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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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2
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Bhambri A, Adapa AR, Liu Y, Boeckh-Behrens T, Procházka V, Hernández-Fernández F, Barbella-Aponte RA, Hashimoto T, Savastano LE, Gemmete JJ, Chaudhary N, Shih AJ, Pandey AS. Thrombus Histology as It Relates to Mechanical Thrombectomy: A Meta-Analysis and Systematic Review. Neurosurgery 2021; 89:1122-1131. [PMID: 34634805 DOI: 10.1093/neuros/nyab366] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 08/06/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Appropriate thrombus-device interaction is critical for recanalization. Histology can serve as a proxy for mechanical properties, and thus inform technique selection. OBJECTIVE To investigate the value of histologic characterization, we conducted a systematic review and meta-analysis on the relationship between thrombus histology and recanalization, technique, etiology, procedural efficiency, and imaging findings. METHODS In this meta-analysis, we identified studies published between March 2010 and March 2020 reporting findings related to the histologic composition of thrombi in large vessel occlusion stroke. Studies with at least 10 patients who underwent mechanical thrombectomy using stent retriever or aspiration were considered. Only studies in which retrieved thrombi were histologically processed were included. Patient-level data were requested when data could not be directly extracted. The primary outcome assessed was the relationship between thrombus histology and angiographic outcome. RESULTS A total of 22 studies encompassing 1623 patients met inclusion criteria. Clots associated with good angiographic outcome had higher red blood cell (RBC) content (mean difference [MD] 9.60%, 95% CI 3.85-15.34, P = .008). Thrombi retrieved by aspiration had less fibrin (MD -11.39, 95% CI -22.50 to -0.27, P = .046) than stent-retrieved thrombi. Fibrin/platelet-rich clots were associated with longer procedure times (MD 13.20, 95% CI 1.30-25.10, P = .037). Hyperdense artery sign was associated with higher RBC content (MD 14.17%, 95% CI 3.07-25.27, P = .027). No relationship was found between composition and etiology. CONCLUSION RBC-rich thrombi were associated with better recanalization outcomes and shorter procedure times, suggesting that preinterventional compositional characterization may yield important prognostic and therapeutic guidance.
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Affiliation(s)
- Ankur Bhambri
- College of Medicine, Central Michigan University, Saginaw, Michigan, USA
| | | | - Yang Liu
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Václav Procházka
- Department of Imaging Methods, University of Ostrava, Ostrava, Czech Republic
| | - Francisco Hernández-Fernández
- Interventional Neuroradiology Unit, Department of Neurology, Complejo Hospitalario Universitario de Albacete, Albacete, Spain
| | | | - Tetsuya Hashimoto
- Department of Neurology, University of California, Los Angeles, Los Angeles, California, USA
| | - Luis E Savastano
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Joseph J Gemmete
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Neeraj Chaudhary
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA.,Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Albert J Shih
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, Michigan, USA
| | - Aditya S Pandey
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA.,Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, USA
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3
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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 2021; 14:304-309. [PMID: 33858972 PMCID: PMC8862084 DOI: 10.1136/neurintsurg-2020-017273] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [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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Ding YH, Abbasi M, Michalak G, Leng S, Dai D, Fitzgerald S, Kadirvel R, Kallmes DF, Brinjikji W. Characterization of thrombus composition with multimodality CT-based imaging: an in-vitro study. J Neurointerv Surg 2020; 13:738-740. [PMID: 33115814 DOI: 10.1136/neurintsurg-2020-016799] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 10/06/2020] [Accepted: 10/07/2020] [Indexed: 11/04/2022]
Abstract
BACKGROUND CT is the most commonly used imaging modality for acute ischemic stroke evaluation. There is growing interest to use pre-operative imaging to characterize clot composition in stroke. We performed an in-vitro study examining the ability of various CT techniques in differentiation between different clot types. METHODS Five clot types with varying fibrin and red blood cells (RBCs) densities (5% RBC and 95% fibrin; 25% RBC and 75% fibrin; 50% RBC and 50% fibrin; 75% RBC and 25% fibrin; 95% RBC and 5% fibrin) were prepared and scanned using various CT scanning protocols (single-energy, dual-energy, photon-counting detector CT, mixed images, and virtual monoenergetic images). Martius Scarlett Blue trichrome staining was performed to confirm the composition of each clot. Mean CT values of each type of clot under different scanning protocol were calculated and compared. RESULTS Mean CT values of the CT numbers in the five clot specimens for 5%, 25%, and 50% RBC clot were similar across modalities, and increased significantly for 75% and 95% RBC clots (P<0.0001). Mean CT values are highest in the Mono +50 keV images in each type of clot, and they were also significantly higher than all other imaging protocols (P<0.001). Dual-energy CT with Mono +50 keV images showed the greatest difference between attenuation in each type of clot. CONCLUSION Mono +50 keV dual-energy CT scan may be helpful for differentiating between RBC-rich and fibrin-rich thrombi seen in large-vessel occlusion patients.
