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3D Holo-tomographic Mapping of COVID-19 Microclots in Blood to Assess Disease Severity
Talia Bergaglio1,2, Olena Synhaivska1, Peter Niraj Nirmalraj1
1Transport at Nanoscale Interfaces Laboratory, Swiss Federal Laboratories for Materials Science and Technology, Dübendorf CH-8600, Switzerland.
Insights
Researchers used 3D digital holographic microscopy to identify and quantify microclots in COVID-19 patients. This method reveals potential indicators of long COVID, distinguishing them from healthy individuals.
Area of Science:
- Biomedical Imaging
- Hematology
- Infectious Diseases
Background:
- Long-term health effects of COVID-19, including cardiovascular and cognitive issues, persist post-recovery.
- Micrometer-sized blood clots and hyperactivated platelets are potential biomarkers for long COVID.
- Accurate detection methods are crucial for understanding and managing long COVID.
Purpose of the Study:
- To visualize and quantify microclot structures in COVID-19 patient plasma using label-free 3D digital holo-tomographic microscopy (DHTM).
- To differentiate microclots and platelet aggregates from healthy controls.
- To establish a rapid, clinically applicable imaging workflow for microclot analysis.
Main Methods:
- Utilized 3D digital holo-tomographic microscopy (DHTM) for label-free imaging of plasma samples.
- Quantified microclot size, dry mass, and prevalence using 3D refractive index (RI) tomograms.
- Developed an analysis workflow for parametric differentiation of microclot composites, fibrin-rich microclots, and platelet aggregates.
Main Results:
- Successfully resolved and quantified microclot structures in COVID-19 patient plasma.
- Demonstrated significant differences in microclot and platelet aggregate prevalence between COVID-19 patients and healthy controls.
- Established a workflow with a 2-hour turnaround time from sample preparation to results, suitable for clinical settings.
Conclusions:
- DHTM is an effective label-free technique for characterizing microclots associated with COVID-19.
- Microclots and platelet aggregates are more prevalent in COVID-19 patients, suggesting their role in long COVID.
- The developed rapid imaging and analysis workflow has potential for clinical application in diagnosing and monitoring long COVID.
Abstract:
The coronavirus disease 2019 (COVID-19) has impacted health globally. Cumulative evidence points to long-term effects of COVID-19 such as cardiovascular and cognitive disorders, diagnosed in patients even after the recovery period. In particular, micrometer-sized blood clots and hyperactivated platelets have been identified as potential indicators of long COVID. Here, we resolve microclot structures in the plasma of patients with different subphenotypes of COVID-19 in a label-free manner, using 3D digital holo-tomographic microscopy (DHTM). Based on 3D refractive index (RI) tomograms, the size, dry mass, and prevalence of microclot composites were quantified and then parametrically differentiated from fibrin-rich microclots and platelet aggregates in the plasma of COVID-19 patients. Importantly, fewer microclots and platelet aggregates were detected in the plasma of healthy controls compared to COVID-19 patients. Our imaging and analysis workflow is built around a commercially available DHT microscope capable of operation in clinical settings with a 2 h time period from sample preparation and data acquisition to results.
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