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Cahalane RME, Cruts JMH, van Beusekom HMM, de Maat MPM, Dijkshoorn M, van der Lugt A, Gijsen FJH. Contribution of Red Blood Cells and Platelets to Blood Clot Computed Tomography Imaging and Compressive Mechanical Characteristics. Ann Biomed Eng 2024; 52:2151-2161. [PMID: 38664333 PMCID: PMC11247058 DOI: 10.1007/s10439-024-03515-y] [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: 10/29/2023] [Accepted: 04/06/2024] [Indexed: 07/16/2024]
Abstract
Thrombus computed tomography (CT) imaging characteristics may correspond with thrombus mechanical properties and thus predict thrombectomy success. The impact of red blood cell (RBC) content on these properties (imaging and mechanics) has been widely studied. However, the additional effect of platelets has not been considered. The objective of the current study was to examine the individual and combined effects of blood clot RBC and platelet content on resultant CT imaging and mechanical characteristics. Human blood clot analogues were prepared from a combination of preselected RBC volumes and platelet concentrations to decouple their contributions. The resulting clot RBC content (%) and platelet content (%) were determined using Martius Scarlet Blue and CD42b staining, respectively. Non-contrast and contrast-enhanced CT (NCCT and CECT) scans were performed to measure the clot densities. CECT density increase was taken as a proxy for clinical perviousness. Unconfined compressive mechanics were analysed by performing 10 cycles of 80% strain. RBC content is the major determinant of clot NCCT density. However, additional consideration of the platelet content improves the association. CECT density increase is influenced by clot platelet and not RBC content. Platelet content is the dominant component driving clot stiffness, especially at high strains. Both RBC and platelet content contribute to the clot's viscoelastic and plastic compressive properties. The current in vitro results suggest that CT density is reflective of RBC content and subsequent clot viscoelasticity and plasticity, and that perviousness reflects the clot's platelet content and subsequent stiffness. However, these indications should be confirmed in a clinical stroke cohort.
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Affiliation(s)
- Rachel M E Cahalane
- Department of Biomedical Engineering, Thoraxcenter, Erasmus MC, Rotterdam, The Netherlands
| | - Janneke M H Cruts
- Department of Biomedical Engineering, Thoraxcenter, Erasmus MC, Rotterdam, The Netherlands
| | | | - Moniek P M de Maat
- Department of Hematology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Marcel Dijkshoorn
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Frank J H Gijsen
- Department of Biomedical Engineering, Thoraxcenter, Erasmus MC, Rotterdam, The Netherlands.
- Department of Biomechanical Engineering, Delft University of Technology, Delft, The Netherlands.
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2
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Bartman CM, Nesbitt L, Lee KK, Khalfaoui L, Fang Y, Pabelick CM, Prakash YS. BMAL1 sex-specific effects in the neonatal mouse airway exposed to moderate hyperoxia. Physiol Rep 2024; 12:e16122. [PMID: 38942729 PMCID: PMC11213646 DOI: 10.14814/phy2.16122] [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: 03/05/2024] [Revised: 06/12/2024] [Accepted: 06/12/2024] [Indexed: 06/30/2024] Open
Abstract
Supplemental O2 (hyperoxia) is a critical intervention for premature infants (<34 weeks) but consequently is associated with development of bronchial airway hyperreactivity (AHR) and asthma. Clinical practice shifted toward the use of moderate hyperoxia (<60% O2), but risk for subsequent airway disease remains. In mouse models of moderate hyperoxia, neonatal mice have increased AHR with effects on airway smooth muscle (ASM), a cell type involved in airway tone, bronchodilation, and remodeling. Understanding mechanisms by which moderate O2 during the perinatal period initiates sustained airway changes is critical to drive therapeutic advancements toward treating airway diseases. We propose that cellular clock factor BMAL1 is functionally important in developing mouse airways. In adult mice, cellular clocks target pathways highly relevant to asthma pathophysiology and Bmal1 deletion increases inflammatory response, worsens lung function, and impacts survival outcomes. Our understanding of BMAL1 in the developing lung is limited, but our previous findings show functional relevance of clocks in human fetal ASM exposed to O2. Here, we characterize Bmal1 in our established mouse neonatal hyperoxia model. Our data show that Bmal1 KO deleteriously impacts the developing lung in the context of O2 and these data highlight the importance of neonatal sex in understanding airway disease.
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Affiliation(s)
- Colleen M. Bartman
- Department of Anesthesiology and Perioperative MedicineMayo ClinicRochesterMinnesotaUSA
| | - Lisa Nesbitt
- Department of Anesthesiology and Perioperative MedicineMayo ClinicRochesterMinnesotaUSA
| | - Kenge K. Lee
- Department of Anesthesiology and Perioperative MedicineMayo ClinicRochesterMinnesotaUSA
| | - Latifa Khalfaoui
- Department of Anesthesiology and Perioperative MedicineMayo ClinicRochesterMinnesotaUSA
| | - Yun‐Hua Fang
- Department of Physiology & Biomedical EngineeringMayo ClinicRochesterMinnesotaUSA
| | - Christina M. Pabelick
- Department of Anesthesiology and Perioperative MedicineMayo ClinicRochesterMinnesotaUSA
- Department of Physiology & Biomedical EngineeringMayo ClinicRochesterMinnesotaUSA
| | - Y. S. Prakash
- Department of Anesthesiology and Perioperative MedicineMayo ClinicRochesterMinnesotaUSA
- Department of Physiology & Biomedical EngineeringMayo ClinicRochesterMinnesotaUSA
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3
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Santo BA, Poppenberg KE, Ciecierska SSK, Baig AA, Raygor KP, Patel TR, Shah M, Levy EI, Siddiqui AH, Tutino VM. Hybrid Clot Histomic-Transcriptomic Models Predict Functional Outcome After Mechanical Thrombectomy in Acute Ischemic Stroke. Neurosurgery 2024:00006123-990000000-01180. [PMID: 38829781 DOI: 10.1227/neu.0000000000003003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 03/29/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Histologic and transcriptomic analyses of retrieved stroke clots have identified features associated with patient outcomes. Previous studies have demonstrated the predictive capacity of histology or expression features in isolation. Few studies, however, have investigated how paired histologic image features and expression patterns from the retrieved clots can improve understanding of clot pathobiology and our ability to predict long-term prognosis. We hypothesized that computational models trained using clot histomics and mRNA expression can predict early neurological improvement (ENI) and 90-day functional outcome (modified Rankin Scale Score, mRS) better than models developed using histological composition or expression data alone. METHODS We performed paired histological and transcriptomic analysis of 32 stroke clots. ENI was defined as a delta-National Institutes of Health Stroke Score/Scale > 4, and a good long-term outcome was defined as mRS ≤2 at 90 days after procedure. Clots were H&E-stained and whole-slide imaged at 40×. An established digital pathology pipeline was used to extract 237 histomic features and to compute clot percent composition (%Comp). When dichotomized by either the ENI or mRS thresholds, differentially expressed genes were identified as those with absolute fold-change >1.5 and q < 0.05. Machine learning with recursive feature elimination (RFE) was used to select clot features and evaluate computational models for outcome prognostication. RESULTS For ENI, RFE identified 9 optimal histologic and transcriptomic features for the hybrid model, which achieved an accuracy of 90.8% (area under the curve [AUC] = 0.98 ± 0.08) in testing and outperformed models based on histomics (AUC = 0.94 ± 0.09), transcriptomics (AUC = 0.86 ± 0.16), or %Comp (AUC = 0.70 ± 0.15) alone. For mRS, RFE identified 7 optimal histomic and transcriptomic features for the hybrid model. This model achieved an accuracy of 93.7% (AUC = 0.94 ± 0.09) in testing, also outperforming models based on histomics (AUC = 0.90 ± 0.11), transcriptomics (AUC = 0.55 ± 0.27), or %Comp (AUC = 0.58 ± 0.16) alone. CONCLUSION Hybrid models offer improved outcome prognostication for patients with stroke. Identified digital histology and mRNA signatures warrant further investigation as biomarkers of patient functional outcome after thrombectomy.
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Affiliation(s)
- Briana A Santo
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, New York, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA
| | - Kerry E Poppenberg
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, New York, USA
| | | | - Ammad A Baig
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA
| | - Kunal P Raygor
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA
| | - Tatsat R Patel
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA
| | - Munjal Shah
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
| | - Elad I Levy
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA
| | - Adnan H Siddiqui
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA
| | - Vincent M Tutino
- Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA
- Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, New York, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA
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Dai D, Bilgin C, Ding Y, Ghozy S, Mereuta OM, Kallmes DF, Kadirvel R. How the elastase-induced rabbit aneurysm heals following flow diverter treatment: a histopathological study. J Neurosurg 2024:1-8. [PMID: 38759235 PMCID: PMC11174920 DOI: 10.3171/2024.2.jns232262] [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: 10/01/2023] [Accepted: 02/22/2024] [Indexed: 05/19/2024]
Abstract
OBJECTIVE Fibrin deposition is integral to thrombus formation and wound healing. The role of fibrin deposition and subsequent metabolism following flow diversion for aneurysm treatment remains poorly characterized. This study aimed to evaluate the role of fibrin in early thrombus organization after flow diverter treatment. METHODS Thirty-five elastase-induced aneurysms were induced in New Zealand white rabbits and subjected to endoluminal flow diversion treatment. The device-bearing arteries were harvested at 1, 3, and 6 months postimplantation and processed for histopathological examination, including a modified picro-Mallory stain (Carstairs method) to visualize fibrin and platelets, immunohistochemical targeting of smooth muscle actin (SMA), and H&E staining for conventional morphological evaluation. Quantitative analysis of tissue components was carried out using the Orbit Image Analysis software. The samples were also assessed qualitatively to investigate the morphology and location of fibrin and other thrombus components within the intra-aneurysmal thrombi. Statistical analyses were conducted using R software version 4.3.1. RESULTS Fibrin constituted 27.9% of the thrombus tissue within the aneurysm sac for aneurysms harvested at 1 month, and this rate was significantly lower in the 3-month group (10.2%, p = 0.018). The proportion of blood cells within the sac was also notably higher in the 1-month group compared with other time points. The primary tissue filling the dome at 1 month (14/15, 93%) was an unorganized thrombus primarily composed of fibrin, platelets, and red blood cells. Conversely, aneurysms harvested at 1 month had the lowest collagen level (25.6%). However, collagen became the dominant tissue component within the aneurysm sac, accounting for 71.8% of tissue in the 3-month group (p = 0.007). There were no differences observed among the examined components between the 3-month and 6-month groups. On qualitative analysis, collagen-producing SMA-positive myofibroblasts were located near or in between fibrin molecules. Healed aneurysms exhibited myofibroblasts, collagen, and a well-organized fibrin network on the aneurysm neck. In contrast, unhealed aneurysms displayed a poorly organized fibrin network with scattered myofibroblasts at the neck area. CONCLUSIONS These findings indicate that fibrin plays a foundational role in the gradual occlusion of aneurysms after flow diverter treatment. Endovascular approaches that enhance fibrin accumulation could potentially improve aneurysm occlusion rates. Further research is needed to establish the precise role of fibrin in aneurysm occlusion.
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Affiliation(s)
| | | | | | - Sherief Ghozy
- Departments of Radiology and
- Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | | | | | - Ramanathan Kadirvel
- Departments of Radiology and
- Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
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5
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Nogueira RG, Pinheiro A, Brinjikji W, Abbasi M, Al-Bayati AR, Mohammaden MH, Souza Viana L, Ferreira F, Abdelhamid H, Bhatt NR, Kvamme P, Layton KF, Delgado Almandoz JE, Hanel RA, Mendes Pereira V, Almekhlafi MA, Yoo AJ, Jahromi BS, Gounis MJ, Patel B, Arturo Larco JL, Fitzgerald S, Mereuta OM, Doyle K, Savastano LE, Cloft HJ, Thacker IC, Kayan Y, Copelan A, Aghaebrahim A, Sauvageau E, Demchuk AM, Bhuva P, Soomro J, Nazari P, Cantrell DR, Puri AS, Entwistle J, Polley EC, Frankel MR, Kallmes DF, Haussen DC. Clot composition and recanalization outcomes in mechanical thrombectomy. J Neurointerv Surg 2024; 16:466-470. [PMID: 37419694 DOI: 10.1136/jnis-2023-020117] [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: 02/06/2023] [Accepted: 05/24/2023] [Indexed: 07/09/2023]
Abstract
BACKGROUND Mechanical thrombectomy (MT) has become standard for large vessel occlusions, but rates of complete recanalization are suboptimal. Previous reports correlated radiographic signs with clot composition and a better response to specific techniques. Therefore, understanding clot composition may allow improved outcomes. METHODS Clinical, imaging, and clot data from patients enrolled in the STRIP Registry from September 2016 to September 2020 were analyzed. Samples were fixed in 10% phosphate-buffered formalin and stained with hematoxylin-eosin and Martius Scarlett Blue. Percent composition, richness, and gross appearance were evaluated. Outcome measures included the rate of first-pass effect (FPE, modified Thrombolysis in Cerebral Infarction 2c/3) and the number of passes. RESULTS A total of 1430 patients of mean±SD age 68.4±13.5 years (median (IQR) baseline National Institutes of Health Stroke Scale score 17.2 (10.5-23), IV-tPA use 36%, stent-retrievers (SR) 27%, contact aspiration (CA) 27%, combined SR+CA 43%) were included. The median (IQR) number of passes was 1 (1-2). FPE was achieved in 39.3% of the cases. There was no association between percent histological composition or clot richness and FPE in the overall population. However, the combined technique resulted in lower FPE rates for red blood cell (RBC)-rich (P<0.0001), platelet-rich (P=0.003), and mixed (P<0.0001) clots. Fibrin-rich and platelet-rich clots required a higher number of passes than RBC-rich and mixed clots (median 2 and 1.5 vs 1, respectively; P=0.02). CA showed a trend towards a higher number of passes with fibrin-rich clots (2 vs 1; P=0.12). By gross appearance, mixed/heterogeneous clots had lower FPE rates than red and white clots. CONCLUSIONS Despite the lack of correlation between clot histology and FPE, our study adds to the growing evidence supporting the notion that clot composition influences recanalization treatment strategy outcomes.
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Affiliation(s)
| | | | | | - Mehdi Abbasi
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | | | | | | | - Nirav R Bhatt
- UPMC Stroke Institute, Pittsburgh, Pennsylvania, USA
| | - Peter Kvamme
- Radiology, University of Tennessee Medical Center, Knoxville, Tennessee, USA
| | - Kennith F Layton
- NeuroInterventional Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | | | - Ricardo A Hanel
- Neurosurgery, Baptist Medical Center Jacksonville, Jacksonville, Florida, USA
| | - Vitor Mendes Pereira
- Division of Neuroradiology, Department of Medical Imaging and Division of Neurosurgery, Department of Surgery, University Health Network - Toronto Western Hospital, Toronto, Ontario, Canada
| | - Mohammed A Almekhlafi
- Clinical Neurosciences, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Albert J Yoo
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Babak S Jahromi
- Neurosurgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Matthew J Gounis
- New England Center for Stroke Research, Department of Radiology, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Biraj Patel
- Radiology, Virginia Tech Carilion School of Medicine, Roanoke, Virginia, USA
- Radiology, Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | | | | | - Oana Madalina Mereuta
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
- CÚRAM-SFI Research Centre for Medical Devices and Physiology Department, National University of Ireland Galway, Galway, Ireland
| | - Karen Doyle
- Physiology, CURAM, National University of Ireland Galway, Galway, Ireland
| | | | | | - Ike C Thacker
- NeuroInterventional Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Yasha Kayan
- Interventional Neuroradiology, Abbot Northwestern Hospital, 55435, Minnesota, USA
| | - Alexander Copelan
- NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Amin Aghaebrahim
- Lyerly Neurosurgery, Baptist Health System, Jacksonville, Florida, USA
| | - Eric Sauvageau
- Lyerly Neurosurgery, Baptist Neurological Institute, Jacksonville, Florida, USA
| | - Andrew M Demchuk
- Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
- University of Calgary, Calgary, Alberta, Canada
| | - Parita Bhuva
- Neuroendovascular Surgery, Texas Stroke Institute, Plano, Texas, USA
| | - Jazba Soomro
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Pouya Nazari
- Neurosurgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Neurosurgery and Radiology, Northwestern University, Chicago, Illinois, USA
| | | | - Ajit S Puri
- Radiology, University of Massachusetts, Worcester, Massachusetts, USA
| | - John Entwistle
- Radiology, Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | | | - Michael R Frankel
- Department of Neurology, Emory University Atlanta, Atlanta, Georgia, USA
- Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Atlanta, Georgia, USA
| | | | - Diogo C Haussen
- Neurology and Radiology, Emory University School of Medicine, Atlanta, Georgia, USA
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Pahwa B, Tayal A, Garg K. Contributions of Machine Learning in the Management of Stroke: A Bibliometric Analysis of the 50 Most Cited Articles. World Neurosurg 2024; 184:152-160. [PMID: 38244687 DOI: 10.1016/j.wneu.2024.01.059] [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: 07/26/2023] [Revised: 01/09/2024] [Accepted: 01/10/2024] [Indexed: 01/22/2024]
Abstract
BACKGROUND Though currently considered a 'black box,' machine learning (ML) has a promising future to ameliorate the health-care burden of stroke which is the second leading cause of mortality worldwide. Through this study, we sought to review the most influential articles on the applications of ML in stroke. METHODS Web of Sciences database was searched, and a list of the top 50 most cited articles, assessing the application of ML in stroke, was prepared by 2 authors, independently. Subsequently, a detailed analysis was performed to characterize the most impactful studies. RESULTS The total number of citations to the top 50 articles were 2959 (range 35-243 citations) with a median of 47 citations. Highest number of articles were published in the journal Stroke and the United States was the major contributing country. The majority of the studies focused on the utilization of ML to improve stroke risk prediction, diagnosis, and outcome prediction. Statistical analysis revealed an insignificant association between the total and mean number of citations and the impact factor of the journal (P = 0.516 and 0.987, respectively). CONCLUSIONS Recent years have witnessed a surge in the application of ML in stroke, with an enhancement in interest and funding over the years. ML has revolutionized the management of stroke and continues to aid in the neurosurgical decision-making and care in stroke patients.
