ESOC 2022 – European Stroke Organisation https://eso-stroke.org the voice of stroke in Europe Tue, 30 Apr 2024 09:31:28 +0000 en-GB hourly 1 https://wordpress.org/?v=6.8.3 Intravenous thrombolysis in patients with ischaemic stroke and recent direct oral anticoagulant intake https://eso-stroke.org/intravenous_thrombolysis_in_patients_with_ischaemic_stroke_and_recent_direct_oral_anticoagulant_intake/ Sat, 30 Jul 2022 09:22:04 +0000 https://eso-stroke.org/?p=32311 <p>The post Intravenous thrombolysis in patients with ischaemic stroke and recent direct oral anticoagulant intake first appeared on European Stroke Organisation.</p>

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Christian Boehme, MD, PhD
Department of Neurology
Medical University of Innsbruck, Innsbruck, Austria
Twitter handle: @chris7ianb

Jan Purrucker highlights the fact that despite direct oral anticoagulant (dOAC) treatment, the annual risk of ischaemic stroke is 1.34% which doubles in secondary prevention. Guidelines recommend not giving thrombolysis in patients with acute ischaemic stroke and recent (< 48 hours) dOAC intake.

Prior research including a retrospective cohort (Get With the Guidelines Stroke hospitals) showed no difference in safety outcomes including mortality in roughly 2200 patients who were thrombolysed despite a recent dOAC intake (aOR 0.88, 95%CI 0.70-1.10).

In an international multicentre retrospective cohort study, the authors included patients with ischaemic stroke and prior dOAC therapy with a confirmed last intake < 48 hours or unknown last intake, who received intravenous thrombolysis (IVT). The patients were compared to those without prior dOAC therapy and received IVT. The main outcome was symptomatic intracerebral haemorrhage (sICH) within 36 hours after IVT administration, the secondary outcome was functional independence at 3 months (mRS 0-2).

All in all, roughly 20,000 patients were included, of which n=832 had a recent dOAC intake. Of all patients who received IVT after recent dOAC intake, 30% received dOAC reversal, 27% were selected on dOAC levels, and 43% had no reversal or dOAC level check.

Concerning the primary outcome, the unadjusted rate of sICH in the dOAC group was 2.5% (95%CI, 1.6%-3.8%) versus 4.5% (95%CI 4.2%-4.8%) in the non-dOAC group. After adjustment for severity of stroke and other baseline sICH predictors, patients who received IVT with recent dOAC treatment had lower odds of developing sICH with an adjusted OR of 0.49 (95%CI 0.30-0.80).

Regarding the secondary outcome, there was no difference between functional independence in both groups 3 months after the index event.
Jan Purrucker mentions the observational study design, some baseline differences in the two groups and a possible selection bias as limitations to the study.

To summarize, the authors found no evidence for harm of IVT in patients with acute ischaemic stroke with recent dOAC intake. The authors conclude that the results support the removal of recent dOAC treatment as a contraindication for IVT in acute ischaemic stroke.

References:

  1. TR Meinel et al: Intravenous Thrombolysis in Patients With Ischemic Stroke and Recent Ingestion of Direct Oral Anticoagulants | Emergency Medicine | JAMA Neurology | JAMA Network
  2. IVT in patients on recent DOAC: Press presentation by Jan Purrucker

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The power of translational research for acute ischemic stroke https://eso-stroke.org/the-power-of-translational-research-for-acute-ischemic-stroke/ Fri, 17 Jun 2022 11:33:12 +0000 https://eso-stroke.org/?p=23110 <p>The post The power of translational research for acute ischemic stroke first appeared on European Stroke Organisation.</p>

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‘3D angiographies of our swine model of recanalized acute ischemic stroke during baseline, occlusion and recanalization.’

Aladdin Taha1,2, MD; Joaquim Bobi1, DVM, PhD; Diederik W.J. Dippel2, MD, PhD; Heleen M.M. van Beusekom1, PhD.

  1. Erasmus MC University Medical Center, Division of Experimental Cardiology, Department of Cardiology, Rotterdam, the Netherlands.
  2. Erasmus MC University Medical Center, Stroke Center, Department of Neurology, Rotterdam, the Netherlands.

Follow Erasmus MC University Medical Center and Joaquim Bobi on Twitter to stay up to date with the latest news

Large animal modeling

Despite numerous successful drug studies in rodents, translation of promising results to men has turned out to be a great challenge in acute ischemic stroke (AIS) research.1 To prevent futile clinical trials in humans, STAIR and RIGOR guidelines recommend studies in multiple species, including a gyrencephalic species.2,3 Rather than rodents, large animal gyrencephalic species allow for studies in a larger brain, with a structure that is more similar to the human brain. Larger species, such as swine, dogs, sheep and non-human primates can undergo imaging and catheterization procedures using the exact same clinical devices to further increase translational capacity. Furthermore, the larger circulating volume provides many opportunities in biomarker research that can be matched to clinical trial sampling strategies.

As part of the pre-clinical work package of the CONTRAST-Consortium  we recently published a review comparing large gyrencephalic animals being used in translational AIS research, together with international leading experts in this field.4 In this review, we compared benefits and challenges of four species, aimed to assist researchers in selecting the appropriate model for their studies. In Rotterdam, we decided to work with the swine model. It is a well-characterized model in cardiovascular research and offers many opportunities for integrating comorbidities in AIS modeling.5,6

Cerebral ischemia-reperfusion in swine

We have set-up a swine model for cerebral ischemia-reperfusion, allowing us to study the additional value of neuroprotective treatments in the setting of a recanalized AIS. The model is established in both farm-bred swine and adult minipigs, and was presented at ESOC 2022.7 Working with swine allows us to use clinical MRI and CT-scanners, and (3D) digital subtraction angiography, which can be combined with extensive histopathological and ultrastructural outcome measures. Adding comorbidities such as atherosclerosis, hypertension and diabetes can further increase the translational power of these models.

Vessel wall injury due to Endovascular Treatment (EVT)

Following a study on endothelial injury due to coronary interventions,8 we studied vascular injury and healing due to stent-retriever and direct aspiration treatment in a swine model of autologous thrombo-embolic occlusion. Selecting arteries with similar size and anatomy to the human MCA, using the exact same EVT devices as in clinic, and having the opportunity to study the luminal damage and repair at an ultrastructural level is what makes this model particularly valuable. Our main goal is to understand injury and healing patterns, how this could affect patient outcome, and potentially optimize treatment strategies and pharmacologic treatment. The first results were presented at ESOC 2022.7 In addition, this model is used for EVT training and device optimization.

