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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |