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Janßen A, Pardey N, Zeidler J, Krauth C, Blaser J, Oedingen C, Worthmann H. Support by telestroke networks is associated with increased intravenous thrombolysis and reduced hospital transfers: A german claims data analysis. HEALTH ECONOMICS REVIEW 2024; 14:100. [PMID: 39604598 PMCID: PMC11603936 DOI: 10.1186/s13561-024-00577-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 11/14/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Acute stroke treatment is time-critical. To provide qualified stroke care in areas without 24/7 availability of a stroke neurologist, the concept of teleneurology was established, which is based on remote video communication through telemedicine organized by telestroke networks. Data on the effectiveness and efficiency of stroke treatment via teleneurology is very scarce and is therefore partly questioned in the healthcare sector. The aim was to evaluate stroke care in hospitals with and without teleneurology in Northern Germany. METHODS We conducted a retrospective case-control data analysis using health insurance claims data for the years 2018 to 2021. Based on pre-defined criteria, two models were defined and clinical as well as health economic parameters were compared. In model 1, we compared patients from hospitals with and without support by a telestroke network, while in model 2, we compared patients from hospitals with and without support by a telestroke network, including only districts without a certified stroke unit. Assessed parameters were age, length of stay, patients' comorbidities, inpatient costs, reasons for discharge, qualified stroke care treatment according to operation and procedure codes (OPS) and intravenous thrombolysis (IVT) rates. RESULTS Hospitals supported by a telestroke network improved their rate of stroke care according to OPS and increased more than three-fold their IVT rate (p = 0.042). In comparison, patients from hospitals with support by a telestroke network had a higher number and rate of qualified stroke care according to OPS (model 1: 73.6% vs 2.2%, p < 0.001 and model 2: 57.0% vs 3.8%, p < 0.001), higher rate of IVT (model 1: 9.5% vs. 0.0%, p = 0.027 and model 2: 10.3% vs 0.0%, p = 0.056) and a lower rate of secondary transfers to another hospital (model 1: 5.9% vs. 28.9%, p < 0.001 and model 2: 5.6% vs 30.1%, p < 0.001). Inpatient costs were lower in cases treated in hospitals with support by a telestroke network (model 1: 4,476€ vs. 5,549€, p = 0.03 and model 2: 4,374€ vs. 5,309€, p = 0.02). In multivariate analysis costs were independently associated with length of stay and patient transfer to another hospital but not with support by a telestroke network. CONCLUSION Hospitals with support by a telestroke network are associated with improved qualified stroke care resulting in higher rates of IVT and stroke care according to OPS codes as well as lower rates of onward transfers. Costs per patient were independently associated with transfer rates and length of hospital stay.
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Affiliation(s)
| | - Nicolas Pardey
- Leibniz University Hannover, Hannover, Germany
- Center for Health Economics Research Hannover (CHERH), Hannover, Germany
| | - Jan Zeidler
- Leibniz University Hannover, Hannover, Germany
- Center for Health Economics Research Hannover (CHERH), Hannover, Germany
| | - Christian Krauth
- Center for Health Economics Research Hannover (CHERH), Hannover, Germany
- Institute for Epidemiology, Hannover Medical School, Social Medicine and Health Systems Research, Hannover, Germany
| | - Jochen Blaser
- Techniker Krankenkasse (Health Insurance)-Representative Office of Lower Saxony, Hannover, Germany
| | - Carina Oedingen
- Institute for Epidemiology, Hannover Medical School, Social Medicine and Health Systems Research, Hannover, Germany
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Hans Worthmann
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30623, Hannover, Germany.