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Affiliation(s)
- Yong-Hong Ding
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Shuai Leng
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Seán Fitzgerald
- CÚRAM-Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Ram Kadirvel
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - David F Kallmes
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA .,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
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Uemura J, Ohta M, Yamashita S, Yagita Y, Inoue T. C-reactive Protein is A Predictor of Deterioration of Acute Internal Carotid Artery M1 Qcclusion Following Recanalization. J Stroke Cerebrovasc Dis 2020; 29:104919. [PMID: 32417241 DOI: 10.1016/j.jstrokecerebrovasdis.2020.104919] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 04/09/2020] [Accepted: 04/25/2020] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Administration of intravenous recombinant tissue plasminogen activator (rt-PA) and mechanical thrombectomy (MT) have become standard therapeutic approaches for acute internal carotid artery and middle cerebral artery M1 segment occlusion (ICA/M1O). However, clinical deterioration of the condition is still observed in some cases. OBJECTIVE We aimed to identify patients' factors associated with exacerbation. This was a single-center, retrospective study of 35 consecutive patients with acute ICA/M1O who underwent rt-PA/rt-PA and MT at our hospital between January 2016 and September 2019. We divided patients into two groups based on the total NIHSS score at discharge: the "improvement" and "exacerbation" groups. Clinical characteristics, laboratory data, and imaging findings were compared between the groups. RESULTS The improvement group (13 patients [37%]) had a lower mean age (70 vs. 81 years, p = 0.02), National Institutes of Health Stroke Scale score (NIHSS, 13 vs. 19, p = 0.02), and C-reactive protein (CRP) levels (0.24 vs. 0.92 mg/dl, p < 0.01) than the exacerbation group (22 patients [63%]). Receiver operating characteristic curve analysis revealed the cut-off age to be 79 (sensitivity 76.9%, specificity 72.7%), NIHSS score to be 20 (sensitivity 92.3%, specificity 63.6%), and CRP to be 0.14 mg/dl (sensitivity 69.2%, specificity 81.8%). Multivariate analysis confirmed a CRP level of >0.14 mg/dl (odds ratio, 10.16; 95% confidence interval 1.38-75.13; p = 0.01) to be independently associated with clinical deterioration at discharge. CONCLUSIONS A CRP level of >0.14 mg/dl is a strong predictor of clinical deterioration at discharge in patients with acute ICA/M1O undergoing recanalization therapy.
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Affiliation(s)
- Junichi Uemura
- Department of Stroke Medicine, Kawasaki Medical School, General Medical Center, 2-6-1 Kitaku Nakasannge, Okayama 700-0975, Japan; Department of Stroke Medicine, Kawasaki Medical School, Japan.
| | - Masahiro Ohta
- Department of Stroke Medicine, Kawasaki Medical School, General Medical Center, 2-6-1 Kitaku Nakasannge, Okayama 700-0975, Japan
| | - Shinji Yamashita
- Department of Stroke Medicine, Kawasaki Medical School, General Medical Center, 2-6-1 Kitaku Nakasannge, Okayama 700-0975, Japan; Department of Stroke Medicine, Kawasaki Medical School, Japan.
| | - Yoshiki Yagita
- Department of Stroke Medicine, Kawasaki Medical School, Japan.
| | - Takeshi Inoue
- Department of Stroke Medicine, Kawasaki Medical School, General Medical Center, 2-6-1 Kitaku Nakasannge, Okayama 700-0975, Japan; Department of Stroke Medicine, Kawasaki Medical School, Japan.
