Urinary Proteomics Associates with COVID-19 Severity: Pilot Proof-of-Principle Data and Design of a Multicentric Diagnostic Study.
Ralph WendtSven KalbitzChristoph LübbertNils KellnerMartin MacholzStefanie SchrothJörg ErmischAgnieszka LatosisnkaBenjamin ArnoldHarald MischakJoachim BeigeJochen MetzgerPublished in: Proteomics (2020)
SARS-CoV-2 infection results in a mild-to-moderate disease course in most patients, allowing outpatient self-care and quarantine. However, in approx. 10% of cases a two- or three-phasic critical disease course with starting from day 7 to 10 is observed. To facilitate and plan outpatient care, biomarkers prognosing such worsening at an early stage appear of outmost importance. In this accelerated article, we report on the identification of urinary peptides significantly associated with SARS-CoV-2 infection, and the development of a multi-marker urinary peptide based test, COVID20, that may enable prognosis of critical and fatal outcomes in COVID-19 patients. COVID20 is composed of 20 endogenous peptides mainly derived from various collagen chains that enable differentiating moderate or severe disease from critical state or death with 83% sensitivity at 100% specificity. Based on the performance in this pilot study, testing in a prospective study on 1000 patients has been initiated. This article is protected by copyright. All rights reserved.
Keyphrases
- sars cov
- coronavirus disease
- end stage renal disease
- early stage
- ejection fraction
- newly diagnosed
- chronic kidney disease
- healthcare
- respiratory syndrome coronavirus
- peritoneal dialysis
- prognostic factors
- metabolic syndrome
- squamous cell carcinoma
- palliative care
- machine learning
- early onset
- randomized controlled trial
- radiation therapy
- study protocol
- artificial intelligence
- quality improvement
- magnetic resonance
- skeletal muscle
- high intensity
- electronic health record
- health insurance
- deep learning
- data analysis
- chronic pain
- drug induced