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Elawady SS, Kasem RA, Matsukawa H, Cunningham C, Sowlat MM, Nawabi NL, Orscelik A, Venegas JM, Isidor J, Loulida H, Maier I, Jabbour P, Kim JT, Wolfe SQ, Rai A, Starke RM, Psychogios MN, Samaniego EA, Goyal N, Yoshimura S, Cuellar H, Howard B, Alawieh A, Alaraj A, Ezzeldin M, Romano DG, Tanweer O, Mascitelli J, Fragata I, Polifka A, Siddiqui F, Osbun J, Grandhi R, Crosa R, Matouk C, Park MS, Levitt MR, Brinjikji W, Moss M, Daglioglu E, Williamson R, Navia P, Kan P, De Leacy R, Chowdhry S, Altschul DJ, Spiotta AM, Al Kasab S. The effect of intravenous thrombolysis in stroke patients with unsuccessful thrombectomy. Interv Neuroradiol 2024:15910199241279009. [PMID: 39262342 PMCID: PMC11559907 DOI: 10.1177/15910199241279009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 08/05/2024] [Indexed: 09/13/2024] Open
Abstract
BACKGROUND The benefit of intravenous thrombolysis (IVT) is well established. We aim to study the benefits of IVT in acute ischemic stroke (AIS) patients with large vessel occlusion (LVO) who underwent unsuccessful mechanical thrombectomy (MT). METHODS We included AIS patients who underwent MT for anterior circulation LVO with failed recanalization (modified treatment in cerebral ischemia [mTICI] score ≤ 2A). Patients who received IVT prior to MT were compared to those who received MT alone. Propensity score matching using demographic, clinical, radiographic and procedural variables was used to match patients with and without IVT. The primary outcome was favorable 90-day good functional outcome (defined as modified Rankin scale of 0-2), and secondary outcomes included intracranial hemorrhage (ICH), symptomatic ICH (sICH), and 90-day mortality. RESULTS Totally, 610 AIS patients with unsuccessful MT were included. After propensity matching, 219 patients were identified in each group. Median age was 70 years and 73 years in the IVT + MT and MT alone groups, respectively. In the IVT + MT group, final mTICI scores of 0, 1, and 2A were achieved in 92 (42.0%), 33 (15.1%), and 94 (42.9%) patients, respectively, versus 76 (34.7%), 29 (13.2%), and 114 (52.1%) in the MT alone group. The IVT + MT group had greater odds of 90-day good functional outcome (adjusted odds ratio 2.54, 95% confidence interval 1.53-4.32). There were no significant differences in secondary outcomes. CONCLUSIONS IVT is associated with improved functional outcomes in AIS patients with LVO despite unsuccessful MT.
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Affiliation(s)
- Sameh Samir Elawady
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
- Co-first authors
| | - Rahim Abo Kasem
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
- Co-first authors
| | - Hidetoshi Matsukawa
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
- Department of Neurosurgery, Hyogo Medical University, Nishinomiya, Japan
| | - Conor Cunningham
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Mohamed Mahdi Sowlat
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Noah Lee Nawabi
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Atakan Orscelik
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Joshua M Venegas
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Julio Isidor
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Hasna Loulida
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Ilko Maier
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Pascal Jabbour
- Department of Neurosurgery, Thomas Jefferson University Hospitals, Philadelphia, PA, USA
| | - Joon-Tae Kim
- Department of Neurology, Chonnam National University Medical School, Chonnam National University Hospital, Gwangju, South Korea
| | | | - Ansaar Rai
- Department of Radiology, West Virginia School of Medicine, Morgantown, WV, USA
| | - Robert M Starke
- Department of Neurosurgery, University of Miami Health System, Miami, FL, USA
| | - Marios-Nikos Psychogios
- Department of Interventional and Diagnostical Neuroradiology, University of Basel, Basel, Switzerland
| | - Edgar A Samaniego
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Nitin Goyal
- Department of Neurosurgery, Semmes-Murphey Neurologic and Spine Clinic, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Shinichi Yoshimura
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Hugo Cuellar
- Department of Neurosurgery and Neurointerventional Radiology, Louisiana State University, Shreveport, LA, USA
| | - Brian Howard
- Neurosurgery, Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA
| | - Ali Alawieh
- Neurosurgery, Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA
| | - Ali Alaraj
- Department of Neurosurgery, University of Chicago at Illinois, Chicago, IL, USA