Combining the clinical and pre-clinical biobank

Within the CONTRAST-Consortium, we have built both clinical and pre-clinical biobanks of tissue, thrombus and serial plasma samples. For clinical studies,9-11 thrombi removed during EVT and plasma samples are stored systematically. For pre-clinical studies, brain samples, thrombi and serial plasma samples are collected. This way, biomarker findings from animal studies can be validated in patient samples and vice versa. Additionally, having studied thrombus characteristics in patient thrombi,12 we aim to recreate similar thrombi for our swine model of thrombo-embolic occlusion. This way, we link preclinical and clinical research. We hope that by this approach, we will improve our understanding of cerebrovascular disease mechanisms and progress, and ultimately, of ways to improve outcome not only of our animals but of our patients as well.

References

  1. O’Collins VE, Macleod MR, Donnan GA, Horky LL, van der Worp BH, Howells DW. 1,026 experimental treatments in acute stroke. Ann Neurol. 2006;59:467-477. doi: 10.1002/ana.20741
  1. Fisher M, Feuerstein G, Howells DW, Hurn PD, Kent TA, Savitz SI, Lo EH, Group S. Update of the stroke therapy academic industry roundtable preclinical recommendations. Stroke. 2009;40:2244-2250. doi: STROKEAHA.108.541128 10.1161/STROKEAHA.108.541128
  1. Lapchak PA, Zhang JH, Noble-Haeusslein LJ. RIGOR guidelines: escalating STAIR and STEPS for effective translational research. Transl Stroke Res. 2013;4:279-285. doi: 10.1007/s12975-012-0209-2209
  1. Taha A, Bobi J, Dammers R, Dijkhuizen RM, Dreyer AY, van Es A, Ferrara F, Gounis MJ, Nitzsche B, Platt S, et al. Comparison of Large Animal Models for Acute Ischemic Stroke: Which Model to Use? Stroke. 2022;53:1411-1422. doi: 10.1161/STROKEAHA.121.036050
  1. van de Wouw J, Sorop O, van Drie RWA, van Duin RWB, Nguyen ITN, Joles JA, Verhaar MC, Merkus D, Duncker DJ. Perturbations in myocardial perfusion and oxygen balance in swine with multiple risk factors: a novel model of ischemia and no obstructive coronary artery disease. Basic Res Cardiol. 2020;115:21. doi: 10.1007/s00395-020-0778-210.1007/s00395-020-0778-2
  1. van Ditzhuijzen NS, van den Heuvel M, Sorop O, van Duin RW, Krabbendam-Peters I, van Haeren R, Ligthart JM, Witberg KT, Duncker DJ, Regar E, et al. Invasive coronary imaging in animal models of atherosclerosis. Neth Heart J. 2011;19:442-446. doi: 10.1007/s12471-011-0187-0
  1. ESOC 2022 Abstract Book. Eur Stroke J. 2022;7:3-588. doi: 10.1177/23969873221087559
  1. Autar A, Taha A, van Duin R, Krabbendam-Peters I, Duncker DJ, Zijlstra F, van Beusekom HMM. Endovascular procedures cause transient endothelial injury but do not disrupt mature neointima in Drug Eluting Stents. Sci Rep. 2020;10:2173. doi: 10.1038/s41598-020-58938-z10.1038/s41598-020-58938-z
  1. LeCouffe NE, Kappelhof M, Treurniet KM, Rinkel LA, Bruggeman AE, Berkhemer OA, Wolff L, van Voorst H, Tolhuisen ML, Dippel DWJ, et al. A Randomized Trial of Intravenous Alteplase before Endovascular Treatment for Stroke. N Engl J Med. 2021;385:1833-1844. doi: 10.1056/NEJMoa2107727
  1. Pirson F, Hinsenveld WH, Goldhoorn RB, Staals J, de Ridder IR, van Zwam WH, van Walderveen MAA, Lycklama ANGJ, Uyttenboogaart M, Schonewille WJ, et al. MR CLEAN-LATE, a multicenter randomized clinical trial of endovascular treatment of acute ischemic stroke in The Netherlands for late arrivals: study protocol for a randomized controlled trial. Trials. 2021;22:160. doi: 10.1186/s13063-021-05092-010.1186/s13063-021-05092-0
  1. van der Steen W, van de Graaf RA, Chalos V, Lingsma HF, van Doormaal PJ, Coutinho JM, Emmer BJ, de Ridder I, van Zwam W, van der Worp HB, et al. Safety and efficacy of aspirin, unfractionated heparin, both, or neither during endovascular stroke treatment (MR CLEAN-MED): an open-label, multicentre, randomised controlled trial. Lancet. 2022;399:1059-1069. doi: S0140-6736(22)00014-9 10.1016/S0140-6736(22)00014-9
  1. Autar ASA, Hund HM, Ramlal SA, Hansen D, Lycklama ANGJ, Emmer BJ, de Maat MPM, Dippel DWJ, van der Lugt A, van Es A, et al. High-Resolution Imaging of Interaction Between Thrombus and Stent-Retriever in Patients With Acute Ischemic Stroke. J Am Heart Assoc. 2018;7. doi: JAHA.118.008563 10.1161/JAHA.118.008563

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Intravenous thrombolysis with tenecteplase 0.25mg/kg moving forward: insights from ESOC 2022 https://eso-stroke.org/intravenous-thrombolysis-with-tenecteplase-0-25mg-kg-moving-forward-insights-from-esoc-2022/ Fri, 10 Jun 2022 08:12:09 +0000 https://eso-stroke.org/?p=23009 <p>The post Intravenous thrombolysis with tenecteplase 0.25mg/kg moving forward: insights from ESOC 2022 first appeared on European Stroke Organisation.</p>

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Author: Lina Palaiodimou, MD

Affiliations: Second Department of Neurology, “Attikon” University Hospital, National and Kapodistrian University of Athens, Greece