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Affiliation(s)
- Bhavya Pahwa
- University College of Medical Sciences and GTB Hospital, Delhi, India
| | - Anish Tayal
- Department of Neurosurgery, All India Institute of Medical Sciences, Delhi, India
| | - Kanwaljeet Garg
- Department of Neurosurgery, All India Institute of Medical Sciences, Delhi, India.
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Agarwal T, Mereuta OM, Ghozy S, Larco JLA, Bilgin C, Kadirvel R, Brinjikji W, Kallmes DF. High thrombin-activatable fibrinolysis inhibitor expression in thrombi from stroke patients in elevated estrogen states. BMC Neurol 2024; 24:90. [PMID: 38454378 PMCID: PMC10919041 DOI: 10.1186/s12883-024-03579-2] [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: 12/27/2023] [Accepted: 02/21/2024] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND The risk of acute ischemic stroke (AIS) associated with high estrogen states, including pregnant patients and those using oral contraceptives, has been well documented. We described the histological composition of thrombi collected in these cases. METHODS From a prospective tissue registry (STRIP registry) of thrombi retrieved during mechanical thrombectomy for AIS, we identified 5 patients with high estrogen states: 1 post-partum patient, 1 undergoing hormone replacement therapy and 3 consuming oral contraceptive pills. Five male control patients were randomly chosen matched by age. Immunohistochemistry for CD42b (platelets), von Willebrand factor (vWF), thrombin-activatable fibrinolysis inhibitor (TAFI), fibrinogen and plasminogen activator inhibitor-1 (PAI-1) was performed. Expression was quantified using Orbit Image Software. Student's t-test was performed as appropriate. RESULTS Mean TAFI content for the high estrogen state group was higher than controls (25.6 ± 11.9% versus 9.3 ± 9.0%, p = 0.043*). Mean platelet content for the high estrogen state group was lower than controls (41.7 ± 10.6% versus 61.8 ± 12.9%, p = 0.029*). No significant difference was found in vWF, fibrinogen and PAI-1 expression. Mean time to recanalize was higher in the high estrogen state group compared to the control group (57.8 ± 27.6 versus 22.6 ± 11.4 min, p = 0.0351*). The mean number of passes required was higher in the high estrogen group compared to controls 4.6 versus 1.2, p = 0.0261*). CONCLUSIONS TAFI expression, a powerful driver of thrombosis, was significantly higher in stroke thrombi among patients with high estrogen states compared to controls.
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Affiliation(s)
- Tamanna Agarwal
- Faculty of Medicine in Hradec Kralove, Charles University, Prague, Czech Republic
| | | | - Sherief Ghozy
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | | | - Cem Bilgin
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Ram Kadirvel
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | - David F Kallmes
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
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8
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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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Bartman CM, Schiliro M, Nesbitt L, Lee KK, Prakash YS, Pabelick CM. Exogenous hydrogen sulfide attenuates hyperoxia effects on neonatal mouse airways. Am J Physiol Lung Cell Mol Physiol 2024; 326:L52-L64. [PMID: 37987780 DOI: 10.1152/ajplung.00196.2023] [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: 06/23/2023] [Revised: 10/16/2023] [Accepted: 11/07/2023] [Indexed: 11/22/2023] Open
Abstract
Supplemental O2 remains a necessary intervention for many premature infants (<34 wk gestation). Even moderate hyperoxia (<60% O2) poses a risk for subsequent airway disease, thereby predisposing premature infants to pediatric asthma involving chronic inflammation, airway hyperresponsiveness (AHR), airway remodeling, and airflow obstruction. Moderate hyperoxia promotes AHR via effects on airway smooth muscle (ASM), a cell type that also contributes to impaired bronchodilation and remodeling (proliferation, altered extracellular matrix). Understanding mechanisms by which O2 initiates long-term airway changes in prematurity is critical for therapeutic advancements for wheezing disorders and asthma in babies and children. Immature or dysfunctional antioxidant systems in the underdeveloped lungs of premature infants thereby heightens susceptibility to oxidative stress from O2. The novel gasotransmitter hydrogen sulfide (H2S) is involved in antioxidant defense and has vasodilatory effects with oxidative stress. We previously showed that exogenous H2S exhibits bronchodilatory effects in human developing airway in the context of hyperoxia exposure. Here, we proposed that exogenous H2S would attenuate effects of O2 on airway contractility, thickness, and remodeling in mice exposed to hyperoxia during the neonatal period. Using functional [flexiVent; precision-cut lung slices (PCLS)] and structural (histology; immunofluorescence) analyses, we show that H2S donors mitigate the effects of O2 on developing airway structure and function, with moderate O2 and H2S effects on developing mouse airways showing a sex difference. Our study demonstrates the potential applicability of low-dose H2S toward alleviating the detrimental effects of hyperoxia on the premature lung.NEW & NOTEWORTHY Chronic airway disease is a short- and long-term consequence of premature birth. Understanding effects of O2 exposure during the perinatal period is key to identify targetable mechanisms that initiate and sustain adverse airway changes. Our findings show a beneficial effect of exogenous H2S on developing mouse airway structure and function with notable sex differences. H2S donors alleviate effects of O2 on airway hyperreactivity, contractility, airway smooth muscle thickness, and extracellular matrix deposition.
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Affiliation(s)
- Colleen M Bartman
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Marta Schiliro
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
- Department of Anesthesiology and Critical Care Medicine, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Lisa Nesbitt
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Kenge K Lee
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Y S Prakash
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Christina M Pabelick
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
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10
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Bilgin C, Dai D, Johnson C, Mereuta OM, Kallmes DF, Brinjikji W, Kadirvel R. Quality assessment of histopathological stainings on prolonged formalin fixed thrombus tissues retrieved by mechanical thrombectomy. Front Neurol 2023; 14:1223947. [PMID: 38152640 PMCID: PMC10751908 DOI: 10.3389/fneur.2023.1223947] [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: 05/16/2023] [Accepted: 11/03/2023] [Indexed: 12/29/2023] Open
Abstract
Background Formalin-fixed retrieved clots from mechanical thrombectomy (MT) are now routinely studied using both conventional histopathologic techniques and immunohistochemistry (IHC). However, the effects of prolonged formalin fixation on the histological results of clot analysis remain unknown. The objective of this study was to investigate the effects of prolonged formalin fixation on quality of histopathologic stainings of thrombus tissues retrieved by MT. Methods As part of the multicenter EXCELLENT registry, a total of 80 clots extracted by MT from acute ischemic stroke patients were randomly selected from the tissue database and assigned into four groups according to 10% neutral buffered formalin (NBF) fixation duration (1-30, 30-60, 60-90, and 90+ days, up to 2 years). Samples underwent processing and sectioning. Two serial sections for each case were stained with hematoxylin and eosin (H&E), Martius Scarlet Blue (MSB), and IHC for CD42b (platelet marker). An expert pathologist, who was blinded to tissue fixation duration and patient clinical data, assessed the quality of each stain including stainability, sensitivity, specificity, and consistency of stainings. Results No significant issues were encountered during tissue processing and sectioning. On H&E stain, 97.5% (78/80) of slides showed good-quality staining, demonstrating clear histological properties of the thrombus tissue as red blood cells (RBC) stained in red, fibrin/platelet stained in pink, and nuclei stained in blue with intranuclear detail. The same histological features were also successfully demonstrated on MSB for all 80 samples. One of the 80 samples (1.2%) showed that RBC lost stainability on H&E due to tissue autolysis. Clear positive signal of platelet staining was expressed in 98.8% of the samples (79/80) with minimal background staining on IHC. There was no significant difference in staining quality across different formalin fixation groups. Conclusion A good quality of histopathological staining is achievable for the thrombus tissue fixed in 10% neutral buffered formalin for up to 2 years. The findings are limited to the thrombus tissue retrieved by MT and specific fixation and staining protocols used in the study. To apply these results to other tissue or experimental setups, further studies and validations would be necessary. Clinical trial registration This study was conducted as part of the EXCELLENT study: www.clinicaltrials.gov, unique identifier: NCT03685578.
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Affiliation(s)
- Cem Bilgin
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Collin Johnson
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Oana M. Mereuta
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - David F. Kallmes
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Ramanathan Kadirvel
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, United States
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11
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Cruts JMH, Giezen JA, van Gaalen K, Beurskens R, Ridwan Y, Dijkshoorn ML, van Beusekom HMM, Boodt N, van der Lugt A, de Vries JJ, de Maat MPM, Gijsen FJH, Cahalane RME. The association between human blood clot analogue computed tomography imaging, composition, contraction, and mechanical characteristics. PLoS One 2023; 18:e0293456. [PMID: 37956141 PMCID: PMC10642823 DOI: 10.1371/journal.pone.0293456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 10/05/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Clot composition, contraction, and mechanical properties are likely determinants of endovascular thrombectomy success. A pre-interventional estimation of these properties is hypothesized to aid in selecting the most suitable treatment for different types of thrombi. Here we determined the association between the aforementioned properties and computed tomography (CT) characteristics using human blood clot analogues. METHODS Clot analogues were prepared from the blood of 4 healthy human donors with 5 red blood cell (RBC) volume suspensions: 0%, 20%, 40%, 60% and 80% RBCs. Contraction was measured as the weight of the contracted clots as a percentage of the original suspension. The clots were imaged using CT with and without contrast to quantify clot density and density increase. Unconfined compression was performed to determine the high strain compressive stiffness. The RBC content was analysed using H&E staining. RESULTS The 5 RBC suspensions formed only two groups of clots, fibrin-rich (0% RBCs) and RBC-rich (>90% RBCs), as determined by histology. The density of the fibrin-rich clots was significantly lower (31-38HU) compared to the RBC-rich clots (72-89HU), and the density increase of the fibrin-rich clots was significantly higher (82-127HU) compared to the RBC-rich clots (3-17HU). The compressive stiffness of the fibrin-rich clots was higher (178-1624 kPa) than the stiffness of the RBC-rich clots (6-526 kPa). Additionally, the degree of clot contraction was higher for the fibrin-rich clots (89-96%) compared to the RBC-rich clots (11-77%). CONCLUSIONS CT imaging clearly reflects clot RBC content and seems to be related to the clot contraction and stiffness. CT imaging might be a useful tool in predicting the thrombus characteristics. However, future studies should confirm these findings by analysing clots with intermediate RBC and platelet content.
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Affiliation(s)
- Janneke M. H. Cruts
- Department of Biomedical Engineering, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Jo-Anne Giezen
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands
| | - Kim van Gaalen
- Department of Biomedical Engineering, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Robert Beurskens
- Department of Biomedical Engineering, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Yanto Ridwan
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Molecular Genetics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Marcel L. Dijkshoorn
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | - Nikki Boodt
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Neurology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Public Health, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Judith J. de Vries
- Department of Hematology, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | - Frank J. H. Gijsen
- Department of Biomedical Engineering, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands
| | - Rachel M. E. Cahalane
- Department of Biomedical Engineering, Erasmus Medical Center, Rotterdam, the Netherlands
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12
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Brinjikji W, Kallmes DF, Virmani R, de Meyer SF, Yoo AJ, Humphries W, Zaidat OO, Teleb MS, Jones JG, Siddiqui AH, Andersson T, Nogueira RG, Gil SM, Douglas A, Rossi R, Rentzos A, Ceder E, Carlqvist J, Dunker D, Jood K, Tatlisumak T, Doyle KM. Endotheliitis and cytokine storm as a mechanism of clot formation in COVID-19 ischemic stroke patients: A histopathologic study of retrieved clots. Interv Neuroradiol 2023:15910199231185804. [PMID: 37769315 DOI: 10.1177/15910199231185804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND Studies during the COVID-19 pandemic have demonstrated an association between COVID-19 virus infection and the development of acute ischemic stroke, particularly large vessel occlusion (LVO). Studying the characteristics and immunohistochemistry of retrieved stroke emboli during mechanical thrombectomy for LVO may offer insights into the pathogenesis of LVO in COVID-19 patients. We examined retrieved COVID-19 emboli from the STRIP, EXCELLENT, and RESTORE registries and compared their characteristics to a control group. METHODS We identified COVID-positive LVO patients from the STRIP, RESTORE, and EXCELLENT studies who underwent mechanical thrombectomy. These patients were matched to a control group controlling for stroke etiology based on Trial of Org 10172 in Acute Stroke Treatment criteria. All clots were stained with Martius Scarlet Blue (MSB) along with immunohistochemistry for interleukin-6 (IL-6), C-reactive protein (CRP), von Willebrand factor (vWF), CD66b, fibrinogen, and citrullinated Histone H3. Clot composition was compared between groups. RESULTS Nineteen COVID-19-positive patients and 38 controls were included. COVID-19-positive patients had a significantly higher percentage of CRP and vWF. There was no difference in IL-6, fibrin, CD66b, or citrullinated Histone H3 between groups. Based on MSB staining, there was no statistically significant difference regarding the percentage of red blood cells, white blood cells, fibrin, and platelets. CONCLUSIONS Our study found higher concentrations of CRP and vWF in retrieved clots of COVID-19-positive stroke patients compared to COVID-19-negative controls. These findings support the potential role of systemic inflammation as indicated by elevated CRP and endothelial injury as indicated by elevated vWF as precipitating factors in thrombus development in these patients.
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Affiliation(s)
| | | | - Renu Virmani
- Department of Pathology, CVPath Institute, Gaithersburg, MD, USA
| | - Simon F de Meyer
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
| | - Albert J Yoo
- Neurointervention, Texas Stroke Institute, Plano, TX, USA
| | | | - Osama O Zaidat
- Department of Neuroscience, Mercy Health St Vincent Medical Center, Toledo, OH, USA
| | - Mohamed S Teleb
- Neurointerventional Surgery, Stroke, and Neurocritical Care, Banner Health, Mesa, AZ, USA
| | - Jesse G Jones
- Department of Neurosurgery, University of Alabama, Birmingham, AL, USA
| | - Adnan H Siddiqui
- Departments of Neurosurgery and Radiology, State University of New York at Buffalo, New York, NY, USA
| | - Tommy Andersson
- Department of Neuroradiology, Karolinska University Hospital and Karolinska Institutet, Stockholm, Sweden
| | - Raul G Nogueira
- Department of Neurology and Neurosurgery, University of Pittsburgh Medical Center, UPMC Stroke Institute, Pittsburgh, PA, USA
| | - Sara Molina Gil
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland, Galway, Ireland
- CÚRAM-SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Andrew Douglas
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland, Galway, Ireland
- CÚRAM-SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Rosanna Rossi
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland, Galway, Ireland
- CÚRAM-SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Alexander Rentzos
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Erik Ceder
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Jeanette Carlqvist
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Dennis Dunker
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Katarina Jood
- Department of Clinical Neurosciences, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Turgut Tatlisumak
- Department of Clinical Neurosciences, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Karen M Doyle
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland, Galway, Ireland
- CÚRAM-SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland
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13
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Wu J, Liu J, Wang J, Li J, Gu S, Yao Y, Xiong H, Li Y. Imaging features of cardioembolic stroke on 4-dimensional computed tomography angiography. Quant Imaging Med Surg 2023; 13:6026-6036. [PMID: 37711776 PMCID: PMC10498211 DOI: 10.21037/qims-23-120] [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: 01/31/2023] [Accepted: 07/13/2023] [Indexed: 09/16/2023]
Abstract
Background Identifying cardioembolic stroke is important for the decision-making of endovascular treatment and anticoagulation therapy. We aimed to explore the features of cardioembolic stroke on 4-dimensional (4D) computed tomography angiography (4D-CTA) and assess whether these features can assist in classifying stroke etiology. Methods In this retrospective study, we analyzed the images of 294 patients with acute ischemic stroke (AIS) from July 2020 to February 2022 at the First Affiliated Hospital of Chongqing Medical University, which had been consecutively collected. The data of 110 patients with occlusion of the M1/M2 segment of the middle cerebral artery (MCA) with/without intracranial internal carotid artery (ICA) occlusion were analyzed to calculate the clot burden score (CBS) and collateral score (CS), and the data of 88 patients with a clear origin and distal part were analyzed to measure clot length. Maximum intensity projection (MIP) and time MIP (tMIP) post-processing were used to assess the clot features. The Mann-Whitney U test was used to compare the clot characteristics between the 2 groups. Binary logistic regression was performed to assess the association between the image characteristics and cardioembolic stroke. Moreover, the receiver operating characteristic (ROC) curve was used to test the diagnostic efficacy of MIP/tMIP clot features in classifying cardioembolic stroke. Results Age, high-risk factors for cerebrovascular disease, high/medium-risk sources of cardioembolic stroke, clot length, CBS, and CS were significantly different between the cardioembolic stroke group and non-cardioembolic stroke group (P<0.05). In the cardioembolic stroke group, the median MIP and tMIP clot length was 12 mm [interquartile range (IQR), 8.3-17.4 mm] and 9.3 mm (IQR, 6.8-14.3 mm), respectively. In the non-cardioembolic stroke group, the median MIP and tMIP clot length was 6.5 mm (IQR, 4.7-11.5 mm) and 5.8 mm (IQR, 3.9-10.6 mm), respectively. Binary logistic regression showed that cardioembolic stroke was significantly associated with MIP-clot length [odds ratio (OR), 1.15; 95% confidence interval (CI): 1.02-1.29; P<0.05], tMIP-clot length (OR, 1.18; 95% CI: 1.02-1.36; P<0.05), and tMIP-CBS (OR, 3.96; 95% CI: 1.08-14.58; P<0.05). The area under the ROC curve (AUC) values of MIP clot length for identifying cardioembolic stroke were 0.75 (95% CI: 0.65-0.84, P<0.05), with a cut-off value of >7.4 mm [sensitivity: 84.62% (95% CI: 69.50-94.10%); specificity: 59.18% (95% CI: 44.20-73.00%)]. The AUC value of tMIP clot length was 0.72 (95% CI: 0.61-0.81, P<0.05), with a cut-off value of >5.4 mm [sensitivity: 92.31% (95% CI: 79.10-98.40%); specificity: 48.98% (95% CI: 34.40-63.70%)]. Conclusions Clot length and CBS were overestimated on MIP images. Among the clot characteristics, clot length could identify cardioembolic stroke.
