Mortality Risk and Urinary Proteome Changes in Acute COVID-19 Survivors in the Multinational CRIT-COV-U Study

Author:

Siwy Justyna1ORCID,Keller Felix2ORCID,Banasik Mirosław3ORCID,Peters Björn45,Dudoignon Emmanuel6,Mebazaa Alexandre6,Gülmez Dilara7ORCID,Spasovski Goce8,Lazo Mercedes Salgueira9,Rajzer Marek W.10,Fuławka Łukasz1112,Dzitkowska-Zabielska Magdalena1314ORCID,Mischak Harald1ORCID,Hecking Manfred7ORCID,Beige Joachim151617,Wendt Ralph17ORCID,

Affiliation:

1. Mosaiques Diagnostics GmbH, 30659 Hannover, Germany

2. Department of Internal Medicine IV (Nephrology and Hypertension), Medical University of Innsbruck, 6020 Innsbruck, Austria

3. Department of Nephrology and Transplantation Medicine, Wrocław Medical University, 50-556 Wroclaw, Poland

4. Department of Molecular and Clinical Medicine, Institute of Medicine, The Sahlgrenska Academy at University of Gothenburg, 413 45 Gothenburg, Sweden

5. Department of Nephrology, Skaraborg Hospital, 541 85 Skövde, Sweden

6. Department of Anaesthesiology and Critical Care, Saint Louis-Hôpital Lariboisière, AP-HP, 75010 Paris, France

7. Department of Epidemiology, Medical University of Vienna, 1090 Vienna, Austria

8. Department of Nephrology, University Sts. Cyril and Methodius, 1000 Skopje, North Macedonia

9. Virgen Macarena Hospital, University of Seville, 41009 Seville, Spain

10. First Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, 30-688 Kraków, Poland

11. Department of Clinical and Experimental Pathology, Wroclaw Medical University, 50-556 Wrocław, Poland

12. Molecular Pathology Centre Cellgen, 50-353 Wrocław, Poland

13. Faculty of Physical Education, Gdańsk University of Physical Education and Sport, 80-336 Gdańsk, Poland

14. Centre of Translational Medicine, Medical University of Gdańsk, 80-210 Gdańsk, Poland

15. Kuratorium for Dialysis and Transplantation (KfH) Leipzig, 04129 Leipzig, Germany

16. Department of Internal Medicine II, Martin-Luther-University Halle-Wittenberg, 06120 Halle, Germany

17. Department of Nephrology, St. Georg Hospital Leipzig, 04129 Leipzig, Germany

Abstract

Background/Objectives: Survival prospects following SARS-CoV-2 infection may extend beyond the acute phase, influenced by various factors including age, health conditions, and infection severity; however, this topic has not been studied in detail. Therefore, within this study, the mortality risk post-acute COVID-19 in the CRIT-COV-U cohort was investigated. Methods: Survival data from 651 patients that survived an acute phase of COVID-19 were retrieved and the association between urinary peptides and future death was assessed. Data spanning until December 2023 were collected from six countries, comparing mortality trends with age- and sex-matched COVID-19-negative controls. A death prediction classifier was developed and validated using pre-existing urinary peptidomic datasets. Results: Notably, 13.98% of post-COVID-19 patients succumbed during the follow-up, with mortality rates significantly higher than COVID-19-negative controls, particularly evident in younger individuals (<65 years). These data for the first time demonstrate that SARS-CoV-2 infection highly significantly increases the risk of mortality not only during the acute phase of the disease but also beyond for a period of about one year. In our study, we were further able to identify 201 urinary peptides linked to mortality. These peptides are fragments of albumin, alpha-2-HS-glycoprotein, apolipoprotein A-I, beta-2-microglobulin, CD99 antigen, various collagens, fibrinogen alpha, polymeric immunoglobulin receptor, sodium/potassium-transporting ATPase, and uromodulin and were integrated these into a predictive classifier (DP201). Higher DP201 scores, alongside age and BMI, significantly predicted death. Conclusions: The peptide-based classifier demonstrated significant predictive value for mortality in post-acute COVID-19 patients, highlighting the utility of urinary peptides in prognosticating post-acute COVID-19 mortality, offering insights for targeted interventions. By utilizing these defined biomarkers in the clinic, risk stratification, monitoring, and personalized interventions can be significantly improved. Our data also suggest that mortality should be considered as one possible symptom or a consequence of post-acute sequelae of SARS-CoV-2 infection, a fact that is currently overlooked.

Funder

Federal Ministry of Health

German Ministry for Education and Science

Sweden’s innovation agency

National Centre for Research and Development

Austrian Science Fund

Agence Nationale de la Recherche

Publisher

MDPI AG

Reference53 articles.

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