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Zaidat OO, Ikeme S, Sheth SA, Yoshimura S, Yang XG, Brinjikji W, Kallmes DF, Brouwer P, Pederson J, Tarchand R, Steffenson A, Kallmes KM, Touchette J, Andersson T. MASTRO I: Meta-Analysis and Systematic Review of thrombectomy stent retriever outcomes: comparing functional, safety and recanalization outcomes between EmboTrap, Solitaire and Trevo in acute ischemic stroke. J Comp Eff Res 2023; 12:e230001. [PMID: 37039285 PMCID: PMC10402757 DOI: 10.57264/cer-2023-0001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 03/02/2023] [Indexed: 04/12/2023] Open
Abstract
Aim: Stent-retriever (SR) thrombectomy has demonstrated superior outcomes in patients with acute ischemic stroke compared with medical management alone, but differences among SRs remain unexplored. We conducted a Systematic Review/Meta-Analysis to compare outcomes between three SRs: EmboTrap®, Solitaire™, and Trevo®. Methods: We conducted a PRISMA-compliant Systematic Review among English-language studies published after 2014 in PubMed/MEDLINE that reported SRs in ≥25 patients. Functional and safety outcomes included 90-day modified Rankin scale (mRS 0-2), mortality, symptomatic intracranial hemorrhage (sICH), and embolization to new territory (ENT). Recanalization outcomes included modified thrombolysis in cerebral infarction (mTICI) and first-pass recanalization (FPR). We used a random effects Meta-Analysis to compare outcomes; subgroup and outlier-influencer analysis were performed to explore heterogeneity. Results: Fifty-one articles comprising 9,804 patients were included. EmboTrap had statistically significantly higher rates of mRS 0-2 (57.4%) compared with Trevo (50.0%, p = 0.013) and Solitaire (45.3%, p < 0.001). Compared with Solitaire (20.4%), EmboTrap (11.2%, p < 0.001) and Trevo (14.5%, p = 0.018) had statistically significantly lower mortality. Compared with Solitaire (7.7%), EmboTrap (3.9%, p = 0.028) and Trevo (4.6%, p = 0.049) had statistically significantly lower rates of sICH. There were no significant differences in ENT rates across all three devices (6.0% for EmboTrap, 5.3% for Trevo, and 7.7% for Solitaire, p = 0.518). EmboTrap had numerically higher rates of recanalization; however, no statistically significant differences were found. Conclusion: The results of our Systematic Review/Meta-Analysis suggest that EmboTrap may be associated with significantly improved functional outcomes compared with Solitaire and Trevo. EmboTrap and Trevo may be associated with significantly lower rates of sICH and mortality compared with Solitaire. No significant differences in recanalization and ENT rates were found. These conclusions are tempered by limitations of the analysis including variations in thrombectomy techniques in the field, highlighting the need for multi-arm RCT studies comparing different SR devices to confirm our findings.