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Affiliation(s)
- Jiajing Wu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Radiology, 958th Hospital of the People’s Liberation Army, Chongqing, China
| | - Jiayang Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jingjie Wang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jing Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Sirun Gu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yunzhuo Yao
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hua Xiong
- Department of Radiology, Chongqing General Hospital, University of Chinese Academy of Sciences, Chongqing, China
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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14
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Khalfaoui L, Mukhtasimova N, Kelley B, Wells N, Teske JJ, Roos BB, Borkar NA, Zhang EY, Sine SM, Prakash YS, Pabelick CM. Functional α7 nicotinic receptors in human airway smooth muscle increase intracellular calcium concentration and contractility in asthmatics. Am J Physiol Lung Cell Mol Physiol 2023; 325:L17-L29. [PMID: 37192375 PMCID: PMC10292984 DOI: 10.1152/ajplung.00260.2022] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 03/23/2023] [Accepted: 04/10/2023] [Indexed: 05/18/2023] Open
Abstract
Although nicotinic acetylcholine receptors (nAChRs) are commonly associated with neurons in the brain and periphery, recent data indicate that they are also expressed in non-neuronal tissues. We recently found the alpha7 (α7nAChR) subunit is highly expressed in human airway smooth muscle (hASM) with substantial increase in asthmatics, but their functionality remains unknown. We investigated the location and functional role of α7nAChRs in hASM cells from normal versus mild-moderate asthmatic patients. Immunostaining and protein analyses showed α7nAChR in the plasma membrane including in asthmatics. In asthmatic hASM, patch-clamp recordings revealed significantly higher functional homomeric α7nAChR channels. Real-time fluorescence imaging showed nicotine, via α7nAChR, increases intracellular Ca2+ ([Ca2+]i) independent of ACh effects, particularly in asthmatic hASM, while cellular traction force microscopy showed nicotine-induced contractility including in asthmatics. These results indicate functional homomeric and heteromeric nAChRs that are increased in asthmatic hASM, with pharmacology that likely differ owing to different subunit interfaces that form the orthosteric sites. nAChRs may represent a novel target in alleviating airway hyperresponsiveness in asthma.NEW & NOTEWORTHY Cigarette smoking and vaping exacerbate asthma. Understanding the mechanisms of nicotine effects in asthmatic airways is important. This study demonstrates that functional alpha7 nicotinic acetylcholine receptors (α7nAChRs) are expressed in human airway smooth muscle, including from asthmatics, and enhance intracellular calcium and contractility. Although a7nAChRs are associated with neuronal pathways, α7nAChR in smooth muscle suggests inhaled nicotine (e.g., vaping) can directly influence airway contractility. Targeting α7nAChR may represent a novel approach to alleviating airway hyperresponsiveness in asthma.
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Affiliation(s)
- Latifa Khalfaoui
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Nuriya Mukhtasimova
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Brian Kelley
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Natalya Wells
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Jacob J Teske
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Benjamin B Roos
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Niyati A Borkar
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Emily Y Zhang
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
| | - Steven M Sine
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Y S Prakash
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Christina M Pabelick
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, United States
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
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15
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Geeraerts T, Guilbeau-Frugier C, Garcia C, Memier V, Raposo N, Bonneville F, Gales C, Darcourt J, Voisin S, Ribes A, Piel-Julian M, Bounes F, Albucher JF, Roux FE, Izopet J, Telmon N, Olivot JM, Sié P, Bauer J, Payrastre B, Liblau RS. Immunohistologic Features of Cerebral Venous Thrombosis Due to Vaccine-Induced Immune Thrombotic Thrombocytopenia. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2023; 10:10/4/e200127. [PMID: 37236806 DOI: 10.1212/nxi.0000000000200127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/05/2023] [Indexed: 05/28/2023]
Abstract
OBJECTIVES Vaccine-induced immune thrombotic thrombocytopenia (VITT), a recently described entity characterized by thrombosis at unusual locations such as cerebral venous sinus and splanchnic vein, has been rarely described after adenoviral-encoded COVID-19 vaccines. In this study, we report the immunohistological correlates in 3 fatal cases of cerebral venous thrombosis related to VITT analyzed at an academic medical center. METHODS Detailed neuropathologic studies were performed in 3 cases of cerebral venous thrombosis related to VITT after adenoviral COVID-19 vaccination. RESULTS Autopsy revealed extensive cerebral vein thrombosis in all 3 cases. Polarized thrombi were observed with a high density of neutrophils in the core and a low density in the tail. Endothelial cells adjacent to the thrombus were largely destroyed. Markers of neutrophil extracellular trap and complement activation were present at the border and within the cerebral vein thrombi. SARS-CoV-2 spike protein was detected within the thrombus and in the adjacent vessel wall. DISCUSSION Data indicate that neutrophils and complement activation associated with antispike immunity triggered by the vaccine is probably involved in the disease process.
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Affiliation(s)
- Thomas Geeraerts
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Céline Guilbeau-Frugier
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Cédric Garcia
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Vincent Memier
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Nicolas Raposo
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Fabrice Bonneville
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Céline Gales
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Jean Darcourt
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Sophie Voisin
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Agnès Ribes
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Marie Piel-Julian
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Fanny Bounes
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Jean François Albucher
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Franck-Emmanuel Roux
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Jacques Izopet
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Norbert Telmon
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Jean Marc Olivot
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Pierre Sié
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Jan Bauer
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Bernard Payrastre
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France
| | - Roland S Liblau
- From the Department of Anesthesiology and Critical Care (T.G., F. Bounes); Department of Forensic Medicine (C.G.-F., C. Gales, N.T.), Toulouse University Hospital; Institute of Metabolic and Cardiovascular Diseases (C. Garcia, A.R., B.P.), Inserm UMR-1297; Hematology Laboratory (C. Garcia, V.M., S.V., A.R., P.S., B.P.); Department of Neurology (N.R., J.F.A., J.M.O.); Department of Neuroradiology (F. Bonneville, J.D.); Department of Internal Medicine (M.P.-J.); Department of Neurosurgery (F.R.); Department of Virology (J.I.), Toulouse University Hospital, France; Department of Neuroimmunology (J.B.), Center for Brain Research, Medical University of Vienna, Austria; and Department of Immunology (R.S.L.), Toulouse University Hospital, France.
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Darcourt J, Brinjikji W, François O, Giraud A, Johnson CR, Patil S, Staessens S, Kadirvel R, Mohammaden MH, Pisani L, Rodrigues GM, Cancelliere NM, Pereira VM, Bozsak F, Doyle K, De Meyer SF, Messina P, Kallmes D, Cognard C, Nogueira RG. Identifying ex vivo acute ischemic stroke thrombus composition using electrochemical impedance spectroscopy. Interv Neuroradiol 2023:15910199231175377. [PMID: 37192738 DOI: 10.1177/15910199231175377] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2023] Open
Abstract
BACKGROUND Intra-procedural characterization of stroke thromboemboli might guide mechanical thrombectomy (MT) device choice to improve recanalization rates. Electrochemical impedance spectroscopy (EIS) has been used to characterize various biological tissues in real time but has not been used in thrombus. OBJECTIVE To perform a feasibility study of EIS analysis of thrombi retrieved by MT to evaluate: (1) the ability of EIS and machine learning to predict red blood cell (RBC) percentage content of thrombi and (2) to classify the thrombi as "RBC-rich" or "RBC-poor" based on a range of cutoff values of RBC. METHODS ClotbasePilot was a multicentric, international, prospective feasibility study. Retrieved thrombi underwent histological analysis to identify proportions of RBC and other components. EIS results were analyzed with machine learning. Linear regression was used to evaluate the correlation between the histology and EIS. Sensitivity and specificity of the model to classify the thrombus as RBC-rich or RBC-poor were also evaluated. RESULTS Among 514 MT,179 thrombi were included for EIS and histological analysis. The mean composition in RBC of the thrombi was 36% ± 24. Good correlation between the impedance-based prediction and histology was achieved (slope of 0.9, R2 = 0.53, Pearson coefficient = 0.72). Depending on the chosen cutoff, ranging from 20 to 60% of RBC, the calculated sensitivity for classification of thrombi ranged from 77 to 85% and the specificity from 72 to 88%. CONCLUSION Combination of EIS and machine learning can reliably predict the RBC composition of retrieved ex vivo AIS thrombi and then classify them into groups according to their RBC composition with good sensitivity and specificity.
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Affiliation(s)
- Jean Darcourt
- Department of Neuroradiology, University Hospital of Toulouse, Toulouse, France
- INSERM I2MC (Institut des Maladies Cardiovasculaires et Métaboliques) UMR 1048, Toulouse University Hospital, Toulouse, France
| | - Waleed Brinjikji
- Department of Neuroradiology, Mayo Clinic, Rochester, MN, USA
- Neurosurgery, Mayo Clinic Rochester, Rochester, MN, USA
| | | | | | - Collin R Johnson
- Department of Neuroradiology, Mayo Clinic, Rochester, MN, USA
- Neurosurgery, Mayo Clinic Rochester, Rochester, MN, USA
| | - Smita Patil
- Department of Physiology, Galway Neuroscience Centre, National University of Ireland Galway, Galway, Ireland
- CÚRAM - SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Senna Staessens
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Belgium
| | - Ramanathan Kadirvel
- Department of Neuroradiology, Mayo Clinic, Rochester, MN, USA
- Neurosurgery, Mayo Clinic Rochester, Rochester, MN, USA
| | - Mahmoud H Mohammaden
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | - Leonardo Pisani
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | | | - Nicole M Cancelliere
- Department of Neurosurgery, Department of Neurosurgery, University of Toronto, Toronto, ON, Canada
| | - Vitor Mendes Pereira
- Department of Neurosurgery, Department of Neurosurgery, University of Toronto, Toronto, ON, Canada
| | | | - Karen Doyle
- Department of Physiology, Galway Neuroscience Centre, National University of Ireland Galway, Galway, Ireland
- CÚRAM - SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Simon F De Meyer
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Belgium
| | | | - David Kallmes
- Department of Neuroradiology, Mayo Clinic, Rochester, MN, USA
- Neurosurgery, Mayo Clinic Rochester, Rochester, MN, USA
| | - Christophe Cognard
- Department of Neuroradiology, University Hospital of Toulouse, Toulouse, France
- INSERM I2MC (Institut des Maladies Cardiovasculaires et Métaboliques) UMR 1048, Toulouse University Hospital, Toulouse, France
| | - Raul G Nogueira
- Department of Neurology and Neurosurgery, University of Pittsburg Medical Center, UPMC Stroke Institute, Pittsburg, PA, USA
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Patel TR, Santo BA, Baig AA, Waqas M, Monterio A, Levy EI, Siddiqui AH, Tutino VM. Histologically interpretable clot radiomic features predict treatment outcomes of mechanical thrombectomy for ischemic stroke. Neuroradiology 2023; 65:737-749. [PMID: 36600077 DOI: 10.1007/s00234-022-03109-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 12/21/2022] [Indexed: 01/06/2023]
Abstract
PURPOSE Radiomics features (RFs) extracted from CT images may provide valuable information on the biological structure of ischemic stroke blood clots and mechanical thrombectomy outcome. Here, we aimed to identify RFs predictive of thrombectomy outcomes and use clot histomics to explore the biology and structure related to these RFs. METHODS We extracted 293 RFs from co-registered non-contrast CT and CTA. RFs predictive of revascularization outcomes defined by first-pass effect (FPE, near to complete clot removal in one thrombectomy pass), were selected. We then trained and cross-validated a balanced logistic regression model fivefold, to assess the RFs in outcome prediction. On a subset of cases, we performed digital histopathology on the clots and computed 227 histomic features from their whole slide images as a means to interpret the biology behind significant RF. RESULTS We identified 6 significantly-associated RFs. RFs reflective of continuity in lower intensities, scattered higher intensities, and intensities with abrupt changes in texture were associated with successful revascularization outcome. For FPE prediction, the multi-variate model had high performance, with AUC = 0.832 ± 0.031 and accuracy = 0.760 ± 0.059 in training, and AUC = 0.787 ± 0.115 and accuracy = 0.787 ± 0.127 in cross-validation testing. Each of the 6 RFs was related to clot component organization in terms of red blood cell and fibrin/platelet distribution. Clots with more diversity of components, with varying sizes of red blood cells and fibrin/platelet regions in the section, were associated with RFs predictive of FPE. CONCLUSION Upon future validation in larger datasets, clot RFs on CT imaging are potential candidate markers for FPE prediction.
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Affiliation(s)
- Tatsat R Patel
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Briana A Santo
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Biomedical Engineering, University at Buffalo, Buffalo, NY, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Ammad A Baig
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Muhammad Waqas
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Andre Monterio
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Elad I Levy
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Adnan H Siddiqui
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Vincent M Tutino
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.
- Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, USA.
- Department of Biomedical Engineering, University at Buffalo, Buffalo, NY, USA.
- Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, NY, USA.
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA.
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A nomogram for predicting thrombus composition in stroke patients with large vessel occlusion: combination of thrombus density and perviousness with clinical features. Neuroradiology 2023; 65:371-380. [PMID: 36064806 DOI: 10.1007/s00234-022-03046-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 08/24/2022] [Indexed: 01/25/2023]
Abstract
PURPOSE To establish a nomogram incorporating pretreatment imaging parameters and clinical characteristics for predicting the thrombus composition of acute ischemic stroke (AIS) with large vessel occlusion (LVO). METHODS We retrospectively enrolled patients with occlusion of the Middle Cerebral Artery (MCA) who underwent Mechanical Thrombectomy (MT). Retrieved thrombi were stained with Hematoxylin and Eosin (H&E) and Martius Scarlet Blue (MSB). Thrombi are assigned to the Fibrin-rich or RBC-rich group based on the relative fractions of Red Blood Cells (RBC), fibrin, and platelet. The independent risk factors for Fibrin-rich clots were determined via univariate and multivariate logistic regression analysis and were then integrated to establish a nomogram. RESULTS In total, 98 patients were included in this study. Patients with fibrin-rich clots had worse functional outcome [modified Rankin scale (mRS) 0-2, 34.7% vs 63.2%, p = 0.005], longer procedure time (76.8 min vs 50.8 min, p = 0.001), and increased maneuvers of MT (1.84 vs 1.46, p = 0.703) than those with RBC-rich clots. The independent risk factors for Fibrin-rich clots were lower perviousness measured by Non-Contrast Computer Tomography (NCCT) and CT Angiography (CTA), lower thrombus relative attenuation on NCCT, elevated Platelet-WBC ratio (PWR) of admission peripheral blood, and previous antithrombotic medication. The nomogram showed good discrimination with an area under the Receiver Operating Characteristic (ROC) curve (AUC) of 0.852 (95% CI: 0.778-0.926). The calibration curve and decision curve analysis also displayed satisfactory accuracy and clinical utility. CONCLUSION This study has developed and internally validated an easy-to-use nomogram which can help predict clot composition and optimize therapeutic strategies for thrombectomy.