| | - Mohamad Ezzeldin
- Department of Clinical Neuroscience, University of Houston, HCA Houston Healthcare Kingwood, Kingwood, TX, USA
| | - Daniele G Romano
- Department of Neuroradiology, University Hospital San Giovanni di Dio e Ruggi d'Aragona, University of Salerno, Salerno, Italy
| | - Omar Tanweer
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Justin Mascitelli
- Department of Neurosurgery, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Isabel Fragata
- Department of Neuroradiology, Hospital São José Centro Hospitalar, Lisboa, Portugal
| | - Adam Polifka
- Department of Neurosurgery, University of Florida, Gainesville, FL, USA
| | - Fazeel Siddiqui
- Department of Neuroscience, University of Michigan Health West, Wyoming, MI, USA
| | - Joshua Osbun
- Department of Neurological Surgery, Washington University, St Louis, MO, USA
| | - Ramesh Grandhi
- Department of Neurosurgery, University of Utah, Salt Lake City, UT, USA
| | - Roberto Crosa
- Department of Neurosurgery, Endovascular Neurological Center, Montevideo, Uruguay
| | - Charles Matouk
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | - Min S Park
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | - Michael R Levitt
- Department of Neurosurgery, University of Washington, Seattle, WA, USA
| | - Waleed Brinjikji
- Department of Radiology and Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Mark Moss
- Department of Neuroradiology, Washington Regional J.B. Hunt Transport Services Neuroscience Institute, Fayetteville, AZ, USA
| | - Ergun Daglioglu
- Department of Neurosurgery, Health Science University, Ankara Bilkent City Hospital, Ankara, Turkey
| | - Richard Williamson
- Department of Neurosurgery, Allegheny Health Network, Pittsburgh, PA, USA
| | - Pedro Navia
- Department of Neuroradiology, Hospital Universitario La Paz, Madrid, Spain
| | - Peter Kan
- Department of Neurological Surgery, University of Texas Medical Branch – Galveston, Galveston, TX, USA
| | - Reade De Leacy
- Department of Neurosurgery, Mount Sinai Health System, New York, NY, USA
| | - Shakeel Chowdhry
- Department of Neurosurgery, NorthShore University Health System, Evanston, IL, USA
| | - David J Altschul
- Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Alejandro M Spiotta
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
- Senior co-authors
| | - Sami Al Kasab
- Department of Neurosurgery, Division of Neuroendovascular Surgery, Medical University of South Carolina, Charleston, SC, USA
- Senior co-authors
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Al-Ajlan FS, Alkhiri A, Alamri AF, Alghamdi BA, Almaghrabi AA, Alharbi AR, Alansari N, Almilibari AZ, Hussain MS, Audebert HJ, Grotta JC, Shuaib A, Saver JL, Alhazzani A. Golden Hour Intravenous Thrombolysis for Acute Ischemic Stroke: A Systematic Review and Meta-Analysis. Ann Neurol 2024; 96:582-590. [PMID: 38922985 DOI: 10.1002/ana.27007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 04/30/2024] [Accepted: 05/25/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVES The benefits of intravenous thrombolysis are time-dependent, with maximum efficacy when administered within the first "golden" hour after onset. Nevertheless, the impact of golden hour thrombolysis has not been well quantified. METHODS Medline, Embase, and Web of Science databases were systematically searched from inception to August 27, 2023. We included studies that reported safety and efficacy outcomes of ischemic stroke patients treated with intravenous thrombolysis in the golden hour versus later treatment window. The primary outcome was an excellent functional outcome, defined as a modified Rankin Scale score of 0-1 at 90 days. The secondary efficacy outcome was a good functional outcome (defined as modified Rankin Scale score of 0-2). The main safety outcome was symptomatic intracerebral hemorrhage. RESULTS Seven studies involving 78,826 patients met the selection criteria. Golden hour thrombolysis was associated with higher odds of 90-day excellent functional outcomes (OR 1.40, 95% CI 1.16-1.67) and 90-day good functional outcomes (OR 1.38, 95% CI 1.13-1.69) compared with thrombolysis outside the golden hour. The number needed to treat to benefit for golden hour thrombolysis to reduce disability by at least 1 level on the modified Rankin Scale per patient was 2.6. Rates of symptomatic intracerebral hemorrhage and mortality were similar between groups. INTERPRETATION Golden hour thrombolysis significantly improved acute ischemic stroke outcomes. The findings provide rationale for intensive efforts aimed at expediting thrombolytic therapy within the golden hour window following the onset of acute ischemic stroke. ANN NEUROL 2024;96:582-590.
