miRNome Profiling of Extracellular Vesicles in Patients With Severe COVID-19 and Identification of Predictors of Mortality

Author:

Sánchez-de Prada Laura123,García-Concejo Adrián14,Tamayo-Velasco Álvaro145,Martín-Fernández Marta146,Gonzalo-Benito Hugo147,Gorgojo-Galindo Óscar17,Montero-Jodra A17,Peláez María Teresa18,Martínez Almeida Iciar18,Bardají-Carrillo Miguel18,López-Herrero Rocío189,Román-García Patricia18,Eiros José María23,Sanz-Muñoz Iván124,Aydillo Teresa1011,Jiménez-Sousa María Ángeles1412,Fernández-Rodríguez Amanda1412ORCID,Resino Salvador1412,Heredia-Rodríguez María1413,Bernardo David414,Gómez-Sánchez Ester1489,Tamayo Eduardo1489

Affiliation:

1. Biocritic, Group for Biomedical Research in Critical Care Medicine

2. National Influenza Centre , Valladolid , Spain

3. Department of Microbiology, Hospital Universitario Río Hortega , Valladolid , Spain

4. Centro de Investigación Biomédica en Red de Enfermedades Infecciosas, Instituto de Salud Carlos III , Madrid , Spain

5. Department of Haematology and Hemotherapy, Hospital Clínico Universitario de Valladolid , Spain

6. Department of Pharmacology, Faculty of Medicine, Universidad de Valladolid , Spain

7. Institute of Health Sciences of Castile and Leon , Soria , Spain

8. Department of Anesthesiology and Critical Care, Hospital Clínico Universitario de Valladolid , Spain

9. Department of Surgery, Faculty of Medicine, Universidad de Valladolid , Spain

10. Department of Microbiology, Icahn School of Medicine at Mount Sinai , New York, NY , USA

11. Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai , NewYork, NY , USA

12. Unit of Viral Infection and Immunity, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos III (ISCIII) , Madrid , Spain

13. Anesthesiology and Critical Care Department, Hospital Clínico Universitario de Salamanca , Spain

14. Mucosal Immunology Laboratory, Unit of Excellence, Institute of Biomedicine and Molecular Genetics, University of Valladolid–CSIC , Spain

Abstract

Abstract Background Extracellular vesicles (EVs), containing microRNAs (miRNAs) and other molecules, play a central role in intercellular communication, especially in viral infections caused by SARS-CoV-2. This study explores the miRNA profiles in plasma-derived EVs from patients with severe COVID-19 vs controls, identifying potential mortality predictors. Methods This prospective study included 36 patients with severe COVID-19 and 33 controls without COVID-19. EV-derived miRNAs were sequenced, and bioinformatics and differential expression analysis between groups were performed. The plasma miRNA profile of an additional cohort of patients with severe COVID-19 (n = 32) and controls (n = 12) was used to compare with our data. Survival analysis identified potential mortality predictors among the significantly differentially expressed (SDE) miRNAs in EVs. Results Patients with severe COVID-19 showed 50 SDE miRNAs in plasma-derived EVs. These miRNAs were associated with pathways related to inflammation and cell adhesion. Fifteen of these plasma-derived EV miRNAs were SDE in the plasma of severe cases vs controls. Two miRNAs, hsa-miR-1469 and hsa-miR-6124, were identified as strong mortality predictors with an area under the receiver operating characteristic curve of 0.938. Conclusions This research provides insights into the role of miRNAs within EVs in severe COVID-19 and their potential as clinical biomarkers for mortality.

Funder

Instituto de Salud Carlos III

Centro de Investigación Biomédica en Red en

en Enfermedades Infecciosas

Junta de Castilla y León

Consejería de Educación de Castilla y León

Fundación Ramón Areces

CSIC's Global Health Platform

Publisher

Oxford University Press (OUP)

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