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Affiliation(s)
| | - Shelly Ikeme
- Cardiovascular & Specialty Solutions Group, CERENOVUS, Irvine, CA 92618, USA
| | - Sunil A Sheth
- Department of Neurology, UTHealth McGovern Medical School, Houston, TX 77030, USA
| | - Shinichi Yoshimura
- Department of Neurosurgery, Hyogo College of Medicine, Hyogo, 663-8131, Japan
| | - Xin-guang Yang
- Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, 510123, China
| | | | - David F Kallmes
- Department of Radiology, Mayo Clinic, Rochester, MN 55902, USA
| | - Patrick Brouwer
- Cardiovascular & Specialty Solutions Group, CERENOVUS, Irvine, CA 92618, USA
| | | | | | | | - Kevin M Kallmes
- Superior Medical Experts, St. Paul, MN 55117, USA
- Nested Knowledge, Inc., St. Paul, MN 55117, USA
| | | | - Tommy Andersson
- Medical Imaging, AZ Groeninge, 8500, Kortrijk, Belgium
- Neuroradiology, Karolinska University Hospital & Clinical Neuroscience Karolinska Institute, 171 77, Stockholm, Sweden
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Baek JH, Kim BM, Suh SH, Jeon HJ, Ihm EH, Park H, Kim CH, Cha SH, Choi CH, Yi KS, Kim JH, Suh S, Kim B, Chang Y, Kim SY, Oh JS, Heo JH, Kim DJ, Nam HS, Kim YD. First-Pass Recanalization with EmboTrap II in Acute Ischemic Stroke (FREE-AIS): A Multicenter Prospective Study. Korean J Radiol 2023; 24:145-154. [PMID: 36725355 PMCID: PMC9892223 DOI: 10.3348/kjr.2022.0618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 11/18/2022] [Accepted: 12/11/2022] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE We aimed to evaluate the efficacy of EmboTrap II in terms of first-pass recanalization and to determine whether it could yield favorable outcomes. MATERIALS AND METHODS In this multicenter, prospective study, we consecutively enrolled patients who underwent mechanical thrombectomy using EmboTrap II as a front-line device. The primary outcome was the first pass effect (FPE) rate defined by modified Thrombolysis In Cerebral Infarction (mTICI) grade 2c or 3 by the first pass of EmboTrap II. In addition, modified FPE (mFPE; mTICI grade 2b-3 by the first pass of EmboTrap II), successful recanalization (final mTICI grade 2b-3), and clinical outcomes were assessed. We also analyzed the effect of FPE on a modified Rankin Scale (mRS) score of 0-2 at 3 months. RESULTS Two hundred-ten patients (mean age ± standard deviation, 73.3 ± 11.4 years; male, 55.7%) were included. Ninety-nine patients (47.1%) had FPE, and mFPE was achieved in 150 (71.4%) patients. Successful recanalization was achieved in 191 (91.0%) patients. Among them, 164 (85.9%) patients underwent successful recanalization by exclusively using EmboTrap II. The time from groin puncture to FPE was 25.0 minutes (interquartile range, 17.0-35.0 minutes). Procedure-related complications were observed in seven (3.3%) patients. Symptomatic intracranial hemorrhage developed in 14 (6.7%) patients. One hundred twenty-three (58.9% of 209 completely followed) patients had an mRS score of 0-2. Sixteen (7.7% of 209) patients died during the follow-up period. Patients who had successful recanalization with FPE were four times more likely to have an mRS score of 0-2 than those who had successful recanalization without FPE (adjusted odds ratio, 4.13; 95% confidence interval, 1.59-10.8; p = 0.004). CONCLUSION Mechanical thrombectomy using the front-line EmboTrap II is effective and safe. In particular, FPE rates were high. Achieving FPE was important for an mRS score of 0-2, even in patients with successful recanalization.