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Affiliation(s)
- Fahad S Al-Ajlan
- Neuroscience Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
- Alfaisal University, Riyadh, Saudi Arabia
| | - Ahmed Alkhiri
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Aser F Alamri
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Basil A Alghamdi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Ahmed A Almaghrabi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Abdullah R Alharbi
- Department of Neurology, King Abdullah Medical City, Makkah, Saudi Arabia
| | - Nayef Alansari
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Ahmed Z Almilibari
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - M Shazam Hussain
- Cerebrovascular Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Heinrich J Audebert
- Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - James C Grotta
- Memorial Hermann Hospital, Texas Medical Center, Houston, TX, USA
| | - Ashfaq Shuaib
- Neurology Division, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Jeffrey L Saver
- Department of Neurology, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | - Adel Alhazzani
- Neuroscience Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
- Alfaisal University, Riyadh, Saudi Arabia
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Voura EB, Jorgensen TM, Stulb JR, Mulligan ME, Padalino DJ. A Retrospective Analysis of the Underlying Health Status of Patients Treated for Stroke in the Emergency Department of a Community Hospital Situated in a Health Professional Shortage Area. Cureus 2024; 16:e68150. [PMID: 39347207 PMCID: PMC11438578 DOI: 10.7759/cureus.68150] [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] [Accepted: 08/27/2024] [Indexed: 10/01/2024] Open
Abstract
Background Hypertension, diabetes, and hyperlipidemia are known contributors to the incidence of stroke. These and other risk factors such as smoking can be managed with effective primary care, but living in a medically underserved area and racial background can limit access, thereby deleteriously affecting underlying medical conditions and disproportionately contributing to negative stroke outcomes. Our goal is to learn about the on-admission health of 1,731 stroke patients who presented to the Crouse Hospital emergency department (ED) between January 2019 and January 2021 to better understand the circumstances affecting these patients. Crouse Hospital is a community hospital in Syracuse, New York, and an award-winning comprehensive stroke center in the region. The hospital is located in a health professional shortage area (HPSA) and serves both rural and urban patients of various ethnic backgrounds and socioeconomic statuses. Methodology We retrospectively examined the stroke patient data to determine how access to primary care and race affected smoking status, arrival time following the onset of symptoms, stroke severity, thrombolytic administration, and metrics relating to hypertension, diabetes, hyperlipidemia, and depression. Results We determined that, while most patients stated that they had a primary care provider, stroke incidents were typically associated with high blood pressure and high blood glucose despite the prevalence of prescriptions to treat these conditions and that both conditions affected the underserved and non-White patients (Black, Hispanic, Asian, Indigenous, and Other) more so than the served and White populations. Underserved and non-White patients, were also more likely to be associated with smoking behavior. Conclusions The data indicated the major health factors affecting the patients and highlighted those influenced by limited access to primary care and racial background. As a result, we developed a survey to gauge patients' perspectives on primary care and underlying medical conditions before and after their stroke. This patient-centered approach will help refine our stroke education efforts to improve stroke outcomes in the community.
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Affiliation(s)
- Evelyn B Voura
- Crouse Neuroscience Institute, Crouse Health at Crouse Hospital, Crouse Medical Practice, PLLC, Syracuse, USA
- Neuroscience and Physiology Department, State University of New York Upstate Medical University, Syracuse, USA
| | - Tabatha M Jorgensen
- Crouse Neuroscience Institute, Crouse Health at Crouse Hospital, Crouse Medical Practice, PLLC, Syracuse, USA
| | - John R Stulb
- Crouse Neuroscience Institute, Crouse Health at Crouse Hospital, Crouse Medical Practice, PLLC, Syracuse, USA
| | | | - David J Padalino
- Crouse Neuroscience Institute, Crouse Health at Crouse Hospital, Crouse Medical Practice, PLLC, Syracuse, USA
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Gunderson ML, Heer S, Klahr AC. A Pilot Systematic Review and Meta-analysis of Neuroprotective Studies in Female Rodent Models of Ischemic Stroke. Transl Stroke Res 2024; 15:364-377. [PMID: 36763321 DOI: 10.1007/s12975-023-01134-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 12/29/2022] [Accepted: 01/30/2023] [Indexed: 02/11/2023]
Abstract
Most ischemic stroke (IS) patients go untreated due to limited treatment windows, restrictive eligibility criteria, and poor availability of current clinical therapies. Neuroprotective treatments targeting protracted neurodegeneration are needed yet keep failing in clinical trials. Over half of IS patients are female, and the scarcity of neuroprotective studies using female animals hinders translational success. This pilot review and meta-analysis assessed the relationship between the risk of bias and efficacy of studies testing post-ischemic neuroprotective therapies using female rodent models of IS. We carried out a systematic search of the PubMed database for studies published between 1999 and May 2022, used the CAMARADES checklist to evaluate study quality, and extracted data pertaining to lesion volume and behavioral assessment. We found that 34 studies met our inclusion criteria, with pooled effect sizes depicting a significant treatment effect. However, researchers used mostly healthy young females, administered therapies within short time windows, ignored hormonal influences, and did not assess long-term outcomes. Interestingly, studies failing to report factors impacting internal validity, such as blinding and random allocation, had inflated effect sizes or did not reach statistical significance. There was also a relationship between low study quality and larger effect sizes for functional outcome, stressing the need to follow the existing translational design, reporting, and data analysis guidelines. In this review, we cover previous recommendations and offer our own in hopes that rigorous and meticulous research using female animal models of IS will increase our chances of successful bench-to-bedside translation.
