Covidogram as a simple tool for predicting severe course of COVID-19: population-based study.


Journal

BMJ open
ISSN: 2044-6055
Titre abrégé: BMJ Open
Pays: England
ID NLM: 101552874

Informations de publication

Date de publication:
23 02 2021
Historique:
entrez: 24 2 2021
pubmed: 25 2 2021
medline: 2 3 2021
Statut: epublish

Résumé

COVID-19 might either be entirely asymptomatic or manifest itself with a large variability of disease severity. It is beneficial to identify early patients with a high risk of severe course. The aim of the analysis was to develop a prognostic model for the prediction of the severe course of acute respiratory infection. A population-based study. Czech Republic. The first 7455 consecutive patients with COVID-19 who were identified by reverse transcription-PCR testing from 1 March 2020 to 17 May 2020. Severe course of COVID-19. Of a total 6.2% of patients developed a severe course of COVID-19. Age, male sex, chronic kidney disease, chronic obstructive pulmonary disease, recent history of cancer, chronic heart failure, acid-related disorders treated with proton-pump inhibitors and diabetes mellitus were found to be independent negative prognostic factors (Area under the ROC Curve (AUC) was 0.893). The results were visualised by risk heat maps, and we called this diagram a 'covidogram'. Acid-related disorders treated with proton-pump inhibitors might represent a negative prognostic factor. We developed a very simple prediction model called 'covidogram', which is based on elementary independent variables (age, male sex and the presence of several chronic diseases) and represents a tool that makes it possible to identify-with a high reliability-patients who are at risk of a severe course of COVID-19. Obtained results open clinically relevant question about the role of acid-related disorders treated by proton-pump inhibitors as predictor for severe course of COVID-19.

Identifiants

pubmed: 33622955
pii: bmjopen-2020-045442
doi: 10.1136/bmjopen-2020-045442
pmc: PMC7907625
doi:

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

e045442

Informations de copyright

© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Déclaration de conflit d'intérêts

Competing interests: None declared.

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Auteurs

Jiri Jarkovsky (J)

Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Klara Benesova (K)

Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Vladimir Cerny (V)

Department of Anaesthesiology, Perioperative Medicine and Intensive Care, J.E. Purkinje University and Masaryk Hospital, Usti nad Labem, Czech Republic.
Department of Anesthesia, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.

Jarmila Razova (J)

Ministry of Health of the Czech Republic, Praha, Czech Republic.

Petr Kala (P)

Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Internal and Cardiology Department, University Hospital Brno, Brno, Czech Republic.

Jiri Dolina (J)

Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Gastroenterology and Internal Department, University Hospital Brno, Brno, Czech Republic.

Ondrej Majek (O)

Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Silvie Sebestova (S)

Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Monika Bezdekova (M)

Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Hana Melicharova (H)

Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Lenka Snajdrova (L)

Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Ladislav Dusek (L)

Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic.

Jiri Parenica (J)

Institute of Health Information and Statistics of the Czech Republic, Praha, Czech Republic jiri.parenica@atlas.cz.
Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Internal and Cardiology Department, University Hospital Brno, Brno, Czech Republic.

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