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Direct Stochastic Optical Reconstruction Microscopy of Extracellular Vesicles in Three Dimensions
Published on: August 26, 2021
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Extracellular vesicle features are associated with COVID-19 severity
Federica Caponnetto1, Maria De Martino1, Daniele Stefanizzi1
1Department of Medicine, University of Udine, Udine, Italy.
Journal of Cellular and Molecular Medicine
|November 15, 2023
Summary
Characterizing extracellular vesicles (EVs) aids in predicting COVID-19 patient outcomes. Smaller EVs and specific biomarkers indicate better prognosis, while larger EVs and other markers correlate with severe disease, improving patient stratification.
Area of Science:
- Immunology and Infectious Diseases
- Biomarker Discovery
- Extracellular Vesicle Biology
Background:
- COVID-19 presents heterogeneously, necessitating early identification of biomarkers for adverse outcomes.
- Extracellular vesicles (EVs) play a role in COVID-19 pathophysiology, with both beneficial and detrimental effects.
- Accurate prognostic stratification is crucial for managing severe and critical COVID-19 patients.
Purpose of the Study:
- To investigate the prognostic role of extracellular vesicles (EVs) in stratifying COVID-19 patients.
- To identify specific EV characteristics and clinical parameters associated with patient outcomes.
Main Methods:
- Enrolled 146 severe or critical COVID-19 patients, collecting demographic, comorbidity, and laboratory data.
- Performed flow cytometric characterization of plasma EV dimensions and antigenic properties.
- Utilized elastic net logistic regression with cross-validation for patient classification.
Main Results:
- Smaller EVs ( < 200 nm) expressing CD31, CD140b, or CD42b, along with albuminemia and monocyte HLA-DR, predicted better outcomes.
- Larger EVs expressing N-cadherin, CD34, CD56, CD31, or CD45, along with elevated IL-6, RDW, NT-proBNP, age, procalcitonin, CCI, and pro-ADM, correlated with disease severity.
- EV dimensions and antigenic properties, combined with laboratory workup, enhance patient stratification.
Conclusions:
- Simultaneous assessment of EV size and antigen expression provides valuable prognostic information for COVID-19 patients.
- This approach complements standard laboratory diagnostics for improved patient stratification and management.
- EV profiling offers a novel avenue for understanding COVID-19 severity and predicting clinical trajectories.
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