Tenecteplase (TNK) is a third generation tissue plasminogen activator and is currently indicated for the thrombolytic treatment of acute myocardial infarction at a dose of 0.5mg/kg.1 Presenting higher fibrin specificity, no evidence of neurotoxicity or effect on blood-brain barrier and much higher resistance to tissue plasminogen activator inhibitor type 1 compared to alteplase, has emphasized the potential efficacy and safety of TNK in the treatment of acute ischemic stroke as well.2 Another important pharmacological property is the longer half-life of TNK, allowing for a single bolus injection and achieving a fast recanalization.3 The COVID-19 pandemic and the associated restrictions have highlighted even more the importance of this practical advantage of TNK over alteplase use, in the sense that it reduces the staff exposure to contagion.4

From theory to action, in 2021 and based on the results of the available randomized-controlled clinical trials (RCTs; ATTEST, Australian-TNK, and EXTEND-IA TNK trials),5,6 the European Stroke Organisation (ESO) presented the guidelines on intravenous thrombolysis for acute ischaemic stroke, recommending that in patients with large vessel occlusion (LVO), who are candidates for mechanical thrombectomy, and for whom intravenous thrombolysis is considered before thrombectomy, TNK at a dose 0.25mg/kg is suggested over alteplase.7 However, the quality of the evidence used for this recommendation is graded as low. Yet, TNK use could not be supported in unselected stroke patients by the ESO guidelines,7 based on the analysis of available RCT data (TNK-S2B and ATTEST trials).8,9

During the ESOC 2022, four RCTs regarding the use of TNK in acute ischemic stroke presented their results: AcT,10 NOR-TEST 2,11 TASTE-A,12 and TWIST13 trials. The AcT10 and the TASTE-A12 trials evaluated TNK at a dose of 0.25mg/kg for intravenous thrombolysis in eligible, yet unselected, patients within 4.5 hours of symptom onset, at different settings. AcT was a phase 3, pragmatic, prospective, randomized, open-label, controlled, blinded endpoint, non-inferiority trial (with a non-inferiority margin of 5%), that was conducted in primary and comprehensive stroke centers in Canada.10 According to the results of the AcT trial, 36.9% of the TNK-treated patients achieved mRS 0-1 at 3 months compared to 34.8% in the alteplase-treated group. Non inferiority of TNK versus alteplase was proven (unadjusted risk difference 2.1%; 95%CI: -2.6 to 6.9%), without any safety concerns raising.

TASTE-A was a phase 2, prospective, randomized, open-label, controlled, blinded endpoint, superiority trial, that was conducted in a single mobile stroke unit in Australia and randomized acute ischemic stroke patients eligible for intravenous thrombolysis, who were otherwise unselected.12 TNK-treated patients presented significantly smaller CT perfusion lesions (median of 12ml), as evaluated during hospital admission, versus alteplase-treated patients (median of 25ml). No difference was noted between the two arms regarding safety issues or 3-month mRS scores, including the mRS 0-1 (41.8% in the TNK group versus 40.8% in the alteplase group).

These results may potentially move forward the use of TNK at a dose of 0.25mg/kg for intravenous thrombolysis of acute stroke patients, also beyond selected patients with LVO and intended thrombectomy. More RCTs are currently ongoing and  may strengthen the evidence to use TNK  as intravenous thrombolytic treatment for acute ischemic stroke.

Conflict of interest statement

Dr. Palaiodimou reports no conflicts of interest.

References

  1. Bivard A, Lin L, Parsonsb MW. Review of stroke thrombolytics. Journal of stroke. 2013;15(2):90-98.
  2. Marshall RS. Progress in Intravenous Thrombolytic Therapy for Acute Stroke. JAMA neurology. 2015;72(8):928-934.
  3. Gerschenfeld G, Smadja D, Turc G, et al. Functional Outcome, Recanalization, and Hemorrhage Rates After Large Vessel Occlusion Stroke Treated With Tenecteplase Before Thrombectomy. Neurology. 2021;97(22):e2173-e2184.
  4. Warach SJ, Saver JL. Stroke Thrombolysis With Tenecteplase to Reduce Emergency Department Spread of Coronavirus Disease 2019 and Shortages of Alteplase. JAMA neurology. 2020;77(10):1203-1204.
  5. Bivard A, Huang X, Levi CR, et al. Tenecteplase in ischemic stroke offers improved recanalization: Analysis of 2 trials. Neurology. 2017;89(1):62-67.
  6. Campbell BCV, Mitchell PJ, Churilov L, et al. Tenecteplase versus Alteplase before Thrombectomy for Ischemic Stroke. The New England journal of medicine. 2018;378(17):1573-1582.
  7. Berge E, Whiteley W, Audebert H, et al. European Stroke Organisation (ESO) guidelines on intravenous thrombolysis for acute ischaemic stroke. European stroke journal. 2021;6(1):I-lxii.
  8. Huang X, Cheripelli BK, Lloyd SM, et al. Alteplase versus tenecteplase for thrombolysis after ischaemic stroke (ATTEST): a phase 2, randomised, open-label, blinded endpoint study. The Lancet Neurology. 2015;14(4):368-376.
  9. Haley EC, Jr., Thompson JL, Grotta JC, et al. Phase IIB/III trial of tenecteplase in acute ischemic stroke: results of a prematurely terminated randomized clinical trial. Stroke. 2010;41(4):707-711.
  10. Menon BK, Swartz RH, for the AcT Investigators. Intravenous Alteplase compared to Tenecteplase in Acute Ischemic Stroke. The AcT RCT. ESOC 2022. May 4, 2022.
  11. Kvistad CE, Næss H, Helleberg BH, et al. Tenecteplase versus alteplase for the management of acute ischaemic stroke in Norway (NOR-TEST 2, part A): a phase 3, randomised, open-label, blinded endpoint, non-inferiority trial. The Lancet Neurology. 2022;21(6):511-519.
  12. Bivard A, Zhao H, Coote S, et al. Tenecteplase versus Alteplase for Stroke Thrombolysis Evaluation Trial in the Ambulance (Mobile Stroke Unit-TASTE-A): protocol for a prospective randomised, open-label, blinded endpoint, phase II superiority trial of tenecteplase versus alteplase for ischaemic stroke patients presenting within 4.5 hours of symptom onset to the mobile stroke unit. BMJ open. 2022;12(4):e056573.
  13. Roaldsen MB, on behalf of the TWIST Collaborators. Tenecteplase in Wake-up Ischaemic Stroke Trial (TWIST). ESOC 2022. May 6, 2022.