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Hund HM, Boodt N, Hansen D, Haffmans WA, Lycklama À Nijeholt GJ, Hofmeijer J, Dippel DWJ, van der Lugt A, van Es ACGM, van Beusekom HMM, Roos YBWEM, van Oostenbrugge RJ, van Zwam WH, Boiten J, Vos JA, Jansen IGH, Mulder MJHL, Goldhoorn RJB, Compagne KCJ, Kappelhof M, Brouwer J, den Hartog SJ, Hinsenveld WH, Roozenbeek B, Emmer BJ, Coutinho JM, Schonewille WJ, Wermer MJH, van Walderveen MAA, Staals J, Martens JM, de Bruijn SF, van Dijk LC, van der Worp HB, Lo RH, van Dijk EJ, Boogaarts HD, de Vries J, de Kort PLM, van Tuijl J, Peluso JP, Fransen P, van den Berg JSP, van Hasselt BAAM, Aerden LAM, Dallinga RJ, Uyttenboogaart M, Eschgi O, Bokkers RPH, Schreuder THCML, Heijboer RJJ, Keizer K, Yo LSF, den Hertog HM, Bulut T, Brouwers PJAM, Sprengers MES, Jenniskens SFM, van den Berg R, Yoo AJ, Beenen LFM, Postma AA, Roosendaal SD, van der Kallen BFW, van den Wijngaard IR, Bot J, van Doormaal PJ, Meijer A, Ghariq E, van Proosdij MP, Krietemeijer GM, Dinkelaar W, Appelman APA, Hammer B, Pegge S, van der Hoorn A, Vinke S, Flach HZ, Lingsma HF, el Ghannouti N, Sterrenberg M, Pellikaan W, Sprengers R, Elfrink M, Simons M, Vossers M, de Meris J, Vermeulen T, Geerlings A, van Vemde G, Simons T, Messchendorp G, Nicolaij N, Bongenaar H, Bodde K, Kleijn S, Lodico J, Droste H, Wollaert M, Verheesen S, Jeurrissen D, Bos E, Drabbe Y, Sandiman M, Aaldering N, Zweedijk B, Vervoort J, Ponjee E, Romviel S, Kanselaar K, Barning D, Venema E, Chalos V, Geuskens RR, van Straaten T, Ergezen S, Harmsma RRM, Muijres D, de Jong A, Berkhemer OA, Boers AMM, Huguet J, Groot PFC, Mens MA, van Kranendonk KR, Treurniet KM, Tolhuisen ML, Alves H, Weterings AJ, Kirkels EL, Voogd EJHF, Schupp LM, Collette SL, Groot AED, LeCouffe NE, Konduri PR, Prasetya H, Arrarte-Terreros N, Ramos LA. Association between thrombus composition and stroke etiology in the MR CLEAN Registry biobank. Neuroradiology 2023; 65:933-943. [PMID: 36695859 PMCID: PMC10105654 DOI: 10.1007/s00234-023-03115-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 01/06/2023] [Indexed: 01/26/2023]
Abstract
PURPOSE The composition of thrombi retrieved during endovascular thrombectomy (EVT) in acute ischemic stroke (AIS) due to large vessel occlusion (LVO) may differ depending on their origin. In this study, we investigated the association between thrombus composition and stroke etiology in a large population of patients from the Dutch MR CLEAN Registry treated with EVT in daily clinical practice. METHODS The thrombi of 332 patients with AIS were histologically analyzed for red blood cells (RBC), fibrin/platelets (F/P), and white blood cells (leukocytes) using a machine learning algorithm. Stroke etiology was assessed using the Trial of Org 10,172 in acute stroke treatment (TOAST) classification. RESULTS The thrombi of cardioembolic origin contained less RBC and more F/P than those of non-cardioembolic origin (25.8% vs 41.2% RBC [p = 0.003] and 67.1% vs 54.5% F/P [p = 0.004]). The likelihood of a non-cardioembolic source of stroke increased with increasing thrombus RBC content (OR 1.02; [95% CI 1.00-1.06] for each percent increase) and decreased with a higher F/P content (OR 1.02; [95% CI 1.00-1.06]). Thrombus composition in patients with a cardioembolic origin and undetermined origin was similar. CONCLUSION Thrombus composition is significantly associated with stroke etiology, with an increase in RBC and a decrease in F/P raising the odds for a non-cardioembolic cause. No difference between composition of cardioembolic thrombi and of undetermined origin was seen. This emphasizes the need for more extensive monitoring for arrhythmias and/or extended cardiac analysis in case of an undetermined origin.
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Affiliation(s)
- Hajo M Hund
- Department of Cardiology, Erasmus MC University Medical Center, Room EE23.93, PO 2040, 3000CA, Rotterdam, The Netherlands.,Department of Radiology, Haaglanden Medical Centrum, The Hague, The Netherlands
| | - Nikki Boodt
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands.,Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Daniel Hansen
- Department of Cardiology, Erasmus MC University Medical Center, Room EE23.93, PO 2040, 3000CA, Rotterdam, The Netherlands
| | - Willem A Haffmans
- Department of Cardiology, Erasmus MC University Medical Center, Room EE23.93, PO 2040, 3000CA, Rotterdam, The Netherlands
| | | | - Jeannette Hofmeijer
- Department of Neurology, Rijnstate Hospital, Arnhem, The Netherlands.,Department of Clinical Neurophysiology, University of Twente, Enschede, The Netherlands
| | - Diederik W J Dippel
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Adriaan C G M van Es
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Heleen M M van Beusekom
- Department of Cardiology, Erasmus MC University Medical Center, Room EE23.93, PO 2040, 3000CA, Rotterdam, The Netherlands.
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Larco JA, Abbasi M, Madhani SI, Mereuta MO, Liu Y, Dai D, Kadirvel R, Savastano L, Kallmes DF, Brinjikji W. Correlation of Neutrophil to Lymphocyte Ratio with Expression of Neutrophil Extracellular Traps Within Stroke Emboli. Interv Neuroradiol 2022; 28:726-730. [PMID: 34878323 PMCID: PMC9706263 DOI: 10.1177/15910199211065530] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 11/17/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND & PURPOSE It has been hypothesized that circulating neutrophils have a direct correlation with the composition of emboli in acute ischemic stroke (AIS). The aim of this study is to evaluate the association between neutrophil-lymphocyte ratio (NLR) in peripheral blood and the expression of neutrophil extracellular traps (NETs) within stroke emboli. METHODS Consecutive patients with acute ischemic stroke (AIS) due to large vessel occlusion (LVO) that underwent mechanical thrombectomy (MT) were included. Patients were divided into two groups based on NLR median value. Retrieved thrombi were histologically analyzed using Martius Scarlett Blue (MSB) for main thrombus components including red blood cells (RBCs), white blood cells (WBCs), fibrin and platelet. Immunohistochemistry staining for von Willebrand Factor (vWF) and anti-citrullinated H3 (H3Cit; NETs marker) was also performed. RESULTS Samples from a total of 84 patients were included. The average percentage of RBCs, WBCs, fibrin, platelet, H3Cit, and vWF components in thrombi were 45.1%, 3.5%, 21.8%, 29.6%, 19.7% and 14.8% respectively. When stratifying by NLR group [low (≤3.94) versus high (>3.95)], high NLR group had significantly more WBCs (4.5%), fibrin (24.2%), H3Cit (22.7%) and vWF (17.1%) thrombus fractions compared to low NLR group. Additionally, RBC content (38.8%) was lower in the high NLR group. CONCLUSIONS NLR is correlated with the amounts of WBCs, fibrin, NETs and vWF within the thrombi retrieved from AIS patients due to LVO.
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Affiliation(s)
- Jorge Arturo Larco
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | | | | | - Yang Liu
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Luis Savastano
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - David F. Kallmes
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
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21
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Liu Y, Brinjikji W, Abbasi M, Dai D, Arturo Larco JL, Madhani SI, Shahid AH, Mereuta OM, Nogueira RG, Kvamme P, Layton KF, Delgado Almandoz JE, Hanel RA, Mendes Pereira V, Almekhlafi MA, Yoo AJ, Jahromi BS, Gounis MJ, Patel B, Fitzgerald S, Doyle K, Haussen DC, Al-Bayati AR, Mohammaden M, Pisani L, Rodrigues GM, Thacker IC, Kayan Y, Copelan A, Aghaebrahim A, Sauvageau E, Demchuk AM, Bhuva P, Soomro J, Nazari P, Cantrell DR, Puri AS, Entwistle J, Kadirvel R, Cloft HJ, Kallmes DF, Savastano L. Quantification of clot spatial heterogeneity and its impact on thrombectomy. J Neurointerv Surg 2022; 14:1248-1252. [PMID: 34911736 PMCID: PMC11178127 DOI: 10.1136/neurintsurg-2021-018183] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 11/29/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Compositional and structural features of retrieved clots by thrombectomy can provide insight into improving the endovascular treatment of ischemic stroke. Currently, histological analysis is limited to quantification of compositions and qualitative description of the clot structure. We hypothesized that heterogeneous clots would be prone to poorer recanalization rates and performed a quantitative analysis to test this hypothesis. METHODS We collected and did histology on clots retrieved by mechanical thrombectomy from 157 stroke cases (107 achieved first-pass effect (FPE) and 50 did not). Using an in-house algorithm, the scanned images were divided into grids (with sizes of 0.2, 0.3, 0.4, 0.5, and 0.6 mm) and the extent of non-uniformity of RBC distribution was computed using the proposed spatial heterogeneity index (SHI). Finally, we validated the clinical significance of clot heterogeneity using the Mann-Whitney test and an artificial neural network (ANN) model. RESULTS For cases with FPE, SHI values were smaller (0.033 vs 0.039 for grid size of 0.4 mm, P=0.028) compared with those without. In comparison, the clot composition was not statistically different between those two groups. From the ANN model, clot heterogeneity was the most important factor, followed by fibrin content, thrombectomy techniques, red blood cell content, clot area, platelet content, etiology, and admission of intravenous tissue plasminogen activator (IV-tPA). No statistical difference of clot heterogeneity was found for different etiologies, thrombectomy techniques, and IV-tPA administration. CONCLUSIONS Clot heterogeneity can affect the clot response to thrombectomy devices and is associated with lower FPE. SHI can be a useful metric to quantify clot heterogeneity.
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Affiliation(s)
- Yang Liu
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Waleed Brinjikji
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Mehdi Abbasi
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Daying Dai
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | | | | | - Raul G Nogueira
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Peter Kvamme
- Radiology, University of Tennessee Medical Center, Knoxville, Tennessee, USA
| | - Kennith F Layton
- NeuroInterventional Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | | | - Ricardo A Hanel
- Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Vitor Mendes Pereira
- Division of Neuroradiology, Department of Medical Imaging and Division of Neurosurgery, Department of Surgery, University Health Network - Toronto Western Hospital, Toronto, Ontario, Canada
| | - Mohammed A Almekhlafi
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Albert J Yoo
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Babak S Jahromi
- Radiology and Neurosurgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Matthew J Gounis
- Radiology, New England Center for Stroke Research, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Biraj Patel
- Radiology and Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Seán Fitzgerald
- Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Karen Doyle
- Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Diogo C Haussen
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | | | - Leonardo Pisani
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Ike C Thacker
- NeuroInterventional Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Yasha Kayan
- NeuroInterventional Radiology, Abbot Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Alexander Copelan
- NeuroInterventional Radiology, Abbot Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Amin Aghaebrahim
- Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Eric Sauvageau
- Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Andrew M Demchuk
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Parita Bhuva
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Jazba Soomro
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Pouya Nazari
- Radiology and Neurosurgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Donald Robert Cantrell
- Radiology and Neurosurgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ajit S Puri
- Radiology, New England Center for Stroke Research, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - John Entwistle
- Radiology and Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | | | - Harry J Cloft
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - David F Kallmes
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Luis Savastano
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
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Aghali A, Khalfaoui L, Lagnado AB, Drake LY, Teske JJ, Pabelick CM, Passos JF, Prakash YS. Cellular senescence is increased in airway smooth muscle cells of elderly persons with asthma. Am J Physiol Lung Cell Mol Physiol 2022; 323:L558-L568. [PMID: 36166734 PMCID: PMC9639764 DOI: 10.1152/ajplung.00146.2022] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 09/05/2022] [Accepted: 09/22/2022] [Indexed: 11/22/2022] Open
Abstract
Senescent cells can drive age-related tissue dysfunction partially via a senescence-associated secretory phenotype (SASP) involving proinflammatory and profibrotic factors. Cellular senescence has been associated with a structural and functional decline during normal lung aging and age-related diseases such as chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF). Asthma in the elderly (AIE) represents a major healthcare burden. AIE is associated with bronchial airway hyperresponsiveness and remodeling, which involves increased cell proliferation and higher rates of fibrosis, and resistant to standard therapy. Airway smooth muscle (ASM) cells play a major role in asthma such as remodeling via modulation of inflammation and the extracellular matrix (ECM) environment. Whether senescent ASM cells accumulate in AIE and contribute to airway structural or functional changes is unknown. Lung tissues from elderly persons with asthma showed greater airway fibrosis compared with age-matched elderly persons with nonasthma and young age controls. Lung tissue or isolated ASM cells from elderly persons with asthma showed increased expression of multiple senescent markers including phospho-p53, p21, telomere-associated foci (TAF), as well as multiple SASP components. Senescence and SASP components were also increased with aging per se. These data highlight the presence of cellular senescence in AIE that may contribute to airway remodeling.
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Affiliation(s)
- Arbi Aghali
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
| | - Latifa Khalfaoui
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Anthony B. Lagnado
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
| | - Li Y. Drake
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Jacob J. Teske
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Christina M. Pabelick
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - João F. Passos
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
| | - Y. S. Prakash
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
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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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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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Härtl J, Berndt M, Poppert H, Liesche-Starnecker F, Steiger K, Wunderlich S, Boeckh-Behrens T, Ikenberg B. Histology of Cerebral Clots in Cryptogenic Stroke Varies According to the Presence of a Patent Foramen Ovale. Int J Mol Sci 2022; 23:ijms23169474. [PMID: 36012739 PMCID: PMC9409039 DOI: 10.3390/ijms23169474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/14/2022] [Accepted: 08/19/2022] [Indexed: 11/28/2022] Open
Abstract
Although a pathophysiological impact remains difficult to prove in individual patient care, a patent foramen ovale (PFO) is currently considered of high relevance for secondary prophylaxis in selected patients with cryptogenic ischemic stroke. By quantification of histological clot composition, we aimed to enhance pathophysiological understanding of PFO attributable ischemic strokes. Retrospectively, we evaluated all cerebral clots retrieved by mechanical thrombectomy for acute ischemic stroke treatment between 2011 and 2021 at our comprehensive stroke care center. Inclusion criteria applied were cryptogenic stroke, age (≤60 years), and PFO status according to transesophageal echocardiography, resulting in a study population of 58 patients. Relative clot composition was calculated using orbit image analysis to define the ratio of main histologic components (fibrin/platelets (F/P), red blood cell count (RBC), leukocytes). Cryptogenic stroke patients with PFO (PFO+, n = 20) displayed a significantly higher percentage of RBC (0.57 ± 0.17; p = 0.002) and lower percentage of F/P (0.38 ± 0.15; p = 0.003) compared to patients without PFO (PFO–, n = 38) (RBC: 0.41 ± 0.21; F/P: 0.52 ± 0.20). In conclusion, histologic clot composition in cryptogenic stroke varies depending on the presence of a PFO. Our findings histologically support the concept that a PFO may be of pathophysiological relevance in cryptogenic ischemic stroke.
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Affiliation(s)
- Johanna Härtl
- Department of Neurology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Maria Berndt
- Department of Diagnostic and Interventional Neuroradiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Holger Poppert
- Department of Neurology, Helios Klinik München West, 81241 Munich, Germany
| | - Friederike Liesche-Starnecker
- Department of Pathology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Katja Steiger
- Department of Pathology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Silke Wunderlich
- Department of Neurology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Tobias Boeckh-Behrens
- Department of Diagnostic and Interventional Neuroradiology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Benno Ikenberg
- Department of Neurology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
- Correspondence:
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Mereuta OM, Abbasi M, Arturo Larco JL, Dai D, Liu Y, Arul S, Kadirvel R, Hanel RA, Yoo AJ, Almekhlafi MA, Layton KF, Delgado Almandoz JE, Kvamme P, Mendes Pereira V, Jahromi BS, Nogueira RG, Gounis MJ, Patel B, Aghaebrahim A, Sauvageau E, Bhuva P, Soomro J, Demchuk AM, Thacker IC, Kayan Y, Copelan A, Nazari P, Cantrell DR, Haussen DC, Al-Bayati AR, Mohammaden M, Pisani L, Rodrigues GM, Puri AS, Entwistle J, Meves A, Savastano L, Cloft HJ, Nimjee SM, McBane Ii RD, Kallmes DF, Brinjikji W. Correlation of von Willebrand factor and platelets with acute ischemic stroke etiology and revascularization outcome: an immunohistochemical study. J Neurointerv Surg 2022; 15:488-494. [PMID: 35595407 DOI: 10.1136/neurintsurg-2022-018645] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 04/01/2022] [Indexed: 01/19/2023]
Abstract
BACKGROUND Platelets and von Willebrand factor (vWF) are key components of acute ischemic stroke (AIS) emboli. We aimed to investigate the CD42b (platelets)/vWF expression, its association with stroke etiology and the impact these components may have on the clinical/procedural parameters. METHODS CD42b/vWF immunostaining was performed on 288 emboli collected as part of the multicenter STRIP Registry. CD42b/VWF expression and distribution were evaluated. Student's t-test and χ2 test were performed as appropriate. RESULTS The mean CD42b and VWF content in clots was 44.3% and 21.9%, respectively. There was a positive correlation between platelets and vWF (r=0.64, p<0.001**). We found a significantly higher vWF level in the other determined etiology (p=0.016*) and cryptogenic (p=0.049*) groups compared with cardioembolic etiology. No significant difference in CD42b content was found across the etiology subtypes. CD42b/vWF patterns were significantly associated with stroke etiology (p=0.006*). The peripheral pattern was predominant in atherosclerotic clots (36.4%) while the clustering (patchy) pattern was significantly associated with cardioembolic and cryptogenic origin (66.7% and 49.8%, respectively). The clots corresponding to other determined etiology showed mainly a diffuse pattern (28.1%). Two types of platelets were distinguished within the CD42b-positive clusters in all emboli: vWF-positive platelets were observed at the center, surrounded by vWF-negative platelets. Thrombolysis correlated with a high platelet content (p=0.03*). vWF-poor and peripheral CD42b/vWF pattern correlated with first pass effect (p=0.03* and p=0.04*, respectively). CONCLUSIONS The vWF level and CD42b/vWF distribution pattern in emboli were correlated with AIS etiology and revascularization outcome. Platelet content was associated with response to thrombolysis.