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6
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Yeo LLL, Bhogal P, Gopinathan A, Cunli Y, Tan B, Andersson T. Why Does Mechanical Thrombectomy in Large Vessel Occlusion Sometimes Fail? Clin Neuroradiol 2019; 29:401-414. [DOI: 10.1007/s00062-019-00777-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 03/08/2019] [Indexed: 11/28/2022]
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7
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Preut A, Laughlin M, Jensen H, Hestekin J, Jensen M. Novel method for emboli analog formation towards improved stroke retrieval devices. J Biomech 2018; 80:121-128. [PMID: 30253873 DOI: 10.1016/j.jbiomech.2018.08.035] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 08/22/2018] [Accepted: 08/28/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND Unsuccessful recanalization attempts in stroke patients have been associated with fibrin-rich thromboemboli linking retrieval mechanism performance and clot composition. To continue development of stroke retrieval mechanisms, the material properties of cerebral thromboemboli must be replicated; however, current methods for emboli analog formation lack quantitative measurements for both material stiffness and composition of cerebral thromboemboli. This study investigates emboli analog (EA) formation to mimic the material stiffness and composition of cerebral thromboemboli to develop new retrieval mechanisms. METHODS To induce static and dynamic environments for clot replication, a 9:1 ratio of porcine whole blood and 2.45% calcium chloride remained stationary or rotated at 34, 50 and 80 RPM. Histology and a custom MATLAB code provided composition analysis results. Likewise, quantitative results from biomechanical testing were obtained for direct comparison of the material stiffness of cerebral thromboemboli. RESULTS Fibrin/platelet content as well as material stiffness increased due to increasing rotational speed. Approximately 11% of the biomechanical testing results exhibited nonlinearity after an initial yield point, of which 60% were from statically formed EAs. Those formed at 50 RPM were most similar in material stiffness to thromboemboli extracted from carotid endarterectomy (CEA) procedures (p = 0.97). CONCLUSIONS The dynamically formed EAs may be altered to obtain a range of fibrin/platelet to erythrocyte ratios. The proposed methodology for EA formation offers a platform for continued development of retrieval mechanism prototypes.
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Affiliation(s)
- Anne Preut
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR, United States
| | - Megan Laughlin
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR, United States
| | - Hanna Jensen
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR, United States
| | - Jamie Hestekin
- Department of Chemical Engineering, University of Arkansas, Fayetteville, AR, United States
| | - Morten Jensen
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR, United States.
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8
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Krajíčková D, Krajina A, Šteiner I, Vyšata O, Herzig R, Lojík M, Chovanec V, Raupach J, Renc O, Waishaupt J, Vítková E, Dulíček P, Čabelková P, Vališ M. Fibrin Clot Architecture in Acute Ischemic Stroke Treated With Mechanical Thrombectomy With Stent-Retrievers - Cohort Study. Circ J 2017; 82:866-873. [PMID: 29176266 DOI: 10.1253/circj.cj-17-0375] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND The composition of intra-arterial clots might influence the efficacy of mechanical thrombectomy (MT) in ischemic stroke (IS) due to the acute occlusions within large cerebral arteries. The aims were to assess the factors associated with blood clot structure and the impact of thromboembolus structure on MT using stent-retrievers in patients with acute large artery IS in the anterior circulation.Methods and Results:In an observational cohort study, we studied the components of intra-arterial clots retrieved from large cerebral arteries in 80 patients with acute IS treated with MT with or without i.v. thrombolysis (IVT). Histology of the clots was carried out without knowledge of the clinical findings, including the treatment methods. The components of the clots, their age, origin and semi-quantitative graded changes in the architecture of the fibrin components (e.g., "thinning") were compared via neuro-interventional, clinical and laboratory data. The most prominent changes in the architecture of the fibrin components in the thromboemboli were associated with IVT (applied in 44 patients; OR, 3.50; 95% CI: 1.21-10.10, P=0.02) and platelet count (OR, 2.94; 95% CI: 1.06-8.12, P=0.04). CONCLUSIONS In patients with large artery IS treated with the MT using stent-retrievers, bridging therapy with IVT preceding MT and higher platelet count were associated with significant changes of the histological structure of blood clots.
