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Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19

INTRODUCTION: The clinical course of Coronavirus Disease 2019 (COVID-19) is highly heterogenous, ranging from asymptomatic to fatal forms. The identification of clinical and laboratory predictors of poor prognosis may assist clinicians in monitoring strategies and therapeutic decisions. MATERIALS AN...

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Autores principales: Bellan, Mattia, Azzolina, Danila, Hayden, Eyal, Gaidano, Gianluca, Pirisi, Mario, Acquaviva, Antonio, Aimaretti, Gianluca, Aluffi Valletti, Paolo, Angilletta, Roberto, Arioli, Roberto, Avanzi, Gian Carlo, Avino, Gianluca, Balbo, Piero Emilio, Baldon, Giulia, Baorda, Francesca, Barbero, Emanuela, Baricich, Alessio, Barini, Michela, Barone-Adesi, Francesco, Battistini, Sofia, Beltrame, Michela, Bertoli, Matteo, Bertolin, Stephanie, Bertolotti, Marinella, Betti, Marta, Bobbio, Flavio, Boffano, Paolo, Boglione, Lucio, Borrè, Silvio, Brucoli, Matteo, Calzaducca, Elisa, Cammarata, Edoardo, Cantaluppi, Vincenzo, Cantello, Roberto, Capponi, Andrea, Carriero, Alessandro, Casciaro, Giuseppe Francesco, Castello, Luigi Mario, Ceruti, Federico, Chichino, Guido, Chirico, Emilio, Cisari, Carlo, Cittone, Micol Giulia, Colombo, Crizia, Comi, Cristoforo, Croce, Eleonora, Daffara, Tommaso, Danna, Pietro, Della Corte, Francesco, De Vecchi, Simona, Dianzani, Umberto, Di Benedetto, Davide, Esposto, Elia, Faggiano, Fabrizio, Falaschi, Zeno, Ferrante, Daniela, Ferrero, Alice, Gagliardi, Ileana, Galbiati, Alessandra, Gallo, Silvia, Garavelli, Pietro Luigi, Gardino, Clara Ada, Garzaro, Massimiliano, Gastaldello, Maria Luisa, Gavelli, Francesco, Gennari, Alessandra, Giacomini, Greta Maria, Giacone, Irene, Giai Via, Valentina, Giolitti, Francesca, Gironi, Laura Cristina, Gramaglia, Carla, Grisafi, Leonardo, Inserra, Ilaria, Invernizzi, Marco, Krengli, Marco, Labella, Emanuela, Landi, Irene Cecilia, Landi, Raffaella, Leone, Ilaria, Lio, Veronica, Lorenzini, Luca, Maconi, Antonio, Malerba, Mario, Manfredi, Giulia Francesca, Martelli, Maria, Marzari, Letizia, Marzullo, Paolo, Mennuni, Marco, Montabone, Claudia, Morosini, Umberto, Mussa, Marco, Nerici, Ilaria, Nuzzo, Alessandro, Olivieri, Carlo, Padelli, Samuel Alberto, Panella, Massimiliano, Parisini, Andrea, Paschè, Alessio, Patrucco, Filippo, Patti, Giuseppe, Pau, Alberto, Pedrinelli, Anita Rebecca, Percivale, Ilaria, Ragazzoni, Luca, Re, Roberta, Rigamonti, Cristina, Rizzi, Eleonora, Rognoni, Andrea, Roveta, Annalisa, Salamina, Luigia, Santagostino, Matteo, Saraceno, Massimo, Savoia, Paola, Sciarra, Marco, Schimmenti, Andrea, Scotti, Lorenza, Spinoni, Enrico, Smirne, Carlo, Tarantino, Vanessa, Tillio, Paolo Amedeo, Tonello, Stelvio, Vaschetto, Rosanna, Vassia, Veronica, Zagaria, Domenico, Zavattaro, Elisa, Zeppegno, Patrizia, Zottarelli, Francesca, Sainaghi, Pier Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123088/
https://www.ncbi.nlm.nih.gov/pubmed/34055104
http://dx.doi.org/10.1155/2021/8863053
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author Bellan, Mattia
