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Predictive Biomarkers of Post-COVID syndrome

Predictive Biomarkers of Post-COVID syndrome

Mariann Pavone-Gyöngyösi (ORCID: 0000-0002-7083-2107)
  • Grant DOI 10.55776/KLI1064
  • Funding program Clinical Research
  • Status ongoing
  • Start June 1, 2022
  • End May 31, 2026
  • Funding amount € 397,596
  • Project website
  • E-mail

Disciplines

Health Sciences (10%); Clinical Medicine (30%); Medical-Theoretical Sciences, Pharmacy (60%)

Keywords

    Post-Covid, Long-COVID, Clin-Omics, Proteomics, Circrna, Ncrna

Abstract

Currently more hundred million people world-wide were infected with the virus that causes COronaVIrus dDsease 2019 (COVID-19), with an overall mortality rate of approximately 2%. While majority of the patients recovers from the COVID-19 disease, approximately 10 to 30 % of the patients suffers from the so-called long COVID or post COVID disease, which means long and incomplete recovery from the infection. Patients with long COVID syndrome complain about diverse symptoms, such as fatigue, exhaustion, headache, debility, cough, chest pain, or palpitation and inability to stand up due to quickly developing tachycardia, or drop of the blood pressure. Several patients are off sick for months, or even over one year. In accordance to the several organ-related symptoms, long COVID syndrome is called as a new multi-organ disease. In spite of intensive research, currently insufficient data exist to explain the reason of the disease, and there is no therapeutics against long-COVID syndrome. The aim of our study is to investigate several possible biomarkers from the blood, which are in association with the altered immunological response after COVID-19 infection and are correlated with the clinical symptoms. We will include 300 patients with long COVID syndrome in the study, as well as 50 patients with ischemic heart disease (caused by subclinical chronic inflammation, leading to atherosclerotic changes of the different vessel wall layers), and 50 healthy controls. Individuals in the control groups should have had at least one COVID-19 vaccine, and no proven COVID infection. All patients are invited to complete the 6-month follow-up to control the disease course and laboratory parameter. Patients will undergo electrocardiogram, heart ultrasound investigation, lung function test, blood pressure measurement and laboratory investigations. The blood level of ACE2 (receptor of the SARS-COV-2 virus cell entry), protein biomarker panel and further molecular biomarkers will be investigated by high-throughput molecular biological technologies, and the findings will be validated by usual laboratory techniques, such as Western-blot or quantitative PCR. Data will be collected in a n network database, containing all clinical and laboratory and imaging parameter, and will be analysed by contemporary bioinformatical network analysis. We will construct a computer-based target prediction model, with which we will search therapeutics for long COVID syndrome. Additionall y, our cluster and network analysis will allow to predict the presence and outcome of the long COVID syndrome.

Research institution(s)
  • Medizinische Universität Wien - 100%
International project participants
  • Bence Agg, Semmelweis University - Hungary
  • Marcin Delijewski - Poland

Research Output

  • 278 Citations
  • 9 Publications
Publications
  • 2025
    Title Critical analysis of descriptive microRNA data in the translational research on cardioprotection and cardiac repair: lost in the complexity of bioinformatics
    DOI 10.1007/s00395-025-01104-1
    Type Journal Article
    Author Gyöngyösi M
    Journal Basic Research in Cardiology
    Pages 1-30
    Link Publication
  • 2025
    Title Circulating Autoantibodies Against Vasoactive Biomarkers Related to Orthostatic Intolerance in Long COVID Patients Compared to No-Long-COVID Populations: A Case-Control Study
    DOI 10.3390/biom15020300
    Type Journal Article
    Author Han E
    Journal Biomolecules
    Pages 300
    Link Publication
  • 2024
    Title Impact of Circulating Anti-Spike Protein Antibody Levels on Multi-Organ Long COVID Symptoms
    DOI 10.3390/vaccines12060610
    Type Journal Article
    Author Hamzaraj K
    Journal Vaccines
    Pages 610
    Link Publication
  • 2023
    Title Effect of monovalent COVID-19 vaccines on viral interference between SARS-CoV-2 and several DNA viruses in patients with long-COVID syndrome
    DOI 10.1038/s41541-023-00739-2
    Type Journal Article
    Author Gyöngyösi M
    Journal npj Vaccines
    Pages 145
    Link Publication
  • 2023
    Title Improvement of Symptoms and Cardiac Magnetic Resonance Abnormalities in Patients with Post-Acute Sequelae of SARS-CoV-2 Cardiovascular Syndrome (PASC-CVS) after Guideline-Oriented Therapy
    DOI 10.3390/biomedicines11123312
    Type Journal Article
    Author Gyöngyösi M
    Journal Biomedicines
    Pages 3312
    Link Publication
  • 2023
    Title Interruption of viral interference by anti-SARS-CoV-2 vaccination
    DOI 10.21203/rs.3.rs-2627410/v1
    Type Preprint
    Author Gyöngyösi M
    Link Publication
  • 2023
    Title Improvement of clinical symptoms and cardiac abnormalities detected by cardiac magnetic resonance imaging in patients with long COVID syndrome after guideline-oriented therapy
    DOI 10.21203/rs.3.rs-3079339/v1
    Type Preprint
    Author Pavone-Gyöngyösi M
    Link Publication
  • 2023
    Title Post-acute sequelae of COVID-19: understanding and addressing the burden of multisystem manifestations
    DOI 10.1016/s2213-2600(23)00239-4
    Type Journal Article
    Author Parotto M
    Journal The Lancet Respiratory Medicine
    Pages 739-754
    Link Publication
  • 2022
    Title Long COVID and the cardiovascular system—elucidating causes and cellular mechanisms in order to develop targeted diagnostic and therapeutic strategies: a joint Scientific Statement of the ESC Working Groups on Cellular Biology of the Heart and Myocar
    DOI 10.1093/cvr/cvac115
    Type Journal Article
    Author Gyöngyösi M
    Journal Cardiovascular Research
    Pages 336-356
    Link Publication

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