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Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study

BACKGROUND: Coronavirus disease (COVID-19) survivors exhibit multisystemic alterations after hospitalization. Little is known about long-term imaging and pulmonary function of hospitalized patients intensive care unit (ICU) who survive COVID-19. We aimed to investigate long-term consequences of COVI...

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Autores principales: Ribeiro Carvalho, Carlos Roberto, Lamas, Celina Almeida, Chate, Rodrigo Caruso, Salge, João Marcos, Sawamura, Marcio Valente Yamada, de Albuquerque, André L. P., Toufen Junior, Carlos, Lima, Daniel Mario, Garcia, Michelle Louvaes, Scudeller, Paula Gobi, Nomura, Cesar Higa, Gutierrez, Marco Antonio, Baldi, Bruno Guedes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858876/
https://www.ncbi.nlm.nih.gov/pubmed/36662879
http://dx.doi.org/10.1371/journal.pone.0280567
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author Ribeiro Carvalho, Carlos Roberto
Lamas, Celina Almeida
Chate, Rodrigo Caruso
Salge, João Marcos
Sawamura, Marcio Valente Yamada
de Albuquerque, André L. P.
Toufen Junior, Carlos
Lima, Daniel Mario
Garcia, Michelle Louvaes
Scudeller, Paula Gobi
Nomura, Cesar Higa
Gutierrez, Marco Antonio
Baldi, Bruno Guedes
author_facet Ribeiro Carvalho, Carlos Roberto
Lamas, Celina Almeida
Chate, Rodrigo Caruso
Salge, João Marcos
Sawamura, Marcio Valente Yamada
de Albuquerque, André L. P.
Toufen Junior, Carlos
Lima, Daniel Mario
Garcia, Michelle Louvaes
Scudeller, Paula Gobi
Nomura, Cesar Higa
Gutierrez, Marco Antonio
Baldi, Bruno Guedes
author_sort Ribeiro Carvalho, Carlos Roberto
collection PubMed
description BACKGROUND: Coronavirus disease (COVID-19) survivors exhibit multisystemic alterations after hospitalization. Little is known about long-term imaging and pulmonary function of hospitalized patients intensive care unit (ICU) who survive COVID-19. We aimed to investigate long-term consequences of COVID-19 on the respiratory system of patients discharged from hospital ICU and identify risk factors associated with chest computed tomography (CT) lesion severity. METHODS: A prospective cohort study of COVID-19 patients admitted to a tertiary hospital ICU in Brazil (March-August/2020), and followed-up six-twelve months after hospital admission. Initial assessment included: modified Medical Research Council dyspnea scale, SpO(2) evaluation, forced vital capacity, and chest X-Ray. Patients with alterations in at least one of these examinations were eligible for CT and pulmonary function tests (PFTs) approximately 16 months after hospital admission. Primary outcome: CT lesion severity (fibrotic-like or non-fibrotic-like). Baseline clinical variables were used to build a machine learning model (ML) to predict the severity of CT lesion. RESULTS: In total, 326 patients (72%) were eligible for CT and PFTs. COVID-19 CT lesions were identified in 81.8% of patients, and half of them showed mild restrictive lung impairment and impaired lung diffusion capacity. Patients with COVID-19 CT findings were stratified into two categories of lesion severity: non-fibrotic-like (50.8%-ground-glass opacities/reticulations) and fibrotic-like (49.2%-traction bronchiectasis/architectural distortion). No association between CT feature severity and altered lung diffusion or functional restrictive/obstructive patterns was found. The ML detected that male sex, ICU and invasive mechanic ventilation (IMV) period, tracheostomy and vasoactive drug need during hospitalization were predictors of CT lesion severity(sensitivity,0.78±0.02;specificity,0.79±0.01;F1-score,0.78±0.02;positive predictive rate,0.78±0.02; accuracy,0.78±0.02; and area under the curve,0.83±0.01). CONCLUSION: ICU hospitalization due to COVID-19 led to respiratory system alterations six-twelve months after hospital admission. Male sex and critical disease acute phase, characterized by a longer ICU and IMV period, and need for tracheostomy and vasoactive drugs, were risk factors for severe CT lesions six-twelve months after hospital admission.
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spelling pubmed-98588762023-01-21 Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study Ribeiro Carvalho, Carlos Roberto Lamas, Celina Almeida Chate, Rodrigo Caruso Salge, João Marcos Sawamura, Marcio Valente Yamada de Albuquerque, André L. P. Toufen Junior, Carlos Lima, Daniel Mario Garcia, Michelle Louvaes Scudeller, Paula Gobi Nomura, Cesar Higa Gutierrez, Marco Antonio Baldi, Bruno Guedes PLoS One Research Article BACKGROUND: Coronavirus disease (COVID-19) survivors exhibit multisystemic alterations after hospitalization. Little is known about long-term imaging and pulmonary function of hospitalized patients intensive care unit (ICU) who survive COVID-19. We aimed to investigate long-term consequences of COVID-19 on the respiratory system of patients discharged from hospital ICU and identify risk factors associated with chest computed tomography (CT) lesion severity. METHODS: A prospective cohort study of COVID-19 patients admitted to a tertiary hospital ICU in Brazil (March-August/2020), and followed-up six-twelve months after hospital admission. Initial assessment included: modified Medical Research Council dyspnea scale, SpO(2) evaluation, forced vital capacity, and chest X-Ray. Patients with alterations in at least one of these examinations were eligible for CT and pulmonary function tests (PFTs) approximately 16 months after hospital admission. Primary outcome: CT lesion severity (fibrotic-like or non-fibrotic-like). Baseline clinical variables were used to build a machine learning model (ML) to predict the severity of CT lesion. RESULTS: In total, 326 patients (72%) were eligible for CT and PFTs. COVID-19 CT lesions were identified in 81.8% of patients, and half of them showed mild restrictive lung impairment and impaired lung diffusion capacity. Patients with COVID-19 CT findings were stratified into two categories of lesion severity: non-fibrotic-like (50.8%-ground-glass opacities/reticulations) and fibrotic-like (49.2%-traction bronchiectasis/architectural distortion). No association between CT feature severity and altered lung diffusion or functional restrictive/obstructive patterns was found. The ML detected that male sex, ICU and invasive mechanic ventilation (IMV) period, tracheostomy and vasoactive drug need during hospitalization were predictors of CT lesion severity(sensitivity,0.78±0.02;specificity,0.79±0.01;F1-score,0.78±0.02;positive predictive rate,0.78±0.02; accuracy,0.78±0.02; and area under the curve,0.83±0.01). CONCLUSION: ICU hospitalization due to COVID-19 led to respiratory system alterations six-twelve months after hospital admission. Male sex and critical disease acute phase, characterized by a longer ICU and IMV period, and need for tracheostomy and vasoactive drugs, were risk factors for severe CT lesions six-twelve months after hospital admission. Public Library of Science 2023-01-20 /pmc/articles/PMC9858876/ /pubmed/36662879 http://dx.doi.org/10.1371/journal.pone.0280567 Text en © 2023 Ribeiro Carvalho et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ribeiro Carvalho, Carlos Roberto
Lamas, Celina Almeida
Chate, Rodrigo Caruso
Salge, João Marcos
Sawamura, Marcio Valente Yamada
de Albuquerque, André L. P.
Toufen Junior, Carlos
Lima, Daniel Mario
Garcia, Michelle Louvaes
Scudeller, Paula Gobi
Nomura, Cesar Higa
Gutierrez, Marco Antonio
Baldi, Bruno Guedes
Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study
title Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study
title_full Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study
title_fullStr Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study
title_full_unstemmed Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study
title_short Long-term respiratory follow-up of ICU hospitalized COVID-19 patients: Prospective cohort study
title_sort long-term respiratory follow-up of icu hospitalized covid-19 patients: prospective cohort study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858876/
https://www.ncbi.nlm.nih.gov/pubmed/36662879
http://dx.doi.org/10.1371/journal.pone.0280567
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