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Blood Biomarker Panels for the Early Prediction of Stroke-Associated Complications

  • Datos identificativos

    Identificador: imarina:9216976
    Autores:
    Faura, JuliaBustamante, AlejandroReverte, SilviaGarcia-Berrocoso, TeresaMillan, MonicaCastellanos, MarLara-Rodriguez, BlancaZaragoza, JosepVentura, OriolHernandez-Perez, Mariavan Eendenburg, CecileCardona, PereLopez-Cancio, ElenaCanovas, DavidSerena, JoaquinRubiera, MartaDavalos, AntoniMontaner, Joan
    Resumen:
    Background Acute decompensated heart failure (ADHF) and respiratory tract infections (RTIs) are potentially life-threatening complications in patients experiencing stroke during hospitalization. We aimed to test whether blood biomarker panels might predict these complications early after admission. Methods and Results Nine hundred thirty-eight patients experiencing ischemic stroke were prospectively recruited in the Stroke-Chip study. Post-stroke complications during hospitalization were retrospectively evaluated. Blood samples were drawn within 6 hours after stroke onset, and 14 biomarkers were analyzed by immunoassays. Biomarker values were normalized using log-transformation and Z score. PanelomiX algorithm was used to select panels with the best accuracy for predicting ADHF and RTI. Logistic regression models were constructed with the clinical variables and the biomarker panels. The additional predictive value of the panels compared with the clinical model alone was evaluated by receiver operating characteristic curves. An internal validation through a 10-fold cross-validation with 3 repeats was performed. ADHF and RTI occurred in 19 (2%) and 86 (9.1%) cases, respectively. Three-biomarker panels were developed as predictors: vascular adhesion protein-1 >5.67, NT-proBNP (N-terminal pro-B-type natriuretic peptide) >4.98 and d-dimer >5.38 (sensitivity, 89.5%; specificity, 71.7%) for ADHF; and interleukin-6 >3.97, von Willebrand factor >3.67, and d-dimer >4.58 (sensitivity, 82.6%; specificity, 59.8%) for RTI. Both panels independently predicted stroke complications (panel for ADHF: odds ratio [OR] [95% CI], 10.1 [3-52.2]; panel for RTI: OR, 3.73 [1.95-7.14]) after adjustment by clinical confounders. The addition of the panel to clinical predictors significantly improved
  • Otros:

    Autor según el artículo: Faura, Julia; Bustamante, Alejandro; Reverte, Silvia; Garcia-Berrocoso, Teresa; Millan, Monica; Castellanos, Mar; Lara-Rodriguez, Blanca; Zaragoza, Josep; Ventura, Oriol; Hernandez-Perez, Maria; van Eendenburg, Cecile; Cardona, Pere; Lopez-Cancio, Elena; Canovas, David; Serena, Joaquin; Rubiera, Marta; Davalos, Antoni; Montaner, Joan;
    Departamento: Infermeria
    Autor/es de la URV: REVERTÉ REVERTÉ, SANDRA / Reverté Villarroya, Silvia
    Palabras clave: Stroke‐ Stroke-associated infection Stroke Biomarkers Associated infection Adhf
    Resumen: Background Acute decompensated heart failure (ADHF) and respiratory tract infections (RTIs) are potentially life-threatening complications in patients experiencing stroke during hospitalization. We aimed to test whether blood biomarker panels might predict these complications early after admission. Methods and Results Nine hundred thirty-eight patients experiencing ischemic stroke were prospectively recruited in the Stroke-Chip study. Post-stroke complications during hospitalization were retrospectively evaluated. Blood samples were drawn within 6 hours after stroke onset, and 14 biomarkers were analyzed by immunoassays. Biomarker values were normalized using log-transformation and Z score. PanelomiX algorithm was used to select panels with the best accuracy for predicting ADHF and RTI. Logistic regression models were constructed with the clinical variables and the biomarker panels. The additional predictive value of the panels compared with the clinical model alone was evaluated by receiver operating characteristic curves. An internal validation through a 10-fold cross-validation with 3 repeats was performed. ADHF and RTI occurred in 19 (2%) and 86 (9.1%) cases, respectively. Three-biomarker panels were developed as predictors: vascular adhesion protein-1 >5.67, NT-proBNP (N-terminal pro-B-type natriuretic peptide) >4.98 and d-dimer >5.38 (sensitivity, 89.5%; specificity, 71.7%) for ADHF; and interleukin-6 >3.97, von Willebrand factor >3.67, and d-dimer >4.58 (sensitivity, 82.6%; specificity, 59.8%) for RTI. Both panels independently predicted stroke complications (panel for ADHF: odds ratio [OR] [95% CI], 10.1 [3-52.2]; panel for RTI: OR, 3.73 [1.95-7.14]) after adjustment by clinical confounders. The addition of the panel to clinical predictors significantly improved areas under the curve of the receiver operating characteristic curves in both cases. Conclusions Blood biomarkers could be useful for the early prediction of ADHF and RTI. Future studies should assess the usefulness of these panels in front of patients experiencing stroke with respiratory symptoms such as dyspnea.
    Áreas temáticas: Saúde coletiva Nutrição Medicina ii Medicina i Educação física Ciências biológicas iii Ciências biológicas ii Ciências biológicas i Cardiology and cardiovascular medicine Cardiac & cardiovascular systems Biotecnología
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Direcció de correo del autor: silvia.reverte@urv.cat
    Identificador del autor: 0000-0002-2052-9978
    Fecha de alta del registro: 2024-09-28
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Enlace a la fuente original: https://www.ahajournals.org/doi/10.1161/JAHA.120.018946
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referencia al articulo segun fuente origial: Journal Of The American Heart Association. 10 (5): 1-8
    Referencia de l'ítem segons les normes APA: Faura, Julia; Bustamante, Alejandro; Reverte, Silvia; Garcia-Berrocoso, Teresa; Millan, Monica; Castellanos, Mar; Lara-Rodriguez, Blanca; Zaragoza, Jo (2021). Blood Biomarker Panels for the Early Prediction of Stroke-Associated Complications. Journal Of The American Heart Association, 10(5), 1-8. DOI: 10.1161/JAHA.120.018946
    DOI del artículo: 10.1161/JAHA.120.018946
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2021
    Tipo de publicación: Journal Publications
  • Palabras clave:

    Cardiac & Cardiovascular Systems,Cardiology and Cardiovascular Medicine
    Stroke‐ Stroke-associated infection
    Stroke
    Biomarkers
    Associated infection
    Adhf
    Saúde coletiva
    Nutrição
    Medicina ii
    Medicina i
    Educação física
    Ciências biológicas iii
    Ciências biológicas ii
    Ciências biológicas i
    Cardiology and cardiovascular medicine
    Cardiac & cardiovascular systems
    Biotecnología
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