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Reflections from the European Stroke Organisation Conference 2022 https://eso-stroke.org/reflections-from-the-european-stroke-organisation-conference-2022/ Fri, 20 May 2022 11:14:19 +0000 https://eso-stroke.org/?p=22670 <p>The post Reflections from the European Stroke Organisation Conference 2022 first appeared on European Stroke Organisation.</p>

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Author: Dr Tom Moullaali1,2 twitter: @tom_moullaali

Affiliations: 1Centre for Clinical Brain Sciences, University of Edinburgh, UK, 2George Institute for Global Health, Sydney, Australia

Did you attend the European Stroke Organisation Conference 2022?

There were over 4000 participants onsite and online from 107 countries: were you one of them? Did you attend in person or online?  I attended in person and enjoyed catching up with familiar faces for the first time in several years. I thought the conference was a great success – hats off to the organising committee and everyone else involved!

What did you think about the state of play for stroke research?

There was a wealth of cutting edge stroke research: from plenary sessions with results from breaking clinical trials, to scientific sessions covering a broad range of topics, and over a thousand e-posters. I attended the plenary sessions and several scientific sessions, including those dedicated to research about patients with intracerebral haemorrhage. Considering the challenges many have faced over the past few years, it makes the scientific progress on display all the more impressive.

What did you take away from the conference?

There were some important clinical trial results with implications for clinical practice: what will you take back to your local department that has the potential to change your practice?

I was struck by the increasing number of early-career researchers who did stellar jobs presenting their work, including in the most high-profile sessions. I attended the ESO young stroke physician and researchers committee meeting which focussed on several initiatives to promote the careers of early-career researchers from around the world (more details here: https://eso-stroke.org/about-eso/who-we-are/young-stroke-physicians-and-researchers-committee/) . The future is looking bright for the next generation of stroke researchers!

What’s on the horizon?

ESOC 2023 Munich will be here before we know it! What’s on your stroke research horizon for the coming year?

I’m excited about the upcoming ESO Edinburgh Stroke Research Workshop on 10th-12th October 2022. This fantastic 3-day course residential course set in the beautiful city of Edinburgh is aimed at early-career researchers who want to develop a research question for a PhD or MD project. There are lectures, small group sessions and several opportunities for tailored individual feedback from leading European stroke researchers. Read more and apply here: https://www.ed.ac.uk/clinical-brain-sciences/postgraduate-study/stroke-research-workshop. Don’t miss the application deadline of 15th June 2022.

I’d love to hear your thoughts: get in touch @tom_moullaali on Twitter for more discussion!

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ESOC 2022 Session Report – EAN-ESO Joint Symposium: The vascular side of neurodegeneration: a preclinical and clinical perspective https://eso-stroke.org/esoc-2022-session-report-ean-eso-joint-symposium-the-vascular-side-of-neurodegeneration-a-preclinical-and-clinical-perspective/ Mon, 09 May 2022 08:49:56 +0000 https://eso-stroke.org/?p=22462 <p>The post ESOC 2022 Session Report – EAN-ESO Joint Symposium: The vascular side of neurodegeneration: a preclinical and clinical perspective first appeared on European Stroke Organisation.</p>

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By Dr. Inna Lutsenko, ESO Social Media and PR Committee

@inna_lutsenko

Chairs: Jean-Claude Baron (Paris, France) and Natan Bornstein (Tel Aviv, Israel)

Changes to the Blood-Brain-Barrier in Alzheimer’s disease

Presented by Axel Montagne (United Kingdom)

There is a very dense network of small vessels in the brain, called “capillaries”, which represent 85% of the total vasculature of the brain. If you put all the capillaries which represent the brain in a row, they will be 600 km in length. One capillary usually provides the circulation for one neuron. Small capillaries, which are branching from the arteries, are surrounded with pericytes, which play a significant role: they maintain the integrity of the brain-blood barrier. The artery, branching capillaries and pericytes is a very complex neurovascular unit. Pericytes are also consisting of the different subtypes: prearterial, thin and postcapillary venule pericytes, which are having different functions.

There are a lot of papers showing that vascular dysfunction can lead to neurodegeneration and cognitive decline. Postmortem brain tissue analyses showed blood-derived molecules leaking out into extravascular space (e.g., fibrinogen), the extravascular deposits were found, pericyte coverage). New biofluid biomarkers – 1 Qaib, 1 sPDGFRB (a marker of the pericyte damage) are discovered. Neuroimaging methods are used to measure brain-blood barrier BBB, CBF, microbleeds, WML. One of the neuroimaging methods, dynamic contrast enhanced MRI to investigate subtle BBB dysfunction. After the gadolinium contrast injection, the patient’s brain is analyzed in a special color-coding MRI to measure the blood leaking fluids into the brain tissue. Increased BBB leakage was found in the hippocampus, a region critical for learning and memory, during normal aging. It worsens with mild cognitive impairment and correlates with injury to BBB-associated pericytes (Montagne et al. Neuron 2015).

In another paper Axel Montagne and his team looked at the correlation of the BBB Integrity and the presence of the APOE4 which is the major genetic risk factor for AD. Presence of APOE4 allele leads to brain-blood barrier dysfunction. Brain capillary breakdown initiates WM dysfunction, which can be reversed by limiting fibrinogen extravascular deposits. It has implications for the pathogenesis and treatment of human WM disease associated with AD and small vessels disease dementia (Montagne et al. Nat Med 2018). Leaking fibrinogen to the extravascular space is toxic to the brain.

Imaging vascular function in neurodegeneration in the human – what does it tell us?

Presented by Simon Duchesne (Canada)

The vascular wall can undergo a large number of damage, which in ex vivo imaging could be detected as stiffening, thickening, infiltrations, perivascular tissue infiltrations, demyelination, luminal narrowing and occlusion, impaired autoregulation, discrete ischaemia and discrete infarction. In vivo imaging we can confirm the following pathologies: infarcts, lacunes, perivascular spaces lesions, microbleeds, white matter hyperintensities and atrophy.

In his talk Simon Duchesne aimed to answer the following questions: 1) imaging: can we image small vessel disease disease (SVD) reliably in vivo, 2) vascular dysfunction: can we measure all presentations and 3) neurodegeneration: is it informative with respect to cognition?

In the paper “Neuroimaging standards for research into small vessel disease and its contribution to aging and neurodegeneration” by Joanna M Wardlaw et.al (1) a team of international researchers highlighted the imaging changes during different forms of a SVD, such as ischaemic leukoaraiosis, subcortical leukoaraiosis, white matter lesions, white matter hyperintensity, subcortical hypertintensivity, age related white matter disease and ischemic white matter disease. In this prominent paper using MRI sequences ( DWI, FLAIR, T2, T1, T2 weighted GRE) the differential diagnosis between different types of SVD is proposed.