Azzolina, Danila
Hayden, Eyal
Gaidano, Gianluca
Pirisi, Mario
Acquaviva, Antonio
Aimaretti, Gianluca
Aluffi Valletti, Paolo
Angilletta, Roberto
Arioli, Roberto
Avanzi, Gian Carlo
Avino, Gianluca
Balbo, Piero Emilio
Baldon, Giulia
Baorda, Francesca
Barbero, Emanuela
Baricich, Alessio
Barini, Michela
Barone-Adesi, Francesco
Battistini, Sofia
Beltrame, Michela
Bertoli, Matteo
Bertolin, Stephanie
Bertolotti, Marinella
Betti, Marta
Bobbio, Flavio
Boffano, Paolo
Boglione, Lucio
Borrè, Silvio
Brucoli, Matteo
Calzaducca, Elisa
Cammarata, Edoardo
Cantaluppi, Vincenzo
Cantello, Roberto
Capponi, Andrea
Carriero, Alessandro
Casciaro, Giuseppe Francesco
Castello, Luigi Mario
Ceruti, Federico
Chichino, Guido
Chirico, Emilio
Cisari, Carlo
Cittone, Micol Giulia
Colombo, Crizia
Comi, Cristoforo
Croce, Eleonora
Daffara, Tommaso
Danna, Pietro
Della Corte, Francesco
De Vecchi, Simona
Dianzani, Umberto
Di Benedetto, Davide
Esposto, Elia
Faggiano, Fabrizio
Falaschi, Zeno
Ferrante, Daniela
Ferrero, Alice
Gagliardi, Ileana
Galbiati, Alessandra
Gallo, Silvia
Garavelli, Pietro Luigi
Gardino, Clara Ada
Garzaro, Massimiliano
Gastaldello, Maria Luisa
Gavelli, Francesco
Gennari, Alessandra
Giacomini, Greta Maria
Giacone, Irene
Giai Via, Valentina
Giolitti, Francesca
Gironi, Laura Cristina
Gramaglia, Carla
Grisafi, Leonardo
Inserra, Ilaria
Invernizzi, Marco
Krengli, Marco
Labella, Emanuela
Landi, Irene Cecilia
Landi, Raffaella
Leone, Ilaria
Lio, Veronica
Lorenzini, Luca
Maconi, Antonio
Malerba, Mario
Manfredi, Giulia Francesca
Martelli, Maria
Marzari, Letizia
Marzullo, Paolo
Mennuni, Marco
Montabone, Claudia
Morosini, Umberto
Mussa, Marco
Nerici, Ilaria
Nuzzo, Alessandro
Olivieri, Carlo
Padelli, Samuel Alberto
Panella, Massimiliano
Parisini, Andrea
Paschè, Alessio
Patrucco, Filippo
Patti, Giuseppe
Pau, Alberto
Pedrinelli, Anita Rebecca
Percivale, Ilaria
Ragazzoni, Luca
Re, Roberta
Rigamonti, Cristina
Rizzi, Eleonora
Rognoni, Andrea
Roveta, Annalisa
Salamina, Luigia
Santagostino, Matteo
Saraceno, Massimo
Savoia, Paola
Sciarra, Marco
Schimmenti, Andrea
Scotti, Lorenza
Spinoni, Enrico
Smirne, Carlo
Tarantino, Vanessa
Tillio, Paolo Amedeo
Tonello, Stelvio
Vaschetto, Rosanna
Vassia, Veronica
Zagaria, Domenico
Zavattaro, Elisa
Zeppegno, Patrizia
Zottarelli, Francesca
Sainaghi, Pier Paolo
author_facet Bellan, Mattia
Azzolina, Danila
Hayden, Eyal
Gaidano, Gianluca
Pirisi, Mario
Acquaviva, Antonio
Aimaretti, Gianluca
Aluffi Valletti, Paolo
Angilletta, Roberto
Arioli, Roberto
Avanzi, Gian Carlo
Avino, Gianluca
Balbo, Piero Emilio
Baldon, Giulia
Baorda, Francesca
Barbero, Emanuela
Baricich, Alessio
Barini, Michela
Barone-Adesi, Francesco
Battistini, Sofia
Beltrame, Michela
Bertoli, Matteo
Bertolin, Stephanie
Bertolotti, Marinella
Betti, Marta
Bobbio, Flavio
Boffano, Paolo
Boglione, Lucio
Borrè, Silvio
Brucoli, Matteo
Calzaducca, Elisa
Cammarata, Edoardo
Cantaluppi, Vincenzo
Cantello, Roberto
Capponi, Andrea
Carriero, Alessandro
Casciaro, Giuseppe Francesco
Castello, Luigi Mario
Ceruti, Federico
Chichino, Guido
Chirico, Emilio
Cisari, Carlo
Cittone, Micol Giulia
Colombo, Crizia
Comi, Cristoforo
Croce, Eleonora