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Affiliation(s)
| | - Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Jorge L Arturo Larco
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Yang Liu
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Santhosh Arul
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Ricardo A Hanel
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Albert J Yoo
- Department of Neurointervention, Texas Stroke Institute, Dallas-Fort Worth, Texas, USA
| | - Mohammed A Almekhlafi
- Departments of Clinical Neurosciences, Radiology and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kennith F Layton
- Department of Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Josser E Delgado Almandoz
- Department of NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Peter Kvamme
- Department of Radiology, University of Tennessee Medical Center, Knoxville, Tennessee, USA
| | - Vitor Mendes Pereira
- Departments of Medical Imaging and Surgery, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Babak S Jahromi
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, Illinois, USA
| | - Raul G Nogueira
- Department of Neurology, Emory University, Atlanta, Georgia, USA.,Grady Memorial Hospital, Atlanta, Georgia, USA
| | - Matthew J Gounis
- Department of Radiology, University of Massachusetts Medical School, New England Center for Stroke Research, Worcester, Massachusetts, USA
| | - Biraj Patel
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Amin Aghaebrahim
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Eric Sauvageau
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Parita Bhuva
- Department of Neurointervention, Texas Stroke Institute, Dallas-Fort Worth, Texas, USA
| | - Jazba Soomro
- Department of Neurointervention, Texas Stroke Institute, Dallas-Fort Worth, Texas, USA
| | - Andrew M Demchuk
- Departments of Clinical Neurosciences, Radiology and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ike C Thacker
- Department of Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Yasha Kayan
- Department of NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Alexander Copelan
- Department of NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Pouya Nazari
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, Illinois, USA
| | - Donald Robert Cantrell
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, Illinois, USA
| | - Diogo C Haussen
- Department of Neurology, Emory University, Atlanta, Georgia, USA.,Grady Memorial Hospital, Atlanta, Georgia, USA
| | - Alhamza R Al-Bayati
- Department of Neurology, Emory University, Atlanta, Georgia, USA.,Grady Memorial Hospital, Atlanta, Georgia, USA
| | - Mahmoud Mohammaden
- Department of Neurology, Emory University, Atlanta, Georgia, USA.,Grady Memorial Hospital, Atlanta, Georgia, USA
| | - Leonardo Pisani
- Department of Neurology, Emory University, Atlanta, Georgia, USA.,Grady Memorial Hospital, Atlanta, Georgia, USA
| | - Gabriel Martins Rodrigues
- Department of Neurology, Emory University, Atlanta, Georgia, USA.,Grady Memorial Hospital, Atlanta, Georgia, USA
| | - Ajit S Puri
- Department of Radiology, University of Massachusetts Medical School, New England Center for Stroke Research, Worcester, Massachusetts, USA
| | - John Entwistle
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Alexander Meves
- Department of Dermatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Luis Savastano
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Harry J Cloft
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Shahid M Nimjee
- Department of Neurological Surgery, Ohio State University, Columbus, Ohio, USA
| | - Robert D McBane Ii
- Gonda Vascular Center, Department of Cardiovascular Medicine, 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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Brinjikji W, Abbasi M, Mereuta OM, Fitzgerald S, Larco JA, Dai D, Kadirvel R, Nogueira RG, Kvamme P, Layton KF, Delgado JE, Hanel RA, Pereira VM, Almekhlafi MA, Yoo AJ, Jahromi BS, Gounis MJ, Patel BM, Savastano LE, Cloft HJ, Haussen DC, Al-Bayati A, Mohammaden M, Pisani L, Rodrigues G, Thacker IC, Kayan Y, Copelan AZ, Aghaebrahim A, Sauvageau E, Demchuk AM, Bhuva P, Soomro J, Nazari P, Cantrell DR, Puri AS, Doyle KM, Entwistle J, Kallmes DF. Histological composition of retrieved emboli in acute ischemic stroke is independent of pre-thrombectomy alteplase use. J Stroke Cerebrovasc Dis 2022; 31:106376. [PMID: 35183984 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106376] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 01/23/2022] [Accepted: 01/26/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND AND PURPOSE Given recent evidence suggesting the clot composition may be associated with revascularization outcomes and stroke etiology, clot composition research has been a topic of growing interest. It is currently unclear what effect, if any, pre-thrombectomy thrombolysis has on clot composition. Understanding this association is important as it is a potential confounding variable in clot composition research. We retrospectively evaluated the composition of retrieved clots from ischemic stroke patients who did and did not receive pre-treatment tPA to study the effect of tPA on clot composition. MATERIALS AND METHODS Consecutive patients enrolled in the Stroke Thromboembolism Registry of Imaging and Pathology (STRIP) were included in this study. All patients underwent mechanical thrombectomy and retrieved clots were sent to a central core lab for processing. Histological analysis was performed using Martius Scarlett Blue (MSB) staining and area of the clot was also measured on the gross photos. Student's t test was used for continuous variables and chi-squared test for categorical variables. RESULTS A total of 1430 patients were included in this study. Mean age was 68.4±13.5 years. Overall rate of TICI 2c/3 was 67%. A total of 517 patients received tPA (36%) and 913 patients did not (64%). Mean RBC density for the tPA group was 42.97±22.62% compared to 42.80±23.18% for the non-tPA group (P=0.89). Mean WBC density for the tPA group was 3.74±2.60% compared to 3.42±2.21% for the non-tPA group (P=0.012). Mean fibrin density for the tPA group was 26.52±15.81% compared to 26.53±15.34% for the non-tPA group (P=0.98). Mean platelet density for the tPA group was 26.22±18.60% compared to 26.55±19.47% for the non-tPA group (P=0.75). tPA group also had significantly smaller clot area compared to non-tPA group. CONCLUSIONS Our study 1430 retrieved emboli and ischemic stroke patients shows no interaction between tPA administration and clot composition. These findings suggest that tPA does not result in any histological changes in clot composition.
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Affiliation(s)
- Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA.
| | - Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Oana Madalina Mereuta
- Department of Radiology, Mayo Clinic, Rochester, MN, USA; Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Seán Fitzgerald
- Department of Radiology, Mayo Clinic, Rochester, MN, USA; Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | | | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Raul G Nogueira
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, Georgia, USA
| | - Peter Kvamme
- Department of Radiology, University of Tennessee Medical Center, Knoxville, Tennessee, USA
| | - Kennith F Layton
- Department of Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Josser E Delgado
- NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Ricardo A Hanel
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Vitor M Pereira
- Departments of Medical Imaging and Surgery, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Mohammed A Almekhlafi
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Albert J Yoo
- Department of Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Babak S Jahromi
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, IL, USA
| | - Matthew J Gounis
- Department of Radiology, New England Center for Stroke Research, University of Massachusetts, Worcester, Massachusetts, USA
| | - Biraj M Patel
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, VA, USA
| | - Luis E Savastano
- Department of Radiology, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Harry J Cloft
- Department of Radiology, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Diogo C Haussen
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, Georgia, USA
| | - Alhamza Al-Bayati
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, Georgia, USA
| | - Mahmoud Mohammaden
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, Georgia, USA
| | - Leonardo Pisani
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, Georgia, USA
| | - Gabriel Rodrigues
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, Georgia, USA
| | - Ike C Thacker
- Department of Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Yasha Kayan
- NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Alexander Z Copelan
- NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Amin Aghaebrahim
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Eric Sauvageau
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Andrew M Demchuk
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Parita Bhuva
- Department of Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Jazba Soomro
- Department of Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Pouya Nazari
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, IL, USA
| | | | - Ajit S Puri
- Department of Radiology, New England Center for Stroke Research, University of Massachusetts, Worcester, Massachusetts, USA
| | - Karen M Doyle
- Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - John Entwistle
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, VA, USA
| | - David F Kallmes
- Department of Radiology, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
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Patil S, Darcourt J, Messina P, Bozsak F, Cognard C, Doyle K. Characterising acute ischaemic stroke thrombi: insights from histology, imaging and emerging impedance-based technologies. Stroke Vasc Neurol 2022; 7:353-363. [PMID: 35241632 PMCID: PMC9453827 DOI: 10.1136/svn-2021-001038] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 02/02/2022] [Indexed: 12/13/2022] Open
Abstract
Treatment of acute ischaemic stroke (AIS) focuses on rapid recanalisation of the occluded artery. In recent years, advent of mechanical thrombectomy devices and new procedures have accelerated the analysis of thrombi retrieved during the endovascular thrombectomy procedure. Despite ongoing developments and progress in AIS imaging techniques, it is not yet possible to conclude definitively regarding thrombus characteristics that could advise on the probable efficacy of thrombolysis or thrombectomy in advance of treatment. Intraprocedural devices with dignostic capabilities or new clinical imaging approaches are needed for better treatment of AIS patients. In this review, what is known about the composition of the thrombi that cause strokes and the evidence that thrombus composition has an impact on success of acute stroke treatment has been examined. This review also discusses the evidence that AIS thrombus composition varies with aetiology, questioning if suspected aetiology could be a useful indicator to stroke physicians to help decide the best acute course of treatment. Furthermore, this review discusses the evidence that current widely used radiological imaging tools can predict thrombus composition. Further use of new emerging technologies based on bioimpedance, as imaging modalities for diagnosing AIS and new medical device tools for detecting thrombus composition in situ has been introduced. Whether bioimpedance would be beneficial for gaining new insights into in situ thrombus composition that could guide choice of optimum treatment approach is also reviewed.
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Affiliation(s)
- Smita Patil
- CÚRAM, SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland
| | | | | | | | | | - Karen Doyle
- CÚRAM, SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland .,Physiology, National University of Ireland Galway, Galway, Ireland
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29
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Open and Crowd-Based Platforms: Impact on Organizational and Market Performance. SUSTAINABILITY 2022. [DOI: 10.3390/su14042223] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The aim of the research was to present the state of the art on the use of open and crowd-based platforms and the advantages in terms of business performance that emerging practices employing such technologies are able to provide. The analysis was performed by extracting information on emerging practices from the repository Business Process Framework for Emerging Technologies developed by the Department of Industrial Engineering of the University of Salerno (Italy). Contingency tables allowed analysis of the association of such practices with industry, business function, business process, and impact on performance. From the analysis of the results, many implementation opportunities emerge, mainly in manufacturing, healthcare, and transportation industries, providing benefits not only in terms of efficiency and productivity, cost reduction, and information management but also in product/service differentiation. Therefore, the research provides an overview of opportunities for organizations employing open and crowd-based platforms in order to improve market and organizational performance. Moreover, the article highlights in what specific business contexts these technologies can be mainly useful.
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Association Between Prior Anticoagulation and Thrombus Composition in Mechanical Thrombectomy Patients with Atrial Fibrillation. J Stroke Cerebrovasc Dis 2022; 31:106347. [PMID: 35158148 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106347] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 12/19/2021] [Accepted: 01/20/2022] [Indexed: 12/31/2022] Open
Abstract
PURPOSE Anticoagulation (AC) is the main preventive strategy for ischemic stroke in atrial fibrillation (AF) patients. We aim to investigate the association of prior AC with thrombus composition and clinical outcome in AF patients with acute ischemic stroke (AIS). MATERIALS AND METHODS From January 2019 to December 2020, consecutive AIS patients with AF treated with mechanical thrombectomy (MT) in our center were included in this analysis. Retrieved thrombi were stained with hematoxylin and eosin (H&E) and Martius Scarlet blue (MSB). The relative fractions of red blood cell (RBC), white blood cell (WBC), fibrin, and platelet were quantitatively analyzed. Procedural and clinical outcomes were compared between patients with and without prior AC. RESULTS A total of 133 patients were enrolled in this study, with 39 in AC group and 94 in non-AC (NAC) group. Thrombi in AC group contained more fibrins (36% vs 20%, p<0.001), more platelets (36% vs 24%, p<0.001) and fewer RBCs (25% vs 54%, p<0.001). No difference was detected in terms of successful recanalization evaluated with modified Thrombolysis in Cerebral Infarction scale (mTICI 2b-3, 97% vs 86%, p=0.065), functional independence at 90 days with modified Rankin Score (mRS 0-2, 44% vs 33%, p=0.246). CONCLUSION Thrombi retrieved from AF patients with prior AC contained more fibrins, more platelets and fewer RBCs compared with those of NAC patients. A trend of higher successful reperfusion rate was observed in AC patients but failed to reach statistical significance.
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Multiphysics Modelling and Simulation of Thrombolysis via Activated Platelet-Targeted Nanomedicine. Pharm Res 2022; 39:41-56. [PMID: 35044591 PMCID: PMC8837543 DOI: 10.1007/s11095-021-03161-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 12/22/2021] [Indexed: 11/01/2022]
Abstract
PURPOSE This study establishes a multiphysics simulation platform for both conventional and targeted thrombolysis using tissue plasminogen activator (tPA). Based on our computational results, the effects of therapeutic parameters on the dynamics of thrombolysis and the risk of side effects are investigated. METHODS The model extends our previously developed one-dimensional(1D) mathematical models for fibrinolysis by incorporating targeted thrombolysis. It consists of two parts: (i) a coupled mathematical model of systemic pharmacokinetics (PK) and pharmacodynamics (PD) and local PD in a 1D occluded artery, and (ii) a mechanistic model for a targeted thrombolytic system via activated platelet-targeted tPA-loaded nanovesicles (tPA-NV), with model parameters derived from our in vitro experiments. A total of 16 therapeutic scenarios are simulated by varying the clot location and composition as well as the dosing regimen with free tPA or tPA-NV. RESULTS Our simulation results indicate that tPA-NV offers several advantages over free tPA for thrombolysis. It reduces systemic exposure of tPA, thereby minimising the risk of bleeding complications. Simulations with different tPA-NV doses reveal that tPA-NV at 10% of the recommended dose can be as effective as the standard regimen with the full recommended dose of free tPA, demonstrating the potential of our tPA-NV as a new thrombolytic strategy with a reduced tPA dose. Moreover, faster recanalisation can be achieved with tPA-NV, especially for platelet-rich(or fibrin-poor) clots. CONCLUSIONS Our simulation platform for thrombolysis with well-tuned model parameters can be used to evaluate and optimise treatment regimens of existing and new thrombolytic therapies via benefit/risk assessment under various therapeutic scenarios.
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Abbasi M, Arturo Larco J, Mereuta MO, Liu Y, Fitzgerald S, Dai D, Kadirvel R, Savastano L, Kallmes DF, Brinjikji W. Diverse thrombus composition in thrombectomy stroke patients with longer time to recanalization. Thromb Res 2022; 209:99-104. [PMID: 34906857 PMCID: PMC8957257 DOI: 10.1016/j.thromres.2021.11.018] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Revised: 11/14/2021] [Accepted: 11/18/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND PURPOSE Delayed time to recanalization is associated with reduced recanalization success of mechanical thrombectomy (MT) and thrombolysis in acute ischemic stroke (AIS). The reasons for this are unclear. We hypothesized that alterations in thrombus structure and composition could be responsible for this. METHODS Retrieved thrombi from AIS patients who underwent MT less than 8 h from symptom onset to groin puncture (SOGP) were evaluated. Patients were divided into early (≤4 h.) vs delayed (> 4 h) groups based SOGP timing. Thrombi were histologically analysed using Martius Scarlett Blue and immunohistochemistry staining for von Willebrand Factor (vWF), anti-citrullinated H3 (H3Cit; NETs [neutrophil extracellular traps] marker). We used inferential statistics including, t-test, artificial neural network (ANN) to interpret the data. RESULTS A total of 137 thrombi were collected. The overall average percentage of red blood cells (RBC), white blood cells (WBC), platelet, fibrin, H3Cit, and vWF components in thrombi was 45.83%, 3.58%, 22.23%, 28.27%, 19.97% and 16.23% respectively. Delayed group had higher WBCs, (p = 0.02), fibrin (p = 0.02), H3Cit (p = 0.04) and vWF (p = 0.03) thrombus fractions compared to early group. Based on ANN model, the most important factors for predicting the number of passes required for successful recanalization are fibrin and RBC contents of the thrombus followed by vWF and H3Cit contents. CONCLUSIONS Longer time to recanalization was associated with increased WBCs, fibrin, H3Cit and vWF fractions of thrombi reflecting possible in situ maturation of thrombus components. Increased fibrin, NETs and vWF composition may reduce likelihood of revascularization by altering thrombus mechanical properties.
