The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.

We assessed the impact of chest CT body composition parameters on outcomes and disease severity at hospital presentation of COVID-19 patients, focusing also on the possible mediation of body composition in the relationship between age and death in these patients. Chest CT scans performed at hospital...

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Main Authors: Giulia Besutti, Massimo Pellegrini, Marta Ottone, Michele Cantini, Jovana Milic, Efrem Bonelli, Giovanni Dolci, Giulia Cassone, Guido Ligabue, Lucia Spaggiari, Pierpaolo Pattacini, Tommaso Fasano, Simone Canovi, Marco Massari, Carlo Salvarani, Giovanni Guaraldi, Paolo Giorgi Rossi, Reggio Emilia COVID-19 Working Group
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0251768
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spelling doaj-0f9c9fd0dcb7408d8c3a9f9394c68f0f2021-05-30T04:30:51ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01165e025176810.1371/journal.pone.0251768The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.Giulia BesuttiMassimo PellegriniMarta OttoneMichele CantiniJovana MilicEfrem BonelliGiovanni DolciGiulia CassoneGuido LigabueLucia SpaggiariPierpaolo PattaciniTommaso FasanoSimone CanoviMarco MassariCarlo SalvaraniGiovanni GuaraldiPaolo Giorgi RossiReggio Emilia COVID-19 Working GroupWe assessed the impact of chest CT body composition parameters on outcomes and disease severity at hospital presentation of COVID-19 patients, focusing also on the possible mediation of body composition in the relationship between age and death in these patients. Chest CT scans performed at hospital presentation by consecutive COVID-19 patients (02/27/2020-03/13/2020) were retrospectively reviewed to obtain pectoralis muscle density and total, visceral, and intermuscular adipose tissue areas (TAT, VAT, IMAT) at the level of T7-T8 vertebrae. Primary outcomes were: hospitalization, mechanical ventilation (MV) and/or death, death alone. Secondary outcomes were: C-reactive protein (CRP), oxygen saturation (SO2), CT disease extension at hospital presentation. The mediation of body composition in the effect of age on death was explored. Of the 318 patients included in the study (median age 65.7 years, females 37.7%), 205 (64.5%) were hospitalized, 68 (21.4%) needed MV, and 58 (18.2%) died. Increased muscle density was a protective factor while increased TAT, VAT, and IMAT were risk factors for hospitalization and MV/death. All these parameters except TAT had borderline effects on death alone. All parameters were associated with SO2 and extension of lung parenchymal involvement at CT; VAT was associated with CRP. Approximately 3% of the effect of age on death was mediated by decreased muscle density. In conclusion, low muscle quality and ectopic fat accumulation were associated with COVID-19 outcomes, VAT was associated with baseline inflammation. Low muscle quality partly mediated the effect of age on mortality.https://doi.org/10.1371/journal.pone.0251768
collection DOAJ
language English
format Article
sources DOAJ
author Giulia Besutti
Massimo Pellegrini
Marta Ottone
Michele Cantini
Jovana Milic
Efrem Bonelli
Giovanni Dolci
Giulia Cassone
Guido Ligabue
Lucia Spaggiari
Pierpaolo Pattacini
Tommaso Fasano
Simone Canovi
Marco Massari
Carlo Salvarani
Giovanni Guaraldi
Paolo Giorgi Rossi
Reggio Emilia COVID-19 Working Group
spellingShingle Giulia Besutti
Massimo Pellegrini
Marta Ottone
Michele Cantini
Jovana Milic
Efrem Bonelli
Giovanni Dolci
Giulia Cassone
Guido Ligabue
Lucia Spaggiari
Pierpaolo Pattacini
Tommaso Fasano
Simone Canovi
Marco Massari
Carlo Salvarani
Giovanni Guaraldi
Paolo Giorgi Rossi
Reggio Emilia COVID-19 Working Group
The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.
PLoS ONE
author_facet Giulia Besutti
Massimo Pellegrini
Marta Ottone
Michele Cantini
Jovana Milic
Efrem Bonelli
Giovanni Dolci
Giulia Cassone
Guido Ligabue
Lucia Spaggiari
Pierpaolo Pattacini
Tommaso Fasano
Simone Canovi
Marco Massari
Carlo Salvarani
Giovanni Guaraldi
Paolo Giorgi Rossi
Reggio Emilia COVID-19 Working Group
author_sort Giulia Besutti
title The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.
title_short The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.
title_full The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.
title_fullStr The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.
title_full_unstemmed The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients.
title_sort impact of chest ct body composition parameters on clinical outcomes in covid-19 patients.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description We assessed the impact of chest CT body composition parameters on outcomes and disease severity at hospital presentation of COVID-19 patients, focusing also on the possible mediation of body composition in the relationship between age and death in these patients. Chest CT scans performed at hospital presentation by consecutive COVID-19 patients (02/27/2020-03/13/2020) were retrospectively reviewed to obtain pectoralis muscle density and total, visceral, and intermuscular adipose tissue areas (TAT, VAT, IMAT) at the level of T7-T8 vertebrae. Primary outcomes were: hospitalization, mechanical ventilation (MV) and/or death, death alone. Secondary outcomes were: C-reactive protein (CRP), oxygen saturation (SO2), CT disease extension at hospital presentation. The mediation of body composition in the effect of age on death was explored. Of the 318 patients included in the study (median age 65.7 years, females 37.7%), 205 (64.5%) were hospitalized, 68 (21.4%) needed MV, and 58 (18.2%) died. Increased muscle density was a protective factor while increased TAT, VAT, and IMAT were risk factors for hospitalization and MV/death. All these parameters except TAT had borderline effects on death alone. All parameters were associated with SO2 and extension of lung parenchymal involvement at CT; VAT was associated with CRP. Approximately 3% of the effect of age on death was mediated by decreased muscle density. In conclusion, low muscle quality and ectopic fat accumulation were associated with COVID-19 outcomes, VAT was associated with baseline inflammation. Low muscle quality partly mediated the effect of age on mortality.
url https://doi.org/10.1371/journal.pone.0251768
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