The precision of the brain atrophy measurement could depend on the make and model of the measuring devices used, reaching 10% differences in total brain volume across sites. To solve this issue Simon Duchesne gave the example of the developed “The Canadian Dementia Imaging Protocol:

Harmonizing National Cohorts” under his coordination (2). The advantage of this protocol is that it developed in such a way that images could look the same within different imaging manufacturers and across different vendors.

In the Canadian Consortium on Neurodegeneration in aging ongoing study there are 976 participants already enrolled from normal cognition till all the variants of the cognitive impairment based on the brain atrophy and the study will display the correlation of the images with phenotypes of the diseases leading to dementia.

In the paper “White matter hyperintensities may be an early marker for age-related cognitive decline” by Cassandra Morrison with a team examined the association between small vessel disease (CSVD), amyloid, and pTau with a collaborative influence on cognitive decline in cognitively normal older adults without subjective cognitive decline (3). In results they highlighted that “only baseline WMH load is associated with follow-up executive functioning, indicating that it may be one of the earliest pathologies that contributes to future cognitive decline”.

In his conclusion Simon Duchesne underlined that it is recommended to use the united imaging protocol when diagnosing SVD, make it harmonized, and use as many biomarkers as you can. SVD should be strongly monitored and neuroimaging should be done in vivo as it has a large impact on the future cognitive decline.

Does reversing vascular dysfunction help prevent neurodegeneration? Insights from preclinical models

Presented by Denis Vivien (France)

Tissue type plasminogen activator (tPA), a fibrinolytic, produced by our brains during stroke is activated by endothelial cells and is released in the blood flow to participate in the thrombus dilution, activating the plasminogen into the plasmine which leads to recanalisation and to the reperfusion of the tissue. The less known fact is that tPA is produced by neurons, which can store tPA in synaptic vesicles and during the repolarization neurons can release tPA into the synaptic cleft and when tPA reaches the cleft, it can interact with the glutamate and NMDA-receptors and improve neuroplasticity. But overactivation of the NMDA- receptors in stroke can provoke the neurotoxic effects of tPA. In his lab, Denis Vivien with his team developed the several molecules, the fist one is “a tPA, which can not bind to NMDA-receptors” and the second one is the monoclonal antibody Glunomab which can block the tPA binding to the NMDA-receptors. So future directions for the stroke treatment is not only using the alteplase which is already proven medication in combination with thrombectomy, but also using so called “cocktails” with N-acetylcysteine to prevent the secondary formation of the thrombi and the Glunomab to reduce the neurotoxic effects of tPA.

Do interventions to improve cardiovascular risk factors or function delay cognitive decline and vascular or Alzheimer’s dementias?

Presented by William Whiteley (United Kingdom)

Whether dementia is really preventable? With this question William Whiteley opened his talk. What is optimistic, is that dementia incidence has been falling by 13% each decade since 1998. Dementia prevention, intervention, and care: 2020 report of the Lancet Commission suggests that ca. 40% of dementia cases are preventable, but estimated population attributable risk from vascular factors is small:

  • 5% smoking
  • 2% hypertension
  • 1% obesity
  • 1% diabetes

Causality of many risk factors is still unclear. Limitations to observational dementia epidemiology consist of confounding (education and socioeconomic status; APOE E4: elevated LDL cholesterol, reduced obesity, reduced diabetes), loss to follow up (If biased to high level of risk factors and no dementia), the measurement error (diet; blood pressure) and reverse causality. If we look at the observational prospective studies linking increased BMI with the development of dementia, then we see that studies which lasted not more than 5-7 years did not demonstrate enough casualty and the studies which followed patients over 15 years demonstrated the increasing the dementia rates over time in subjects whose BMI was > 25 and this casualty seems to be true.

According to some studies (4), there is a steep correlation between elevated blood pressure and the risk of dementia, but significant in the young age, while in older age there is no such an association and the similar findings were displayed with a stroke as an outcome, though Hughes with a team demonstrated in the metaanalysis that for blood pressure lowering RR is 0.87 (95%C| 0.78, 0.97) for dementia prevention.

There are no significant changes while using statins on the long-term dementia prevention and REWIND study of diabetes control showed HR: 0.86; 95%Cl: 0.79, 0.95 for the GLP-1 (dulaglutide) with the outcome as significant cognitive impairment.

There is no strong association between genetic vascular risk-factors and the development of dementia ( meta-analysis from Edinburg researchers).

In conclusion William Whiteley underlined that “if new evidence is needed for population-wide dementia prevention, then new large trials are necessary. They need to have:

  • sufficiently long follow up
  • a very large number of participants
  • use adjudicated dementia or MCI as an outcome (in the absence of areliable intermediate biomarker)”.

Different roles of vascular mural cell in brain capillary blood flow control

Presented by Martin Lauritzen (Denmark)

At the beginning of his talk, Martin Lauritzen mentioned that vascular signals are the basis for functional neuroimaging and vascular pathology is cause & effect of secondary damage in strokes. On the example of mother and child bonding and examined with MRI, Prof. Lauritzen brought the information that for the bonding process active nerve cells release neurotransmitters, astrocytes release vasodilators from endfeet and mural cells on arterioles and capillaries dilate. One of the significant roles in the neurotransmission plays the sphincter from penetrating arteriole to the cortex. The so called “microvascular inflow tract” plays a significant role and consists of the penetrating arteriole, the sphincter and the pericytes on the capillaries wall, and this microvascular inflow tract controls the vascular blood flow and the can reflect on the images supply.

In MCAO, mice models of the middle cerebral artery occlusion, the weaker signal from capillaries, thicker anastomosis but other large vessels which appear thinner were found, which is speculated to be “a postischemic microvascular vasoconstriction”.

Precapillary sphincters maintain perfusion in the cerebral cortex with a mechanism when sphincter resistance preserves perfusion pressure in the penetrating arteriole and safeguards equal perfusion at all cortical depths (Gruhh st al 2020 Nature Communications).

Cardiac arrest triggers pericyte constriction & astrocyte swelling.

