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MicroRNAs as predictive biomarkers for COVID-19

MicroRNAs as predictive biomarkers for COVID-19

Alice Assinger (ORCID: 0000-0002-5670-5910)
  • Grant DOI 10.55776/P34783
  • Funding program Principal Investigator Projects
  • Status ended
  • Start July 1, 2021
  • End June 30, 2024
  • Funding amount € 287,533

Disciplines

Computer Sciences (40%); Clinical Medicine (40%); Medical-Theoretical Sciences, Pharmacy (20%)

Keywords

    COVID-19, Prediction, Micrornas

Abstract Final report

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.

Research institution(s)
  • Medizinische Universität Wien - 88%
  • Medizinische Universität Innsbruck - 12%
Project participants
  • Hubert Hackl, Medizinische Universität Innsbruck , associated research partner
  • Bernd Jilma, Medizinische Universität Wien , national collaboration partner
  • Alexander Zoufaly, Wiener Gesundheitsverbund , national collaboration partner
International project participants
  • Patrick Starlinger, Mayo Clinic - USA

Research Output

  • 194 Citations
  • 29 Publications
Publications
  • 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

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