Predictive performance and clinical application of COV50, a urinary proteomic biomarker in early COVID-19 infection: a prospective multicentre cohort study.


Journal

The Lancet. Digital health
ISSN: 2589-7500
Titre abrégé: Lancet Digit Health
Pays: England
ID NLM: 101751302

Informations de publication

Date de publication:
10 2022
Historique:
received: 11 01 2022
revised: 17 07 2022
accepted: 19 07 2022
pubmed: 4 9 2022
medline: 28 9 2022
entrez: 3 9 2022
Statut: ppublish

Résumé

The SARS-CoV-2 pandemic is a worldwide challenge. The CRIT-CoV-U pilot study generated a urinary proteomic biomarker consisting of 50 peptides (COV50), which predicted death and disease progression from SARS-CoV-2. After the interim analysis presented for the German Government, here, we aimed to analyse the full dataset to consolidate the findings and propose potential clinical applications of this biomarker. CRIT-CoV-U was a prospective multicentre cohort study. In eight European countries (Austria, France, Germany, Greece, North Macedonia, Poland, Spain, and Sweden), 1012 adults with PCR-confirmed COVID-19 were followed up for death and progression along the 8-point WHO scale. Capillary electrophoresis coupled with mass spectrometry was used for urinary proteomic profiling. Statistical methods included logistic regression and receiver operating characteristic curve analysis with a comparison of the area under curve (AUC) between nested models. Hospitalisation costs were derived from the care facility corresponding with the Markov chain probability of reaching WHO scores ranging from 3 to 8 and flat-rate hospitalisation costs adjusted for the gross per capita domestic product of each country. From June 30 to Nov 19, 2020, 228 participants were recruited, and from April 30, 2020, to April 14, 2021, 784 participants were recruited, resulting in a total of 1012 participants. The entry WHO scores were 1-3 in 445 (44%) participants, 4-5 in 529 (52%) participants, and 6 in 38 (4%) participants; and of all participants, 119 died and 271 had disease progression. The odds ratio (OR) associated with COV50 in all 1012 participants for death was 2·44 (95% CI 2·05-2·92) unadjusted and 1·67 (1·34-2·07) when adjusted for sex, age, BMI, comorbidities, and baseline WHO score; and for disease progression, the OR was 1·79 (1·60-2·01) when unadjusted and 1·63 (1·41-1·91) when adjusted (p<0·0001 for all). The predictive accuracy of the optimised COV50 thresholds was 74·4% (71·6-77·1%) for mortality (threshold 0·47) and 67·4% (64·4-70·3%) for disease progression (threshold 0·04). When adjusted for covariables and the baseline WHO score, these thresholds improved AUCs from 0·835 to 0·853 (p=0·033) for death and from 0·697 to 0·730 (p=0·0008) for progression. Of 196 participants who received ambulatory care, 194 (99%) did not reach the 0·04 threshold. The cost reductions associated with 1 day less hospitalisation per 1000 participants were million Euro (M€) 0·887 (5-95% percentile interval 0·730-1·039) in participants at a low risk (COV50 <0·04) and M€2·098 (1·839-2·365) in participants at a high risk (COV50 ≥0·04). The urinary proteomic COV50 marker might be predictive of adverse COVID-19 outcomes. Even in people with mild-to-moderate PCR-confirmed infections (WHO scores 1-4), the 0·04 COV50 threshold justifies earlier drug treatment, thereby potentially reducing the number of days in hospital and associated costs. German Federal Ministry of Health.

Sections du résumé

BACKGROUND
The SARS-CoV-2 pandemic is a worldwide challenge. The CRIT-CoV-U pilot study generated a urinary proteomic biomarker consisting of 50 peptides (COV50), which predicted death and disease progression from SARS-CoV-2. After the interim analysis presented for the German Government, here, we aimed to analyse the full dataset to consolidate the findings and propose potential clinical applications of this biomarker.
METHODS
CRIT-CoV-U was a prospective multicentre cohort study. In eight European countries (Austria, France, Germany, Greece, North Macedonia, Poland, Spain, and Sweden), 1012 adults with PCR-confirmed COVID-19 were followed up for death and progression along the 8-point WHO scale. Capillary electrophoresis coupled with mass spectrometry was used for urinary proteomic profiling. Statistical methods included logistic regression and receiver operating characteristic curve analysis with a comparison of the area under curve (AUC) between nested models. Hospitalisation costs were derived from the care facility corresponding with the Markov chain probability of reaching WHO scores ranging from 3 to 8 and flat-rate hospitalisation costs adjusted for the gross per capita domestic product of each country.
FINDINGS
From June 30 to Nov 19, 2020, 228 participants were recruited, and from April 30, 2020, to April 14, 2021, 784 participants were recruited, resulting in a total of 1012 participants. The entry WHO scores were 1-3 in 445 (44%) participants, 4-5 in 529 (52%) participants, and 6 in 38 (4%) participants; and of all participants, 119 died and 271 had disease progression. The odds ratio (OR) associated with COV50 in all 1012 participants for death was 2·44 (95% CI 2·05-2·92) unadjusted and 1·67 (1·34-2·07) when adjusted for sex, age, BMI, comorbidities, and baseline WHO score; and for disease progression, the OR was 1·79 (1·60-2·01) when unadjusted and 1·63 (1·41-1·91) when adjusted (p<0·0001 for all). The predictive accuracy of the optimised COV50 thresholds was 74·4% (71·6-77·1%) for mortality (threshold 0·47) and 67·4% (64·4-70·3%) for disease progression (threshold 0·04). When adjusted for covariables and the baseline WHO score, these thresholds improved AUCs from 0·835 to 0·853 (p=0·033) for death and from 0·697 to 0·730 (p=0·0008) for progression. Of 196 participants who received ambulatory care, 194 (99%) did not reach the 0·04 threshold. The cost reductions associated with 1 day less hospitalisation per 1000 participants were million Euro (M€) 0·887 (5-95% percentile interval 0·730-1·039) in participants at a low risk (COV50 <0·04) and M€2·098 (1·839-2·365) in participants at a high risk (COV50 ≥0·04).
INTERPRETATION
The urinary proteomic COV50 marker might be predictive of adverse COVID-19 outcomes. Even in people with mild-to-moderate PCR-confirmed infections (WHO scores 1-4), the 0·04 COV50 threshold justifies earlier drug treatment, thereby potentially reducing the number of days in hospital and associated costs.
FUNDING
German Federal Ministry of Health.

Identifiants

pubmed: 36057526
pii: S2589-7500(22)00150-9
doi: 10.1016/S2589-7500(22)00150-9
pmc: PMC9432869
pii:
doi:

Substances chimiques

Biomarkers 0

Types de publication

Journal Article Multicenter Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e727-e737

Subventions

Organisme : Austrian Science Fund FWF
ID : KLI 861
Pays : Austria

Investigateurs

Jan A Staessen (JA)
Ralph Wendt (R)
Yu-Ling Yu (YL)
Sven Kalbitz (S)
Lutgarde Thijs (L)
Justyna Siwy (J)
Julia Raad (J)
Jochen Metzger (J)
Barbara Neuhaus (B)
Armin Papkalla (A)
Heiko von der Leyen (H)
Alexandre Mebazaa (A)
Emmanuel Dudoignon (E)
Goce Spasovski (G)
Mimoza Milenkova (M)
Aleksandra Canevska-Taneska (A)
Mercedes Salgueira Lazo (MS)
Mina Psichogiou (M)
Marek W Rajzer (MW)
Lukasz Fulawka (L)
Magdalena Dzitkowska-Zabielska (M)
Guenter Weiss (G)
Torsten Feldt (T)
Miriam Stegemann (M)
Johan Normark (J)
Alexander Zoufaly (A)
Stefan Schmiedel (S)
Michael Seilmaier (M)
Benedikt Rumpf (B)
Mirosław Banasik (M)
Magdalena Krajewska (M)
Lorenzo Catanese (L)
Harald Rupprecht (H)
Beata Czerwienska (B)
Björn Peters (B)
Åsa Nilsson (Å)
Katja Rothfuss (K)
Christoph Lübbert (C)
Harald Mischak (H)
Joachim Beige (J)
Jörg Ermisch (J)
Nils Kellner (N)
Lydia Peruth-Stutzmann (L)
Stefanie Schroth (S)
Jonathan Schmidt (J)
Ulrike Schmidt (U)
Daniel Breuer (D)
Fariza Abeud (F)
Marie-Celine Fournier (MC)
Badr Louadah (B)
Rocio Molas (R)
Fraile Loreto Rojas (FL)
Fabiola Alonso García (FA)
Isabel Garcia Sánchez (IG)
Ioana Cezara Hrom (IC)
Andrzej Więczek (A)
Matthias Schwab (M)
Kei K Asayama (K)
Tine W Hansen (TW)
Gladys E Maestre (GE)
Dimitrios Basoulis (D)
Georgios Karamanakos (G)
Pawel Lis (P)
Agnieszka Olszanecka (A)
Rosa Bellmann-Weiler (R)
Lucas Lanser (L)
Alicia Edin (A)
Matthias Ne Forsell (MN)
Bernd Stegmayr (B)
Björn-Erik Ole Jensen (BO)
Hans-Martin Orth (HM)
Sylke Borstel (S)
Agata Mikolajewska (A)
Manfred Hecking (M)
Lukas Schmölz (L)
Michał Hoffmann (M)
Krzysztof Narkiewicz (K)
Agnieszka Matera-Witkiewicz (A)
Justyna Zachciał (J)
Monika Litwin (M)
Patrycja Marciniak (P)

Commentaires et corrections

Type : ErratumIn

Informations de copyright

Copyright © 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license. Published by Elsevier Ltd.. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of interests HM is the co-founder and co-owner of Mosaiques-Diagnostiques (Hannover, Germany). JS and JR are employees of Mosaiques-Diagnostics. HDR received consulting fees and honoraria for presentations from Alexion, AstraZeneca, and Bristol-Myers-Squibb. All other authors declare no competing interests.