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Affiliation(s)
- Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Rochester, MN, USA,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Jorge Arturo Larco
- Department of Radiology, Mayo Clinic, Rochester, MN, USA,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | | | - Yang Liu
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Seán Fitzgerald
- CÚRAM–Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Luis Savastano
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - David F. Kallmes
- Department of Radiology, Mayo Clinic, Rochester, MN, USA,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, MN, USA,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
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Quantitative thrombus characteristics on thin-slice computed tomography improve prediction of thrombus histopathology: results of the MR CLEAN Registry. Eur Radiol 2022; 32:7811-7823. [PMID: 35501573 PMCID: PMC9668956 DOI: 10.1007/s00330-022-08762-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 03/14/2022] [Accepted: 03/21/2022] [Indexed: 01/03/2023]
Abstract
OBJECTIVES Thrombus computed tomography (CT) characteristics might be used to assess histopathologic thrombus composition in patients treated with endovascular thrombectomy (EVT) for acute ischemic stroke (AIS). We aimed to assess the variability in thrombus composition that could be predicted with combined thrombus CT characteristics. METHODS Thrombi of patients enrolled in the MR CLEAN Registry between March 2014 and June 2016 were histologically analyzed with hematoxylin-eosin staining and quantified for percentages of red blood cells (RBCs) and fibrin/platelets. We estimated the association between general qualitative characteristics (hyperdense artery sign [HAS], occlusion location, clot burden score [CBS]) and thrombus composition with linear regression, and quantified RBC variability that could be explained with individual and combined characteristics with R2. For patients with available thin-slice (≤ 2.5 mm) imaging, we performed similar analyses for general and quantitative characteristics (HAS, occlusion location, CBS, [relative] thrombus density, thrombus length, perviousness, distance from ICA-terminus). RESULTS In 332 included patients, the presence of HAS (aβ 7.8 [95% CI 3.9-11.7]) and shift towards a more proximal occlusion location (aβ 3.9 [95% CI 0.6-7.1]) were independently associated with increased RBC and decreased fibrin/platelet content. With general characteristics, 12% of RBC variability could be explained; HAS was the strongest predictor. In 94 patients with available thin-slice imaging, 30% of RBC variability could be explained; thrombus density and thrombus length were the strongest predictors. CONCLUSIONS Quantitative thrombus CT characteristics on thin-slice admission CT improve prediction of thrombus composition and might be used to further guide clinical decision-making in patients treated with EVT for AIS in the future. KEY POINTS • With hyperdense artery sign and occlusion location, 12% of variability in thrombus RBC content can be explained. • With hyperdense artery sign, occlusion location, and quantitative thrombus characteristics on thin-slice (≤ 2.5 mm) non-contrast CT and CTA, 30% of variability in thrombus RBC content can be explained. • Absolute thrombus density and thrombus length were the strongest predictors for thrombus composition.
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Aspects of ischemic stroke biomechanics derived using ex-vivo and in-vitro methods relating to mechanical thrombectomy. J Biomech 2021; 131:110900. [PMID: 34954526 DOI: 10.1016/j.jbiomech.2021.110900] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 10/01/2021] [Accepted: 12/02/2021] [Indexed: 12/11/2022]
Abstract
Establishing the underlying biomechanics of acute ischemic stroke (AIS) and its treatment is fundamental to developing more effective clinical treatments for one of society's most impactful diseases. Recent changes in AIS management, driven by clinical evidence of improved treatments, has already led to a rapid rate of innovation, which is likely to be sustained for many years to come. These unprecedented AIS triage and treatment innovations provide a great opportunity to better understand the disease. In this article we provide a perspective on the recreation of AIS in the laboratory to inform contemporary device design and procedural techniques in mechanical thrombectomy. Presentation of these findings, which have been used to solve the applied problem of designing mechanical thrombectomy devices, is intended to help inform the development of basic biomechanics solutions for AIS.
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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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Characterization of the 'White' Appearing Clots that Cause Acute Ischemic Stroke. J Stroke Cerebrovasc Dis 2021; 30:106127. [PMID: 34592611 DOI: 10.1016/j.jstrokecerebrovasdis.2021.106127] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/25/2021] [Accepted: 09/14/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVES Most clots retrieved from patients with acute ischemic stroke are 'red' in color. 'White' clots represent a less common entity and their histological composition is less known. Our aim was to investigate the composition, imaging and procedural characteristics of 'white' clots retrieved by mechanical thrombectomy. MATERIALS AND METHODS Seventy five 'white' thrombi were selected by visual inspection from a cohort of 760 clots collected as part of the RESTORE registry. Clots were evaluated histopathologically. RESULTS Quantification of Martius Scarlett Blue stain identified platelets/other as the major component in 'white' clots' (mean of 55% of clot overall composition) followed by fibrin (31%), red blood cells (6%) and white blood cells (3%). 'White' clots contained significantly more platelets/other (p<0.001*) and collagen/calcification (p<0.001*) and less red blood cells (p<0.001*) and white blood cells (p=0.018*) than 'red' clots. The mean platelet and von Willebrand Factor expression was 43% and 24%, respectively. Adipocytes were found in four cases. 'White' clots were significantly smaller (p=0.016*), less hyperdense (p=0.005*) on computed tomography angiography/non-contrast CT and were associated with a smaller extracted clot area (p<0.001*) than 'red' clots. They primarily caused the occlusion of middle cerebral artery, were less likely to be removed by aspiration and more likely to require rescue-therapy for retrieval. CONCLUSIONS 'White' clots represented 14% of our cohort and were platelet, von Willebrand Factor and collagen/calcification-rich. 'White' clots were smaller, less hyperdense, were associated with significantly more distal occlusions and were less successfully removed by aspiration alone than 'red' clots.
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37
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Erythrocyte interaction with neutrophil extracellular traps in coronary artery thrombosis following myocardial infarction. Pathology 2021; 54:87-94. [PMID: 34493386 DOI: 10.1016/j.pathol.2021.05.099] [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: 11/03/2020] [Revised: 04/13/2021] [Accepted: 05/20/2021] [Indexed: 11/24/2022]
Abstract
Cardiovascular disease, including myocardial infarction (MI), is the leading cause of death globally. Current antithrombotic medications used during MI treatment are predominantly directed towards platelet inhibition and, to a lesser extent, anticoagulation. Bleeding is a major risk of such treatment and could be circumvented by targeting other causative factors essential for arterial thrombus formation. We sought to re-evaluate the cellular composition of arterial thrombus in order to better understand mechanisms that lead to coronary artery thrombosis in acute MI. We performed detailed histological and immunohistochemical analysis of coronary artery thrombi aspirated from 26 patients undergoing emergency percutaneous coronary intervention for acute ST elevated myocardial infarction (STEMI). Coronary arterial thrombi had an unanticipated cellular heterogeneity. Neutrophil extracellular traps (NETs) were observed in thrombi as identified by anti-citrullinated histone 3 and anti-myeloperoxidase staining. Increased abundance of NETs was seen directly surrounding erythrocytes. Extracellular iron and erythrocyte fragments were also associated with areas of NETs suggesting a possible link. Our results shed light on potential involvement of erythrocytes in coronary arterial thrombosis through activation of platelets and induction of NETs. If supported by further in vitro and in vivo studies, novel therapies to inhibit NET formation or coagulation activation by erythrocyte release products, could bolster current myocardial infarction treatment.
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38
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Aliena-Valero A, Baixauli-Martín J, Torregrosa G, Tembl JI, Salom JB. Clot Composition Analysis as a Diagnostic Tool to Gain Insight into Ischemic Stroke Etiology: A Systematic Review. J Stroke 2021; 23:327-342. [PMID: 34649378 PMCID: PMC8521257 DOI: 10.5853/jos.2021.02306] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 08/24/2021] [Accepted: 09/02/2021] [Indexed: 12/22/2022] Open
Abstract
Mechanical thrombectomy renders the occluding clot available for analysis. Insights into thrombus composition could help establish the stroke cause. We aimed to investigate the value of clot composition analysis as a complementary diagnostic tool in determining the etiology of large vessel occlusion (LVO) ischemic strokes (International Prospective Register of Systematic Reviews [PROSPERO] registration # CRD42020199436). Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we ran searches on Medline (using the PubMed interface) and Web of Science for studies reporting analyses of thrombi retrieved from LVO stroke patients subjected to mechanical thrombectomy (January 1, 2006 to September 21, 2020). The PubMed search was updated weekly up to February 22, 2021. Reference lists of included studies and relevant reviews were hand-searched. From 1,714 identified studies, 134 eligible studies (97 cohort studies, 31 case reports, and six case series) were included in the qualitative synthesis. Physical, histopathological, biological, and microbiological analyses provided information about the gross appearance, mechanical properties, structure, and composition of the thrombi. There were non-unanimous associations of thrombus size, structure, and composition (mainly proportions of fibrin and blood formed elements) with the Trial of Org 10172 in Acute Stroke Treatment (TOAST) etiology and underlying pathologies, and similarities between cryptogenic thrombi and those of known TOAST etiology. Individual thrombus analysis contributed to the diagnosis, mainly in atypical cases. Although cohort studies report an abundance of quantitative rates of main thrombus components, a definite clot signature for accurate diagnosis of stroke etiology is still lacking. Nevertheless, the qualitative examination of the embolus remains an invaluable tool for diagnosing individual cases, particularly regarding atypical stroke causes.
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Affiliation(s)
- Alicia Aliena-Valero
- Joint Cerebrovascular Research Unit, La Fe Health Research Institute, University of Valencia, Valencia, Spain
| | | | - Germán Torregrosa
- Joint Cerebrovascular Research Unit, La Fe Health Research Institute, University of Valencia, Valencia, Spain
| | - José I. Tembl
- Stroke Unit, Neurology Service, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Juan B. Salom
- Joint Cerebrovascular Research Unit, La Fe Health Research Institute, University of Valencia, Valencia, Spain
- Department of Physiology, University of Valencia, Valencia, Spain
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39
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Rossi R, Molina S, Mereuta OM, Douglas A, Fitzgerald S, Tierney C, Pandit A, Brennan P, Power S, O'Hare A, Gilvarry M, McCarthy R, Magoufis G, Tsivgoulis G, Nagy A, Vadász Á, Jood K, Redfors P, Nordanstig A, Ceder E, Dunker D, Carlqvist J, Psychogios K, Szikora I, Tatlisumak T, Rentzos A, Thornton J, Doyle KM. Does prior administration of rtPA influence acute ischemic stroke clot composition? Findings from the analysis of clots retrieved with mechanical thrombectomy from the RESTORE registry. J Neurol 2021; 269:1913-1920. [PMID: 34415423 PMCID: PMC8940807 DOI: 10.1007/s00415-021-10758-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 06/29/2021] [Accepted: 08/15/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND PURPOSE There is still much debate whether bridging-therapy [intravenous thrombolysis (IVT) prior to mechanical thrombectomy (MT)] might be beneficial compared to MT alone. We investigated the effect of IVT on size and histological composition of the clots retrieved from patients undergoing bridging-therapy or MT alone. METHODS We collected mechanically extracted thrombi from 1000 acute ischemic stroke (AIS) patients included in RESTORE registry. Patients were grouped according to the administration (or not) of IVT before thrombectomy. Gross photos of each clot were taken and Extracted Clot Area (ECA) was measured using ImageJ software. Martius Scarlett Blue stain was used to characterize the main histological clot components [red blood cells (RBCs), fibrin (FIB), platelets/other (PTL)] and Orbit Image Analysis was used for quantification. Additionally, we calculated the area of each main component by multiplying the component percent by ECA. Chi-squared and Kruskal-Wallis tests were used for statistical analysis. RESULTS 451 patients (45%) were treated with bridging-therapy while 549 (55%) underwent MT alone. When considering only percent histological composition, we did not find any difference in RBC% (P = 0.895), FIB% (P = 0.458) and PTL% (P = 0.905). However, bridging-therapy clots were significantly smaller than MT-alone clots [32.7 (14.8-64.9) versus 36.8 (20.1-79.8) mm2, N = 1000, H1 = 7.679, P = 0.006*]. A further analysis expressing components per clot area showed that clots retrieved from bridging-therapy cases contained less RBCs [13.25 (4.29-32.06) versus 14.97 (4.93-39.80) mm2, H1 = 3.637, P = 0.056] and significantly less fibrin [9.10 (4.62-17.98) versus 10.54 (5.57-22.48) mm2, H1 = 7.920, P = 0.005*] and platelets/other [5.04 (2.26-11.32) versus 6.54 (2.94-13.79) mm2, H1 = 9.380, P = 0.002*] than MT-alone clots. CONCLUSIONS Our results suggest that previous IVT administration significantly reduces thrombus size, proportionally releasing all the main histological components.
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Affiliation(s)
- Rosanna Rossi
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland Galway, University Road, Galway, Ireland
- CÚRAM-SFI Research Centre in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Sara Molina
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland Galway, University Road, Galway, Ireland
- CÚRAM-SFI Research Centre in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Oana Madalina Mereuta
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland Galway, University Road, Galway, Ireland
- CÚRAM-SFI Research Centre in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Andrew Douglas
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland Galway, University Road, Galway, Ireland
- CÚRAM-SFI Research Centre in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Seán Fitzgerald
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland Galway, University Road, Galway, Ireland
| | - Ciara Tierney
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland Galway, University Road, Galway, Ireland
- CÚRAM-SFI Research Centre in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Abhay Pandit
- CÚRAM-SFI Research Centre in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Paul Brennan
- Department of Radiology, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
| | - Sarah Power
- Department of Radiology, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
| | - Alan O'Hare
- Department of Radiology, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
| | | | | | | | - Georgios Tsivgoulis
- Second Department of Neurology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Athens, Greece
| | - András Nagy
- Department of Neurointerventions, National Institute of Clinical Neurosciences, Budapest, Hungary
| | - Ágnes Vadász
- Department of Neurointerventions, National Institute of Clinical Neurosciences, Budapest, Hungary
| | - Katarina Jood
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Petra Redfors
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Annika Nordanstig
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Erik Ceder
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Dennis Dunker
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Jeanette Carlqvist
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | | | - István Szikora
- Department of Neurointerventions, National Institute of Clinical Neurosciences, Budapest, Hungary
| | - Turgut Tatlisumak
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Alexandros Rentzos
- Department of Interventional and Diagnostic Neuroradiology, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - John Thornton
- Department of Radiology, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
| | - Karen M Doyle
- Department of Physiology and Galway Neuroscience Centre, School of Medicine, National University of Ireland Galway, University Road, Galway, Ireland.
- CÚRAM-SFI Research Centre in Medical Devices, National University of Ireland Galway, Galway, Ireland.
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40
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Thomas S, de la Pena P, Butler L, Akbilgic O, Heiferman DM, Garg R, Gill R, Serrone JC. Machine learning models improve prediction of large vessel occlusion and mechanical thrombectomy candidacy in acute ischemic stroke. J Clin Neurosci 2021; 91:383-390. [PMID: 34373056 DOI: 10.1016/j.jocn.2021.07.021] [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: 03/09/2021] [Revised: 07/11/2021] [Accepted: 07/16/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND AND PURPOSE Early identification of large vessel occlusions (LVO) and timely recanalization are paramount to improved clinical outcomes in acute ischemic stroke. A stroke assessment that maximizes sensitivity and specificity for LVOs is needed to identify these cases and not overburden the health system with unnecessary transfers. Machine learning techniques are being used for predictive modeling in many aspects of stroke care and may have potential in predicting LVO presence and mechanical thrombectomy (MT) candidacy. METHODS Ischemic stroke patients treated at Loyola University Medical Center from July 2018 to June 2019 (N = 286) were included. Thirty-five clinical and demographic variables were analyzed using machine learning algorithms, including logistic regression, extreme gradient boosting, random forest (RF), and decision trees to build models predictive of LVO presence and MT candidacy by area of the curve (AUC) analysis. The best performing model was compared with prior stroke scales. RESULTS When using all 35 variables, RF best predicted LVO presence (AUC = 0.907 ± 0.856-0.957) while logistic regression best predicted MT candidacy (AUC = 0.930 ± 0.886-0.974). When compact models were evaluated, a 10-feature RF model best predicted LVO (AUC = 0.841 ± 0.778-0.904) and an 8-feature RF model best predicted MT candidacy (AUC = 0.862 ± 0.782-0.942). The compact RF models had sensitivity, specificity, negative predictive value and positive predictive value of 0.81, 0.87, 0.92, 0.72 for LVO and 0.87, 0.97, 0.97, 0.86 for MT, respectively. The 10-feature RF model was superior at predicting LVO to all previous stroke scales (AUC 0.944 vs 0.759-0.878) and the 8-feature RF model was superior at predicting MT (AUC 0.970 vs 0.746-0.834). CONCLUSION Random forest machine learning models utilizing clinical and demographic variables predicts LVO presence and MT candidacy with a high degree of accuracy in an ischemic stroke cohort. Further validation of this strategy for triage of stroke patients requires prospective and external validation.
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41
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Abbasi M, Dai D, Liu Y, Fitzgerald S, Kadirvel R, Savastano LE, Cloft H, Kallmes DF, Brinjikji W. Iatrogenic Foreign Materials Associated with Retrieved Clot Tissue via Mechanical Thrombectomy. AJNR Am J Neuroradiol 2021; 42:1239-1249. [PMID: 34255735 DOI: 10.3174/ajnr.a7106] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 01/30/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND PURPOSE Hydrophilic polymers and polytetrafluoroethylene liners, commonly used in the construction of endovascular devices, occasionally separate from devices with subsequent embolization. We determined the frequency of such materials in thrombus specimens retrieved by mechanical thrombectomy in patients with stroke. MATERIALS AND METHODS We retrospectively reviewed H&E-stained thrombus sections for presence and types of foreign materials. We identified 4 types of foreign materials-Type I: material was light green with refraction and had a homogeneous texture; type II: material was light gray and/or dark gray, thin, and loose or attenuated in texture; type III: material was light green with refraction, solitary in texture, irregular in shape, and was often associated with round or oval bubblelike particles and/or diffuse black particles; and type IV: material had homogeneous texture and was light pink or red. In addition, polymer materials from different layers of used mechanical thrombectomy catheters were compared with the foreign materials found in thrombus specimens. RESULTS A total of 101 thrombi were evaluated. Foreign materials were found in 53 (52.5%) thrombus samples. The most common type was type I (92%), followed by type II (30%). The histopathologic features of the polymer materials from mechanical thrombectomy catheters were similar to the foreign materials found in thrombus specimens. The inner polytetrafluoroethylene liner and coating layer of catheters resembled type I and type II of the foreign materials, respectively. CONCLUSIONS Foreign polymer materials are present in approximately half of retrieved thrombi, most commonly polytetrafluoroethylene from catheter liners and less from hydrophilic coatings.
