Cargando…

Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19

Severe COVID-19 frequently features a systemic deluge of cytokines. Circulating cytokines that can stratify risks are useful for more effective triage and management. Here, we ran a machine-learning algorithm on a dataset of 36 plasma cytokines in a cohort of severe COVID-19 to identify cytokine/s u...

Descripción completa

Detalles Bibliográficos
Autores principales: D’Rozario, Ranit, Raychaudhuri, Deblina, Bandopadhyay, Purbita, Sarif, Jafar, Mehta, Priyanka, Liu, Chinky Shiu Chen, Sinha, Bishnu Prasad, Roy, Jayasree, Bhaduri, Ritwik, Das, Monidipa, Bandyopadhyay, Sanghamitra, Paul, Shekhar Ranjan, Chatterjee, Shilpak, Pandey, Rajesh, Ray, Yogiraj, Ganguly, Dipyaman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960352/
https://www.ncbi.nlm.nih.gov/pubmed/36851762
http://dx.doi.org/10.3390/v15020549
_version_ 1784895493455740928
author D’Rozario, Ranit
Raychaudhuri, Deblina
Bandopadhyay, Purbita
Sarif, Jafar
Mehta, Priyanka
Liu, Chinky Shiu Chen
Sinha, Bishnu Prasad
Roy, Jayasree
Bhaduri, Ritwik
Das, Monidipa
Bandyopadhyay, Sanghamitra
Paul, Shekhar Ranjan
Chatterjee, Shilpak
Pandey, Rajesh
Ray, Yogiraj
Ganguly, Dipyaman
author_facet D’Rozario, Ranit
Raychaudhuri, Deblina
Bandopadhyay, Purbita
Sarif, Jafar
Mehta, Priyanka
Liu, Chinky Shiu Chen
Sinha, Bishnu Prasad
Roy, Jayasree
Bhaduri, Ritwik
Das, Monidipa
Bandyopadhyay, Sanghamitra
Paul, Shekhar Ranjan
Chatterjee, Shilpak
Pandey, Rajesh
Ray, Yogiraj
Ganguly, Dipyaman
author_sort D’Rozario, Ranit
collection PubMed
description Severe COVID-19 frequently features a systemic deluge of cytokines. Circulating cytokines that can stratify risks are useful for more effective triage and management. Here, we ran a machine-learning algorithm on a dataset of 36 plasma cytokines in a cohort of severe COVID-19 to identify cytokine/s useful for describing the dynamic clinical state in multiple regression analysis. We performed RNA-sequencing of circulating blood cells collected at different time-points. From a Bayesian Information Criterion analysis, a combination of interleukin-8 (IL-8), Eotaxin, and Interferon-γ (IFNγ) was found to be significantly linked to blood oxygenation over seven days. Individually testing the cytokines in receiver operator characteristics analyses identified IL-8 as a strong stratifier for clinical outcomes. Circulating IL-8 dynamics paralleled disease course. We also revealed key transitions in immune transcriptome in patients stratified for circulating IL-8 at three time-points. The study identifies plasma IL-8 as a key pathogenic cytokine linking systemic hyper-inflammation to the clinical outcomes in COVID-19.
format Online
Article
Text
id pubmed-9960352
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99603522023-02-26 Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19 D’Rozario, Ranit Raychaudhuri, Deblina Bandopadhyay, Purbita Sarif, Jafar Mehta, Priyanka Liu, Chinky Shiu Chen Sinha, Bishnu Prasad Roy, Jayasree Bhaduri, Ritwik Das, Monidipa Bandyopadhyay, Sanghamitra Paul, Shekhar Ranjan Chatterjee, Shilpak Pandey, Rajesh Ray, Yogiraj Ganguly, Dipyaman Viruses Article Severe COVID-19 frequently features a systemic deluge of cytokines. Circulating cytokines that can stratify risks are useful for more effective triage and management. Here, we ran a machine-learning algorithm on a dataset of 36 plasma cytokines in a cohort of severe COVID-19 to identify cytokine/s useful for describing the dynamic clinical state in multiple regression analysis. We performed RNA-sequencing of circulating blood cells collected at different time-points. From a Bayesian Information Criterion analysis, a combination of interleukin-8 (IL-8), Eotaxin, and Interferon-γ (IFNγ) was found to be significantly linked to blood oxygenation over seven days. Individually testing the cytokines in receiver operator characteristics analyses identified IL-8 as a strong stratifier for clinical outcomes. Circulating IL-8 dynamics paralleled disease course. We also revealed key transitions in immune transcriptome in patients stratified for circulating IL-8 at three time-points. The study identifies plasma IL-8 as a key pathogenic cytokine linking systemic hyper-inflammation to the clinical outcomes in COVID-19. MDPI 2023-02-16 /pmc/articles/PMC9960352/ /pubmed/36851762 http://dx.doi.org/10.3390/v15020549 Text en © 2023 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
D’Rozario, Ranit
Raychaudhuri, Deblina
Bandopadhyay, Purbita
Sarif, Jafar
Mehta, Priyanka
Liu, Chinky Shiu Chen
Sinha, Bishnu Prasad
Roy, Jayasree
Bhaduri, Ritwik
Das, Monidipa
Bandyopadhyay, Sanghamitra
Paul, Shekhar Ranjan
Chatterjee, Shilpak
Pandey, Rajesh
Ray, Yogiraj
Ganguly, Dipyaman
Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19
title Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19
title_full Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19
title_fullStr Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19
title_full_unstemmed Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19
title_short Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19
title_sort circulating interleukin-8 dynamics parallels disease course and is linked to clinical outcomes in severe covid-19
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960352/
https://www.ncbi.nlm.nih.gov/pubmed/36851762
http://dx.doi.org/10.3390/v15020549
work_keys_str_mv AT drozarioranit circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT raychaudhurideblina circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT bandopadhyaypurbita circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT sarifjafar circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT mehtapriyanka circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT liuchinkyshiuchen circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT sinhabishnuprasad circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT royjayasree circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT bhaduriritwik circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT dasmonidipa circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT bandyopadhyaysanghamitra circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT paulshekharranjan circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT chatterjeeshilpak circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT pandeyrajesh circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT rayyogiraj circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19
AT gangulydipyaman circulatinginterleukin8dynamicsparallelsdiseasecourseandislinkedtoclinicaloutcomesinseverecovid19