Evidence map›Paper›PMID 36057526›Full record

ArticleThe Lancet. Digital health2022

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

Jan A Staessen, Ralph Wendt, Yu-Ling Yu, Sven Kalbitz, Lutgarde Thijs, Justyna Siwy, Julia Raad, Jochen Metzger, Barbara Neuhaus, Armin Papkalla and 31 more

Erratum issued Registry-linked trialOpen access · goldAbstract readMulticenter Study
In one paragraph

Article in The Lancet. Digital health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT04368013 (Host-pathogen Interactions, Immune Response, and Clinical Prognosis at COVID-19 - the CoVUm Trial), which is not on this map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
2.9field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04368013 unknown statusnot on this map

Host-pathogen Interactions, Immune Response, and Clinical Prognosis at COVID-19 - the CoVUm Trial

TypeobservationalSponsorJohan NormarkRan2020 to 2026Enrolled550ConditionsCOVID-19ArmsExtended sampling and procedures
3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 29 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

41 authors at 20 institutions in 9 countries.

Jan A StaessenNon-Profit Research Institute Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium; Biomedical Sciences Group, Faculty of Medicine, University of Leuven, Leuven, Belgium.
Ralph WendtDepartment of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany.
Yu-Ling YuResearch Unit Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium.
Sven KalbitzDepartment of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany.
Lutgarde ThijsResearch Unit Hypertension and Cardiovascular Epidemiology, Department of Cardiovascular Diseases, University of Leuven, Leuven, Belgium.
Justyna SiwyMosaiques-Diagnostics, Hannover, Germany.
Julia RaadMosaiques-Diagnostics, Hannover, Germany.
Jochen MetzgerMosaiques-Diagnostics, Hannover, Germany.
Barbara NeuhausCentre for Clinical Trials, Medizinische Hochschule, Hannover, Germany.
Armin PapkallaCentre for Clinical Trials, Medizinische Hochschule, Hannover, Germany.
Heiko von der LeyenCentre for Clinical Trials, Medizinische Hochschule, Hannover, Germany.
Alexandre MebazaaDepartment of Anaesthesiology and Intensive Care, Hospital Saint Louis-Lariboisière, Paris, France.
Emmanuel DudoignonDepartment of Anaesthesiology and Intensive Care, Hospital Saint Louis-Lariboisière, Paris, France.
Goce SpasovskiCyril and Methodius University, Skopje, North Macedonia.
Mimoza MilenkovaCyril and Methodius University, Skopje, North Macedonia.
Aleksandra Canevska-TaneskaCyril and Methodius University, Skopje, North Macedonia.
Mercedes Salgueira LazoHospital Virgen Macarena, Sevilla, Spain.
Mina PsichogiouFirst Department of Internal Medicine, Laiko General Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece.
Marek W RajzerFirst Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, Kraków, Poland.
Łukasz FuławkaMolecular Pathology Centre Cellgen, Wrocław, Poland.
Magdalena Dzitkowska-ZabielskaFaculty of Physical Education, Gdańsk University of Physical Education and Sport and Centre of Translational Medicine, Medical University of Gdańsk, Gdańsk, Poland.
Guenter WeissDepartment of Internal Medicine II, Medical University Innsbruck, Innsbruck, Austria.
Torsten FeldtDepartment of Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty of Heinrich Heine University, Düsseldorf, Germany.
Miriam StegemannDepartment of Infectious Diseases and Respiratory Medicine, Charité Universitätsmedizin Berlin, Corporate Member of the Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Johan NormarkWallenberg Centre for Molecular Medicine, Department of Clinical Microbiology, Umeå University, Umeå, Sweden.
Alexander ZoufalyDepartment of Medicine IV, Clinic Favoriten and Faculty of Medicine, Sigmund Freud University, Vienna, Austria.
Stefan SchmiedelMedical Department I and Bernhard-Nocht-Clinic for Tropical Medicine, University Medical Centre Hamburg Eppendorf, Hamburg, Germany.
Michael SeilmaierDepartment of Haematology, Oncology, Immunology, Palliative Care, Infectious Disease and Tropical Medicine, München Klinik Schwabing, München, Germany.
Benedikt RumpfNephrology and Dialysis, Internal Medicine III, Medical University of Vienna, Vienna, Austria.
Mirosław BanasikDepartment of Nephrology and Transplantation Medicine, Wrocław Medical University, Wrocław, Poland.
Magdalena KrajewskaDepartment of Nephrology and Transplantation Medicine, Wrocław Medical University, Wrocław, Poland.
Lorenzo CataneseDepartment of Nephrology, Angiology and Rheumatology, Hospital Bayreuth, Bayreuth, Germany.
Harald D RupprechtDepartment of Nephrology, Angiology and Rheumatology, Hospital Bayreuth, Bayreuth, Germany.
Beata CzerwieńskaUniversity of Silesia, Katowice, Poland.
Björn PetersDepartment 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 NilssonResearch and Development Centre, Skaraborg Hospital, Skövde, Sweden.
Katja RothfussDepartment of Gastroenterology, Hepatology and Endocrinology, Robert Bosch Hospital, Stuttgart, Germany.
Christoph LübbertDepartment 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 MischakMosaiques-Diagnostics, Hannover, Germany; Institute of Cardiovascular and Medical Sciences, Glasgow, UK.
Joachim BeigeDepartment 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.
CRIT-CoV-U investigators
Klinikum St. Georg · DEMedizinische Hochschule Hannover · DEMosaiques Diagnostics and Therapeutics (Germany) · DEBayreuth Medical Center · DEHôpital Lariboisière · FRSkaraborg Hospital · SESs. Cyril and Methodius University in Skopje · MKWroclaw Medical University · PLInnsbruck Medical University · ATJagiellonian University · PLKU Leuven · BENational and Kapodistrian University of Athens · GRRobert Bosch Hospital · DESigmund Freud Privatuniversität Wien · ATUniversität Hamburg · DEGdansk University of Physical Education and Sport · PLHeinrich Heine University Düsseldorf · DEHospital Universitario Virgen Macarena · ESMolecular Pathology Centre CellgenHumboldt-Universität zu Berlin · DE

Funding

Austrian Science Fund FWF KLI 861
6 · The paper itself

Abstract

backgroundThe 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.

methodsCRIT-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.

findingsFrom 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).

interpretationThe 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.

fundingGerman Federal Ministry of Health.

Indexed as

COVID-19AdultBiomarkersCohort StudiesDisease ProgressionHumansPilot ProjectsProspective StudiesProteomicsSARS-CoV-2Biomarkers

Identifiers

PMID36057526
PMCPMC9432869
OpenAlexW4297252684

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.