MicroRNAs as predictive biomarkers for COVID-19
MicroRNAs as predictive biomarkers for COVID-19
Disciplines
Computer Sciences (40%); Clinical Medicine (40%); Medical-Theoretical Sciences, Pharmacy (20%)
Keywords
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COVID-19,
Prediction,
Micrornas
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection leads to a clinical picture of variable features and degrees of severity, ranging from mild influenza-like symptoms to life-threatening respiratory distress and multiple organ failure. While the precise pathomechanism for COVID-19 is still incompletely understood, various routine haematological parameters including increased D-dimer levels and decreased platelet counts have been discussed as predictive parameters. Analysis of our retrospective cohort of COVID-19 patients indicates that these routine parameters fail to reliably predict patient outcome. We therefore started prospectively collecting plasma from patients with COVID-19 to evaluate the potential of circulating microRNAs, as an alternative biomarker to predict disease outcome in COVID-19 patients. MicroRNAs, can be shed from virtually all cells in the body and released into blood. MicroRNAs could therefore mirror pathological processes that occur during COVID-19. Therefore they could not only represent an easily accessible, minimal invasive biomarker but also reveal insights into the underlying pathology of SARS-CoV-2 infections. The fact that there is currently neither therapy nor reliable biomarkers to predict patient outcome in COVID-19 represents a major clinical problem. Thus, this project is highly relevant to improve the quality of life and survival of these patients.
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection leads to a clinical picture of variable features and degrees of severity, ranging from mild influenza-like symptoms to life-threatening respiratory distress and multiple organ failure. While the precise pathomechanism for COVID-19 is still incompletely understood, various routine haematological parameters including increased D-dimer levels and decreased platelet counts have been discussed as predictive parameters. Analysis of our retrospective cohort of COVID-19 patients indicates that these routine parameters fail to reliably predict patient outcome. We therefore started prospectively collecting plasma from patients with COVID-19 to evaluate the potential of circulating microRNAs, as an alternative biomarker to predict disease outcome in COVID-19 patients. MicroRNAs, can be shed from virtually all cells in the body and released into blood. MicroRNAs could therefore mirror pathological processes that occur during COVID-19. Therefore they could not only represent an easily accessible, minimal invasive biomarker but also reveal insights into the underlying pathology of SARS-CoV-2 infections. The fact that there is currently neither therapy nor reliable biomarkers to predict patient outcome in COVID-19 represents a major clinical problem. Thus, this project is highly relevant to improve the quality of life and survival of these patients.
- Hubert Hackl, Medizinische Universität Innsbruck , associated research partner
- Bernd Jilma, Medizinische Universität Wien , national collaboration partner
- Alexander Zoufaly, Wiener Gesundheitsverbund , national collaboration partner
- Patrick Starlinger, Mayo Clinic - USA
Research Output
- 194 Citations
- 29 Publications
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2024
Title Alteration of circulating ACE2-network related microRNAs in patients with COVID-19. DOI 10.1038/s41598-024-58037-3 Type Journal Article Author Eyileten C Journal Scientific reports Pages 13573 -
2024
Title Editorial: Molecular drivers of immunothrombosis. DOI 10.3389/fimmu.2024.1385966 Type Journal Article Author Assinger A Journal Frontiers in immunology Pages 1385966 -
2024
Title Diagnostic potential of blood plasma longitudinal viscosity measured using Brillouin light scattering. DOI 10.1073/pnas.2323016121 Type Journal Article Author Clodi-Seitz T Journal Proceedings of the National Academy of Sciences of the United States of America -
2024
Title Direct and indirect effects of Puumala hantavirus on platelet function. DOI 10.1016/j.thromres.2023.11.017 Type Journal Article Author Schmuckenschlager A Journal Thrombosis research Pages 41-54 -
2024
Title Qualification: IKV at the MUV Type Postdoctoral Thesis Author Waltraud Schrottmaier -
2024
Title The impact of Aging on Platelet Surface Receptor Expression and their Functionality Type PhD Thesis Author Anita Pirabe -
2024
Title The Concept of Thromboinflammation. DOI 10.1055/a-2178-6491 Type Journal Article Author Assinger A Journal Hamostaseologie Pages 21-30 -
2024
Title Brillouin light scattering anisotropy microscopy for imaging the viscoelastic anisotropy in living cells DOI 10.1038/s41566-023-01368-w Type Journal Article Author Cikes D Journal Nature Photonics -
2023
Title Imaging the microscopic viscoelastic anisotropy in living cells DOI 10.1101/2023.05.28.542585 Type Preprint Author Cikes D -
