Molecular and Neuroimaging Profile Associated with the Recurrence of Different Types of Strokes: Contribution from Real-World Data
<b>Objective:</b> This study aimed to investigate potential specific molecular and neuroimaging biomarkers for stroke subtype recurrence to improve secondary stroke prevention. <b>Methods:</b> A retrospective analysis was conducted on a prospective stroke biobank. The main endpoint was to evaluate the association between different biomarkers and the recurrence of stroke subtypes. Serum levels of interleukin 6 (IL-6) and tumor necrosis factor-alpha (TNF-a) were analyzed as inflammation biomarkers; N-terminal pro-B-type natriuretic peptide (NT-pro-BNP) and microalbuminuria were used as atrial/endothelial dysfunction biomarkers, while leukoaraiosis (LA) and soluble TNF-like inducers of apoptosis (sTWEAK) were used as biomarkers for blood-brain barrier dysfunction. Demographic and clinical variables were also included. <b>Results:</b> A total of 5038 stroke patients were included, with a mean follow-up of 4.9 years (±3.3). Stroke recurrences were observed in 18.4% of patients (927 individuals). The main results found were as follows: LA was independently associated with lacunar stroke recurrence (adjusted OR 9.50; 95% CI: 3.12-28.93). NT-pro-BNP levels higher than >1000 pg/mL were independently associated with cardioembolic stroke recurrence (adjusted OR 1.80; 95% CI: 1.23-2.61). Persistently elevated TNF-a levels (>24 pg/mL) after stroke recurrence showed an adjusted OR of 21.26 (95% CI: 12.42-37.59) for atherothrombotic subtype, whereas persistently high sTWEAK levels (>7000 pg/mL) after a second hemorrhagic stroke showed an adjusted OR of 4.81 (95% CI: 2.86-8.07) for hemorrhagic subtype. <b>Conclusions:</b> The presence of LA and high levels of NT-pro-BNP, TNF-a, and sTWEAK were associated with an increased risk for lacunar, cardioembolic, atherothrombotic, and hemorrhagic stroke recurrences, respectively.
Authors
- Sabela Fernández‐Rodicio (ORCID: https://orcid.org/0009-0003-2381-6432)
- Antonio J. Mosqueira (ORCID: https://orcid.org/0000-0003-0345-2486)
- Manuel Rodríguez‐Yáñez (ORCID: https://orcid.org/0000-0002-5381-8557)
- Arturo González‐Quintela (ORCID: https://orcid.org/0000-0002-6909-1807)
- Jacobo Porto-Álvarez (ORCID: https://orcid.org/0000-0002-1646-0680)
- Pablo Hervella (ORCID: https://orcid.org/0000-0003-1249-6333)
- Tomás Sobrino (ORCID: https://orcid.org/0000-0002-9760-8690)
- Marcos Bazarra‐Barreiros (ORCID: https://orcid.org/0000-0003-1317-6745)
- Crhistian‐Mario Oblitas (ORCID: https://orcid.org/0000-0002-4731-749X)
- Ramón Iglesias‐Rey (ORCID: https://orcid.org/0000-0002-9985-9135)
- María Luz Alonso-Alonso (ORCID: https://orcid.org/0000-0003-2603-5271)
- Iria López‐Dequidt (ORCID: https://orcid.org/0000-0002-3558-9295)
- José Castillo (ORCID: https://orcid.org/0000-0002-6685-3001)
- Alberto Ouro (ORCID: https://orcid.org/0000-0003-4359-1704)
- Ana Sampedro‐Viana (ORCID: https://orcid.org/0000-0002-8482-3893)
- Francisco Campos (ORCID: https://orcid.org/0000-0001-8665-1039)
- Sara Ortega-Espina
- María Teresa Abengoza-Bello
- Javier Martínez Fernández (ORCID: https://orcid.org/0009-0005-6166-9351)
- Inmaculada González-Simón
Institutions
- Instituto de Salud Carlos III (ES)
- Complejo Hospitalario Universitario de Santiago (ES)
- Centro de Investigación Biomédica en Red (ES)
- Instituto de Investigación Sanitaria de Santiago (ES)
- Complejo Hospitalario Universitario de Ferrol (ES)
Publication Details
- Journal
- Journal of Clinical Medicine
- Published
- 2025-02-21
- DOI
- https://doi.org/10.3390/jcm14051460
- Citations
- 2
- Primary Topic
- S100 Proteins and Annexins
- Type
- article
- Field-Weighted Citation Impact
- 1.61
Funders
- Ministerio de Ciencia e Innovación
- Xunta de Galicia
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas
- Instituto de Salud Carlos III
- European Regional Development Fund