Daffara, Tommaso
Danna, Pietro
Della Corte, Francesco
De Vecchi, Simona
Dianzani, Umberto
Di Benedetto, Davide
Esposto, Elia
Faggiano, Fabrizio
Falaschi, Zeno
Ferrante, Daniela
Ferrero, Alice
Gagliardi, Ileana
Galbiati, Alessandra
Gallo, Silvia
Garavelli, Pietro Luigi
Gardino, Clara Ada
Garzaro, Massimiliano
Gastaldello, Maria Luisa
Gavelli, Francesco
Gennari, Alessandra
Giacomini, Greta Maria
Giacone, Irene
Giai Via, Valentina
Giolitti, Francesca
Gironi, Laura Cristina
Gramaglia, Carla
Grisafi, Leonardo
Inserra, Ilaria
Invernizzi, Marco
Krengli, Marco
Labella, Emanuela
Landi, Irene Cecilia
Landi, Raffaella
Leone, Ilaria
Lio, Veronica
Lorenzini, Luca
Maconi, Antonio
Malerba, Mario
Manfredi, Giulia Francesca
Martelli, Maria
Marzari, Letizia
Marzullo, Paolo
Mennuni, Marco
Montabone, Claudia
Morosini, Umberto
Mussa, Marco
Nerici, Ilaria
Nuzzo, Alessandro
Olivieri, Carlo
Padelli, Samuel Alberto
Panella, Massimiliano
Parisini, Andrea
Paschè, Alessio
Patrucco, Filippo
Patti, Giuseppe
Pau, Alberto
Pedrinelli, Anita Rebecca
Percivale, Ilaria
Ragazzoni, Luca
Re, Roberta
Rigamonti, Cristina
Rizzi, Eleonora
Rognoni, Andrea
Roveta, Annalisa
Salamina, Luigia
Santagostino, Matteo
Saraceno, Massimo
Savoia, Paola
Sciarra, Marco
Schimmenti, Andrea
Scotti, Lorenza
Spinoni, Enrico
Smirne, Carlo
Tarantino, Vanessa
Tillio, Paolo Amedeo
Tonello, Stelvio
Vaschetto, Rosanna
Vassia, Veronica
Zagaria, Domenico
Zavattaro, Elisa
Zeppegno, Patrizia
Zottarelli, Francesca
Sainaghi, Pier Paolo
author_sort Bellan, Mattia
collection PubMed
description INTRODUCTION: The clinical course of Coronavirus Disease 2019 (COVID-19) is highly heterogenous, ranging from asymptomatic to fatal forms. The identification of clinical and laboratory predictors of poor prognosis may assist clinicians in monitoring strategies and therapeutic decisions. MATERIALS AND METHODS: In this study, we retrospectively assessed the prognostic value of a simple tool, the complete blood count, on a cohort of 664 patients (F 260; 39%, median age 70 (56-81) years) hospitalized for COVID-19 in Northern Italy. We collected demographic data along with complete blood cell count; moreover, the outcome of the hospital in-stay was recorded. RESULTS: At data cut-off, 221/664 patients (33.3%) had died and 453/664 (66.7%) had been discharged. Red cell distribution width (RDW) (χ(2) 10.4; p < 0.001), neutrophil-to-lymphocyte (NL) ratio (χ(2) 7.6; p = 0.006), and platelet count (χ(2) 5.39; p = 0.02), along with age (χ(2) 87.6; p < 0.001) and gender (χ(2) 17.3; p < 0.001), accurately predicted in-hospital mortality. Hemoglobin levels were not associated with mortality. We also identified the best cut-off for mortality prediction: a NL ratio > 4.68 was characterized by an odds ratio for in-hospital mortality (OR) = 3.40 (2.40-4.82), while the OR for a RDW > 13.7% was 4.09 (2.87-5.83); a platelet count > 166,000/μL was, conversely, protective (OR: 0.45 (0.32-0.63)). CONCLUSION: Our findings arise the opportunity of stratifying COVID-19 severity according to simple lab parameters, which may drive clinical decisions about monitoring and treatment.