2023
Title Platelet count, temperature and pH value differentially affect hemostatic and immunomodulatory functions of platelets. DOI 10.1016/j.thromres.2023.01.026 Type Journal Article Author Pirabe A Journal Thrombosis research Pages 111-122 -
2023
Title Editorial: Platelet and megakaryocyte dysfunctions in infectious diseases. DOI 10.3389/fimmu.2023.1175200 Type Journal Article Author Assinger A Journal Frontiers in immunology Pages 1175200 -
2023
Title Alteration of circulating ACE2-network related miRNAs in patients with COVID-19 DOI 10.1093/eurjpc/zwad125.305 Type Journal Article Author Eyileten C Journal European Journal of Preventive Cardiology -
2023
Title Age-Dependent Surface Receptor Expression Patterns in Immature Versus Mature Platelets in Mouse Models of Regenerative Thrombocytopenia. DOI 10.3390/cells12192419 Type Journal Article Author Frühwirth S Journal Cells -
2023
Title Immunoglobulin G production in COVID-19 - associations with age, outcome, viral persistence, inflammation and pro-thrombotic markers. DOI 10.1016/j.jiph.2023.01.016 Type Journal Article Author Pirabe A Journal Journal of infection and public health Pages 384-392 -
2023
Title Elevated plasma complement factor H related 5 protein is associated with venous thromboembolism. DOI 10.1038/s41467-023-38383-y Type Journal Article Author Iglesias Mj Journal Nature communications Pages 3280 -
2022
Title Tocilizumab vs. baricitinib in hospitalized severe COVID-19 patients: results from a real-world cohort DOI 10.1007/s15010-022-01915-7 Type Journal Article Author Karolyi M Journal Infection Pages 851-858 Link Publication -
2022
Title Early administration of remdesivir may reduce mortality in hospitalized COVID-19 patients DOI 10.1007/s00508-022-02098-9 Type Journal Article Author Karolyi M Journal Wiener klinische Wochenschrift Pages 883-891 Link Publication -
2022
Title Thrombosis-related circulating miR-16-5p is associated with disease severity in patients hospitalised for COVID-19 DOI 10.1080/15476286.2022.2100629 Type Journal Article Author Eyileten C Journal RNA Biology Pages 963-979 Link Publication -
2022
Title S100A8/A9 drives the formation of procoagulant platelets through GPIba DOI 10.1182/blood.2021014966 Type Journal Article Author Colicchia M Journal Blood Pages 2626-2643 Link Publication -
2022
Title Camostat Mesylate Versus Lopinavir/Ritonavir in Hospitalized Patients With COVID-19—Results From a Randomized, Controlled, Open Label, Platform Trial (ACOVACT) DOI 10.3389/fphar.2022.870493 Type Journal Article Author Karolyi M Journal Frontiers in Pharmacology Pages 870493 Link Publication -
2021
Title Platelet Phenotype Analysis of COVID-19 Patients Reveals Progressive Changes in the Activation of Integrin aIIbß3, F13A1, the SARS-CoV-2 Target EIF4A1 and Annexin A5 DOI 10.3389/fcvm.2021.779073 Type Journal Article Author Ercan H Journal Frontiers in Cardiovascular Medicine Pages 779073 Link Publication -
2021
Title Low-molecular-weight heparin use in coronavirus disease 2019 is associated with curtailed viral persistence: a retrospective multicentre observational study DOI 10.1093/cvr/cvab308 Type Journal Article Author Pereyra D Journal Cardiovascular Research Pages 2807-2820 Link Publication -
2022
Title Platelets and Antiplatelet Medication in COVID-19-Related Thrombotic Complications DOI 10.3389/fcvm.2021.802566 Type Journal Article Author Schrottmaier W Journal Frontiers in Cardiovascular Medicine Pages 802566 Link Publication -
2022
Title A Model Predicting Mortality of Hospitalized Covid-19 Patients Four Days After Admission: Development, Internal and Temporal-External Validation DOI 10.3389/fcimb.2021.795026 Type Journal Article Author Heber S Journal Frontiers in Cellular and Infection Microbiology Pages 795026 Link Publication -
2022
Title MIO: microRNA target analysis system for immuno-oncology DOI 10.1093/bioinformatics/btac366 Type Journal Article Author Monfort-Lanzas P Journal Bioinformatics Pages 3665-3667 Link Publication -
2022
Title Platelets in Viral Infections – Brave Soldiers or Trojan Horses DOI 10.3389/fimmu.2022.856713 Type Journal Article Author Schrottmaier W Journal Frontiers in Immunology Pages 856713 Link Publication -
2021
Title COVID-19–related prothrombotic changes increase with lung injury and remain unaffected by anticoagulation therapy DOI 10.1002/rth2.12473 Type Journal Article Author Assinger A Journal Research and Practice in Thrombosis and Haemostasis Link Publication -
2021
Title Adverse Outcome in COVID-19 Is Associated With an Aggravating Hypo-Responsive Platelet Phenotype DOI 10.3389/fcvm.2021.795624 Type Journal Article Author Schrottmaier W Journal Frontiers in Cardiovascular Medicine Pages 795624 Link Publication -
2021
Title Age Related Differences in Monocyte Subsets and Cytokine Pattern during Acute COVID-19—A Prospective Observational Longitudinal Study DOI 10.3390/cells10123373 Type Journal Article Author Pirabe A Journal Cells Pages 3373 Link Publication