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Affiliation(s)
- Morgen L Gunderson
- Department of Social Sciences, Augustana Faculty, University of Alberta, Camrose, Canada
| | - Sukhmani Heer
- Department of Social Sciences, Augustana Faculty, University of Alberta, Camrose, Canada
| | - Ana C Klahr
- Department of Social Sciences, Augustana Faculty, University of Alberta, Camrose, Canada.
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6
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Pegadraju H, Abby Thomas J, Kumar R. Mechanistic and therapeutic role of Drp1 in the pathogenesis of stroke. Gene 2023; 855:147130. [PMID: 36543307 DOI: 10.1016/j.gene.2022.147130] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 12/10/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022]
Abstract
Stroke had emerged as one of the leading causes of death and long-term disability across the globe. Emerging evidence suggests a significant increase in the incidence of stroke with age, which is further expected to increase dramatically owing to an ever-expanding elderly population. The current situation imposes a significant burden on the healthcare system and requires a deeper understanding of the underlying mechanisms and development of novel interventions. It is well established that mitochondrial dysfunction plays a pivotal role in the onset of stroke. Dynamin-related protein 1 (Drp1), is a key regulator of mitochondria fission, and plays a crucial role during the pathogenesis of stroke. Drp1 protein levels significantly increase after stroke potentially in a p38 mitogen-activated protein kinases (MAPK) dependent manner. Protein phosphatase 2A (PP2A) facilitate mitochondrial fission and cell death by dephosphorylating the mitochondrial fission enzyme Drp1 at the inhibitory phosphorylation site serine 637. Outer mitochondrial membrane A-Kinase Anchoring Proteins 1 (AKAP 1) and protein kinase A complex (PKA) complex inhibits Drp1-dependent mitochondrial fission by phosphorylating serine 637. Drp1 activation promotes the release of cytochrome C from mitochondria and therefore leads to apoptosis. In addition, Drp1 activation inhibits mitochondrial glutathione dependent free radical scavenging, which further enhances the ROS level and exacerbate mitochondrial dysfunction. Drp1 translocate p53 to mitochondrial membrane and leads to mitochondria-related necrosis. The current review article discusses the possible mechanistic pathways by which Drp1 can influence the pathogenesis of stroke. Besides, it will describe various inhibitors for Drp1 and their potential role as therapeutics for stroke in the future.
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Affiliation(s)
- Himaja Pegadraju
- Department of Biotechnology, GITAM School of Sciences, GITAM (Deemed to be) University, Vishakhapatnam, India
| | - Joshua Abby Thomas
- Department of Biotechnology, GITAM School of Sciences, GITAM (Deemed to be) University, Vishakhapatnam, India
| | - Rahul Kumar
- Department of Biotechnology, GITAM School of Sciences, GITAM (Deemed to be) University, Vishakhapatnam, India.