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Affiliation(s)
- Jang-Hyun Baek
- Department of Neurology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Neurology, Severance Stroke Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Byung Moon Kim
- Interventional Neuroradiology, Department of Radiology, Severance Stroke Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
| | - Sang Hyun Suh
- Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hong-Jun Jeon
- Department of Neurosurgery, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Eun Hyun Ihm
- Department of Neurosurgery, Andong Hospital, Andong, Korea
| | - Hyungjong Park
- Department of Neurology, Keimyung University Dongsan Medical Center, Keimyung University School of Medicine, Daegu, Korea
| | - Chang-Hyun Kim
- Department of Neurosurgery, Keimyung University Dongsan Medical Center, Keimyung University School of Medicine, Daegu, Korea
| | - Sang-Hoon Cha
- Department of Radiology, Chungbuk National University Hospital, Cheongju, Korea.,College of Medicine and Medical Research Institute, Chungbuk National University, Cheongju, Korea
| | - Chi-Hoon Choi
- Department of Radiology, Chungbuk National University Hospital, Cheongju, Korea.,College of Medicine and Medical Research Institute, Chungbuk National University, Cheongju, Korea
| | - Kyung Sik Yi
- Department of Radiology, Chungbuk National University Hospital, Cheongju, Korea
| | - Jun-Hwee Kim
- Department of Radiology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
| | - Sangil Suh
- Department of Radiology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Byungjun Kim
- Department of Radiology, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Yoonkyung Chang
- Department of Neurology, Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea
| | - So Yeon Kim
- Department of Neurosurgery, International St. Mary’s Hospital, Catholic Kwandong University, Incheon, Korea
| | - Jae Sang Oh
- Department of Neurosurgery, College of Medicine, Soonchunhyang University, Cheonan Hospital, Cheonan, Korea
| | - Ji Hoe Heo
- Department of Neurology, Severance Stroke Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Dong Joon Kim
- Interventional Neuroradiology, Department of Radiology, Severance Stroke Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hyo Suk Nam
- Department of Neurology, Severance Stroke Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Young Dae Kim
- Department of Neurology, Severance Stroke Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Pierre K, Perez-Vega C, Fusco A, Olowofela B, Hatem R, Elyazeed M, Azab M, Lucke-Wold B. Updates in mechanical thrombectomy. Explor Neurosci 2022; 1:83-99. [PMID: 36655054 PMCID: PMC9845048 DOI: 10.37349/en.2022.00007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 09/26/2022] [Indexed: 01/01/2023]
Abstract
Stroke is a leading cause of morbidity and mortality. The advent of mechanical thrombectomy has largely improved patient outcomes. This article reviews the features and outcomes associated with aspiration, stent retrievers, and combination catheters used in current practice. There is also a discussion on clinical considerations based on anatomical features and clot composition. The reperfusion grading scale and outcome metrics commonly used following thrombectomy when a patient is still in the hospital are reviewed. Lastly, there are proposed discharge and outpatient follow-up goals in caring for patients hospitalized for a stroke.
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Affiliation(s)
- Kevin Pierre
- Department of Radiology, University of Florida, Gainesville, FL 32608, USA
| | - Carlos Perez-Vega
- Department of Neurosurgery, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Anna Fusco
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Bankole Olowofela
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Rami Hatem
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Mohammed Elyazeed
- Department of Neurosurgery, University of Florida, Gainesville, FL 32608, USA
| | - Mohammed Azab
- Biomolecular Sciences Graduate Program, Boise State University, Boise, ID 83725, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32608, USA
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Omrani O, Hafezi-Bakhtiari N, DeSouza P, Nikola C, Wong K, Lansley J, Dhillon P, Makalanda L, Chan N, Harrison T, Andrews A, Siow I, Lee KS, Yeo L, Spooner O, Bhogal P. The initial experience with the Embotrap III stent-retriever in a real world setting. Interv Neuroradiol 2022:15910199221142097. [PMID: 36523190 DOI: 10.1177/15910199221142097] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024] Open
Abstract
MATERIALS AND METHODS We performed a retrospective review of our prospectively maintained database to identify all patients treated with the Embotrap 3 stent-retriever between January 2021 and January 2022. We recorded the baseline demographics, NIHSS, ASPECT score and clot characteristics, first pass and final eTICI scores, complications and 90 day mRS. RESULTS One hundred and ten patients met the inclusion criteria, average age 69 ± 14 years, 50% were male (n = 55). The median NIHSS at presentation was 18 (range 3-30) and 58.2% received IV tPA prior to MT. The median ASPECT score on plain CT was 8 with average clot length 20.2 ± 14.8 mm (n = 93). The first pass effect (FPE) was seen in 41.8% of cases with modified FPE seen in 59.1%. A 24-hour CT scan (n = 97) showed median ASPECTs of 7. 43.8% of patients achieve mRS ≤ 2 at 90-day mRS (n = 64). CONCLUSION The Embotrap 3 stent-retriever has a high rate of FPE and final recanalization in this real world cohort of patients.