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spelling pubmed-81230882021-05-27 Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19 Bellan, Mattia Azzolina, Danila Hayden, Eyal Gaidano, Gianluca Pirisi, Mario Acquaviva, Antonio Aimaretti, Gianluca Aluffi Valletti, Paolo Angilletta, Roberto Arioli, Roberto Avanzi, Gian Carlo Avino, Gianluca Balbo, Piero Emilio Baldon, Giulia Baorda, Francesca Barbero, Emanuela Baricich, Alessio Barini, Michela Barone-Adesi, Francesco Battistini, Sofia Beltrame, Michela Bertoli, Matteo Bertolin, Stephanie Bertolotti, Marinella Betti, Marta Bobbio, Flavio Boffano, Paolo Boglione, Lucio Borrè, Silvio Brucoli, Matteo Calzaducca, Elisa Cammarata, Edoardo Cantaluppi, Vincenzo Cantello, Roberto Capponi, Andrea Carriero, Alessandro Casciaro, Giuseppe Francesco Castello, Luigi Mario Ceruti, Federico Chichino, Guido Chirico, Emilio Cisari, Carlo Cittone, Micol Giulia Colombo, Crizia Comi, Cristoforo Croce, Eleonora Daffara, Tommaso Danna, Pietro Della Corte, Francesco De Vecchi, Simona Dianzani, Umberto Di Benedetto, Davide Esposto, Elia Faggiano, Fabrizio Falaschi, Zeno Ferrante, Daniela Ferrero, Alice Gagliardi, Ileana Galbiati, Alessandra Gallo, Silvia Garavelli, Pietro Luigi Gardino, Clara Ada Garzaro, Massimiliano Gastaldello, Maria Luisa Gavelli, Francesco Gennari, Alessandra Giacomini, Greta Maria Giacone, Irene Giai Via, Valentina Giolitti, Francesca Gironi, Laura Cristina Gramaglia, Carla Grisafi, Leonardo Inserra, Ilaria Invernizzi, Marco Krengli, Marco Labella, Emanuela Landi, Irene Cecilia Landi, Raffaella Leone, Ilaria Lio, Veronica Lorenzini, Luca Maconi, Antonio Malerba, Mario Manfredi, Giulia Francesca Martelli, Maria Marzari, Letizia Marzullo, Paolo Mennuni, Marco Montabone, Claudia Morosini, Umberto Mussa, Marco Nerici, Ilaria Nuzzo, Alessandro Olivieri, Carlo Padelli, Samuel Alberto Panella, Massimiliano Parisini, Andrea Paschè, Alessio Patrucco, Filippo Patti, Giuseppe Pau, Alberto Pedrinelli, Anita Rebecca Percivale, Ilaria Ragazzoni, Luca Re, Roberta Rigamonti, Cristina Rizzi, Eleonora Rognoni, Andrea Roveta, Annalisa Salamina, Luigia Santagostino, Matteo Saraceno, Massimo Savoia, Paola Sciarra, Marco Schimmenti, Andrea Scotti, Lorenza Spinoni, Enrico Smirne, Carlo Tarantino, Vanessa Tillio, Paolo Amedeo Tonello, Stelvio Vaschetto, Rosanna Vassia, Veronica Zagaria, Domenico Zavattaro, Elisa Zeppegno, Patrizia Zottarelli, Francesca Sainaghi, Pier Paolo Dis Markers Research Article INTRODUCTION: The clinical course of Coronavirus Disease 2019 (COVID-19) is highly heterogenous, ranging from asymptomatic to fatal forms. The identification of clinical and laboratory predictors of poor prognosis may assist clinicians in monitoring strategies and therapeutic decisions. MATERIALS AND METHODS: In this study, we retrospectively assessed the prognostic value of a simple tool, the complete blood count, on a cohort of 664 patients (F 260; 39%, median age 70 (56-81) years) hospitalized for COVID-19 in Northern Italy. We collected demographic data along with complete blood cell count; moreover, the outcome of the hospital in-stay was recorded. RESULTS: At data cut-off, 221/664 patients (33.3%) had died and 453/664 (66.7%) had been discharged. Red cell distribution width (RDW) (χ(2) 10.4; p < 0.001), neutrophil-to-lymphocyte (NL) ratio (χ(2) 7.6; p = 0.006), and platelet count (χ(2) 5.39; p = 0.02), along with age (χ(2) 87.6; p < 0.001) and gender (χ(2) 17.3; p < 0.001), accurately predicted in-hospital mortality. Hemoglobin levels were not associated with mortality. We also identified the best cut-off for mortality