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Affiliation(s)
- M Abbasi
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
| | - D Dai
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
| | - Y Liu
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
| | - S Fitzgerald
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
| | - R Kadirvel
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
| | - L E Savastano
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
- Neurosurgery (L.E.S.), Mayo Clinic, Rochester, Minnesota
| | - H Cloft
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
| | - D F Kallmes
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
| | - W Brinjikji
- Departments of Radiology (M.A., D.D., Y.L., S.F., R.K., L.E.S., H.C., D.F.K. W.B.)
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42
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Mereuta OM, Abbasi M, Fitzgerald S, Dai D, Kadirvel R, Hanel RA, Yoo AJ, Almekhlafi MA, Layton KF, Delgado Almandoz JE, Kvamme P, Mendes Pereira V, Jahromi BS, Nogueira RG, Gounis MJ, Patel B, Aghaebrahim A, Sauvageau E, Bhuva P, Soomro J, Demchuk AM, Thacker IC, Kayan Y, Copelan A, Nazari P, Cantrell DR, Haussen DC, Al-Bayati AR, Mohammaden M, Pisani L, Rodrigues GM, Puri AS, Entwistle J, Meves A, Arturo Larco JL, Savastano L, Cloft HJ, Kallmes DF, Doyle KM, Brinjikji W. Histological evaluation of acute ischemic stroke thrombi may indicate the occurrence of vessel wall injury during mechanical thrombectomy. J Neurointerv Surg 2021; 14:356-361. [PMID: 33975922 PMCID: PMC8581068 DOI: 10.1136/neurintsurg-2021-017310] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 03/26/2021] [Accepted: 04/06/2021] [Indexed: 11/12/2022]
Abstract
Background Several animal studies have demonstrated that mechanical thrombectomy (MT) for acute ischemic stroke (AIS) may cause vessel wall injury (VWI). However, the histological changes in human cerebral arteries following MT are difficult to determine. Objective To investigate the occurrence of VWI during MT by histological and immunohistochemical evaluation of AIS clots. Methods As part of the multicenter STRIP registry, 277 clots from 237 patients were analyzed using Martius Scarlett Blue stain and immunohistochemistry for CD34 (endothelial cells) and smooth muscle actin (smooth muscle cells). Results MT devices used were aspiration catheters (100 cases), stentriever (101 cases), and both (36 cases). VWI was found in 33/277 clots (12%). There was no significant correlation between VWI and MT device. The degree of damage varied from grade I (mild intimal damage, 24 clots), to grade II (relevant intimal and subintimal damage, 3 clots), and III (severe injury, 6 clots). VWI clots contained significantly more erythrocytes (p=0.006*) and less platelets/other (p=0.005*) than non-VWI clots suggesting soft thrombus material. Thrombolysis correlated with a lower rate of VWI (p=0.04*). VWI cases showed a significantly higher number of passes (2 [1–4] vs 1 [1–3], p=0.028*) and poorer recanalization outcome (p=0.01*) than cases without VWI. Conclusions Histological markers of VWI were present in 12% of AIS thrombi, suggesting that VWI might be related to MT. VWI was associated with soft thrombus consistency, higher number of passes and poorer revascularization outcome. There was no significant correlation between VWI and MT device.
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Affiliation(s)
- Oana Madalina Mereuta
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA .,CÚRAM - SFI Research Centre for Medical Devices and Department of Physiology, National University of Ireland Galway, Galway, Ireland
| | - Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Seán Fitzgerald
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,CÚRAM - SFI Research Centre for Medical Devices and Department of Physiology, National University of Ireland Galway, Galway, Ireland
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Ram Kadirvel
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Ricardo A Hanel
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Albert J Yoo
- Department of Neurointervention, Texas Stroke Institute, Dallas-Fort Worth, Texas, USA
| | - Mohammed A Almekhlafi
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kennith F Layton
- Department of Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Josser E Delgado Almandoz
- Department of NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Peter Kvamme
- Department of Radiology, University of Tennessee Medical Center, Knoxville, Tennessee, USA
| | - Vitor Mendes Pereira
- Departments of Medical Imaging and Surgery, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Babak S Jahromi
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, Illinois, USA
| | - Raul G Nogueira
- Department of Neurology, Grady Memorial Hospital, Atlanta, Georgia, USA.,Emory University, Atlanta, Georgia, USA
| | - Matthew J Gounis
- Department of Radiology, University of Massachusetts Medical School, New England Center for Stroke Research, Worcester, Massachusetts, USA
| | - Biraj Patel
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Amin Aghaebrahim
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Eric Sauvageau
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, Florida, USA
| | - Parita Bhuva
- Department of Neurointervention, Texas Stroke Institute, Dallas-Fort Worth, Texas, USA
| | - Jazba Soomro
- Department of Neurointervention, Texas Stroke Institute, Dallas-Fort Worth, Texas, USA
| | - Andrew M Demchuk
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ike C Thacker
- Department of Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Yasha Kayan
- Department of NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Alexander Copelan
- Department of NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA
| | - Pouya Nazari
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, Illinois, USA
| | - Donald Robert Cantrell
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, Illinois, USA
| | - Diogo C Haussen
- Department of Neurology, Grady Memorial Hospital, Atlanta, Georgia, USA.,Emory University, Atlanta, Georgia, USA
| | - Alhamza R Al-Bayati
- Department of Neurology, Grady Memorial Hospital, Atlanta, Georgia, USA.,Emory University, Atlanta, Georgia, USA
| | - Mahmoud Mohammaden
- Department of Neurology, Grady Memorial Hospital, Atlanta, Georgia, USA.,Emory University, Atlanta, Georgia, USA
| | - Leonardo Pisani
- Department of Neurology, Grady Memorial Hospital, Atlanta, Georgia, USA.,Emory University, Atlanta, Georgia, USA
| | - Gabriel Martins Rodrigues
- Department of Neurology, Grady Memorial Hospital, Atlanta, Georgia, USA.,Emory University, Atlanta, Georgia, USA
| | - Ajit S Puri
- Department of Radiology, University of Massachusetts Medical School, New England Center for Stroke Research, Worcester, Massachusetts, USA
| | - John Entwistle
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Alexander Meves
- Department of Dermatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Jorge L Arturo Larco
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Luis Savastano
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Harry J Cloft
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - David F Kallmes
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Karen M Doyle
- CÚRAM - SFI Research Centre for Medical Devices and Department of Physiology, National University of Ireland Galway, Galway, Ireland
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
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Hernández-Fernández F, Ramos-Araque ME, Barbella-Aponte R, Molina-Nuevo JD, García-García J, Ayo-Martin O, Pedrosa-Jiménez MJ, López-Martinez L, Serrano-Heras G, Julia-Molla E, Segura T. Fibrin-Platelet Clots in Acute Ischemic Stroke. Predictors and Clinical Significance in a Mechanical Thrombectomy Series. Front Neurol 2021; 12:631343. [PMID: 33959088 PMCID: PMC8093432 DOI: 10.3389/fneur.2021.631343] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 03/09/2021] [Indexed: 12/03/2022] Open
Abstract
Introduction: The histological composition of the clot influences its mechanical properties, affects the efficacy of endovascular treatment (EVT), and could determine the clinical outcome of patients with acute ischemic stroke (AIS). Insights into clot composition may guide therapeutic decision-making prior to EVT and facilitate revascularization therapies. Material and Methods: Consecutive patients with AIS recorded in a prospective single-center reperfusion registry from December 2015 to December 2019 and treated with EVT were included. Baseline, laboratory [including post-procedural C-reactive protein (CRP)], radiological, and angiographic variables were analyzed. We aimed to study the relationship between histological composition of the clot with basal neuroimaging, laboratory markers, and recanalization technique. The secondary outcome was to analyze the correlation between clot composition and functional outcome at 3 months assessed by the modified Rankin scale (mRS). Results: From the study period, 360 AIS patients treated with EVT were included, of whom 189 (53%) fulfilled the inclusion criteria. One hundred (53%) cases of fibrin-predominant clot (FPC) were recorded. Full recanalization in FPC cases was achieved with higher probability when stent retrievers (SR) were selected as the first-line device (68.2%, p = 0.039). Patients with FPC had higher levels of CRP (p = 0.02), lower frequency of the hyperdense middle cerebral artery (HMCA) in baseline imaging (p = 0.039), and higher rates of mortality (p = 0.012). The multivariate analysis showed that the absence of HMCA (OR = 0.420; 95% CI 0.197–0.898; p = 0.025) and higher levels of CRP (OR = 1.01; 95% CI 1.003–1.019; p = 0.008) were predictors of FPC. Leukocytes and platelet counts were not associated with clot histology. Conclusions: The absence of HMCA and higher levels of CRP were markers of FPC. In patients with FPC, complete recanalization was most likely to be achieved when a SR was selected as first line of treatment. Mortality was higher in patients within this histologic group.
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Affiliation(s)
| | - María E Ramos-Araque
- Department of Neurology, University Hospital of Salamanca, Biomedical Research Institute of Salamanca, Salamanca, Spain.,Department of Neurology, University Hospital of Valladolid, Valladolid, Spain
| | - Rosa Barbella-Aponte
- Department of Surgical Pathology, Hospital General Universitario de Albacete, Albacete, Spain
| | | | - Jorge García-García
- Department of Neurology, Hospital General Universitario de Albacete, Albacete, Spain
| | - Oscar Ayo-Martin
- Department of Neurology, Hospital General Universitario de Albacete, Albacete, Spain
| | | | - Lorena López-Martinez
- Department of Radiology, Hospital General Universitario de Albacete, Albacete, Spain
| | | | - Enrique Julia-Molla
- Department of Radiology, Hospital General Universitario de Albacete, Albacete, Spain
| | - Tomás Segura
- Department of Neurology, Hospital General Universitario de Albacete, Albacete, Spain.,Instituto de Investigación en Discapacidades Neurológicas (IDINE), Facultad de Medicina, Universidad de Castilla-La Mancha, Albacete, Spain
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Abbasi M, Kvamme P, Layton KF, Hanel RA, Almekhlafi MA, Delgado JE, Pereira VM, Patel BM, Jahromi BS, Yoo AJ, Nogueira RG, Gounis MJ, Fitzgerald S, Mereuta OM, Dai D, Kadirvel R, Kallmes DF, Doyle KM, Savastano LE, Cloft HJ, Liu Y, Thacker IC, Aghaebrahim A, Sauvageau E, Demchuk AM, Kayan Y, Copelan AZ, Entwistle J, Nazari P, Cantrell DR, Bhuva P, Soomro J, Haussen DC, Al-Bayati A, Mohammaden M, Pisani L, Rodrigues G, Puri AS, Brinjikji W. Per pass analysis of thrombus composition retrieved by mechanical thrombectomy. Interv Neuroradiol 2021; 27:815-820. [PMID: 33823621 DOI: 10.1177/15910199211009119] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND AIM Mechanical thrombectomy (MT) for large vessel occlusion often requires multiple passes to retrieve the entire thrombus load. In this multi-institutional study we sought to examine the composition of thrombus fragments retrieved with each pass during MT. METHODS Patients who required multiple passes during thrombectomy were included. Histopathological evaluation of thrombus fragments retrieved from each pass was performed using Martius Scarlet Blue staining and the composition of each thrombus component including RBC, fibrin and platelet was determined using image analysis software. RESULTS 154 patients underwent MT and 868 passes was performed which resulted in 263 thrombus fragments retrieval. The analysis of thrombus components per pass showed higher RBC, lower fibrin and platelet composition in the pass 1 and 2 when compared to pass 3 and passes 4 or more combined (P values <0.05). There were no significant differences between thrombus fragments retrieved in pass 1 and pass 2 in terms of RBC, WBC, fibrin, and platelet composition (P values >0.05). Similarly, when each composition of thrombus fragments retrieved in pass 3 and passes 4 or more combined were compared with each other, no significant difference was noted (P values >0.05). CONCLUSION Our findings confirm that thrombus fragments retrieved with each pass differed significantly in histological content. Fragments in the first passes were associated with lower fibrin and platelet composition compared to fragments retrieved in passes three and four or higher. Also, thrombus fragments retrieved after failed pass were associated with higher fibrin and platelet components.
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Affiliation(s)
- Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Peter Kvamme
- Department of Radiology, University of Tennessee Medical Center, Knoxville, TN, USA
| | - Kennith F Layton
- Department of Radiology, Baylor University Medical Center, Dallas, TX, USA
| | - Ricardo A Hanel
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, FL, USA
| | - Mohammed A Almekhlafi
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Josser E Delgado
- NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, MN, USA
| | - Vitor M Pereira
- Departments of Medical Imaging and Surgery, Toronto Western Hospital, Toronto, ON, Canada
| | - Biraj M Patel
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, VA, USA
| | - Babak S Jahromi
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, IL, USA
| | - Albert J Yoo
- Department of Neurointervention, Texas Stroke Institute, Plano, TX, USA
| | - Raul G Nogueira
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | - Matthew J Gounis
- Department of Radiology, New England Center for Stroke Research, University of Massachusetts, Worcester, MA, USA
| | - Seán Fitzgerald
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Oana M Mereuta
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - David F Kallmes
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Karen M Doyle
- Department of Physiology and CURAM-SFI Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Luis E Savastano
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Harry J Cloft
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Yang Liu
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Ike C Thacker
- Department of Radiology, Baylor University Medical Center, Dallas, TX, USA
| | - Amin Aghaebrahim
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, FL, USA
| | - Eric Sauvageau
- Department of Neurosurgery, Baptist Medical Center, Jacksonville, FL, USA
| | - Andrew M Demchuk
- Departments of Clinical Neurosciences, Radiology, and Community Health Sciences, Hotchkiss Brain Institute and Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Yasha Kayan
- NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, MN, USA
| | - Alexander Z Copelan
- NeuroInterventional Radiology, Abbott Northwestern Hospital, Minneapolis, MN, USA
| | - John Entwistle
- Departments of Radiology and Neurosurgery, Carilion Clinic, Roanoke, VA, USA
| | - Pouya Nazari
- Departments of Radiology and Neurosurgery, Northwestern University, Chicago, IL, USA
| | | | - Parita Bhuva
- Department of Neurointervention, Texas Stroke Institute, Plano, TX, USA
| | - Jazba Soomro
- Department of Neurointervention, Texas Stroke Institute, Plano, TX, USA
| | - Diogo C Haussen
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | - Alhamza Al-Bayati
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | - Mahmoud Mohammaden
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | - Leonardo Pisani
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | - Gabriel Rodrigues
- Department of Neurology, Grady Memorial Hospital and Emory University, Atlanta, GA, USA
| | - Ajit S Puri
- Department of Radiology, New England Center for Stroke Research, University of Massachusetts, Worcester, MA, USA
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
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Brinjikji W, Nogueira RG, Kvamme P, Layton KF, Delgado Almandoz JE, Hanel RA, Mendes Pereira V, Almekhlafi MA, Yoo AJ, Jahromi BS, Gounis MJ, Patel B, Abbasi M, Fitzgerald S, Mereuta OM, Dai D, Kadirvel R, Doyle K, Savastano L, Cloft HJ, Haussen DC, Al-Bayati AR, Mohammaden MH, Pisani L, Rodrigues GM, Thacker IC, Kayan Y, Copelan A, Aghaebrahim A, Sauvageau E, Demchuk AM, Bhuva P, Soomro J, Nazari P, Cantrell DR, Puri AS, Entwistle J, Polley EC, Kallmes DF. Association between clot composition and stroke origin in mechanical thrombectomy patients: analysis of the Stroke Thromboembolism Registry of Imaging and Pathology. J Neurointerv Surg 2021; 13:594-598. [PMID: 33722963 DOI: 10.1136/neurintsurg-2020-017167] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 02/06/2021] [Accepted: 02/21/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND We retrospectively evaluated the composition of retrieved clots from ischemic stroke patients to study the association between histological composition and stroke etiology METHODS: Consecutive patients enrolled in the Stroke Thromboembolism Registry of Imaging and Pathology (STRIP) were included in this study. All patients underwent mechanical thrombectomy and retrieved clots were sent to a central core lab for processing. Histological analysis was performed using martius scarlet blue (MSB) staining, and quantification for red blood cells (RBCs), white blood cells (WBCs), fibrin and platelets was performed using Orbit Image Software. A Wilcoxon test was used for continuous variables and χ2 test for categorical variables. RESULTS 1350 patients were included in this study. The overall rate of Thrombolysis In Cerebral Infarction (TICI) 2c/3 was 68%. 501 patients received tissue plasminogen activator (tPA) (37%). 267 patients (20%) had a large artery atherosclerosis (LAA) source, 662 (49%) a cardioembolic (CE) source, 301 (22%) were cryptogenic, and the remainder had other identifiable sources including hypercoagulable state or dissection. LAA thrombi had a higher mean RBC density (46±23% vs 42±22%, p=0.01) and a lower platelet density (24±18% vs 27±18%, p=0.03) than CE thrombi. Clots from dissection patients had the highest mean RBC density (50±24%) while clots from patients with a hypercoagulable state had the lowest mean RBC density (26±21%). CONCLUSIONS Our study found statistically significant but clinically insignificant differences between clots of CE and LAA etiologies. Future studies should emphasize molecular, proteomic and immunohistochemical characteristics to determine links between clot composition and etiology.