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Auteurs

Jan A Staessen (JA)

Non-Profit Research Institute Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium; Biomedical Sciences Group, Faculty of Medicine, University of Leuven, Leuven, Belgium.

Ralph Wendt (R)

Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany.

Yu-Ling Yu (YL)

Research Unit Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium.

Sven Kalbitz (S)

Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany.

Lutgarde Thijs (L)

Research Unit Hypertension and Cardiovascular Epidemiology, Department of Cardiovascular Diseases, University of Leuven, Leuven, Belgium.

Justyna Siwy (J)

Mosaiques-Diagnostics, Hannover, Germany.

Julia Raad (J)

Mosaiques-Diagnostics, Hannover, Germany.

Jochen Metzger (J)

Mosaiques-Diagnostics, Hannover, Germany.

Barbara Neuhaus (B)

Centre for Clinical Trials, Medizinische Hochschule, Hannover, Germany.

Armin Papkalla (A)

Centre for Clinical Trials, Medizinische Hochschule, Hannover, Germany.

Heiko von der Leyen (H)

Centre for Clinical Trials, Medizinische Hochschule, Hannover, Germany.

Alexandre Mebazaa (A)

Department of Anaesthesiology and Intensive Care, Hospital Saint Louis-Lariboisière, Paris, France.

Emmanuel Dudoignon (E)

Department of Anaesthesiology and Intensive Care, Hospital Saint Louis-Lariboisière, Paris, France.

Goce Spasovski (G)

Cyril and Methodius University, Skopje, North Macedonia.

Mimoza Milenkova (M)

Cyril and Methodius University, Skopje, North Macedonia.

Aleksandra Canevska-Taneska (A)

Cyril and Methodius University, Skopje, North Macedonia.

Mercedes Salgueira Lazo (M)

Hospital Virgen Macarena, Sevilla, Spain.

Mina Psichogiou (M)

First Department of Internal Medicine, Laiko General Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece.

Marek W Rajzer (MW)

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

Łukasz Fuławka (Ł)

Molecular Pathology Centre Cellgen, Wrocław, Poland.

Magdalena Dzitkowska-Zabielska (M)

Faculty of Physical Education, Gdańsk University of Physical Education and Sport and Centre of Translational Medicine, Medical University of Gdańsk, Gdańsk, Poland.

Guenter Weiss (G)

Department of Internal Medicine II, Medical University Innsbruck, Innsbruck, Austria.

Torsten Feldt (T)

Department of Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty of Heinrich Heine University, Düsseldorf, Germany.

Miriam Stegemann (M)

Department of Infectious Diseases and Respiratory Medicine, Charité Universitätsmedizin Berlin, Corporate Member of the Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.

Johan Normark (J)

Wallenberg Centre for Molecular Medicine, Department of Clinical Microbiology, Umeå University, Umeå, Sweden.

Alexander Zoufaly (A)

Department of Medicine IV, Clinic Favoriten and Faculty of Medicine, Sigmund Freud University, Vienna, Austria.

Stefan Schmiedel (S)

Medical Department I and Bernhard-Nocht-Clinic for Tropical Medicine, University Medical Centre Hamburg Eppendorf, Hamburg, Germany.

Michael Seilmaier (M)

Department of Haematology, Oncology, Immunology, Palliative Care, Infectious Disease and Tropical Medicine, München Klinik Schwabing, München, Germany.

Benedikt Rumpf (B)

Nephrology and Dialysis, Internal Medicine III, Medical University of Vienna, Vienna, Austria.

Mirosław Banasik (M)

Department of Nephrology and Transplantation Medicine, Wrocław Medical University, Wrocław, Poland.

Magdalena Krajewska (M)

Department of Nephrology and Transplantation Medicine, Wrocław Medical University, Wrocław, Poland.

Lorenzo Catanese (L)

Department of Nephrology, Angiology and Rheumatology, Hospital Bayreuth, Bayreuth, Germany.

Harald D Rupprecht (HD)

Department of Nephrology, Angiology and Rheumatology, Hospital Bayreuth, Bayreuth, Germany.

Beata Czerwieńska (B)

University of Silesia, Katowice, Poland.

Björn Peters (B)

Department of Nephrology, Skaraborg Hospital, Skövde and Department of Molecular and Clinical Medicine, Institute of Medicine, The Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden; Research and Development Centre, Skaraborg Hospital, Skövde, Sweden.

Åsa Nilsson (Å)

Research and Development Centre, Skaraborg Hospital, Skövde, Sweden.

Katja Rothfuss (K)

Department of Gastroenterology, Hepatology and Endocrinology, Robert Bosch Hospital, Stuttgart, Germany.

Christoph Lübbert (C)

Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany; Division of Infectious Diseases and Tropical Medicine, Leipzig University Medical Centre, Leipzig, Germany.

Harald Mischak (H)

Mosaiques-Diagnostics, Hannover, Germany; Institute of Cardiovascular and Medical Sciences, Glasgow, UK.

Joachim Beige (J)

Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany; Martin-Luther-University Halle-Wittenberg, Halle an der Saale, Halle, Germany. Electronic address: joachim.beige@kfh.de.

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