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Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support
PURPOSE: Enhanced understanding of the dynamic changes in the dysregulated inflammatory response in COVID-19 may help improve patient selection and timing for immunomodulatory therapies. METHODS: We enrolled 323 COVID-19 inpatients on different levels of baseline respiratory support: i) Low Flow Oxy...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Cold Spring Harbor Laboratory
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727768/ https://www.ncbi.nlm.nih.gov/pubmed/36482978 http://dx.doi.org/10.1101/2022.11.28.22282858 |
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author | Lu, Michael Drohan, Callie Bain, William Shah, Faraaz A. Bittner, Matthew Evankovich, John Prendergast, Niall Hensley, Matthew Suber, Tomeka Fitzpatrick, Meghan Ramanan, Raj Murray, Holt Schaefer, Caitlin Qin, Shulin Wang, Xiaohong Zhang, Yingze Nouraie, Seyed M. Gentry, Heather Kessinger, Cathy Patel, Asha Macatangay, Bernard J. Jacobs, Jana Mellors, John Lee, Janet S. Ray, Prabir Ray, Anuradha Methé, Barbara Morris, Alison McVerry, Bryan J. Kitsios, Georgios D. |
author_facet | Lu, Michael Drohan, Callie Bain, William Shah, Faraaz A. Bittner, Matthew Evankovich, John Prendergast, Niall Hensley, Matthew Suber, Tomeka Fitzpatrick, Meghan Ramanan, Raj Murray, Holt Schaefer, Caitlin Qin, Shulin Wang, Xiaohong Zhang, Yingze Nouraie, Seyed M. Gentry, Heather Kessinger, Cathy Patel, Asha Macatangay, Bernard J. Jacobs, Jana Mellors, John Lee, Janet S. Ray, Prabir Ray, Anuradha Methé, Barbara Morris, Alison McVerry, Bryan J. Kitsios, Georgios D. |
author_sort | Lu, Michael |
collection | PubMed |
description | PURPOSE: Enhanced understanding of the dynamic changes in the dysregulated inflammatory response in COVID-19 may help improve patient selection and timing for immunomodulatory therapies. METHODS: We enrolled 323 COVID-19 inpatients on different levels of baseline respiratory support: i) Low Flow Oxygen (37%), ii) Non-Invasive Ventilation or High Flow Oxygen (NIV_HFO, 29%), iii) Invasive Mechanical Ventilation (IMV, 27%), and iv) Extracorporeal Membrane Oxygenation (ECMO, 7%). We collected plasma samples upon enrollment and days 5 and 10 to measure host-response biomarkers. We classified subjects into inflammatory subphenotypes using two validated predictive models. We examined clinical, biomarker and subphenotype trajectories and outcomes during hospitalization. RESULTS: IL-6, procalcitonin, and Angiopoietin-2 were persistently elevated in patients at higher levels of respiratory support, whereas sRAGE displayed the inverse pattern. Patients on NIV_HFO at baseline had the most dynamic clinical trajectory, with 26% eventually requiring intubation and exhibiting worse 60-day mortality than IMV patients at baseline (67% vs. 35%, p<0.0001). sRAGE levels predicted NIV failure and worse 60-day mortality for NIV_HFO patients, whereas IL-6 levels were predictive in IMV or ECMO patients. Hyper-inflammatory subjects at baseline (<10% by both models) had worse 60-day survival (p<0.0001) and 50% of them remained classified as hyper-inflammatory on follow-up sampling at 5 days post-enrollment. Receipt of combined immunomodulatory therapies (steroids and anti-IL6 agents) was associated with markedly increased IL-6 and lower Angiopoietin-2 levels (p<0.05). CONCLUSIONS: Longitudinal study of systemic host responses in COVID-19 revealed substantial and predictive inter-individual variability, influenced by baseline levels of respiratory support and concurrent immunomodulatory therapies. |
format | Online Article Text |