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Affiliation(s)
- Waleed Brinjikji
- Radiology, Mayo Clinic, Rochester, Minnesota, USA .,Neurosurgery, Mayo Clinic Rochester, Rochester, Minnesota, USA
| | - Raul G Nogueira
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Peter Kvamme
- Radiology, University of Tennessee Medical Center, Knoxville, Tennessee, USA
| | - Kennith F Layton
- NeuroInterventional Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | | | - Ricardo A Hanel
- Neurosurgery, Baptist Medical Center Jacksonville, Jacksonville, Florida, USA
| | - Vitor Mendes Pereira
- Division of Neuroradiology, Department of Medical Imaging and Division of Neurosurgery, Department of Surgery, University Health Network - Toronto Western Hospital, Toronto, Ontario, Canada
| | | | - Albert J Yoo
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Babak S Jahromi
- Neurosurgery and Radiology, Northwestern University, Chicago, Illinois, USA
| | - Matthew J Gounis
- Radiology, New England Center for Stroke Research, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Biraj Patel
- Radiology, Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Mehdi Abbasi
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Seán Fitzgerald
- CÚRAM-SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland.,Physiology Department, National University of Ireland Galway, Galway, Ireland
| | - Oana Madalina Mereuta
- CÚRAM-SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland.,Physiology Department, National University of Ireland Galway, Galway, Ireland
| | - Daying Dai
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Karen Doyle
- CÚRAM-SFI Research Centre for Medical Devices, National University of Ireland Galway, Galway, Ireland.,Physiology Department, National University of Ireland Galway, Galway, Ireland
| | - Luis Savastano
- Neurosurgery, Mayo Clinic Rochester, Rochester, Minnesota, USA
| | | | - Diogo C Haussen
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | | | - Leonardo Pisani
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Ike C Thacker
- NeuroInterventional Radiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Yasha Kayan
- Interventional Neuroradiology, Abbot Northwestern Hospital, 55435, Minnesota, USA
| | - Alexander Copelan
- Interventional Neuroradiology, Abbot Northwestern Hospital, 55435, Minnesota, USA
| | - Amin Aghaebrahim
- Neurosurgery, Baptist Medical Center Jacksonville, Jacksonville, Florida, USA
| | - Eric Sauvageau
- Neurosurgery, Baptist Medical Center Jacksonville, Jacksonville, Florida, USA
| | - Andrew M Demchuk
- Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Parita Bhuva
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Jazba Soomro
- Neurointervention, Texas Stroke Institute, Plano, Texas, USA
| | - Pouya Nazari
- Neurosurgery and Radiology, Northwestern University, Chicago, Illinois, USA
| | | | - Ajit S Puri
- Radiology, University of Massachusetts, Worcester, Massachusetts, USA
| | - John Entwistle
- Radiology, Neurosurgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Eric C Polley
- Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine, Rochester, MN, USA
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Liu HC, Abbasi M, Ding YH, Polley EC, Fitzgerald S, Kadirvel R, Kallmes DF, Brinjikji W, Urban MW. Characterizing thrombus with multiple red blood cell compositions by optical coherence tomography attenuation coefficient. JOURNAL OF BIOPHOTONICS 2021; 14:e202000364. [PMID: 33314731 PMCID: PMC8258800 DOI: 10.1002/jbio.202000364] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 12/08/2020] [Accepted: 12/09/2020] [Indexed: 06/12/2023]
Abstract
Embolectomy is one of the emergency procedures performed to remove emboli. Assessing the composition of human blood clots is an important diagnostic factor and could provide guidance for an appropriate treatment strategy for interventional physicians. Immunostaining has been used to identity compositions of clots as a gold-standard procedure, but it is time-consuming and cannot be performed in situ. Here, we proposed that the optical attenuation coefficient of optical coherence tomography (OCT) can be a reliable indicator as a new imaging modality to differentiate clot compositions. Fifteen human blood clots with multiple red blood cell (RBC) compositions from 21% to 95% were prepared using healthy human whole blood. A homogeneous gelatin phantom experiment and numerical simulation based on the Lambert-Beer's law were examined to verify the validity of the attenuation coefficient estimation. The results displayed that optical attenuation coefficients were strongly correlated with RBC compositions. We reported that attenuation coefficients could be a promising biomarker to guide the choice of an appropriate interventional device in a clinical setting and assist in characterizing blood clots.
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Affiliation(s)
- Hsiao-Chuan Liu
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Mehdi Abbasi
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Yong Hong Ding
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Eric C. Polley
- Health Sciences Research, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Seán Fitzgerald
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
- Deptartment of Physiology, National University of Ireland Galway, University Road, Galway, Ireland
| | - Ramanathan Kadirvel
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - David F. Kallmes
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Matthew W. Urban
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
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47
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Ding Y, Abbasi M, Eltanahy AM, Jakaitis DR, Dai D, Kadirvel R, Kallmes DF, Brinjikji W. Assessment of Blood Clot Composition by Spectral Optical Coherence Tomography: An In Vitro Study. Neurointervention 2021; 16:29-33. [PMID: 33296954 PMCID: PMC7946555 DOI: 10.5469/neuroint.2020.00297] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 10/28/2020] [Accepted: 11/12/2020] [Indexed: 12/02/2022] Open
Abstract
PURPOSE Optical coherence tomography (OCT) has the potential for in vivo clot composition characterization in difficult mechanical embolectomy cases. We performed an in vitro study to determine the OCT characteristics of red blood cells (RBCs) and fibrin rich clots. MATERIALS AND METHODS Analogues of 5 compositions of clots (5% to 95% RBCs from Group A to E) were created from human blood. The blood mixture was injected into the bifurcation of a 3D printed bifurcated silicone tube. The OPTISTM Integrated System (St. Jude Medical Inc.) was used to identify the magnitude of OCT signals from different compositions of clots. Martius Scarlett Blue trichrome (MSB) staining was performed to confirm the composition of RBCs and fibrin in each clot. RESULTS Group A and B showed less signal attenuation (less than 30%) from its surface to the inside, which indicated high penetration (low-back scattering). Group C indicated intermediate signal attenuation (60%) from its surface to inside the clots, in which signals were found even at the periphery of the clot. Group D and E were superficially signal rich with more signal attenuation (more than 80%) from its surface to the inside indicating low penetration (high-back scattering). Signal-free shadowing was shown in 3 clots in Group E. MSB staining indicated color change (from red in fibrin-rich clots to yellow in RBC-rich clots). CONCLUSION Different compositions of clots can be assessed using OCT. Fibrin-rich clots have homogeneous signals with high penetration, while RBC-rich clots can be recognized as superficially signal rich with low penetration.
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Affiliation(s)
- Yonghong Ding
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Mehdi Abbasi
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Ahmed M. Eltanahy
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Daniel R. Jakaitis
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Daying Dai
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Ramanathan Kadirvel
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - David F. Kallmes
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Waleed Brinjikji
- Neuroradiology Research Laboratory, Department of Radiology, Mayo Clinic, Rochester, MN, USA
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Liu HC, Abbasi M, Ding YH, Roy T, Capriotti M, Liu Y, Fitzgerald S, Doyle KM, Guddati M, Urban MW, Brinjikji W. Characterizing blood clots using acoustic radiation force optical coherence elastography and ultrasound shear wave elastography. Phys Med Biol 2021; 66:035013. [PMID: 33202384 PMCID: PMC7880883 DOI: 10.1088/1361-6560/abcb1e] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Thromboembolism in a cerebral blood vessel is associated with high morbidity and mortality. Mechanical thrombectomy (MT) is one of the emergenc proceduresperformed to remove emboli. However, the interventional approaches such as aspiration catheters or stent retriever are empirically selected. An inappropriate selection of surgical devices can influence the success rate during embolectomy, which can lead to an increase in brain damage. There has been growing interest in the study of clot composition and using a priori knowledge of clot composition to provide guidance for an appropriate treatment strategy for interventional physicians. Developing imaging tools which can allow interventionalists to understand clot composition could affect management and device strategy. In this study, we investigated how clots of different compositions can be characterized by using acoustic radiation force optical coherence elastography (ARF-OCE) and compared with ultrasound shear wave elastography (SWE). Five different clots compositions using human blood were fabricated into cylindrical forms from fibrin-rich (21% red blood cells, RBCs) to RBC-rich (95% RBCs). Using the ARF-OCE and SWE, we characterized the wave velocities measured in the time-domain. In addition, the semi-analytical finite element model was used to explore the relationship between the phase velocities with various frequency ranges and diameters of the clots. The study demonstrated that the wave group velocities generally decrease as RBC content increases in ARF-OCE and SWE. The correlation of the group velocities from the OCE and SWE methods represented a good agreement as RBC composition is larger than 39%. Using the phase velocity dispersion analysis applied to ARF-OCE data, we estimated the shear wave velocities decoupling the effects of the geometry and material properties of the clots. The study demonstrated that the composition of the clots can be characterized by elastographic methods using ARF-OCE and SWE, and OCE demonstrated better ability to discriminate between clots of different RBC compositions, compared to the ultrasound-based approach, especially in clots with low RBC compositions.
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Affiliation(s)
- Hsiao-Chuan Liu
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
- Author to whom any correspondence should be addressed
| | - Mehdi Abbasi
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
| | - Yong Hong Ding
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
| | - Tuhin Roy
- Department of Civil Engineering, North Carolina State University, Raleigh, NC 27695, United States of America
| | - Margherita Capriotti
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
| | - Yang Liu
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
| | - Seán Fitzgerald
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
- Department of Physiology, National University of Ireland Galway, Galway, Ireland
| | - Karen M Doyle
- Department of Physiology, National University of Ireland Galway, Galway, Ireland
| | - Murthy Guddati
- Department of Civil Engineering, North Carolina State University, Raleigh, NC 27695, United States of America
| | - Matthew W Urban
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
- Department of Physiology and Biomedical Engineering, Mayo Clinic in Rochester, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Minnesota, 200 First St SW, Rochester, MN 55905, United States of America
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Ding Y, Dai D, Rouchaud A, Janot K, Asnafi S, Kallmes DF, Kadirvel R. WEB Device Shape Changes in Elastase-Induced Aneurysms in Rabbits. AJNR Am J Neuroradiol 2021; 42:334-339. [PMID: 33303525 PMCID: PMC7872195 DOI: 10.3174/ajnr.a6899] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 09/05/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND AND PURPOSE While WEB devices have been shown to be safe and effective for aneurysm treatment, WEB-shape modification compression has been associated with incomplete aneurysm occlusion. We explored the relationship between occlusion rates and WEB-shape modification in different WEB device types in an experimental aneurysm model. MATERIALS AND METHODS Elastase-induced aneurysms were created in rabbits and treated with dual-layer (n = 12), single-layer (n = 12), or single-layer sphere (n = 12) WEB devices. Aneurysms were followed up either at 3 or 12 months. Angiographic occlusion was graded using the WEB Occlusion Scale: grade I, complete; grade II, complete but recess filling; grade III, residual neck; or grade IV, residual aneurysm. WEB-shape modification and histologic features were also analyzed. RESULTS Grade I or II occlusion was seen in 16 (44%) aneurysms, and grade I, II, or III ("adequate") occlusion was observed in 22 (61.1%) aneurysms at follow-up. WEB-shape modification was observed in 22 (61.1%) aneurysms. WEB-shape modification was higher in single-layer (9/12) and dual-layer (10/12) devices compared with single-layer sphere devices (3/12). Aneurysms with WEB-shape modification had a higher level of thrombus organization in the dome compared with those without WEB-shape modification (68% [15/22] versus 50% [7/14]). WEB-shape modification was not correlated with angiographic or histologic outcomes but was significantly correlated with levels of fibrosis and smooth muscle cells in the aneurysm. CONCLUSIONS WEB-shape modification is not associated with incomplete aneurysm occlusion of WEB devices in the rabbit model but may be related to connective tissue formation and the healing response to WEB device implantation.
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Affiliation(s)
- Y Ding
- From the Department of Radiology (Y.D., D.D., S.A., D.F.K., R.K.), Mayo Clinic, Rochester, Minnesota
| | - D Dai
- From the Department of Radiology (Y.D., D.D., S.A., D.F.K., R.K.), Mayo Clinic, Rochester, Minnesota
| | - A Rouchaud
- Department of Interventional Neuroradiology (A.R.), University Hospital, Limoges, France
| | - K Janot
- Neuroradiology Department (K.J.), University Hospital of Tours, Tours, France
| | - S Asnafi
- From the Department of Radiology (Y.D., D.D., S.A., D.F.K., R.K.), Mayo Clinic, Rochester, Minnesota
- Department of Radiology (S.A.), Emory University, Atlanta, Georgia
| | - D F Kallmes
- From the Department of Radiology (Y.D., D.D., S.A., D.F.K., R.K.), Mayo Clinic, Rochester, Minnesota
| | - R Kadirvel
- From the Department of Radiology (Y.D., D.D., S.A., D.F.K., R.K.), Mayo Clinic, Rochester, Minnesota
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Patel TR, Fricano S, Waqas M, Tso M, Dmytriw AA, Mokin M, Kolega J, Tomaszewski J, Levy EI, Davies JM, Snyder KV, Siddiqui AH, Tutino VM. Increased Perviousness on CT for Acute Ischemic Stroke is Associated with Fibrin/Platelet-Rich Clots. AJNR Am J Neuroradiol 2021; 42:57-64. [PMID: 33243895 PMCID: PMC7814781 DOI: 10.3174/ajnr.a6866] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 08/21/2020] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Clot perviousness in acute ischemic stroke is a potential CT imaging biomarker for mechanical thrombectomy efficacy. We investigated the association among perviousness, clot cellular composition, and first-pass effect. MATERIALS AND METHODS In 40 mechanical thrombectomy-treated cases of acute ischemic stroke, we calculated perviousness as the difference in clot density on CT angiography and noncontrast CT. We assessed the proportion of fibrin/platelet aggregates, red blood cells, and white blood cells on clot histopathology. We tested for linear correlation between histologic components and perviousness, differences in components between "high" and "low" pervious clots defined by median perviousness, and differences in perviousness/composition between cases that did and did not achieve a first-pass effect. RESULTS Perviousness significantly positively and negatively correlated with the percentage of fibrin/platelet aggregates (P = .001) and the percentage of red blood cells (P = .001), respectively. Higher pervious clots had significantly greater fibrin/platelet aggregate content (P = .042). Cases that achieved a first-pass effect (n = 14) had lower perviousness, though not significantly (P = .055). The percentage of red blood cells was significantly higher (P = .028) and the percentage of fibrin/platelet aggregates was significantly lower (P = .016) in cases with a first-pass effect. There was no association between clot density on NCCT and clot composition or first-pass effect. Receiver operating characteristic analysis indicated that clot composition was the best predictor of first-pass effect (area under receiver operating characteristic curve: percentage of fibrin/platelet aggregates = 0.731, percentage of red blood cells = 0.706, perviousness = 0.668). CONCLUSIONS Clot perviousness on CT is associated with a higher percentage of fibrin/platelet aggregate content. Histologic data and, to a lesser degree, perviousness may have value in predicting first-pass outcome. Imaging metrics that more strongly reflect clot biology than perviousness may be needed to predict a first-pass effect with high accuracy.
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Affiliation(s)
- T R Patel
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Department of Mechanical and Aerospace Engineering (T.R.P., V.M.T.)
| | - S Fricano
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Pathology and Anatomical Sciences (S.F., J.K., J.T., V.M.T.)
| | - M Waqas
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Neurosurgery (M.W., M.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
| | - M Tso
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Neurosurgery (M.W., M.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
| | - A A Dmytriw
- Department of Medical Imaging (A.A.D.), University of Toronto, Toronto, Ontario, Canada
| | - M Mokin
- Department of Neurosurgery (M.M.), University of South Florida, Tampa, Florida
| | - J Kolega
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Pathology and Anatomical Sciences (S.F., J.K., J.T., V.M.T.)
| | - J Tomaszewski
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Pathology and Anatomical Sciences (S.F., J.K., J.T., V.M.T.)
| | - E I Levy
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Neurosurgery (M.W., M.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
| | - J M Davies
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Neurosurgery (M.W., M.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Biomedical Informatics (J.M.D.), University at Buffalo, Buffalo, New York
| | - K V Snyder
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Neurosurgery (M.W., M.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
| | - A H Siddiqui
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Neurosurgery (M.W., M.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
| | - V M Tutino
- From the Canon Stroke and Vascular Research Center (T.R.P., S.F., M.W., M.T., J.K., J.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Department of Mechanical and Aerospace Engineering (T.R.P., V.M.T.)
- Pathology and Anatomical Sciences (S.F., J.K., J.T., V.M.T.)
- Neurosurgery (M.W., M.T., E.I.L., J.M.D., K.V.S., A.H.S., V.M.T.)
- Biomedical Engineering (V.M.T.)
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