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A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study

COVID-19 induces haemocytometric changes. Complete blood count changes, including new cell activation parameters, from 982 confirmed COVID-19 adult patients from 11 European hospitals were retrospectively analysed for distinctive patterns based on age, gender, clinical severity, symptom duration, an...

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Autores principales: Linssen, Joachim, Ermens, Anthony, Berrevoets, Marvin, Seghezzi, Michela, Previtali, Giulia, van der Sar-van der Brugge, Simone, Russcher, Henk, Verbon, Annelies, Gillis, Judith, Riedl, Jürgen, de Jongh, Eva, Saker, Jarob, Münster, Marion, Munnix, Imke CA, Dofferhof, Anthonius, Scharnhorst, Volkher, Ammerlaan, Heidi, Deiteren, Kathleen, Bakker, Stephan JL, Van Pelt, Lucas Joost, Kluiters-de Hingh, Yvette, Leers, Mathie PG, van der Ven, Andre J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732342/
https://www.ncbi.nlm.nih.gov/pubmed/33241996
http://dx.doi.org/10.7554/eLife.63195
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author Linssen, Joachim
Ermens, Anthony
Berrevoets, Marvin
Seghezzi, Michela
Previtali, Giulia
van der Sar-van der Brugge, Simone
Russcher, Henk
Verbon, Annelies
Gillis, Judith
Riedl, Jürgen
de Jongh, Eva
Saker, Jarob
Münster, Marion
Munnix, Imke CA
Dofferhof, Anthonius
Scharnhorst, Volkher
Ammerlaan, Heidi
Deiteren, Kathleen
Bakker, Stephan JL
Van Pelt, Lucas Joost
Kluiters-de Hingh, Yvette
Leers, Mathie PG
van der Ven, Andre J
author_facet Linssen, Joachim
Ermens, Anthony
Berrevoets, Marvin
Seghezzi, Michela
Previtali, Giulia
van der Sar-van der Brugge, Simone
Russcher, Henk
Verbon, Annelies
Gillis, Judith
Riedl, Jürgen
de Jongh, Eva
Saker, Jarob
Münster, Marion
Munnix, Imke CA
Dofferhof, Anthonius
Scharnhorst, Volkher
Ammerlaan, Heidi
Deiteren, Kathleen
Bakker, Stephan JL
Van Pelt, Lucas Joost
Kluiters-de Hingh, Yvette
Leers, Mathie PG
van der Ven, Andre J
author_sort Linssen, Joachim
collection PubMed
description COVID-19 induces haemocytometric changes. Complete blood count changes, including new cell activation parameters, from 982 confirmed COVID-19 adult patients from 11 European hospitals were retrospectively analysed for distinctive patterns based on age, gender, clinical severity, symptom duration, and hospital days. The observed haemocytometric patterns formed the basis to develop a multi-haemocytometric-parameter prognostic score to predict, during the first three days after presentation, which patients will recover without ventilation or deteriorate within a two-week timeframe, needing intensive care or with fatal outcome. The prognostic score, with ROC curve AUC at baseline of 0.753 (95% CI 0.723–0.781) increasing to 0.875 (95% CI 0.806–0.926) on day 3, was superior to any individual parameter at distinguishing between clinical severity. Findings were confirmed in a validation cohort. Aim is that the score and haemocytometry results are simultaneously provided by analyser software, enabling wide applicability of the score as haemocytometry is commonly requested in COVID-19 patients.
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spelling pubmed-77323422020-12-14 A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study Linssen, Joachim Ermens, Anthony Berrevoets, Marvin Seghezzi, Michela Previtali, Giulia van der Sar-van der Brugge, Simone Russcher, Henk Verbon, Annelies Gillis, Judith Riedl, Jürgen de Jongh, Eva Saker, Jarob Münster, Marion Munnix, Imke CA Dofferhof, Anthonius Scharnhorst, Volkher Ammerlaan, Heidi Deiteren, Kathleen Bakker, Stephan JL Van Pelt, Lucas Joost Kluiters-de Hingh, Yvette Leers, Mathie PG van der Ven, Andre J eLife Medicine COVID-19 induces haemocytometric changes. Complete blood count changes, including new cell activation parameters, from 982 confirmed COVID-19 adult patients from 11 European hospitals were retrospectively analysed for distinctive patterns based on age, gender, clinical severity, symptom duration, and hospital days. The observed haemocytometric patterns formed the basis to develop a multi-haemocytometric-parameter prognostic score to predict, during the first three days after presentation, which patients will recover without ventilation or deteriorate within a two-week timeframe, needing intensive care or with fatal outcome. The prognostic score, with ROC curve AUC at baseline of 0.753 (95% CI 0.723–0.781) increasing to 0.875 (95% CI 0.806–0.926) on day 3, was superior to any individual parameter at distinguishing between clinical severity. Findings were confirmed in a validation cohort. Aim is that the score and haemocytometry results are simultaneously provided by analyser software, enabling wide applicability of the score as haemocytometry is commonly requested in COVID-19 patients. eLife Sciences Publications, Ltd 2020-11-26 /pmc/articles/PMC7732342/ /pubmed/33241996 http://dx.doi.org/10.7554/eLife.63195 Text en © 2020, Linssen et al http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Medicine
Linssen, Joachim
Ermens, Anthony
Berrevoets, Marvin
Seghezzi, Michela
Previtali, Giulia
van der Sar-van der Brugge, Simone
Russcher, Henk
Verbon, Annelies
Gillis, Judith
Riedl, Jürgen
de Jongh, Eva
Saker, Jarob
Münster, Marion
Munnix, Imke CA
Dofferhof, Anthonius
Scharnhorst, Volkher
Ammerlaan, Heidi
Deiteren, Kathleen
Bakker, Stephan JL
Van Pelt, Lucas Joost
Kluiters-de Hingh, Yvette
Leers, Mathie PG
van der Ven, Andre J
A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study
title A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study
title_full A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study
title_fullStr A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study
title_full_unstemmed A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study
title_short A novel haemocytometric COVID-19 prognostic score developed and validated in an observational multicentre European hospital-based study
title_sort novel haemocytometric covid-19 prognostic score developed and validated in an observational multicentre european hospital-based study
topic Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732342/
https://www.ncbi.nlm.nih.gov/pubmed/33241996
http://dx.doi.org/10.7554/eLife.63195
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