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7
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Li H, Xu D, Xu Y, Wei L. Impact of Medical Community Model on Intravenous Alteplase Door-to-Needle Times and Prognosis of Patients With Acute Ischemic Stroke. Front Surg 2022; 9:888015. [PMID: 35574548 PMCID: PMC9091958 DOI: 10.3389/fsurg.2022.888015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 03/23/2022] [Indexed: 11/18/2022] Open
Abstract
Objective In this study, we retrospectively analyzed 795 AIS patients who received intravenous alteplase for thrombolytic therapy in one third-class hospital or three second-class hospitals in Dongyang City and sought to evaluate the effects of the medical community model on intravenous alteplase door-to-needle time (DNT) and prognosis of patients with acute ischemic stroke. Methods According to whether the medical community model is established or not, 303 AIS patients (204 cases from the third-class hospital and 99 cases from three second-class hospitals) were assigned to control group unavailable to the medical community model and 492 AIS patients (297 cases from the third-class hospital, and 195 cases from three second-class hospitals) into observational group available to the medical community model. Results A higher thrombolysis rate, a shorter DNT, more patients with DNT ≤ 60 min and DNT ≤ 45 min, a shorter ONT, lower National Institutes of Health Stroke Scale (NIHSS) scores at 24 h, 7 d, 14 d, and modified Rankin scale (mRS) scores at 3 months after thrombolytic therapy, a shorter length of hospital stay, and less hospitalization expense were found in the observational group than the control group. Subgroup analysis based on different-class hospitals revealed that the medical community model could reduce the DNT and ONT to increase the thrombolysis rate of AIS patients, especially in low-class hospitals. After the establishment of the medical community model, the AIS patients whether from the third-class hospital or three second-class hospitals exhibited lower NIHSS scores at 24 h, 7 d, 14 d after thrombolytic therapy (p < 0.05). After a 90-day follow-up for mRS scores, a significant difference was only noted in the mRS scores of AIS patients from the third-class hospital after establishing the medical community model (p < 0.05). It was also found that the medical community model led to reduced length of hospital stay and hospitalization expenses for AIS patients, especially for the second-class hospitals. Conclusion The data suggest that the medical community model could significantly reduce intravenous alteplase DNT and improve the prognosis of patients with AIS.
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8
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Zhu B, Zhao J, Cao M, Du W, Yang L, Su M, Tian Y, Wu M, Wu T, Wang M, Zhao X, Zhao Z. Predicting 1-Hour Thrombolysis Effect of r-tPA in Patients With Acute Ischemic Stroke Using Machine Learning Algorithm. Front Pharmacol 2022; 12:759782. [PMID: 35046804 PMCID: PMC8762247 DOI: 10.3389/fphar.2021.759782] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 11/29/2021] [Indexed: 01/01/2023] Open
Abstract
Background: Thrombolysis with r-tPA is recommended for patients after acute ischemic stroke (AIS) within 4.5 h of symptom onset. However, only a few patients benefit from this therapeutic regimen. Thus, we aimed to develop an interpretable machine learning (ML)–based model to predict the thrombolysis effect of r-tPA at the super-early stage. Methods: A total of 353 patients with AIS were divided into training and test data sets. We then used six ML algorithms and a recursive feature elimination (RFE) method to explore the relationship among the clinical variables along with the NIH stroke scale score 1 h after thrombolysis treatment. Shapley additive explanations and local interpretable model–agnostic explanation algorithms were applied to interpret the ML models and determine the importance of the selected features. Results: Altogether, 353 patients with an average age of 63.0 (56.0–71.0) years were enrolled in the study. Of these patients, 156 showed a favorable thrombolysis effect and 197 showed an unfavorable effect. A total of 14 variables were enrolled in the modeling, and 6 ML algorithms were used to predict the thrombolysis effect. After RFE screening, seven variables under the gradient boosting decision tree (GBDT) model (area under the curve = 0.81, specificity = 0.61, sensitivity = 0.9, and F1 score = 0.79) demonstrated the best performance. Of the seven variables, activated partial thromboplastin clotting time (time), B-type natriuretic peptide, and fibrin degradation products were the three most important clinical characteristics that might influence r-tPA efficiency. Conclusion: This study demonstrated that the GBDT model with the seven variables could better predict the early thrombolysis effect of r-tPA.
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Affiliation(s)
- Bin Zhu
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jianlei Zhao
- Department of Neurology, The Second Hospital of Lanzhou University, Lanzhou, China
| | - Mingnan Cao
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Wanliang Du
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | | | | | - Yue Tian
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Mingfen Wu
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Tingxi Wu
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Manxia Wang
- Department of Neurology, The Second Hospital of Lanzhou University, Lanzhou, China
| | - Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Zhigang Zhao
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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