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Affiliation(s)
- Osama Omrani
- Department of Radiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Nema Hafezi-Bakhtiari
- Department of Radiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Peter DeSouza
- Department of Diagnostic Neuroradiology, Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Christos Nikola
- Department of Stroke Medicine, Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Ken Wong
- Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Joseph Lansley
- Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Permesh Dhillon
- Department of Interventional Neuroradiology, Queens Medical Centre, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Levansri Makalanda
- Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Nathan Chan
- Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Thomas Harrison
- Department of Stroke Medicine, Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Alex Andrews
- Department of Stroke Medicine, Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Isabel Siow
- 63751Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Keng Siang Lee
- 152331Bristol Medical School, University of Bristol, Bristol, UK
| | - Leonard Yeo
- Division of Neurology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Oliver Spooner
- Department of Stroke Medicine, Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
| | - Pervinder Bhogal
- Department of Interventional Neuroradiology, 112001The Royal London Hospital, Barts NHS Trust, London, UK
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5
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Bai X, Fu Z, Sun Z, Xu R, Guo X, Tian Q, Dmytriw AA, Zhao H, Wang W, Wang X, Patel AB, Yang B, Jiao L. Thrombectomy Using the EmboTrap Clot-Retrieving Device for the Treatment of Acute Ischemic Stroke: A Glimpse of Clinical Evidence. AJNR Am J Neuroradiol 2022; 43:1736-1742. [PMID: 36456081 DOI: 10.3174/ajnr.a7708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 10/11/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND The EmboTrap Recanalization Device is a novel stent retriever for thrombectomy in the setting of acute ischemic stroke due to large-vessel occlusion. PURPOSE Our aim was to summarize the safety and efficacy of the EmboTrap Recanalization Device in acute ischemic stroke-large-vessel occlusion through a systematic review and meta-analysis. DATA SOURCES Medline, EMBASE, the Cochrane Library, Web of Science, and Google Scholar were searched up to April 2022. STUDY SELECTION Nine observational studies using the EmboTrap Recanalization Device were selected. DATA ANALYSIS We adapted effect size with 95% CIs for dichotomous data. P value <.05 was statistically significant. DATA SYNTHESIS The estimated rate of successful recanalization (modified TICI 2b-3) was 90% (95% CI, 86%-95%; I 2 = 82.4%); 90-day favorable outcome (mRS 0-2), 53% (95% CI, 42%-63%; I 2 = 88.6%); modified first-pass effect, 43% (95% CI, 35%-51%; I 2 = 63.7%); and first-pass effect, 36% (95% CI, 29%-46%; I 2 = 10.7%). The rate of any intracerebral hemorrhage was 19% (95% CI, 16%-22%; I 2 = 0.0%); symptomatic intracerebral hemorrhage, 5% (95% CI, 1%-8%; I 2 = 84.6%); and 90-day mortality, 14% (95% CI, 9%-19%; I 2 = 79.3%). Subgroup analysis showed higher rates of complete recanalization for EmboTrap II than for the EmboTrap System. LIMITATIONS The included studies are single-arm without direct comparison with other stent retrievers. Some of the studies recruited had a small sample size and were limited by the retrospective study design. In addition, the uncertain heterogeneity among studies was high. CONCLUSIONS The EmboTrap Recanalization Device is safe and efficient in treating acute ischemic stroke due to large-vessel occlusion.
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Affiliation(s)
- X Bai
- From the Departments of Neurosurgery (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.).,China International Neuroscience Institute (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.), Beijing, China
| | - Z Fu
- From the Departments of Neurosurgery (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.).,China International Neuroscience Institute (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.), Beijing, China
| | - Z Sun
- From the Departments of Neurosurgery (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.).,China International Neuroscience Institute (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.), Beijing, China
| | - R Xu
- From the Departments of Neurosurgery (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.).,China International Neuroscience Institute (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.), Beijing, China
| | - X Guo
- Department of Neurology (X.G.), Loma Linda University Health, Loma Linda, California
| | - Q Tian
- Beijing Key Laboratory of Clinical Epidemiology (Q.T.), School of Public Health, Capital Medical University, Beijing, China
| | - A A Dmytriw
- Neuroendovascular Program (A.A.D.), Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - H Zhao
- From the Departments of Neurosurgery (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.).,China International Neuroscience Institute (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.), Beijing, China
| | - W Wang
- Library (W.W., X.W., A.B.P.)
