251. Towards personalised intra- arterial treatment of patients with acute ischaemic stroke
- Author
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Diederik W.J. Dippel, Wim H. van Zwam, Joseph P. Broderick, Yvo B.W.E.M. Roos, Charles B. L. M. Majoie, Sharon D. Yeatts, Aad van der Lugt, Bob Roozenbeek, Hester F. Lingsma, Esmee Venema, Maxim J. H. L. Mulder, Olvert A. Berkhemer, Pooja Khatri, Robert J. van Oostenbrugge, Ewout W. Steyerberg, MUMC+: MA Neurologie (3), RS: CARIM - R3.03 - Cerebral small vessel disease, Klinische Neurowetenschappen, MUMC+: DA BV Medisch Specialisten Radiologie (9), RS: CARIM - R3.11 - Imaging, Beeldvorming, Radiology and Nuclear Medicine, Amsterdam Neuroscience - Neurovascular Disorders, Neurology, Amsterdam Cardiovascular Sciences, ACS - Atherosclerosis & ischemic syndromes, ACS - Microcirculation, Radiology & Nuclear Medicine, Orthopedics and Sports Medicine, and Public Health
- Subjects
Research design ,law.invention ,EARLY MANAGEMENT ,0302 clinical medicine ,Randomized controlled trial ,Modified Rankin Scale ,law ,Ischaemic stroke ,Protocol ,intra-arterial therapy ,030212 general & internal medicine ,Stroke ,Netherlands ,media_common ,Endovascular Procedures ,General Medicine ,personalised treatment ,prediction model ,Treatment Outcome ,Neurology ,Research Design ,TRIAL ,medicine.medical_specialty ,media_common.quotation_subject ,ENDOVASCULAR THERAPY ,decision aid ,Clinical Decision-Making ,TRAUMATIC BRAIN-INJURY ,MODERN MODELING TECHNIQUES ,CLOT BURDEN SCORE ,Decision Support Techniques ,mechanical thrombectomy ,03 medical and health sciences ,Optimism ,medicine ,Humans ,Protocol (science) ,HEALTH-CARE PROFESSIONALS ,ischaemic stroke ,business.industry ,Reproducibility of Results ,medicine.disease ,CT ANGIOGRAPHY ,INTRAVENOUS T-PA ,Emergency medicine ,Physical therapy ,Ordered logit ,business ,030217 neurology & neurosurgery ,INTRAARTERIAL TREATMENT - Abstract
Introduction Overall, intra-arterial treatment (IAT) proved to be beneficial in patients with acute ischaemic stroke due to a proximal occlusion in the anterior circulation. However, heterogeneity in treatment benefit may be relevant for personalised clinical decision-making. Our aim is to improve selection of patients for IAT by predicting individual treatment benefit or harm. Methods and analysis We will use data collected in the Multicenter Randomized Clinical Trial of Endovascular Treatment for Acute Ischemic Stroke in the Netherlands (MR CLEAN) trial to analyse the effect of baseline characteristics on outcome and treatment effect. A multivariable proportional odds model with interaction terms will be developed to predict the outcome for each individual patient, both with and without IAT. Model performance will be expressed as discrimination and calibration, after bootstrap resampling and shrinkage of regression coefficients, to correct for optimism. External validation will be conducted on data of patients in the Interventional Management of Stroke III trial (IMS III). Primary outcome will be the modified Rankin Scale (mRS) at 90 days after stroke. Ethics and dissemination The proposed study will provide an internationally applicable clinical decision aid for IAT. Findings will be disseminated widely through peer-reviewed publications, conference presentations and in an online web application tool. Formal ethical approval was not required as primary data were already collected. Trial registration numbers ISRCTN10888758; Post-results and NCT00359424; Post-resultsc.
- Published
- 2017