prediction: a NL ratio > 4.68 was characterized by an odds ratio for in-hospital mortality (OR) = 3.40 (2.40-4.82), while the OR for a RDW > 13.7% was 4.09 (2.87-5.83); a platelet count > 166,000/μL was, conversely, protective (OR: 0.45 (0.32-0.63)). CONCLUSION: Our findings arise the opportunity of stratifying COVID-19 severity according to simple lab parameters, which may drive clinical decisions about monitoring and treatment. Hindawi 2021-05-13 /pmc/articles/PMC8123088/ /pubmed/34055104 http://dx.doi.org/10.1155/2021/8863053 Text en Copyright © 2021 Mattia Bellan et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Bellan, Mattia
Azzolina, Danila
Hayden, Eyal
Gaidano, Gianluca
Pirisi, Mario
Acquaviva, Antonio
Aimaretti, Gianluca
Aluffi Valletti, Paolo
Angilletta, Roberto
Arioli, Roberto
Avanzi, Gian Carlo
Avino, Gianluca
Balbo, Piero Emilio
Baldon, Giulia
Baorda, Francesca
Barbero, Emanuela
Baricich, Alessio
Barini, Michela
Barone-Adesi, Francesco
Battistini, Sofia
Beltrame, Michela
Bertoli, Matteo
Bertolin, Stephanie
Bertolotti, Marinella
Betti, Marta
Bobbio, Flavio
Boffano, Paolo
Boglione, Lucio
Borrè, Silvio
Brucoli, Matteo
Calzaducca, Elisa
Cammarata, Edoardo
Cantaluppi, Vincenzo
Cantello, Roberto
Capponi, Andrea
Carriero, Alessandro
Casciaro, Giuseppe Francesco
Castello, Luigi Mario
Ceruti, Federico
Chichino, Guido
Chirico, Emilio
Cisari, Carlo
Cittone, Micol Giulia
Colombo, Crizia
Comi, Cristoforo
Croce, Eleonora
Daffara, Tommaso
Danna, Pietro
Della Corte, Francesco
De Vecchi, Simona
Dianzani, Umberto
Di Benedetto, Davide
Esposto, Elia
Faggiano, Fabrizio
Falaschi, Zeno
Ferrante, Daniela
Ferrero, Alice
Gagliardi, Ileana
Galbiati, Alessandra
Gallo, Silvia
Garavelli, Pietro Luigi
Gardino, Clara Ada
Garzaro, Massimiliano
Gastaldello, Maria Luisa
Gavelli, Francesco
Gennari, Alessandra
Giacomini, Greta Maria
Giacone, Irene
Giai Via, Valentina
Giolitti, Francesca
Gironi, Laura Cristina
Gramaglia, Carla
Grisafi, Leonardo
Inserra, Ilaria
Invernizzi, Marco
Krengli, Marco
Labella, Emanuela
Landi, Irene Cecilia
Landi, Raffaella
Leone, Ilaria
Lio, Veronica
Lorenzini, Luca
Maconi, Antonio
Malerba, Mario
Manfredi, Giulia Francesca
Martelli, Maria
Marzari, Letizia
Marzullo, Paolo
Mennuni, Marco
Montabone, Claudia
Morosini, Umberto
Mussa, Marco
Nerici, Ilaria
Nuzzo, Alessandro
Olivieri, Carlo
Padelli, Samuel Alberto
Panella, Massimiliano
Parisini, Andrea
Paschè, Alessio
Patrucco, Filippo
Patti, Giuseppe
Pau, Alberto
Pedrinelli, Anita Rebecca
Percivale, Ilaria
Ragazzoni, Luca
Re, Roberta
Rigamonti, Cristina
Rizzi, Eleonora
Rognoni, Andrea
Roveta, Annalisa
Salamina, Luigia
Santagostino, Matteo
Saraceno, Massimo
Savoia, Paola
Sciarra, Marco
Schimmenti, Andrea
Scotti, Lorenza
Spinoni, Enrico
Smirne, Carlo
Tarantino, Vanessa
Tillio, Paolo Amedeo
Tonello, Stelvio
Vaschetto, Rosanna
Vassia, Veronica
Zagaria, Domenico
Zavattaro, Elisa
Zeppegno, Patrizia
Zottarelli, Francesca
Sainaghi, Pier Paolo
Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19
title Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19
title_full Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19
title_fullStr Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19
title_full_unstemmed Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19
title_short Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19
title_sort simple parameters from complete blood count predict in-hospital mortality in covid-19
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123088/
https://www.ncbi.nlm.nih.gov/pubmed/34055104
http://dx.doi.org/10.1155/2021/8863053
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