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Cameron AC, Arnold M, Katsas G, Yang J, Quinn TJ, Abdul-Rahim AH, Campbell R, Docherty K, De Marchis GM, Arnold M, Kahles T, Nedeltchev K, Cereda CW, Kägi G, Bustamante A, Montaner J, Ntaios G, Foerch C, Spanaus K, Eckardstein AV, Dawson J, Katan M. Natriuretic Peptides to Classify Risk of Atrial Fibrillation Detection After Stroke: Analysis of the BIOSIGNAL and PRECISE Cohort Studies. Neurology 2024; 103:e209625. [PMID: 38950311 PMCID: PMC11226326 DOI: 10.1212/wnl.0000000000209625] [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: 11/21/2023] [Accepted: 05/24/2024] [Indexed: 07/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Prolonged cardiac monitoring (PCM) increases atrial fibrillation (AF) detection after ischemic stroke, but access is limited, and it is burdensome for patients. Our objective was to assess whether midregional proatrial natriuretic peptide (MR-proANP) and N-terminal pro-B-type natriuretic peptide (NT-proBNP) could classify people who are unlikely to have AF after ischemic stroke and allow better targeting of PCM. METHODS We analyzed people from the Biomarker Signature of Stroke Aetiology (BIOSIGNAL) study with ischemic stroke, no known AF, and ≥3 days cardiac monitoring. External validation was performed in the Preventing Recurrent Cardioembolic Stroke: Right Approach, Right Patient (PRECISE) study of 28 days of cardiac monitoring in people with ischemic stroke or transient ischemic attack and no known AF. The main outcome is no AF detection. We assessed the discriminatory value of MR-proANP and NT-proBNP combined with clinical variables to identify people with no AF. A decision curve analysis was performed with combined data to determine the net reduction in people who would undergo PCM using the models based on a 15% threshold probability for AF detection. RESULTS We included 621 people from the BIOSIGNAL study. The clinical multivariable prediction model included age, NIH Stroke Scale score, lipid-lowering therapy, creatinine, and smoking status. The area under the receiver-operating characteristic curve (AUROC) for clinical variables was 0.68 (95% CI 0.62-0.74), which improved with the addition of log10MR-proANP (0.72, 0.66-0.78; p = 0.001) or log10NT-proBNP (0.71, 0.65-0.77; p = 0.009). Performance was similar for the models with log10MR-proANP vs log10NT-proBNP (p = 0.28). In 239 people from the PRECISE study, the AUROC for clinical variables was 0.68 (0.59-0.76), which improved with the addition of log10NT-proBNP (0.73, 0.65-0.82; p < 0.001) or log10MR-proANP (0.79, 0.72-0.86; p < 0.001). Performance was better for the model with log10MR-proANP vs log10NT-proBNP (p = 0.03). The models could reduce the number of people who would undergo PCM by 30% (clinical and log10MR-proANP), 27% (clinical and log10NT-proBNP), or 20% (clinical only). DISCUSSION MR-proANP and NT-proBNP help classify people who are unlikely to have AF after ischemic stroke. Measuring MR-proANP or NT-proBNP could reduce the number of people who need PCM by 30%, without reducing the amount of AF detected. TRIAL REGISTRATION INFORMATION NCT02274727; clinicaltrials.gov/study/NCT02274727.
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Affiliation(s)
- Alan C Cameron
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Markus Arnold
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Georgios Katsas
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Jason Yang
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Terence J Quinn
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Azmil H Abdul-Rahim
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Ross Campbell
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Kieran Docherty
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Gian Marco De Marchis
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Marcel Arnold
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Timo Kahles
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Krassen Nedeltchev
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Carlo W Cereda
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Georg Kägi
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Alejandro Bustamante
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Joan Montaner
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - George Ntaios
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Christian Foerch
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Katharina Spanaus
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Arnold Von Eckardstein
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Jesse Dawson
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
| | - Mira Katan
- From the School of Cardiovascular and Metabolic Health (A.C.C., G. Katsas, J.Y., T.J.Q., R.C., K.D., J.D.), University of Glasgow, United Kingdom; Department of Neurology (Markus Arnold), University Hospital Zurich, Switzerland; Liverpool Centre for Cardiovascular Science (A.H.A.-R.), and Cardiovascular and Metabolic Medicine (A.H.A.-R.), Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom; Department of Neurology and Stroke Centre (G.M.D.M., M.K.), University Hospital Basel and University of Basel; Department of Neurology (Marcel Arnold), University Hospital Bern; Department of Neurology and Stroke Center (T.K., K.N.), Cantonal Hospital Aarau; Department of Neurology (C.W.C.), Neurocenter (EOC) of Southern Switzerland, Lugano; Department of Neurology (G. Kägi), Cantonal Hospital St. Gallen, Switzerland; Neurology Service (A.B.), Germans Trias i Pujol University Hospital, Barcelona; Neurovascular Research Group (J.M.), Biomedicine Institute of Seville, Spain; Department of Internal Medicine (G.N.), Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece; Department of Neurology (C.F.), Goethe University, Frankfurt am Main, Germany; and Institute of Clinical Chemistry (K.S., A.V.E.), University Hospital of Zurich, Switzerland
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