In summary Martin Lauritzen underlined that:

  • Precapillary sphincters do exist in the mouse brain
  • They have higher occurrence in superficial than in deeper cortical layers
  • Sphincters safeguard equal perfusion along the penetrating arteriole
  • They control the flux of red blood cells to the capillaries
  • Cortical spreading depolarizations constrict sphincters and cause vascular entrapment of blood cells
  • In strokes and reperfusion, vascular response are time-variant and heterogenous.

 

 

References

  1. Wardlaw JM, Smith EE, Biessels GJ, Cordonnier C, Fazekas F, Frayne R, Lindley RI, O’Brien JT, Barkhof F, Benavente OR, Black SE, Brayne C, Breteler M, Chabriat H, Decarli C, de Leeuw FE, Doubal F, Duering M, Fox NC, Greenberg S, Hachinski V, Kilimann I, Mok V, Oostenbrugge Rv, Pantoni L, Speck O, Stephan BC, Teipel S, Viswanathan A, Werring D, Chen C, Smith C, van Buchem M, Norrving B, Gorelick PB, Dichgans M; STandards for ReportIng Vascular changes on nEuroimaging (STRIVE v1). Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration. Lancet Neurol. 2013 Aug;12(8):822-38. doi: 10.1016/S1474-4422(13)70124-8. PMID: 23867200; PMCID: PMC3714437.
  2. Duchesne S, Chouinard I, Potvin O, Fonov VS, Khademi A, Bartha R, Bellec P, Collins DL, Descoteaux M, Hoge R, McCreary CR, Ramirez J, Scott CJM, Smith EE, Strother SC, Black SE; CIMA-Q group and the CCNA group. The Canadian Dementia Imaging Protocol: Harmonizing National Cohorts. J Magn Reson Imaging. 2019 Feb;49(2):456-465. doi: 10.1002/jmri.26197. Epub 2018 Sep 17. PMID: 30635988.
  3. Morrison C, Dadar M, Villeneuve S, Collins L, for Alzheimer’s Disease Neuroimaging Initiative. White matter hyperintensities may be an early marker for age-related cognitive decline. bioRxiv 2021.09.23.461560; doi: https://doi.org/10.1101/2021.09.23.461560
  4. Connor A. Emdin , Peter M. Rothwell , Gholamreza Salimi-Khorshidi , Amit Kiran , Nathalie Conrad , Thomas Callender , Ziyah Mehta , Sarah T. Pendlebury , Simon G. Anderson , Hamid Mohseni , Mark Woodward and Kazem Rahimi. Blood Pressure and Risk of Vascular Dementia Evidence From a Primary Care Registry and a Cohort Study of Transient Ischemic Attack and Stroke. 2016 https://doi.org/10.1161/STROKEAHA.116.012658Stroke. 2016;47:1429–1435

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ESOC 2022 Virtual Poster Walk with Dr. Vojtech Novotny https://eso-stroke.org/esoc-2022-virtual-poster-walk-with-dr-vojtech-novotny/ Mon, 09 May 2022 07:26:57 +0000 https://eso-stroke.org/?p=22450 <p>The post ESOC 2022 Virtual Poster Walk with Dr. Vojtech Novotny first appeared on European Stroke Organisation.</p>

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By Dr. Vojtech Novotny, Bergen Stroke Research Group, Department of Neurology, Haukeland University Hospital, Bergen, Norway

@vojtech_no

The pandemic is mostly over, and we, the stroke enthusiasts, may finally meet up again in person to share our yearly research. The second day of the conference brought us plenty of interesting results and the poster section was not an exception. I got an opportunity to share with you some of the posters that caught my eye.

The logistics in the acute stroke management is vital. Authors from Munich in their poster TIME METRICS OF AIR VS. GROUND INTERHOSPITAL TRANSFER FOR ENDOVASCULAR THERAPY IN RURAL AREAS compared interhospital transfer for endovascular treatment by air vs. by ground. The results show that transfer by air was not superior compared to that one by ground within the local telestroke network and was independent of interhospital distance (up to 123 km). Flying Intervention Team may be an alternative and is currently investigated by the research group.

EVT is very effective in acute treatment of LVO and further research on this field is vital. Colleagues from Heidelberg conducted a systematic review with meta-analysis on safety and outcome of EVT compared to best medical treatment for isolated PCA occlusion presented in their poster ENDOVASCULAR VS MEDICAL MANAGEMENT OF POSTERIOR CEREBRAL ARTERY OCCLUSION STROKE: A META-ANALYSIS. The authors report no significant differences in safety of EVT compared to best medical treatment. They confirm that EVT is safe for these patients. The clinical benefit is however, a still a question of future trials, as no significant difference was reported.

Colleagues from Miami went through their large Stroke registry and assessed clinical outcomes after EVT in patients over 80 years old. With increasingly aging population worldwide, such studies are immensely important. The presented poster has title AGE OVER 80 IS ASSOCIATED WITH POOR DISCHARGE OUTCOMES AFTER ENDOVASCULAR THROMBECTOMY: FLORIDA STROKE REGISTRY. In the age group over 80 years, the patients are less likely to be discharged home or to rehabilitate after EVT, however no difference in the rate of death or life threatening complications were reported. No evidence of an upper age limit for EVT in regards to safety was found.

Major cerebrovascular events may have a certain impact on patients’ emotional state. French group in their poster LONG-TERM ANXIETY IN SPONTANEOUS INTRACEREBRAL HAEMORRHAGE SURVIVORS looked closely on patients who went through ICH and investigated their long-term anxiety levels. The authors report that lobar ICH was associated with anxiety however, long-term cognitive and functional impairment seem not to influence or be influenced by/anxiety.

The COVID pandemic is over and our Italian colleagues in their poster FIRST, SECOND AND THIRD COVID-19 PANDEMIC WAVES AND THEIR DIFFERENT IMPACTS ON STROKE CARE: EVIDENCES FROM THE TUSCANY STROKE NETWORK evaluated the consequences of the three big pandemic waves on the local stroke care. The results show a decline of hospitalizations with stroke in general. The decline was however, decreasing with each wave. It seems that the pattern has been changing positively in favor of patients with each wave.

These are just few picks out of a vast amount of high-quality research presented at ESOC 2022. I hope that you have enjoyed the conference either as me virtually or in Lyon physically!

I wish with all my heart that the next ESOC in Munich will take place in times that are more peaceful and that we will meet many of our Ukrainian colleagues and help them restore the stroke care in their country. We all should believe in what one of democracy’s most principled voices Vaclav Havel said ‘Truth and love will overcome lies and hatred.’

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ESOC 2022 Virtual Poster Walk with Dr. Märit Jensen https://eso-stroke.org/esoc-2022-virtual-poster-walk-with-dr-marit-jansen/ Fri, 06 May 2022 16:55:09 +0000 https://eso-stroke.org/?p=22429 <p>The post ESOC 2022 Virtual Poster Walk with Dr. Märit Jensen first appeared on European Stroke Organisation.</p>

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By Märit Jensen, Department of Neurology, University Medical Center Hamburg-Eppendorf, Germany.

@CSI_Lab

Meeting all my colleagues and researchers from all over the world in person at ESOC 2022 was so much fun and stimulating. It seems like we had almost forgotten, how different it is, meeting face to face and discussing stroke research with everybody. There were so many exciting talks and posters, and it was only possible to capture a fraction of it. Luckily, we can check everything online for another couple of weeks.

Among the posters on ACUTE MANAGEMENT, I would like to highlight the poster on the ASSOCIATION OF INTRACRANIAL HEMORRHAGE AFTER ENDOVASCULAR STROKE TREATMENT WITH FUNCTIONAL OUTCOME by van der Steen et al. aiming to assess the association of the occurrence and type of intracranial hemorrhage (ICH) after endovascular therapy with functional outcome. Importantly, also asymptomatic ICH was found to be associated with worse functional outcome, which shows that identifying and monitoring patients at-risk of ICH is an important step towards further improving stroke outcome.

In the session on ACUTE MANAGEMENT – NEITHER THROMBOLYSIS NOR THROMBECTOMY, Chen et al. from Yangzhou University presented an interesting study on brain perfusion changes and blood brain barrier (BBB) damage in patients with asymptomatic carotid stenosis (THE BLOOD BRAIN BARRIER PERMEABILITY IN PATIENTS WITH ASYMPTOMATIC CAROTID ARTERY STENOSIS). Using arterial spin labeling (ASL-) MRI, dynamic susceptibility contrast (DSC-) MRI, and anatomical imaging, they studied 30 patients with asymptomatic carotid stenosis and identified areas of increased BBB permeability in regions with hypoperfusion downstream the stenosis. Moreover, hemispheric gray matter volume was smaller on the side ipsilateral to the stenosis. These findings link chronic hypoperfusion and regional atrophy via BBB damage and may provide an explanation for cognitive deficits in patients with so-called “asymptomatic” carotid stenosis.

In the past years, more and more research has focused on heart-brain interaction as diseases of the heart like atrial fibrillation, heart failure, or myocardial infarction can cause stroke. In the session CARDIOEMBOLISM & HEART-BRAIN INTERACTIONS, Cameron et al. from Glasgow presented the poster NATRIURETIC PEPTIDES MAY HELP TO IDENTIFY PEOPLE WITH LOW RISK OF NEWLY DETECTED ATRIAL FIBRILLATION: DATA FROM THE BIOSIGNAL COHORT.  They found that cardiac biomarkers, NT-proBNP and MR-proANP, may help in identifying patients after stroke who are unlikely to have atrial fibrillation and therefore do not need prolonged cardiac monitoring. As the authors stated, I am convinced that this is very helpful when access is limited.

I would have loved to see a few example images on the poster presented by Lee et al. from the Hallym Neurological Insitute from Korea on CEREBRAL SMALL VESSEL DISEASE BURDEN AND FUTILE REPERFUSION AFTER ENDOVASCULAR THROMBECTOMY FOR ACUTE ISCHEMIC STROKE PATIENTS (Session on NEUROINTERVENTION – EXCLUDING CLINICAL TRIAL RESULTS). The findings were nevertheless intriguing. Addressing the question of futile reperfusion, i.e., poor outcome despite successful reperfusion, the identified the extent of visually assessed white matter hyperintensities reflecting cerebral small vessel disease as an independent predictor of failing to achieve good outcome in these patients. This raises interesting questions on the interaction between small vessel disease and outcome from acute large vessel occlusion, although, of course, there is no simple clinical consequence resulting from these findings. Imaging findings of small vessel disease should not preclude patients from endovascular treatment.

I hope my brief summaries have made you want to know more!

“Au revoir Lyon” and “Bis bald in München!”

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ESOC 2022 Session Report – Stroke care in women: from pathophysiology to health care delivery https://eso-stroke.org/esoc-2022-session-report-stroke-care-in-women/ Fri, 06 May 2022 15:13:53 +0000 https://eso-stroke.org/?p=22410 <p>The post ESOC 2022 Session Report – Stroke care in women: from pathophysiology to health care delivery first appeared on European Stroke Organisation.</p>

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By Stela Rutovic

Chairs: Paola Santalucia (Italy), Diana Aguiar de Sousa (Portugal)

The first lecture was presented by Cheryl Bushnell (United States) on the topic, Stroke Care Access: Why are older women still undertreated? Overview of current studies showed that women present with more non-traditional stroke symptoms, and are more likely to have diagnosis of stroke mimics. At the time of stroke onset women are older than men, which is associated with more comorbidities and lower pre-stroke function, as well as more severe strokes. Women are less likely to receive defect- free care, and social determinants of health are major factors in access to care before, during and after stroke.

The second speech on the topic, Women and AF- A dangerous relationship? by Julia Ferrari (Austria) reported that although atrial fibrillation is more common in men, women have higher risk of stroke than men, more debilitating strokes and higher stroke mortality. Women are more likely to experience atypical Afib symptoms, tend to have more frequent and longer- lasting AFib episodes than men, and are less likely to receive oral anticoagulation therapy. Several factors contribute to higher stroke severity in women such as higher rates of total anterior circulation strokes (TACS), smaller vessel diameter and influence of sex hormones on coagulation system.

The third lecture, Carotid stenosis management in women: important considerations for endarterectomy, by Seemant Chaturvedi (United States) discussed approach to carotid revascularization. Results of CREST study showed that women have higher complication rate with CAS compared to men. Indications for carotid revascularization do not differ between genders. The choice of optimal treatment should consider evaluation of patient’s risk profile, anatomic criteria, plaque morphology and medical comorbidities. Atherosclerotic plaques in women are different in morphology and composition compared to men. As a result, women may require different treatment than men. Women tend to be older than men at the time of revascularization. Previous studies have suggested uncertain benefit for asymptomatic women, and reduced benefit for symptomatic women. However, representation of women in carotid trials has been suboptimal and ongoing studies such as CREST 2 and SCORE are needed to provide data on risk/benefit ratio of revascularization vs. intensive medical therapy.