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Affiliation(s)
- Dagmar Krajíčková
- Department of Neurology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Antonín Krajina
- Department of Radiology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Ivo Šteiner
- The Fingerland Department of Pathology, University Hospital
| | - Oldřich Vyšata
- Department of Neurology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Roman Herzig
- Department of Neurology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Miroslav Lojík
- Department of Radiology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Vendelín Chovanec
- Department of Radiology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Jan Raupach
- Department of Radiology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Ondřej Renc
- Department of Radiology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Jan Waishaupt
- Department of Neurology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Eva Vítková
- Department of Neurology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Petr Dulíček
- Fourth Department of Internal Medicine - Haematology, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Pavla Čabelková
- Department of Radiology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
| | - Martin Vališ
- Department of Neurology, Comprehensive Stroke Centre, Charles University, Faculty of Medicine in Hradec Králové and University Hospital
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9
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Brinjikji W, Duffy S, Burrows A, Hacke W, Liebeskind D, Majoie CBLM, Dippel DWJ, Siddiqui AH, Khatri P, Baxter B, Nogeuira R, Gounis M, Jovin T, Kallmes DF. Correlation of imaging and histopathology of thrombi in acute ischemic stroke with etiology and outcome: a systematic review. J Neurointerv Surg 2017; 9:529-534. [PMID: 27166383 PMCID: PMC6697418 DOI: 10.1136/neurintsurg-2016-012391] [Citation(s) in RCA: 195] [Impact Index Per Article: 27.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2016] [Revised: 04/15/2016] [Accepted: 04/22/2016] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND PURPOSE Studying the imaging and histopathologic characteristics of thrombi in ischemic stroke could provide insights into stroke etiology and ideal treatment strategies. We conducted a systematic review of imaging and histologic characteristics of thrombi in acute ischemic stroke. MATERIALS AND METHODS We identified all studies published between January 2005 and December 2015 that reported findings related to histologic and/or imaging characteristics of thrombi in acute ischemic stroke secondary to large vessel occlusion. The five outcomes examined in this study were (1) association between histologic composition of thrombi and stroke etiology; (2) association between histologic composition of thrombi and angiographic outcomes; (3) association between thrombi imaging and histologic characteristics; (4) association between thrombi imaging characteristics and angiographic outcomes; and (5) association between imaging characteristics of thrombi and stroke etiology. A meta-analysis was performed using a random effects model. RESULTS There was no significant difference in the proportion of red blood cell (RBC)-rich thrombi between cardioembolic and large artery atherosclerosis etiologies (OR 1.62, 95% CI 0.1 to 28.0, p=0.63). Patients with a hyperdense artery sign had a higher odds of having RBC-rich thrombi than those without a hyperdense artery sign (OR 9.0, 95% CI 2.6 to 31.2, p<0.01). Patients with a good angiographic outcome had a mean thrombus Hounsfield unit (HU) of 55.1±3.1 compared with a mean HU of 48.4±1.9 for patients with a poor angiographic outcome (mean standard difference 6.5, 95% CI 2.7 to 10.2, p<0.001). There was no association between imaging characteristics and stroke etiology (OR 1.13, 95% CI 0.32 to 4.00, p=0.85). CONCLUSIONS The hyperdense artery sign is associated with RBC-rich thrombi and improved recanalization rates. However, there was no association between the histopathological characteristics of thrombi and stroke etiology and angiographic outcomes.
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Affiliation(s)
| | - Sharon Duffy
- Department of Engineering, Galway-Mayo Institute of Technology, Galway, Ireland
| | - Anthony Burrows
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Werner Hacke
- Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | - David Liebeskind
- Department of Neurology, University of California, Los Angeles, California, USA
| | - Charles B L M Majoie
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Diederik W J Dippel
- Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands
| | - Adnan H Siddiqui
- Department of Neurosurgery, University of Buffalo, Buffalo, New York, USA
| | - Pooja Khatri
- Department of Neurology, University of Cincinatti, Cincinatti, Ohio, USA
| | - Blaise Baxter
- Department of Radiology, University of Tennessee Medical Center, Chatanooga, Tennessee, USA
| | - Raul Nogeuira
- Department of Neurology, Emory University, Atlanta, Georgia, USA
| | - Matt Gounis
- Department of Radiology, New England Center for Stroke Research, University of Massachusetts, Worcester, Massachusetts, USA
| | - Tudor Jovin
- Department of Neurology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - David F Kallmes
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
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10
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Borggrefe J, Kottlors J, Mirza M, Neuhaus VF, Abdullayev N, Maus V, Kabbasch C, Maintz D, Mpotsaris A. Differentiation of Clot Composition Using Conventional and Dual-Energy Computed Tomography. Clin Neuroradiol 2017; 28:515-522. [PMID: 28536753 DOI: 10.1007/s00062-017-0599-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 05/10/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND PURPOSE In unenhanced computed tomography (CT) of acute ischemic stroke, the density of occluding clots is associated with the content of red blood cells and successful recanalization with stent thrombectomy. However, no CT marker for fibrin content is established. In order to improve clot diagnostics, we conducted an in vitro study to investigate thrombus composition of histologically defined ovine blood clots with unenhanced and contrast-enhanced CT using spectral detector CT (SDCT). METHODS Ovine blood clot types containing defined amounts of red blood cells (RBC; pure fibrin clots: RBC 0% ± 0, fibrin 100% ± 0), mixed clots (RBC 35.1% ± 4.11, fibrin 79.2% ± 5.6) and red clots (RBC 99.05% ± 1.14, fibrin 0.95% ± 1.14) were scanned in a SDCT (IQon®, Philips, Amsterdam, The Netherlands) (a) in a tube containing saline, (b) 5 min and (c) 3 days after exposure to a 1:50 dilution of iohexol (Accupaque-350®, GE-Healthcare, Boston, MA, USA). The attenuation of the clots was measured in Hounsfield units (HU) in conventional CT datasets as well as virtual noncontrast reconstructions (VNC) of nonenhanced and contrast-enhanced SDCT in a blinded and randomized fashion. Statistical analysis was conducted with ANOVA, Spearman's correlation, linear and multivariable regression models. RESULTS In unenhanced scans, clots differed in density with linear interrelation (fibrin 23.6 ± 1.1, mixed 34.9 ± 1.6, red 46.7 ± 1.6, mean HU ± SD). The blood clots did not show any overlap of density in the native scans and VNC at different time points (p < 0.0001 for each setting and clot type). However, they could not be differentiated after initial contrast exposure (fibrin 108.5 ± 7.8, mixed 105.3 ± 3.5, red 104.8 ± 3.8, mean HU ± SD). After prolonged exposure, the fibrin rich clots showed a significant increase of density due to further uptake of contrast medium (fibrin 163.6 ± 3.6, mixed 138.3 ± 4.1, red 109.6 ± 5.4, mean HU ± SD). In multivariable models, native CT density and contrast enhancement were independent variables associated with thrombus type (p < 0.01 each). CONCLUSION The fibrin content in blood clots is strongly associated with contrast uptake. As previously shown, the density of the clot formations in native CT scans is dependent on the RBC. Our data show that CT density and relative enhancement of clots are independent determinants of clot composition. Using both variables in the CT workup of acute ischemic stroke has the potential to have a decisive impact on patient stratification for treatment.
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Affiliation(s)
- Jan Borggrefe
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany.
| | - Jonathan Kottlors
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany
| | - Mahmood Mirza
- Clinical Science, Neuravi Ltd, llybrit Business Park, H91 K5YD, Galway, Ireland
| | - Victor-Frederic Neuhaus
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany
| | - Nuran Abdullayev
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany
| | - Volker Maus
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany
| | - Christoph Kabbasch
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany
| | - David Maintz
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany
| | - Anastasios Mpotsaris
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Kerpener Str. 62, 60937, Cologne, Germany
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Gunning GM, McArdle K, Mirza M, Duffy S, Gilvarry M, Brouwer PA. Clot friction variation with fibrin content; implications for resistance to thrombectomy. J Neurointerv Surg 2017; 10:34-38. [PMID: 28044009 DOI: 10.1136/neurintsurg-2016-012721] [Citation(s) in RCA: 173] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 12/01/2016] [Accepted: 12/12/2016] [Indexed: 11/03/2022]
Abstract
BACKGROUND Despite significant advancements in the procedural efficacy of mechanical thrombectomy in patients with ischemic stroke in recent years, there still remains a portion of the population that does not achieve good recanalization. The reasons for this may be varied. We hypothesized that static friction between the clot and the vessel, or catheter wall might contribute to the difficulty in removing the clot. OBJECTIVE To determine if there is a relationship between clot composition and the resistance to sliding (friction) which might contribute to resistance to clot removal. METHODS As clot composition can vary significantly, we investigated five different types of clot in order to measure their respective frictional properties. To do this, a custom-made testing apparatus was created, consisting of various replaceable low-friction surfaces on which the clots could be placed. The surface was then gradually tilted until the clots began to slide; the angle at which this occurred is related to the coefficient of friction of the clots. The experiment was repeated on a bovine aortic surface in order to confirm the results. RESULTS We found that fibrin-rich clots (<20% red blood cell content) have a significantly higher coefficient of friction than clots with a red blood cell content >20%. This result was confirmed by repeating the experiment on a bovine aortic surface as a representation of the interaction between clots and the arterial wall. CONCLUSIONS The friction properties of clots were found to be related to the content ratio of fibrin to red blood cells. Future imaging techniques that could show fibrin and red blood cell content might help us to predict the 'stickiness' of a clot.
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Affiliation(s)
| | | | | | - Sharon Duffy
- Neuravi Ltd, Galway, Ireland
- Department of Mechanical and Industrial Engineering, Galway-Mayo Technologies Centre, Galway-Mayo Institute of Technology, Galway, Ireland
| | | | - Patrick A Brouwer
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
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12
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Brinjikji W, Michalak G, Kadirvel R, Dai D, Gilvarry M, Duffy S, Kallmes DF, McCollough C, Leng S. Utility of single-energy and dual-energy computed tomography in clot characterization: An in-vitro study. Interv Neuroradiol 2017; 23:279-284. [PMID: 28604189 DOI: 10.1177/1591019917694479] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Background and purpose Because computed tomography (CT) is the most commonly used imaging modality for the evaluation of acute ischemic stroke patients, developing CT-based techniques for improving clot characterization could prove useful. The purpose of this in-vitro study was to determine which single-energy or dual-energy CT techniques provided optimum discrimination between red blood cell (RBC) and fibrin-rich clots. Materials and methods Seven clot types with varying fibrin and RBC densities were made (90% RBC, 99% RBC, 63% RBC, 36% RBC, 18% RBC and 0% RBC with high and low fibrin density) and their composition was verified histologically. Ten of each clot type were created and scanned with a second generation dual source scanner using three single (80 kV, 100 kV, 120 kV) and two dual-energy protocols (80/Sn 140 kV and 100/Sn 140 kV). A region of interest (ROI) was placed over each clot and mean attenuation was measured. Receiver operating characteristic curves were calculated at each energy level to determine the accuracy at differentiating RBC-rich clots from fibrin-rich clots. Results Clot attenuation increased with RBC content at all energy levels. Single-energy at 80 kV and 120 kV and dual-energy 80/Sn 140 kV protocols allowed for distinguishing between all clot types, with the exception of 36% RBC and 18% RBC. On receiver operating characteristic curve analysis, the 80/Sn 140 kV dual-energy protocol had the highest area under the curve for distinguishing between fibrin-rich and RBC-rich clots (area under the curve 0.99). Conclusions Dual-energy CT with 80/Sn 140 kV had the highest accuracy for differentiating RBC-rich and fibrin-rich in-vitro thrombi. Further studies are needed to study the utility of non-contrast dual-energy CT in thrombus characterization in acute ischemic stroke.
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Affiliation(s)
- Waleed Brinjikji
- 1 Department of Radiology, Mayo Clinic, USA.,2 Department of Neurosurgery, Mayo Clinic, USA
| | | | | | - Daying Dai
- 1 Department of Radiology, Mayo Clinic, USA
| | | | - Sharon Duffy
- 3 Neuravi Ltd., Ireland.,4 Galway-Mayo Institute of Technology, Ireland
| | - David F Kallmes
- 1 Department of Radiology, Mayo Clinic, USA.,2 Department of Neurosurgery, Mayo Clinic, USA
| | | | - Shuai Leng
- 1 Department of Radiology, Mayo Clinic, USA
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