| | - X Wang
- Library (W.W., X.W., A.B.P.)
| | | | - B Yang
- From the Departments of Neurosurgery (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.).,China International Neuroscience Institute (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.), Beijing, China
| | - L Jiao
- From the Departments of Neurosurgery (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.) .,Interventional Neuroradiology (L.J.), Xuanwu Hospital, Capital Medical University, Xicheng District, Beijing, China.,China International Neuroscience Institute (X.B., Z.F., Z.S., R.X., H.Z., B.Y., L.J.), Beijing, China
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6
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Liu H, He Y, Zhou T, Zhu L, Zhao Y, Ding Y, He Y, Li T. Evaluation of using a double helical, closed-cell stent-retriever (Skyflow) for thrombectomy procedures in acute arterial occlusion: A preclinical study and a clinical trial. J Interv Med 2022; 5:190-195. [DOI: 10.1016/j.jimed.2022.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 08/30/2022] [Accepted: 09/05/2022] [Indexed: 11/29/2022] Open
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7
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Brinjikji W, Ikeme S, Kottenmeier E, Khaled A, M S, Khanna R. Real-world outcomes associated with the use of the EmboTrap revascularization device for ischemic stroke in the United States. J Neurointerv Surg 2021; 14:1068-1072. [PMID: 34750107 DOI: 10.1136/neurintsurg-2021-018175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 10/20/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND Mechanical thrombectomy (MT) has become the standard of care for the treatment of acute ischemic stroke (AIS). The EmboTrap revascularization device (CERENOVUS, Johnson & Johnson Medical Devices, Irvine, California, USA) has an innovative, dual layer feature designed to facilitate thrombus retrieval. OBJECTIVE To investigate the real-world clinical and economic outcomes among patients with AIS undergoing MT using the EmboTrap device in the United States (US). METHODS Adult patients (≥18 years) who underwent MT for AIS using the EmboTrap device between July 2018 and December 2020 were identified from the Premier Healthcare Database. Patient outcomes included discharge status (including in-hospital mortality), mean length of stay (LOS), intracranial hemorrhage (ICH), mean hospital costs, and 30-day readmissions (all-cause, cardiovascular (CV)-related, and AIS-related). RESULTS A total of 318 patients (mean age 68.5±14.6 years) with AIS treated with the EmboTrap device as the only stent retriever used were identified. Approximately 25% of patients were discharged to home/home health organization, and the in-hospital mortality rate was 10.7%. The rate of ICH was 16.7%. Mean hospital LOS was 9.9±11.3 days, and the mean hospital costs were US$47 367±30 297. The 30-day readmission rate was 9.6% for all-causes, 5.9% for CV-related causes, and 2.6% for AIS-related causes. CONCLUSIONS This is the first study in the US to report real-world outcomes sourced by retrospective database analysis among patients with AIS undergoing MT using the EmboTrap device. Further research is needed to better understand performance of the EmboTrap device in real-world settings.
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Affiliation(s)
| | - Shelly Ikeme
- Franchise Health Economics and Market Access, Johnson and Johnson, Irvine, California, USA
| | - Emilie Kottenmeier
- Franchise Health Economics and Market Access, Johnson and Johnson, Irvine, California, USA
| | - Alia Khaled
- Franchise Health Economics and Market Access, Johnson and Johnson, Irvine, California, USA
| | - Sidharth M
- Mu Sigma, Inc, Bangalore, Karnataka, India
| | - Rahul Khanna
- Medical Device Epidemiology and Real-World Data Sciences, Johnson and Johnson, New Brunswick, New Jersey, USA
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