Literature DB >> 35647313

A novel biomarker panel index improves risk stratification after ischemic stroke.

Antonela Bicvic1,2, Natalie Scherrer1, Juliane Schweizer1, Felix Fluri3,4, Mirjam Christ-Crain5, Gian Marco De Marchis6, Andreas R Luft1, Mira Katan1.   

Abstract

Background: We investigated 92 blood biomarkers implicated in the pathophysiological pathways of ischemic injury, inflammation, hemostasis, and regulation of vascular resistance to predict post-stroke mortality. Aim: Based on the most promising markers, we aimed to create a novel Biomarker Panel Index (BPI) for risk stratification.
Methods: In this prospective study, we measured 92 biomarkers in 320 stroke patients. The primary outcome measure was mortality within 90 days. We estimated the association of each biomarker using logistic regression adjusting for multiple testing. The most significant 16 biomarkers were used to create the BPI. We fitted regression models to estimate the association and the discriminatory accuracy of the BPI with mortality and stroke etiology.
Results: Adjusted for demographic and vascular covariates, the BPI remained independently associated with mortality (odds ratio (OR) 1.68, 95% confidence interval (CI): 1.29-2.18) and cardioembolic stroke etiology (OR 1.38, 95% CI: 1.10-1.74), and improved the discriminatory accuracy to predict mortality (area under the receiver operating characteristic curve (AUC) 0.93, 95% CI: 0.89-0.96) and cardioembolic stroke etiology (AUC 0.70, 95% CI: 0.64-0.77) as compared to the best clinical prediction models alone (AUC 0.89, 95% CI: 0.84-0.94 and AUC 0.66, 95% CI: 0.60-0.73, respectively). Conclusions: We identified a novel BPI improving risk stratification for mortality after ischemic stroke beyond established demographic and vascular risk factors. Furthermore, the BPI is associated with underlying cardioembolic stroke etiology. These results need external validation. © European Stroke Organisation 2022.

Entities:  

Keywords:  Stroke; biomarker; cardioembolic; ischemic; mortality; prognosis

Year:  2022        PMID: 35647313      PMCID: PMC9134784          DOI: 10.1177/23969873221090798

Source DB:  PubMed          Journal:  Eur Stroke J        ISSN: 2396-9873


  28 in total

1.  The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies.

Authors:  Erik von Elm; Douglas G Altman; Matthias Egger; Stuart J Pocock; Peter C Gøtzsche; Jan P Vandenbroucke
Journal:  Lancet       Date:  2007-10-20       Impact factor: 79.321

2.  Natriuretic peptides and mortality after stroke.

Authors:  A M Mäkikallio; T H Mäkikallio; J T Korpelainen; O Vuolteenaho; J M Tapanainen; K Ylitalo; K A Sotaniemi; H V Huikuri; V V Myllylä
Journal:  Stroke       Date:  2005-03-31       Impact factor: 7.914

3.  A randomized trial of intraarterial treatment for acute ischemic stroke.

Authors:  Olvert A Berkhemer; Puck S S Fransen; Debbie Beumer; Lucie A van den Berg; Hester F Lingsma; Albert J Yoo; Wouter J Schonewille; Jan Albert Vos; Paul J Nederkoorn; Marieke J H Wermer; Marianne A A van Walderveen; Julie Staals; Jeannette Hofmeijer; Jacques A van Oostayen; Geert J Lycklama à Nijeholt; Jelis Boiten; Patrick A Brouwer; Bart J Emmer; Sebastiaan F de Bruijn; Lukas C van Dijk; L Jaap Kappelle; Rob H Lo; Ewoud J van Dijk; Joost de Vries; Paul L M de Kort; Willem Jan J van Rooij; Jan S P van den Berg; Boudewijn A A M van Hasselt; Leo A M Aerden; René J Dallinga; Marieke C Visser; Joseph C J Bot; Patrick C Vroomen; Omid Eshghi; Tobien H C M L Schreuder; Roel J J Heijboer; Koos Keizer; Alexander V Tielbeek; Heleen M den Hertog; Dick G Gerrits; Renske M van den Berg-Vos; Giorgos B Karas; Ewout W Steyerberg; H Zwenneke Flach; Henk A Marquering; Marieke E S Sprengers; Sjoerd F M Jenniskens; Ludo F M Beenen; René van den Berg; Peter J Koudstaal; Wim H van Zwam; Yvo B W E M Roos; Aad van der Lugt; Robert J van Oostenbrugge; Charles B L M Majoie; Diederik W J Dippel
Journal:  N Engl J Med       Date:  2014-12-17       Impact factor: 91.245

Review 4.  Precision medicine in secondary prevention of ischemic stroke: how may blood-based biomarkers help in clinical routine? An expert opinion.

Authors:  Giulio Bicciato; Markus Arnold; Aidan Gebhardt; Mira Katan
Journal:  Curr Opin Neurol       Date:  2022-02-01       Impact factor: 5.710

5.  Prognostic value of plasma neuroendocrine biomarkers in patients with acute ischaemic stroke.

Authors:  W-J Tu; X Dong; S-J Zhao; D-G Yang; H Chen
Journal:  J Neuroendocrinol       Date:  2013-09       Impact factor: 3.627

6.  Etiologic diagnosis of ischemic stroke subtypes with plasma biomarkers.

Authors:  Joan Montaner; Mila Perea-Gainza; Pilar Delgado; Marc Ribó; Pilar Chacón; Anna Rosell; Manolo Quintana; Mauricio E Palacios; Carlos A Molina; José Alvarez-Sabín
Journal:  Stroke       Date:  2008-06-05       Impact factor: 7.914

7.  Copeptin: a novel, independent prognostic marker in patients with ischemic stroke.

Authors:  Mira Katan; Felix Fluri; Nils G Morgenthaler; Philipp Schuetz; Christian Zweifel; Roland Bingisser; Klaus Müller; Stephan Meckel; Achim Gass; Ludwig Kappos; Andreas J Steck; Stefan T Engelter; Beat Müller; Mirjam Christ-Crain
Journal:  Ann Neurol       Date:  2009-12       Impact factor: 10.422

8.  Homogenous 96-plex PEA immunoassay exhibiting high sensitivity, specificity, and excellent scalability.

Authors:  Erika Assarsson; Martin Lundberg; Göran Holmquist; Johan Björkesten; Stine Bucht Thorsen; Daniel Ekman; Anna Eriksson; Emma Rennel Dickens; Sandra Ohlsson; Gabriella Edfeldt; Ann-Catrin Andersson; Patrik Lindstedt; Jan Stenvang; Mats Gullberg; Simon Fredriksson
Journal:  PLoS One       Date:  2014-04-22       Impact factor: 3.240

9.  The prognostic value of biomarkers in stroke.

Authors:  Francesco Iemolo; Enzo Sanzaro; Giovanni Duro; Antonello Giordano; Maurizio Paciaroni
Journal:  Immun Ageing       Date:  2016-05-31       Impact factor: 6.400

10.  Age-Specific Vascular Risk Factor Profiles According to Stroke Subtype.

Authors:  Allard J Hauer; Ynte M Ruigrok; Ale Algra; Ewoud J van Dijk; Peter J Koudstaal; Gert-Jan Luijckx; Paul J Nederkoorn; Robert J van Oostenbrugge; Marieke C Visser; Marieke J Wermer; L Jaap Kappelle; Catharina J M Klijn
Journal:  J Am Heart Assoc       Date:  2017-05-08       Impact factor: 5.501

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