The fourth talk was on Adverse pregnancy events and outcomes- opportunity for primary prevention of stroke by Svetlana Lorenzano (Italy). Pregnancy is associated with many physiological changes which may contribute to occurrence of adverse pregnancy outcomes (APO) including hypertensive disorders of pregnancy, preterm delivery, small for gestational age, large for gestational age, placenta abruption, and pregnancy loss. Presence of APOs is associated with increased risk for development of cerebrovascular diseases (CVD), as well as traditional risk factors later in life post-pregnancy. So far, most CVD stratification studies have been conducted in middle aged and older women, who are more likely to have also developed conventional CVD risk factors. Studies in primary prevention of stroke have shown that low-dose aspirin started in early pregnancy reduces risk for some APOs among higher-risk females. It is important to implement healthcare system changes to improve the transition of care after pregnancy, with longer postpartum follow-up care to screen for CVD risk factors and provide CVD prevention counseling.

The last lecture in the session was on the topic of Rare causes of stroke in women, by Diana Aguiar de Sousa (Portugal) who emphasized the need of careful clinical evaluation of every patient with postpartum headache. Although it is a common complaint, clinicians should consider less common causes of secondary headache which are more common in women, such as cerebral venous sinus thrombosis (CVST), postpartum preeclampsia and eclampsia, PRES and RCVS. Hypertensive disorders of pregnancy are major risk factors for maternal stroke. CVST accounts for approximately 1/3 of pregnancy related strokes. In an ongoing Covid-19 pandemic, we should consider that CVST can also be a manifestation of vaccine induced immune thrombotic thrombocytopenia, which is rare side-effect of vaccination against Covid-19. The risk of pregnancy related stroke is also increased in several rare diseases such as fibromuscular dysplasia, moyamoya disease, peripartum cardiomyopathy, choriocarcinoma. Improving outcomes is dependent on proper identification of rare causes of stroke in women and early treatment.

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ESOC 2022 Session Report – Can Artificial Intelligence and Data Science improve Care of Stroke? The art of the possible https://eso-stroke.org/esoc-2022-session-report-2/ Fri, 06 May 2022 12:08:38 +0000 https://eso-stroke.org/?p=22378 <p>The post ESOC 2022 Session Report – Can Artificial Intelligence and Data Science improve Care of Stroke? The art of the possible first appeared on European Stroke Organisation.</p>

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By Pietro Caliandro

Chairs: Prof Iris Grunwald, United Kingdom and Prof William Whiteley, United Kingdom

Artificial intelligence applications in acute stroke recognition 

Presented by prof Helle Collatz Christensen, Denmark

Prof Christensen emphasizes how difficult it is to correctly identify stroke patients during phone calls at the emercengy number and how it is important that operators properly recognize patients and activate the stroke management chain. Only 35% of strokes are recognized at the time of the phone call and this aspect needs to be improved to facilitate access to treatment. Artificial intelligence algorithms can be instructed to recognize a patient as a stroke patient by interpreting the phone calls that are recorded during the distress call. This procedure requires the creation of linguistic models that the algorithm should be able to recognize during phone calls. An important issue is linked to the management of sensitive patient data.

Strengths and weaknesses of current AI tools for stroke imaging diagnosis 

Presented by prof Philip White, United Kingdom

Prof Philip White presented the different AI tools currently able to diagnose stroke by interpreting neuroimaging. He underlined how the introduction of some AI models such as RAPID or VIiz in LVO has made it possible to significantly improve stroke treatment by making revascularization times faster and therefore more effective. Prof White underlines that AI tools are a great promise as decision support tools but caution is required in its use because we need regulatory rules and more robust evidence.

Artificial intelligence and big data in stroke prevention due to AF 

Presented by prof Signild Åsberg, Sweden

Prof Åsberg began his interesting presentation by explaining the concepts of AI and big data. When we talk about big data we refer to a considerable amount of information that must be managed appropriately, while AI represents the set of calculation tools that allow information to be processed. She then demonstrated how these concepts can be applied to improve the identification and treatment of stroke patients in whom atrial fibrillation is suspected. AI algorithms can create predictive models of the presence of atrial fibrillation, identify atrial fibrillation in patients with stroke, and monitor NOAC therapy. She underlined that AI has the potential to improve stroke prevention in AF but its role, circumstances of its application, and the optimal methods need to be defined.

Computational modelling of acute stroke therapy 

Professor Alfons Hoekstra, Netherlands

Professor Hoekstra illustrated the concept of in silico trial and highlighted how AI algorithms can be used to create virtual patient cohorts in which to define the localization and the extent of the ischemic lesion, the type of revascularization treatment to which they are subjected and evaluate the outcome based on the results of real clinical trials such as MR-CLEAN. A similar approach makes it possible to simulate the clinical conditions of the individual patient and predict the evolution in advance based on the information obtained from the trials. Furthermore, Prof Hoekstra highlighted how modeling tools can be useful for designing new real clinical trials.

Looking to the future – AI tools in rehabilitation and re-integration 

Professor Christian Gerloff, Germany

Professor Christian Gerloff begins his stimulating report by recalling the results of NETS trial which highlighted the lack of efficacy of tDCS in improving the motor function of the upper limb in stroke patients. He invites us to reflect on the possible causes that led to this result and underlined how the location of the lesion, skull and skin thicknesses, different strutural anatomy, different co-morbiditie and so on may have prevented the effectiveness of tDCS since the stimulus parameters rwere not personalised according to subjective characteristics of the patient. AI can be a powerful mean of calculation which, based on typical elements of the individual subject, can allow us to customize the stimulation parameters. He then illustrated how this personalization can be applied to rehabilitation approaches such as upper limb support tools that can be customized by integrating multiple data recorded by motion sensors positioned on the patient’s upper limb. The last example presented is the application of AI as a tool for predicting the outcome after the recanalization procedure in a “real world” population and not selected as that typical of clinical trials.

Artificial intelligence increasingly enters our daily life and its use in the treatment of stroke is a frontier to be explored. It is not a question of delegating the physician’s function to an algorithm, but implementing the tools available to the physician in order to make increasingly personalized and effective therapeutic choices. Artificial intelligence applied to stroke must be a patient-centric and privacy-preserving tool whose development requires the involvement of physicians, patients and caregivers in order to meet the needs of the end user.

 

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