id | pubmed-9727768 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-97277682022-12-08 Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support Lu, Michael Drohan, Callie Bain, William Shah, Faraaz A. Bittner, Matthew Evankovich, John Prendergast, Niall Hensley, Matthew Suber, Tomeka Fitzpatrick, Meghan Ramanan, Raj Murray, Holt Schaefer, Caitlin Qin, Shulin Wang, Xiaohong Zhang, Yingze Nouraie, Seyed M. Gentry, Heather Kessinger, Cathy Patel, Asha Macatangay, Bernard J. Jacobs, Jana Mellors, John Lee, Janet S. Ray, Prabir Ray, Anuradha Methé, Barbara Morris, Alison McVerry, Bryan J. Kitsios, Georgios D. medRxiv Article PURPOSE: Enhanced understanding of the dynamic changes in the dysregulated inflammatory response in COVID-19 may help improve patient selection and timing for immunomodulatory therapies. METHODS: We enrolled 323 COVID-19 inpatients on different levels of baseline respiratory support: i) Low Flow Oxygen (37%), ii) Non-Invasive Ventilation or High Flow Oxygen (NIV_HFO, 29%), iii) Invasive Mechanical Ventilation (IMV, 27%), and iv) Extracorporeal Membrane Oxygenation (ECMO, 7%). We collected plasma samples upon enrollment and days 5 and 10 to measure host-response biomarkers. We classified subjects into inflammatory subphenotypes using two validated predictive models. We examined clinical, biomarker and subphenotype trajectories and outcomes during hospitalization. RESULTS: IL-6, procalcitonin, and Angiopoietin-2 were persistently elevated in patients at higher levels of respiratory support, whereas sRAGE displayed the inverse pattern. Patients on NIV_HFO at baseline had the most dynamic clinical trajectory, with 26% eventually requiring intubation and exhibiting worse 60-day mortality than IMV patients at baseline (67% vs. 35%, p<0.0001). sRAGE levels predicted NIV failure and worse 60-day mortality for NIV_HFO patients, whereas IL-6 levels were predictive in IMV or ECMO patients. Hyper-inflammatory subjects at baseline (<10% by both models) had worse 60-day survival (p<0.0001) and 50% of them remained classified as hyper-inflammatory on follow-up sampling at 5 days post-enrollment. Receipt of combined immunomodulatory therapies (steroids and anti-IL6 agents) was associated with markedly increased IL-6 and lower Angiopoietin-2 levels (p<0.05). CONCLUSIONS: Longitudinal study of systemic host responses in COVID-19 revealed substantial and predictive inter-individual variability, influenced by baseline levels of respiratory support and concurrent immunomodulatory therapies. Cold Spring Harbor Laboratory 2022-11-29 /pmc/articles/PMC9727768/ /pubmed/36482978 http://dx.doi.org/10.1101/2022.11.28.22282858 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Lu, Michael Drohan, Callie Bain, William Shah, Faraaz A. Bittner, Matthew Evankovich, John Prendergast, Niall Hensley, Matthew Suber, Tomeka Fitzpatrick, Meghan Ramanan, Raj Murray, Holt Schaefer, Caitlin Qin, Shulin Wang, Xiaohong Zhang, Yingze Nouraie, Seyed M. Gentry, Heather Kessinger, Cathy Patel, Asha Macatangay, Bernard J. Jacobs, Jana Mellors, John Lee, Janet S. Ray, Prabir Ray, Anuradha Methé, Barbara Morris, Alison McVerry, Bryan J. Kitsios, Georgios D. Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support |
title | Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support |
title_full | Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support |
title_fullStr | Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support |
title_full_unstemmed | Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support |
title_short | Trajectories of host-response biomarkers and inflammatory subphenotypes in COVID-19 patients across the spectrum of respiratory support |
title_sort | trajectories of host-response biomarkers and inflammatory subphenotypes in covid-19 patients across the spectrum of respiratory support |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727768/ https://www.ncbi.nlm.nih.gov/pubmed/36482978 http://dx.doi.org/10.1101/2022.11.28.22282858 |
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