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Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19)
Certain biomarkers predict death due to acute respiratory distress syndrome in COVID-19 patients. We retrospectively analyzed biomarkers associated with time to mechanical ventilation for respiratory failure due to COVID-19 (time-to-mechanical ventilation) in 135 consecutive patients in our hospital...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8870880/ https://www.ncbi.nlm.nih.gov/pubmed/35204430 http://dx.doi.org/10.3390/diagnostics12020339 |
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author | Yamada, Hiroyoshi Okamoto, Masaki Nagasaki, Yoji Yoshio, Suzuyo Nouno, Takashi Yano, Chiyo Tanaka, Tomohiro Watanabe, Fumi Shibata, Natsuko Arimizu, Yoko Fukamachi, Yukako Zaizen, Yoshiaki Hamada, Naoki Kawaguchi, Atsushi Hoshino, Tomoaki Morita, Shigeki |
author_facet | Yamada, Hiroyoshi Okamoto, Masaki Nagasaki, Yoji Yoshio, Suzuyo Nouno, Takashi Yano, Chiyo Tanaka, Tomohiro Watanabe, Fumi Shibata, Natsuko Arimizu, Yoko Fukamachi, Yukako Zaizen, Yoshiaki Hamada, Naoki Kawaguchi, Atsushi Hoshino, Tomoaki Morita, Shigeki |
author_sort | Yamada, Hiroyoshi |
collection | PubMed |
description | Certain biomarkers predict death due to acute respiratory distress syndrome in COVID-19 patients. We retrospectively analyzed biomarkers associated with time to mechanical ventilation for respiratory failure due to COVID-19 (time-to-mechanical ventilation) in 135 consecutive patients in our hospital. We analyzed biomarkers that were elevated immediately (at admission) and later (3 days after admission) using Cox proportional hazards regression analysis. Independent biomarkers of time-to-mechanical ventilation were high C-reactive protein (CRP), interleukin (IL)-6, and Krebs von den Lungen-6 (KL-6) concentrations at admission and elevated CRP, high-mobility group box-1 protein (HMGB-1), and d-dimer levels and low platelets 3 days after admission. Receiver operating characteristic analysis for detecting the association between independent biomarkers associated with time-to-event in multivariate analyses and the start of mechanical ventilation revealed that these biomarkers had area under the curve values higher than 0.700. The present study suggests that CRP was the only biomarker associated with time-to-mechanical ventilation both at admission and 3 days after admission. Moreover, IL-6 (an inflammatory cytokine), HMGB-1 (a late inflammatory mediator), and KL-6 (reflecting injury and/or remodeling of type II pneumocytes) were associated with outcomes in COVID-19 as reported previously. In conclusion, increased CRP, IL-6, KL-6, HMGB-1, and d-dimer levels and decreased platelet counts were associated with the start of mechanical ventilation due to COVID-19. |
format | Online Article Text |
id | pubmed-8870880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88708802022-02-25 Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19) Yamada, Hiroyoshi Okamoto, Masaki Nagasaki, Yoji Yoshio, Suzuyo Nouno, Takashi Yano, Chiyo Tanaka, Tomohiro Watanabe, Fumi Shibata, Natsuko Arimizu, Yoko Fukamachi, Yukako Zaizen, Yoshiaki Hamada, Naoki Kawaguchi, Atsushi Hoshino, Tomoaki Morita, Shigeki Diagnostics (Basel) Article Certain biomarkers predict death due to acute respiratory distress syndrome in COVID-19 patients. We retrospectively analyzed biomarkers associated with time to mechanical ventilation for respiratory failure due to COVID-19 (time-to-mechanical ventilation) in 135 consecutive patients in our hospital. We analyzed biomarkers that were elevated immediately (at admission) and later (3 days after admission) using Cox proportional hazards regression analysis. Independent biomarkers of time-to-mechanical ventilation were high C-reactive protein (CRP), interleukin (IL)-6, and Krebs von den Lungen-6 (KL-6) concentrations at admission and elevated CRP, high-mobility group box-1 protein (HMGB-1), and d-dimer levels and low platelets 3 days after admission. Receiver operating characteristic analysis for detecting the association between independent biomarkers associated with time-to-event in multivariate analyses and the start of mechanical ventilation revealed that these biomarkers had area under the curve values higher than 0.700. The present study suggests that CRP was the only biomarker associated with time-to-mechanical ventilation both at admission and 3 days after admission. Moreover, IL-6 (an inflammatory cytokine), HMGB-1 (a late inflammatory mediator), and KL-6 (reflecting injury and/or remodeling of type II pneumocytes) were associated with outcomes in COVID-19 as reported previously. In conclusion, increased CRP, IL-6, KL-6, HMGB-1, and d-dimer levels and decreased platelet counts were associated with the start of mechanical ventilation due to COVID-19. MDPI 2022-01-28 /pmc/articles/PMC8870880/ /pubmed/35204430 http://dx.doi.org/10.3390/diagnostics12020339 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yamada, Hiroyoshi Okamoto, Masaki Nagasaki, Yoji Yoshio, Suzuyo Nouno, Takashi Yano, Chiyo Tanaka, Tomohiro Watanabe, Fumi Shibata, Natsuko Arimizu, Yoko Fukamachi, Yukako Zaizen, Yoshiaki Hamada, Naoki Kawaguchi, Atsushi Hoshino, Tomoaki Morita, Shigeki Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19) |
title | Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19) |
title_full | Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19) |
title_fullStr | Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19) |
title_full_unstemmed | Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19) |
title_short | Analysis of Early Biomarkers Associated with the Development of Critical Respiratory Failure in Coronavirus Disease 2019 (COVID-19) |
title_sort | analysis of early biomarkers associated with the development of critical respiratory failure in coronavirus disease 2019 (covid-19) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8870880/ https://www.ncbi.nlm.nih.gov/pubmed/35204430 http://dx.doi.org/10.3390/diagnostics12020339 |
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