Neurology, University Hospital Vall d’Hebron, Barcelona, Spain
| | - Jesus Juega
- Department of Neurology, University Hospital Vall d’Hebron, Barcelona, Spain
| | - Hirotoshi Imamura
- Department of Neurosurgery, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Tsuyoshi Ohta
- Department of Neurosurgery, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Laurent Spelle
- Department of Interventional Neuroradiology, Bicêtre Hospital, Le Kremlin-Bicêtre, France
| | - Vanessa Chalumeau
- Department of Interventional Neuroradiology, Bicêtre Hospital, Le Kremlin-Bicêtre, France
| | - Uros Mircic
- Department of Neuroradiology, Centre for Radiology and Magnetic Resonance Imaging (MRI), University Clinical Center of Serbia, Belgrade, Serbia
| | | | - Ivan Vukašinović
- Department of Neuroradiology, Centre for Radiology and Magnetic Resonance Imaging (MRI), University Clinical Center of Serbia, Belgrade, Serbia
| | - Marc Ribo
- Department of Neurology, University Hospital Vall d’Hebron, Barcelona, Spain
| | - Nobuyuki Sakai
- Department of Neurosurgery, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Christophe Cognard
- Department of Diagnostic and Therapeutic Neuroradiology, Centre Hospitalier Universitaire (CHU) de Toulouse, Toulouse, France
| | - Karen Doyle
- Department of Physiology, University of Galway, Galway, Ireland
- Centre for Research in Medical Devices (CÚRAM)- Science Foundation Ireland (SFI), University of Galway, Galway, Ireland
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Petkantchin R, Rousseau A, Eker O, Zouaoui Boudjeltia K, Raynaud F, Chopard B. A simplified mesoscale 3D model for characterizing fibrinolysis under flow conditions. Sci Rep 2023; 13:13681. [PMID: 37608073 PMCID: PMC10444897 DOI: 10.1038/s41598-023-40973-1] [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: 05/25/2023] [Accepted: 08/19/2023] [Indexed: 08/24/2023] Open
Abstract
One of the routine clinical treatments to eliminate ischemic stroke thrombi is injecting a biochemical product into the patient's bloodstream, which breaks down the thrombi's fibrin fibers: intravenous or intravascular thrombolysis. However, this procedure is not without risk for the patient; the worst circumstances can cause a brain hemorrhage or embolism that can be fatal. Improvement in patient management drastically reduced these risks, and patients who benefited from thrombolysis soon after the onset of the stroke have a significantly better 3-month prognosis, but treatment success is highly variable. The causes of this variability remain unclear, and it is likely that some fundamental aspects still require thorough investigations. For that reason, we conducted in vitro flow-driven fibrinolysis experiments to study pure fibrin thrombi breakdown in controlled conditions and observed that the lysis front evolved non-linearly in time. To understand these results, we developed an analytical 1D lysis model in which the thrombus is considered a porous medium. The lytic cascade is reduced to a second-order reaction involving fibrin and a surrogate pro-fibrinolytic agent. The model was able to reproduce the observed lysis evolution under the assumptions of constant fluid velocity and lysis occurring only at the front. For adding complexity, such as clot heterogeneity or complex flow conditions, we propose a 3-dimensional mesoscopic numerical model of blood flow and fibrinolysis, which validates the analytical model's results. Such a numerical model could help us better understand the spatial evolution of the thrombi breakdown, extract the most relevant physiological parameters to lysis efficiency, and possibly explain the failure of the clinical treatment. These findings suggest that even though real-world fibrinolysis is a complex biological process, a simplified model can recover the main features of lysis evolution.
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Affiliation(s)
- Remy Petkantchin
- Scientific and Parallel Computing Group, Computer Science Department, University of Geneva, Geneva, Switzerland.
- Complex System Modeling Group, Computer Science Department, University of Geneva, Geneva, Switzerland.
| | - Alexandre Rousseau
- Laboratory of Experimental Medicine (ULB222), Faculty of Medicine, Université libre de Bruxelles, CHU de Charleroi, Charleroi, Belgium
| | - Omer Eker
- Department of Neuroradiology, Hôpital Pierre Wertheimer, Hospices Civils de Lyon, Lyon, France
- CREATIS Laboratory, UMR 5220, U1206, Université Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Lyon, France
| | - Karim Zouaoui Boudjeltia
- Laboratory of Experimental Medicine (ULB222), Faculty of Medicine, Université libre de Bruxelles, CHU de Charleroi, Charleroi, Belgium
| | - Franck Raynaud
- Scientific and Parallel Computing Group, Computer Science Department, University of Geneva, Geneva, Switzerland
- Complex System Modeling Group, Computer Science Department, University of Geneva, Geneva, Switzerland
| | - Bastien Chopard
- Scientific and Parallel Computing Group, Computer Science Department, University of Geneva, Geneva, Switzerland
- Complex System Modeling Group, Computer Science Department, University of Geneva, Geneva, Switzerland
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9
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Tao J, Xie X, Luo M, Sun Q. Identification of key biomarkers in ischemic stroke: single-cell sequencing and weighted co-expression network analysis. Aging (Albany NY) 2023; 15:6346-6360. [PMID: 37418282 PMCID: PMC10373980 DOI: 10.18632/aging.204855] [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: 04/24/2023] [Accepted: 06/19/2023] [Indexed: 07/08/2023]
Abstract
PURPOSE At present, there is a lack of accurate early diagnostic markers for ischemic stroke. METHODS By using dimensionality reduction cluster analysis, differential expression analysis, weighted co-expression network analysis, protein-protein interaction network analysis, cell heterogeneity and key pathogenic genes were identified in ischemic stroke. Immunomicroenvironment analysis was used to explore the immune landscape and immune associations of key genes in ischemic stroke. The analysis platform we use is R software (version 4.0.5). PCR experiments were used to verify the expression of key genes. RESULTS Single cell sequencing data in ischemic stroke can be annotated as fibroblast cells, pre-B cell CD34, neutrophils cells, bone marrow (BM), keratinocytes, macrophage, neurons and mesenchymal stem cells (MSC). By the intersection of differential expression analysis and WGCNA analysis, 385 genes were obtained. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis showed that these genes were highly correlated with multiple functions and pathways. Protein-protein interaction network analysis revealed that MRPS11 and MRPS12 were key genes, both of which were down-regulated in ischemic stroke. The Pseudo-time series analysis found that the expression of MRPS12 decreased gradually with the differentiation of pre-B cell CD34 cells in ischemic stroke, suggesting that the downregulation of MRPS12 expression may play an important role in ischemic stroke. At last, PCR showed that MRPS11 and MRPS12 were significantly down-regulated in peripheral blood of patients with ischemic stroke. CONCLUSIONS Our study provides a reference for the study of pathogenesis and key targets of ischemic stroke.
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Affiliation(s)
- Jiali Tao
- Department of Emergency Medicine, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian 223300, People’s Republic of China
| | - Xiaochen Xie
- Department of Respiratory Medicine, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian 223300, People’s Republic of China
| | - Man Luo
- Department of Emergency Medicine, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian 223300, People’s Republic of China
| | - Qingsong Sun
- Department of Emergency Medicine, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian 223300, People’s Republic of China
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10
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Maglinger B, Frank JA, Fraser JF, Pennypacker KR. Reverse Translation to Develop Post-stroke Therapeutic Interventions during Mechanical Thrombectomy: Lessons from the BACTRAC Trial. Methods Mol Biol 2023; 2616:391-402. [PMID: 36715948 DOI: 10.1007/978-1-0716-2926-0_27] [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] [Indexed: 01/31/2023]
Abstract
The majority of strokes, approximately 87%, are ischemic in etiology with the remaining hemorrhagic in origin. Emergent large vessel occlusions (ELVOs) are a subtype of ischemic stroke accounting for approximately 30-40% of acute large vessel blockages. Treatment for ELVOs focuses on recanalization of the occluded vessel by time-sensitive administration of tissue plasminogen activator (tPA) or thrombus removal using mechanical thrombectomy. Although a great deal of time and resources have focused on translational stroke research, little progress has been made in the area of identifying additional new treatments for stroke. Translational limitations include difficulty simulating human comorbid conditions in animal models, as well as the temporal nature of stroke pathology. The Blood And Clot Thrombectomy Registry And Collaboration represents an ongoing tissue registry for thrombectomy patients and includes collection of intracranial arterial blood, systemic arterial blood, thrombi, as well as a series of clinical and radiographic data points for analysis. This chapter will explore the methodologies employed and results obtained from studying BACTRAC-derived human biological specimens and how they can inform translational experimental design in animal studies.
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Affiliation(s)
- Benton Maglinger
- Department of Neurology, Department of Neuroscience, The University of Kentucky, Lexington, KY, USA
| | - Jacqueline A Frank
- Department of Neurology, Department of Neuroscience, The University of Kentucky, Lexington, KY, USA
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA
| | - Justin F Fraser
- Department of Neurology, Department of Neuroscience, The University of Kentucky, Lexington, KY, USA
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA
- Department of Radiology, University of Kentucky, Lexington, KY, USA
- Department of Neuroscience, University of Kentucky, Lexington, KY, USA
| | - Keith R Pennypacker
- Department of Neurology, Department of Neuroscience, The University of Kentucky, Lexington, KY, USA.
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA.
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11
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Dumitriu LaGrange D, Reymond P, Brina O, Zboray R, Neels A, Wanke I, Lövblad KO. Spatial heterogeneity of occlusive thrombus in acute ischemic stroke: A systematic review. J Neuroradiol 2023; 50:352-360. [PMID: 36649796 DOI: 10.1016/j.neurad.2023.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 01/12/2023] [Accepted: 01/12/2023] [Indexed: 01/15/2023]
Abstract
Following the advent of mechanical thrombectomy, occlusive clots in ischemic stroke have been amply characterized using conventional histopathology. Many studies have investigated the compositional variability of thrombi and the consequences of thrombus composition on treatment response. More recent evidence has emerged about the spatial heterogeneity of the clot or the preferential distribution of its components and compact nature. Here we review this emerging body of evidence, discuss its potential clinical implications, and propose the development of adequate characterization techniques.
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Affiliation(s)
- Daniela Dumitriu LaGrange
- Neurodiagnostic and Neurointerventional Division, Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
| | - Philippe Reymond
- Neurodiagnostic and Neurointerventional Division, Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Olivier Brina
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Robert Zboray
- Center for X-Ray Analytics, Swiss Federal Laboratories for Materials Science and Technology (Empa), Dübendorf 8600, Switzerland
| | - Antonia Neels
- Center for X-Ray Analytics, Swiss Federal Laboratories for Materials Science and Technology (Empa), Dübendorf 8600, Switzerland
| | - Isabel Wanke
- Division of Neuroradiology, Klinik Hirslanden, Zurich, Switzerland; Swiss Neuroradiology Institute, Zurich, Switzerland; Division of Neuroradiology, University of Essen, Essen, Germany
| | - Karl-Olof Lövblad
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland; Neurodiagnostic and Neurointerventional Division, Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Switzerland
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12
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Chen F, Zhang L, Bai X, Wang X, Geng Z. Clinical Application of Thromboelastography in Acute Ischemic Stroke. Clin Appl Thromb Hemost 2022; 28:10760296221131801. [PMID: 36285384 PMCID: PMC9608017 DOI: 10.1177/10760296221131801] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Acute ischemic stroke (AIS), characterized by high morbidity and mortality, has imposed a considerable burden on society. Despite rapid development in the treatment of AIS, there is still a high risk of recurrence. Furthermore, there is a time delay in waiting for the results of conventional coagulation tests in candidate patients for intravenous thrombolysis therapy. Heterogeneous responses to antiplatelet, intravascular thrombolysis, and endovascular therapies also worsen the situation. Thromboelastography (TEG), as a global and portable detection method for hemostasis, facilitates clinicians in disease monitoring, treatment evaluation, and prognosis prediction in AIS. In this narrative review, we provided a comprehensive summary of the clinical application of TEG in ischemic stroke and gave insights to further studies.
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Affiliation(s)
- Feng Chen
- Department of Neurology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liren Zhang
- Department of Neurology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaolin Bai
- Department of Neurology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiuzhe Wang
- Department of Neurology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China,Zhi Geng, 600 Yishan Road, Xuhui District, Shanghai, 200233 China.
Xiuzhe Wang, 600 Yishan Road, Xuhui District, Shanghai, 200233 China
| | - Zhi Geng
- Department of Neurology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
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13
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Clot Morphology in Acute Ischemic Stroke Decision Making. Int J Mol Sci 2022; 23:ijms232012373. [PMID: 36293230 PMCID: PMC9604475 DOI: 10.3390/ijms232012373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Revised: 10/09/2022] [Accepted: 10/13/2022] [Indexed: 11/17/2022] Open
Abstract
Stroke is a leading cause of death and disability in the world, and the provision of reperfusion therapy and endovascular therapy, in particular, have revolutionized the treatment of patients with stroke and opened opportunities to look at brain clots retrieved after the procedure. The use of histopathology and molecular profiling of clots is of growing research and clinical interest. However, its clinical implications and incorporation within stroke workflows remain suboptimal. Recent studies have indicated that the study of brain clots may inform the mechanism of stroke and hence guide treatment decision-making in select groups of patients, especially patients without a defined cause or known mechanism. This article provides a comprehensive overview of various clot histopathological examinations in acute stroke-care settings, their clinical utility, and existing gaps and opportunities for further research. We also provide targeted recommendations to improve clot analysis workflow, hence standardizing its incorporation into clinical practice.
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14
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Huang J, Killingsworth MC, Bhaskar SMM. Is Composition of Brain Clot Retrieved by Mechanical Thrombectomy Associated with Stroke Aetiology and Clinical Outcomes in Acute Ischemic Stroke?—A Systematic Review and Meta-Analysis. Neurol Int 2022; 14:748-770. [PMID: 36278687 PMCID: PMC9589969 DOI: 10.3390/neurolint14040063] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/15/2022] [Accepted: 09/16/2022] [Indexed: 12/29/2022] Open
Abstract
Background: Brain clots retrieved following endovascular thrombectomy in acute ischemic stroke patients may offer unique opportunities to characterise stroke aetiology and aid stroke decision-making in select groups of patients. However, the evidence around the putative association of clot morphology with stroke aetiology is limited and remains inconclusive. This study aims to perform a systematic review and meta-analysis to delineate the association of brain clot composition with stroke aetiology and post-reperfusion outcomes in patients receiving endovascular thrombectomy. Methods: The authors conducted a systematic literature review and meta-analysis by extracting data from several research databases (MEDLINE/PubMed, Cochrane, and Google Scholar) published since 2010. We used appropriate key search terms to identify clinical studies concerning stroke thrombus composition, aetiology, and clinical outcomes, in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Results: The authors identified 30 articles reporting on the relationship between stroke thrombus composition or morphology and aetiology, imaging, or clinical outcomes, of which 21 were included in the meta-analysis. The study found that strokes of cardioembolic origin (SMD = 0.388; 95% CI, 0.032–0.745) and cryptogenic origin (SMD = 0.468; 95% CI, 0.172–0.765) had significantly higher fibrin content than strokes of non-cardioembolic origin. Large artery atherosclerosis strokes had significantly lower fibrin content than cardioembolic (SMD = 0.552; 95% CI, 0.099–1.004) or cryptogenic (SMD = 0.455; 95% CI, 0.137–0.774) strokes. Greater red blood cell content was also significantly associated with a thrombolysis in cerebral infarction score of 2b–3 (SMD = 0.450; 95% CI, 0.177–0.722), and a positive hyperdense middle cerebral artery sign (SMD = 0.827; 95% CI, 0.472–1.183). No significant associations were found between red blood cell, platelet, or white blood cell content and aetiology, or between clot composition and bridging thrombolysis. Conclusions: This meta-analysis found that fibrin composition is significantly higher in strokes of cardioembolic and cryptogenic origin, and that red blood cell content is positively associated with the hyperdense middle cerebral artery sign and better reperfusion outcomes. Important advances to stroke clinical workup can be derived from these findings, in which many aspects of stroke workflow remain to be optimised. As data are still limited in terms of the association of various thrombus components with stroke aetiology as well as a standardised method of analysis, further studies are required to validate these findings to guide their use in clinical decision-making.
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Affiliation(s)
- Joanna Huang
- Global Health Neurology Lab, Sydney, NSW 2000, Australia
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW 2170, Australia
- UNSW Medicine and Health, University of New South Wales (UNSW), South Western Sydney Clinical Campuses, Sydney, NSW 2170, Australia
| | - Murray C. Killingsworth
- UNSW Medicine and Health, University of New South Wales (UNSW), South Western Sydney Clinical Campuses, Sydney, NSW 2170, Australia
- Department of Anatomical Pathology, NSW Health Pathology, Correlative Microscopy Facility, Ingham Institute for Applied Medical Research and Western Sydney University (WSU), Liverpool, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
| | - Sonu M. M. Bhaskar
- Global Health Neurology Lab, Sydney, NSW 2000, Australia
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Liverpool Hospital & South West Sydney Local Health District (SWSLHD), Department of Neurology & Neurophysiology, Sydney, NSW 2170, Australia
- Ingham Institute for Applied Medical Research, Stroke & Neurology Research Group, Sydney, NSW 2170, Australia
- Clinical Sciences Building, 1 Elizabeth St., Liverpool Hospital, Liverpool, NSW 2170, Australia
- Correspondence: ; Tel.:+61-(02)-8738-9179; Fax: +61-(02)-8738-3648
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15
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Skyrman S, Burström G, Aspegren O, Babic D, Lucassen G, Edström E, Arnberg F, Ohlsson M, Mueller M, Elmi-Terander A, Andersson T. Clot composition characterization using diffuse reflectance spectroscopy in acute ischemic stroke. BIOMEDICAL OPTICS EXPRESS 2022; 13:3311-3323. [PMID: 35781943 PMCID: PMC9208598 DOI: 10.1364/boe.458445] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/26/2022] [Accepted: 04/27/2022] [Indexed: 06/15/2023]
Abstract
Acute ischemic stroke caused by large vessel occlusion is treated with endovascular thrombectomy, but treatment failure may occur when clot composition and thrombectomy technique mismatch. In this proof-of-concept study, diffuse reflectance spectroscopy (DRS) is evaluated for identification of clot composition ex vivo. DRS spectra and histology were acquired from 45 clot units retrieved from 29 stroke patients. DRS spectra correlated to clot RBC content, R= 81, p < .001, and could discriminate between RBC-rich and fibrin-rich clots, p < 0.001. Sensitivity and specificity for detection of RBC-rich clots were 0.722 and 0.846 respectively. Applied in an intravascular device, DRS could potentially provide intraprocedural information on clot composition that could increase endovascular thrombectomy efficiency.
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Affiliation(s)
- Simon Skyrman
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Gustav Burström
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Oskar Aspegren
- Department of Pathology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Drazenko Babic
- Philips Research, High Tech Campus 34, Eindhoven, The Netherlands
| | - Gerald Lucassen
- Philips Research, High Tech Campus 34, Eindhoven, The Netherlands
| | - Erik Edström
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Fabian Arnberg
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Marcus Ohlsson
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Manfred Mueller
- Philips Research, High Tech Campus 34, Eindhoven, The Netherlands
| | - Adrian Elmi-Terander
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Tommy Andersson
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
- Department of Medical Imaging, AZ Groeninge, Kortrijk, Belgium
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16
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Dumitriu LaGrange D, Braunersreuther V, Wanke I, Berberat J, Luthman S, Fitzgerald S, Doyle KM, Brina O, Reymond P, Platon A, Muster M, Machi P, Poletti PA, Vargas MI, Lövblad KO. MicroCT Can Characterize Clots Retrieved With Mechanical Thrombectomy From Acute Ischemic Stroke Patients–A Preliminary Report. Front Neurol 2022; 13:824091. [PMID: 35321513 PMCID: PMC8934771 DOI: 10.3389/fneur.2022.824091] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 01/31/2022] [Indexed: 11/18/2022] Open
Abstract
Background Characterization of the clot occluding the arteries in acute ischemic stroke received ample attention, in terms of elucidating the relationship between the clot composition, its etiology and its amenability for pharmacological treatment and mechanical thrombectomy approaches. Traditional analytical techniques such as conventional 2D histopathology or electron microscopy sample only small parts of the clot. Visualization and analysis in 3D are necessary to depict and comprehend the overall organization of the clot. The aim of this study is to investigate the potential of microCT for characterizing the clot composition, structure, and organization. Methods In a pilot study, we analyzed with microCT clots retrieved from 14 patients with acute ischemic stroke. The following parameters were analyzed: overall clot density, clot segmentation with various density thresholds, clot volume. Results Our findings show that human clots are heterogeneous in terms of CT intra-clot density distribution. After fixation in formalin, the clots display a shift toward negative values. On average, we found the mean HU values of red clots retrieved from patients to be −153 HU, with SD = 23.8 HU, for the intermediate clots retrieved from patients −193 HU, SD = 23.7 HU, and for the white clots retrieved from patients −229 HU, SD = 64.8 HU. Conclusion Our study shows that volumetric and density analysis of the clot opens new perspectives for clot characterization and for a better understanding of thrombus structure and composition.
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Affiliation(s)
- Daniela Dumitriu LaGrange
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
- *Correspondence: Daniela Dumitriu LaGrange
| | - Vincent Braunersreuther
- Division of Clinical Pathology, Diagnostic Department, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Isabel Wanke
- Division of Neuroradiology, Klinik Hirslanden, Zurich, Switzerland
- Swiss Neuroradiology Institute, Zurich, Switzerland
- Division of Neuroradiology, University of Essen, Essen, Germany
| | - Jatta Berberat
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
- Division of Neuroradiology, Kantonsspital Aarau, Aarau, Switzerland
| | - Siri Luthman
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Seán Fitzgerald
- Department of Physiology, National University of Ireland, Galway, Ireland
- CÚRAM, Science Foundation Ireland (SFI), Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Karen M. Doyle
- Department of Physiology, National University of Ireland, Galway, Ireland
- CÚRAM, Science Foundation Ireland (SFI), Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Olivier Brina
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Philippe Reymond
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Alexandra Platon
- Division of Radiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Michel Muster
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Paolo Machi
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | | | - Maria Isabel Vargas
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Karl-Olof Lövblad
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
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17
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Skyrman S, Burström G, Aspegren O, Lucassen G, Elmi-Terander A, Edström E, Arnberg F, Ohlsson M, Mueller M, Andersson T. Identifying clot composition using intravascular diffuse reflectance spectroscopy in a porcine model of endovascular thrombectomy. J Neurointerv Surg 2022; 14:304-309. [PMID: 33858972 PMCID: PMC8862084 DOI: 10.1136/neurintsurg-2020-017273] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 03/28/2021] [Accepted: 03/29/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Endovascular thrombectomy has revolutionized the management of acute ischemic stroke and proven superior to stand-alone intravenous thrombolysis for large vessel occlusions. However, failed or delayed revascularization may occur as a result of a mismatch between removal technique and clot composition. Determination of clot composition before thrombectomy provides the possibility to adapt the technique to improve clot removal efficacy. We evaluated the application of diffuse reflectance spectroscopy (DRS) for intravascular determination of clot composition in vivo. METHODS Three clot types, enriched in red blood cells or fibrin or with a mixed content, were prepared from porcine blood and injected into the external carotids of a domestic pig. A guidewire-like DRS probe was used to investigate the optical spectra of clots, blood and vessel wall. Measurement positions were confirmed with angiography. Spectra were analyzed by fitting an optical model to derive physiological parameters. To evaluate the method's accuracy, photon scattering and blood and methemoglobin contents were included in a decision tree model and a random forest classification. RESULTS DRS could differentiate between the three different clot types, blood and vessel wall in vivo (p<0.0001). The sensitivity and specificity for detection was 73.8% and 98.8% for red blood cell clots, 80.6% and 97.8% for fibrin clots, and 100% and 100% for mixed clots, respectively. CONCLUSION Intravascular DRS applied via a custom guidewire can be used for reliable determination of clot composition in vivo. This novel approach has the potential to increase efficacy of thrombectomy procedures in ischemic stroke.
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Affiliation(s)
- Simon Skyrman
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - Gustav Burström
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - Oskar Aspegren
- Department of Pathology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Gerald Lucassen
- High Tech Campus 34, Philips Research, Eindhoven, The Netherlands
| | - Adrian Elmi-Terander
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - Erik Edström
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - Fabian Arnberg
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Marcus Ohlsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Manfred Mueller
- High Tech Campus 34, Philips Research, Eindhoven, The Netherlands
| | - Tommy Andersson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
- Departments of Radiology and Neurology, AZ Groeninge, Kortrijk, Belgium
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18
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Structure of shear-induced platelet aggregated clot formed in an in vitro arterial thrombosis model. Blood Adv 2022; 6:2872-2883. [PMID: 35086138 PMCID: PMC9092419 DOI: 10.1182/bloodadvances.2021006248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 01/20/2022] [Indexed: 11/20/2022] Open
Abstract
The structure of occlusive arterial thrombi is described in this paper. Macroscopic thrombi are made from whole blood in a collagen-coated, large-scale stenosis with high shear flow conditions similar to an atherosclerotic artery. The millimeter-sized thrombi are harvested for histology and scanning electron microscopy. Histological images showed 3 distinctive structures of the thrombus. A) The upstream region showed string-like platelet aggregates growing out from the wall to protrude into the central lumen, while RBCs were trapped between the strings. The strings were >10x as long as they were wide and reached out to join the strings from the opposite wall. B) Near the apex, the platelet strings coalesced into a dense mass with microchannels that effectively occludes the lumen. C) In the expansion region, the thrombus ended abruptly with an annulus of free blood in the flow separation zone. Scanning electron microscopy showed dense clusters of spherical platelets upstream and downstream, with amorphous platelets in the occluded throat consistent with prior activation. The total clot is estimated to contain 1.23 billion platelets with pores on the order of 10-100 microns. The results reveal a complex structure of arterial thrombi that grow from their tips under high shear stress to bridge the 2.5 mm lumen quickly with VWF-platelet strings. The occlusion leaves many microchannels that allow some flow through the bulk of the thrombus. This architecture can create occlusion or hemostasis rapidly with minimal material, yet remain porous for potential delivery of lytic agents to the core of the thrombus.
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19
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LaGrange DD, Wanke I, Machi P, Bernava G, Vargas M, Botta D, Berberat J, Muster M, Platon A, Poletti PA, Lövblad KO. Multimodality Characterization of the Clot in Acute Stroke. Front Neurol 2022; 12:760148. [PMID: 34970209 PMCID: PMC8712945 DOI: 10.3389/fneur.2021.760148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 11/17/2021] [Indexed: 11/26/2022] Open
Abstract
Aim: Current treatment of occluded cerebral vessels can be done by a variety of endovascular techniques. Sometimes, the clot responds in varying degrees to the treatment chosen. The Ex vivo characterization of the clot occluding the arteries in acute ischemic stroke can help in understanding the underlying imaging features obtained from pre-treatment brain scans. For this reason, we explored the potential of microCT when combined with electron microscopy for clot characterization. Results were compared to the clinical CT findings. Methods: 16 patients (9 males, 8 females, age range 54–93 years) who were referred to our institution for acute stroke underwent dual-source CT. Results: Clinical CT clots were seen as either iso or hyperdense. This was corroborated with micro-CT, and electron microscopy can show the detailed composition. Conclusion: MicroCT values can be used as an indicator for red blood cells-rich composition of clots. Meaningful information regarding the clot composition and modalities of embedding along the stent retrievers can be obtained through a combination of microCT and electron microscopy.
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Affiliation(s)
- Daniela Dumitriu LaGrange
- Division of Diagnostic and Interventional Neuroradiology, Diagnostic Department, HUG Geneva University Hospitals, Genève, Switzerland
| | - Isabel Wanke
- Division of Neuroradiology, Zentrum für Neuroradiologie, Klinik Hirslanden, Zurich, Switzerland.,Swiss Neuroradiology Institute, Zurich, Switzerland.,Division of Neuroradiology, Institute of Diagnostic and Interventional Radiology and Neuroradiology, University of Essen, Essen, Germany
| | - Paolo Machi
- Division of Diagnostic and Interventional Neuroradiology, Diagnostic Department, HUG Geneva University Hospitals, Genève, Switzerland
| | - Gianmarco Bernava
- Division of Diagnostic and Interventional Neuroradiology, Diagnostic Department, HUG Geneva University Hospitals, Genève, Switzerland
| | - Maria Vargas
- Division of Diagnostic and Interventional Neuroradiology, Diagnostic Department, HUG Geneva University Hospitals, Genève, Switzerland
| | - Daniele Botta
- Division of Radiology, Diagnostic Department, Geneva University Hospitals, Genève, Switzerland
| | - Jatta Berberat
- Division of Neuroradiology, Zentrale Medizinische Dienste, Kantonsspital Aarau, Aarau, Switzerland
| | - Michel Muster
- Division of Diagnostic and Interventional Neuroradiology, Diagnostic Department, HUG Geneva University Hospitals, Genève, Switzerland
| | - Alexandra Platon
- Division of Radiology, Diagnostic Department, Geneva University Hospitals, Genève, Switzerland
| | | | - Karl-Olof Lövblad
- Division of Diagnostic and Interventional Neuroradiology, Diagnostic Department, HUG Geneva University Hospitals, Genève, Switzerland
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20
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Staessens S, François O, Brinjikji W, Doyle KM, Vanacker P, Andersson T, De Meyer SF. Studying Stroke Thrombus Composition After Thrombectomy: What Can We Learn? Stroke 2021; 52:3718-3727. [PMID: 34517770 PMCID: PMC8545837 DOI: 10.1161/strokeaha.121.034289] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The composition of ischemic stroke thrombi has gained an increasing amount of interest in recent years. The implementation of endovascular procedures in standard stroke care has granted researchers the unique opportunity to examine patient thrombus material. Increasing evidence indicates that stroke thrombi are complex and heterogenous, consisting of various biochemical (eg, fibrin, von Willebrand Factor, and neutrophil extracellular traps) and cellular (eg, red blood cells, platelets, leukocytes, and bacteria) components. This complex composition may explain therapeutic limitations and also offer novel insights in several aspects of stroke management. Better understanding of thrombus characteristics could, therefore, potentially lead to improvements in the management of patients with stroke. In this review, we provide a comprehensive overview of the lessons learned by examining stroke thrombus composition after endovascular thrombectomy and its potential relevance for thrombectomy success rates, thrombolysis, clinical outcomes, stroke etiology, and radiological imaging.
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Affiliation(s)
- Senna Staessens
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
| | | | | | - Karen M. Doyle
- CÚRAM-Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Peter Vanacker
- Department of Neurology, AZ Groeninge, Kortrijk, Belgium
- Department of Neurology, University Hospitals Antwerp, Antwerp, Belgium
- Department of Translational Neuroscience, University of Antwerp, Antwerp, Belgium
| | - Tommy Andersson
- Department of Medical Imaging, AZ Groeninge, Kortrijk, Belgium
- Department of Neuroradiology, Karolinska University Hospital and Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Simon F. De Meyer
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
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21
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Luraghi G, Cahalane RME, van de Ven E, Overschie SCM, Gijsen FJH, Akyildiz AC. In vitro and in silico modeling of endovascular stroke treatments for acute ischemic stroke. J Biomech 2021; 127:110693. [PMID: 34450517 DOI: 10.1016/j.jbiomech.2021.110693] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 07/06/2021] [Accepted: 08/09/2021] [Indexed: 12/25/2022]
Abstract
Acute ischemic stroke occurs when a thrombus obstructs a cerebral artery, leading to sub-optimal blood perfusion to brain tissue. A recently developed, preventive treatment is the endovascular stroke treatment (EVT), which is a minimally invasive procedure, involving the use of stent-retrievers and/or aspiration catheters. Despite its increasing use, many critical factors of EVT are not well understood. In this respect, in vitro, and in silico studies have the great potential to help us deepen our understanding of the procedure, perform further device and procedural optimization, and help in clinical training. This review paper provides an overview of the previous in vitro and in silico evaluations of EVT treatments, with a special emphasis on the four main aspects of the adopted experimental and numerical set-ups: vessel, thrombus, device, and procedural settings.
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Affiliation(s)
- Giulia Luraghi
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands; Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy.
| | - Rachel M E Cahalane
- Department of Biomedical Engineering, Thoraxcenter, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Emma van de Ven
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands
| | - Serena C M Overschie
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands
| | - Frank J H Gijsen
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands; Department of Biomedical Engineering, Thoraxcenter, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Ali C Akyildiz
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands; Department of Biomedical Engineering, Thoraxcenter, Erasmus Medical Center, Rotterdam, the Netherlands
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22
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Bi R, Chen S, Chen S, Peng Q, Jin H, Hu B. The role of leukocytes in acute ischemic stroke-related thrombosis: a notable but neglected topic. Cell Mol Life Sci 2021; 78:6251-6264. [PMID: 34398251 PMCID: PMC11072166 DOI: 10.1007/s00018-021-03897-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 06/15/2021] [Accepted: 07/02/2021] [Indexed: 12/19/2022]
Abstract
Ischemic stroke is one of the most serious diseases today, and only a minority of patients are provided with effective clinical treatment. Importantly, leukocytes have gradually been discovered to play vital roles in stroke thrombosis, including promoting the activation of thrombin and the adhesion and aggregation of platelets. However, they have not received enough attention in the field of acute ischemic stroke. It is possible that we could not only prevent stroke-related thrombosis by inhibiting leukocyte activation, but also target leukocyte components to dissolve thrombi in the cerebral artery. In this review, we expound the mechanisms by which leukocytes are activated and participate in the formation of stroke thrombus, then describe the histopathology of leukocytes in thrombi of stroke patients and the influence of leukocyte composition on vascular recanalization effects and patient prognosis. Finally, we discuss the relevant antithrombotic strategies targeting leukocytes.
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Affiliation(s)
- Rentang Bi
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Shengcai Chen
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Shaolin Chen
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Qiwei Peng
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Huijuan Jin
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China.
| | - Bo Hu
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China.
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23
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Grosse GM, Werlein C, Blume N, Abu-Fares O, Götz F, Gabriel MM, Ernst J, Leotescu A, Worthmann H, Kühnel MP, Jonigk DD, Falk CS, Weissenborn K, Schuppner R. Circulating Cytokines and Growth Factors in Acute Cerebral Large Vessel Occlusion-Association with Success of Endovascular Treatment. Thromb Haemost 2021; 122:623-632. [PMID: 34225367 PMCID: PMC9142215 DOI: 10.1055/a-1544-5431] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Mechanical thrombectomy (MT) is a highly efficient treatment in patients with acute ischemic stroke due to large vessel occlusion (LVO). However, in a relevant proportion of LVO, no sufficient recanalization can be achieved. The composition of cerebral thrombi is highly heterogeneous and may constitute a relevant factor for insufficient reperfusion. We hypothesized that circulating cytokines and growth factors involved in thromboinflammation and platelet activation may be associated with reperfusion status and thrombus composition in patients undergoing MT. An according biomarker panel was measured in plasma specimens taken prior to MT and at a 7-day follow-up. The reperfusion status was categorized into sufficient or insufficient. The composition of retrieved thrombi was histologically analyzed. Differences of baseline biomarker concentrations between insufficient and sufficient reperfusions were highest for interferon (IFN)-γ, epidermal growth factor, platelet-derived growth factor (PDGF)-AB/BB, and IFN-γ-induced protein 10 (IP-10/CXCL10). After applying correction for multiple comparisons and logistic regression analysis adjusting for stroke etiology, intravenous thrombolysis, and vascular risk factors, PDGF-AB/BB was identified as an independent predictor of reperfusion status (odds ratio: 0.403; 95% confidence interval: 0.199-0.819). Histological analysis revealed that the majority of thrombi had a mixed composition. In conclusion, this study provides the first evidence that cytokines and growth factors are potential effectors in patients undergoing MT for the treatment of acute ischemic stroke.
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Affiliation(s)
- Gerrit M. Grosse
- Department of Neurology, Hannover Medical School, Hannover, Germany,Address for correspondence Gerrit M. Grosse, MD Department of Neurology, Hannover Medical SchoolCarl-Neuberg-Str. 1, 30625 HannoverGermany
| | | | - Nicole Blume
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Omar Abu-Fares
- Institute of Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Friedrich Götz
- Institute of Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Maria M. Gabriel
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Johanna Ernst
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Andrei Leotescu
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Hans Worthmann
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Mark P. Kühnel
- Institute of Pathology, Hannover Medical School, Hannover, Germany,Member of the German Center for Lung Research (DZL), Biomedical Research in End-stage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
| | - Danny D. Jonigk
- Institute of Pathology, Hannover Medical School, Hannover, Germany,Member of the German Center for Lung Research (DZL), Biomedical Research in End-stage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
| | - Christine S. Falk
- Institute of Transplant Immunology, Hannover Medical School, Hannover, Germany
| | | | - Ramona Schuppner
- Department of Neurology, Hannover Medical School, Hannover, Germany
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24
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Affiliation(s)
- Julie Rayes
- Institute of Cardiovascular Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Craig N Jenne
- Department of Microbiology, Immunology and Infectious Diseases, Snyder Institute for Chronic Diseases, the University of Calgary, Calgary, AB, Canada
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25
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Essig F, Kollikowski AM, Pham M, Solymosi L, Stoll G, Haeusler KG, Kraft P, Schuhmann MK. Immunohistological Analysis of Neutrophils and Neutrophil Extracellular Traps in Human Thrombemboli Causing Acute Ischemic Stroke. Int J Mol Sci 2020; 21:ijms21197387. [PMID: 33036337 PMCID: PMC7582743 DOI: 10.3390/ijms21197387] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 10/02/2020] [Accepted: 10/04/2020] [Indexed: 12/28/2022] Open
Abstract
Ischemic stroke caused by thromboembolic occlusion of large cerebral arteries, such as the internal carotid (ICA) and/or the middle cerebral artery (MCA), is treated by mechanical thrombectomy (MT). MT allows salvage of the vessel-occluding thrombemboli, which most frequently originate from the left atrium or the left ventricle of the heart or from sites of plaque rupture within large arteries above the heart. Clot composition may influence the efficacy of (intravenous) thrombolysis and MT, respectively. We analyzed 37 human thrombemboli obtained from acute ischemic stroke patients during MT with special emphasis on histological staining of neutrophils and neutrophil extracellular traps (NETs). We found neutrophils as the main cellular component of cerebral thrombemboli but encountered considerable morphological heterogeneity. Neutrophils accumulated in the border region of fibrin-rich structures indicating possible interaction of neutrophils with distinct structural thrombembolus components. Web-like NETs were found in 35 of 37 thrombemboli in varying amounts. NETs were almost exclusively found within fibrin-rich areas. Importantly, stroke etiology, age and present oral anticoagulation was associated with morphological patterns and the amount of neutrophils. Correlation of histological data and imaging data revealed that relative Hounsfield units of cerebral thrombemboli positively correlated with the amount of red blood cells. In summary, our results demonstrate that neutrophils and NETs are substantial constituents of cerebral thrombemboli and contribute to their structural complexity.
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Affiliation(s)
- Fabian Essig
- Department of Neurology, University Hospital Würzburg, 97080 Würzburg, Germany; (F.E.); (G.S.); (K.G.H.); (P.K.)
| | - Alexander M. Kollikowski
- Department of Neuroradiology, University Hospital Würzburg, 97080 Würzburg, Germany; (A.M.K.); (M.P.); (L.S.)
| | - Mirko Pham
- Department of Neuroradiology, University Hospital Würzburg, 97080 Würzburg, Germany; (A.M.K.); (M.P.); (L.S.)
| | - László Solymosi
- Department of Neuroradiology, University Hospital Würzburg, 97080 Würzburg, Germany; (A.M.K.); (M.P.); (L.S.)
| | - Guido Stoll
- Department of Neurology, University Hospital Würzburg, 97080 Würzburg, Germany; (F.E.); (G.S.); (K.G.H.); (P.K.)
| | - Karl Georg Haeusler
- Department of Neurology, University Hospital Würzburg, 97080 Würzburg, Germany; (F.E.); (G.S.); (K.G.H.); (P.K.)
| | - Peter Kraft
- Department of Neurology, University Hospital Würzburg, 97080 Würzburg, Germany; (F.E.); (G.S.); (K.G.H.); (P.K.)
- Department of Neurology, Klinikum Main-Spessart, 97816 Lohr, Germany
| | - Michael K. Schuhmann
- Department of Neurology, University Hospital Würzburg, 97080 Würzburg, Germany; (F.E.); (G.S.); (K.G.H.); (P.K.)
- Correspondence: ; Tel.: +49-931-201-23653
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