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      Simulation modelling to study the impact of adding comprehensive stroke centres. Can we deliver endovascular thrombectomy sooner?

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          Abstract

          Objectives

          Regional accessibility and distribution of endovascular thrombectomy (EVT) capable facilities, that is, comprehensive stroke centres (CSCs), may significantly influence time to treatment. We analysed the impact of adding CSCs in the north of the Netherlands, a region with roughly 1.7 million inhabitants currently served by one CSC and eight primary stroke centres (PSCs).

          Design

          Monte Carlo simulation modelling was used to establish new CSCs in our region by hypothetically upgrading existing PSCs to CSCs and ensuing adjustments in health services set-up.

          Setting

          One CSC and eight PSCs in the north of the Netherlands.

          Participants

          165 patients with acute stroke treated with EVT and underwent interhospital transfer between PSC and CSC (drip and ship patients).

          Primary and secondary outcomes

          Time from onset to groin (OTG) puncture and predicted probability of favourable outcome (modified Rankin Scale 0–2) after 90 days. Sensitivity analyses were performed to assess uncertainty in workflow efficiency of CSCs.

          Results

          Adding one or two CSCs would reduce the OTG time up to approximately 17 min and increases the predicted probability of favourable outcome by approximately 2%. Sensitivity analyses revealed that ‘slow-acting’ CSCs may reduce OTG by 3–5 min compared with 24–32 min for ‘fast-acting’ CSCs.

          Conclusions

          This study suggests that adding one or two CSCs in the north of the Netherlands would have modest impact. Improving workflow efficiencies seems to be more potent when aiming to improve existing acute stroke care systems.

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          Most cited references15

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          Time to Treatment With Endovascular Thrombectomy and Outcomes From Ischemic Stroke: A Meta-analysis.

          Endovascular thrombectomy with second-generation devices is beneficial for patients with ischemic stroke due to intracranial large-vessel occlusions. Delineation of the association of treatment time with outcomes would help to guide implementation.
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            Time Is Brain—Quantified

            The phrase "time is brain" emphasizes that human nervous tissue is rapidly lost as stroke progresses and emergent evaluation and therapy are required. Recent advances in quantitative neurostereology and stroke neuroimaging permit calculation of just how much brain is lost per unit time in acute ischemic stroke. Systematic literature-review identified consensus estimates of number of neurons, synapses, and myelinated fibers in the human forebrain; volume of large vessel, supratentorial ischemic stroke; and interval from onset to completion of large vessel, supratentorial ischemic stroke. The typical final volume of large vessel, supratentorial ischemic stroke is 54 mL (varied in sensitivity analysis from 19 to 100 mL). The average duration of nonlacunar stroke evolution is 10 hours (range 6 to 18 hours), and the average number of neurons in the human forebrain is 22 billion. In patients experiencing a typical large vessel acute ischemic stroke, 120 million neurons, 830 billion synapses, and 714 km (447 miles) of myelinated fibers are lost each hour. In each minute, 1.9 million neurons, 14 billion synapses, and 12 km (7.5 miles) of myelinated fibers are destroyed. Compared with the normal rate of neuron loss in brain aging, the ischemic brain ages 3.6 years each hour without treatment. Altering single input variables in sensitivity analyses modestly affected the estimated point values but not order of magnitude. Quantitative estimates of the pace of neural circuitry loss in human ischemic stroke emphasize the time urgency of stroke care. The typical patient loses 1.9 million neurons each minute in which stroke is untreated.
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              Interhospital Transfer Before Thrombectomy Is Associated With Delayed Treatment and Worse Outcome in the STRATIS Registry (Systematic Evaluation of Patients Treated With Neurothrombectomy Devices for Acute Ischemic Stroke)

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                Author and article information

                Journal
                BMJ Open
                BMJ Open
                bmjopen
                bmjopen
                BMJ Open
                BMJ Publishing Group (BMA House, Tavistock Square, London, WC1H 9JR )
                2044-6055
                2023
                24 July 2023
                : 13
                : 7
                : e068749
                Affiliations
                [1 ] departmentDepartment of Neurology , Ringgold_10173University Medical Centre Groningen , Groningen, The Netherlands
                [2 ] departmentHealth Technology Assessment, Department of Epidemiology , Ringgold_10173University Medical Centre Groningen , Groningen, The Netherlands
                [3 ] departmentDepartment of Operations, Faculty of Economics and Business , Ringgold_120707University of Groningen , Groningen, The Netherlands
                [4 ] departmentAletta Jacobs School of Public Health , University of Groningen , Groningen, The Netherlands
                Author notes
                [Correspondence to ] Dr Maarten MH Lahr; m.m.h.lahr@ 123456umcg.nl
                Author information
                http://orcid.org/0000-0002-0792-7090
                http://orcid.org/0000-0001-9754-1193
                http://orcid.org/0000-0002-6463-1106
                http://orcid.org/0000-0001-7265-2612
                Article
                bmjopen-2022-068749
                10.1136/bmjopen-2022-068749
                10373665
                37487678
                5ef66004-dc19-4ca3-9220-4af4f81d9e7a
                © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

                This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See:  http://creativecommons.org/licenses/by-nc/4.0/.

                History
                : 03 October 2022
                : 21 May 2023
                Funding
                Funded by: PPP;
                Award ID: LSHM17016
                Funded by: Brain Foundation Netherlands;
                Award ID: HA2015.01.06
                Funded by: FundRef http://dx.doi.org/10.13039/100002129, Heart Foundation;
                Award ID: CVON2015-01
                Categories
                Neurology
                1506
                1713
                Original research
                Custom metadata
                unlocked

                Medicine
                stroke,epidemiology,organisation of health services
                Medicine
                stroke, epidemiology, organisation of health services

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