Cargando…

Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock

PURPOSE: Among patients with vasodilatory shock, gene expression scores may identify different immune states. We aimed to test whether such scores are robust in identifying patients’ immune state and predicting response to hydrocortisone treatment in vasodilatory shock. MATERIALS AND METHODS: We sel...

Descripción completa

Detalles Bibliográficos
Autores principales: Yao, Lijing, Rey, Diego Ariel, Bulgarelli, Lucas, Kast, Rachel, Osborn, Jeff, Van Ark, Emily, Fang, Li Tai, Lau, Bayo, Lam, Hugo, Teixeira, Leonardo Maestri, Neto, Ary Serpa, Bellomo, Rinaldo, Deliberato, Rodrigo Octávio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8868213/
https://www.ncbi.nlm.nih.gov/pubmed/35081076
http://dx.doi.org/10.1097/SHK.0000000000001910
_version_ 1784656212737916928
author Yao, Lijing
Rey, Diego Ariel
Bulgarelli, Lucas
Kast, Rachel
Osborn, Jeff
Van Ark, Emily
Fang, Li Tai
Lau, Bayo
Lam, Hugo
Teixeira, Leonardo Maestri
Neto, Ary Serpa
Bellomo, Rinaldo
Deliberato, Rodrigo Octávio
author_facet Yao, Lijing
Rey, Diego Ariel
Bulgarelli, Lucas
Kast, Rachel
Osborn, Jeff
Van Ark, Emily
Fang, Li Tai
Lau, Bayo
Lam, Hugo
Teixeira, Leonardo Maestri
Neto, Ary Serpa
Bellomo, Rinaldo
Deliberato, Rodrigo Octávio
author_sort Yao, Lijing
collection PubMed
description PURPOSE: Among patients with vasodilatory shock, gene expression scores may identify different immune states. We aimed to test whether such scores are robust in identifying patients’ immune state and predicting response to hydrocortisone treatment in vasodilatory shock. MATERIALS AND METHODS: We selected genes to generate continuous scores to define previously established subclasses of sepsis. We used these scores to identify a patient's immune state. We evaluated the potential for these states to assess the differential effect of hydrocortisone in two randomized clinical trials of hydrocortisone versus placebo in vasodilatory shock. RESULTS: We initially identified genes associated with immune-adaptive, immune-innate, immune-coagulant functions. From these genes, 15 were most relevant to generate expression scores related to each of the functions. These scores were used to identify patients as immune-adaptive prevalent (IA-P) and immune-innate prevalent (IN-P). In IA-P patients, hydrocortisone therapy increased 28-day mortality in both trials (43.3% vs 14.7%, P = 0.028) and (57.1% vs 0.0%, P = 0.99). In IN-P patients, this effect was numerically reversed. CONCLUSIONS: Gene expression scores identified the immune state of vasodilatory shock patients, one of which (IA-P) identified those who may be harmed by hydrocortisone. Gene expression scores may help advance the field of personalized medicine.
format Online
Article
Text
id pubmed-8868213
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-88682132022-03-03 Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock Yao, Lijing Rey, Diego Ariel Bulgarelli, Lucas Kast, Rachel Osborn, Jeff Van Ark, Emily Fang, Li Tai Lau, Bayo Lam, Hugo Teixeira, Leonardo Maestri Neto, Ary Serpa Bellomo, Rinaldo Deliberato, Rodrigo Octávio Shock Clinical Aspects PURPOSE: Among patients with vasodilatory shock, gene expression scores may identify different immune states. We aimed to test whether such scores are robust in identifying patients’ immune state and predicting response to hydrocortisone treatment in vasodilatory shock. MATERIALS AND METHODS: We selected genes to generate continuous scores to define previously established subclasses of sepsis. We used these scores to identify a patient's immune state. We evaluated the potential for these states to assess the differential effect of hydrocortisone in two randomized clinical trials of hydrocortisone versus placebo in vasodilatory shock. RESULTS: We initially identified genes associated with immune-adaptive, immune-innate, immune-coagulant functions. From these genes, 15 were most relevant to generate expression scores related to each of the functions. These scores were used to identify patients as immune-adaptive prevalent (IA-P) and immune-innate prevalent (IN-P). In IA-P patients, hydrocortisone therapy increased 28-day mortality in both trials (43.3% vs 14.7%, P = 0.028) and (57.1% vs 0.0%, P = 0.99). In IN-P patients, this effect was numerically reversed. CONCLUSIONS: Gene expression scores identified the immune state of vasodilatory shock patients, one of which (IA-P) identified those who may be harmed by hydrocortisone. Gene expression scores may help advance the field of personalized medicine. Lippincott Williams & Wilkins 2022-03 2022-01-25 /pmc/articles/PMC8868213/ /pubmed/35081076 http://dx.doi.org/10.1097/SHK.0000000000001910 Text en Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the Shock Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Clinical Aspects
Yao, Lijing
Rey, Diego Ariel
Bulgarelli, Lucas
Kast, Rachel
Osborn, Jeff
Van Ark, Emily
Fang, Li Tai
Lau, Bayo
Lam, Hugo
Teixeira, Leonardo Maestri
Neto, Ary Serpa
Bellomo, Rinaldo
Deliberato, Rodrigo Octávio
Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock
title Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock
title_full Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock
title_fullStr Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock
title_full_unstemmed Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock
title_short Gene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone in Vasodilatory Shock
title_sort gene expression scoring of immune activity levels for precision use of hydrocortisone in vasodilatory shock
topic Clinical Aspects
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8868213/
https://www.ncbi.nlm.nih.gov/pubmed/35081076
http://dx.doi.org/10.1097/SHK.0000000000001910
work_keys_str_mv AT yaolijing geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT reydiegoariel geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT bulgarellilucas geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT kastrachel geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT osbornjeff geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT vanarkemily geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT fanglitai geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT laubayo geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT lamhugo geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT teixeiraleonardomaestri geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT netoaryserpa geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT bellomorinaldo geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock
AT deliberatorodrigooctavio geneexpressionscoringofimmuneactivitylevelsforprecisionuseofhydrocortisoneinvasodilatoryshock