Please use this identifier to cite or link to this item: https://ahro.austin.org.au/austinjspui/handle/1/28698
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dc.contributor.authorYao, Lijing-
dc.contributor.authorRey, Diego Ariel-
dc.contributor.authorBulgarelli, Lucas-
dc.contributor.authorKast, Rachel-
dc.contributor.authorOsborn, Jeff-
dc.contributor.authorVan Ark, Emily-
dc.contributor.authorFang, Li Tai-
dc.contributor.authorLau, Bayo-
dc.contributor.authorLam, Hugo-
dc.contributor.authorTeixeira, Leonardo Maestri-
dc.contributor.authorNeto, Ary Serpa-
dc.contributor.authorBellomo, Rinaldo-
dc.contributor.authorDeliberato, Rodrigo Octávio-
dc.date2022-
dc.date.accessioned2022-02-01T04:44:40Z-
dc.date.available2022-02-01T04:44:40Z-
dc.date.issued2022-03-01-
dc.identifier.citationShock 2022; 57(3): 384-391en
dc.identifier.urihttps://ahro.austin.org.au/austinjspui/handle/1/28698-
dc.description.abstractAmong 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. 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 vs. placebo in vasodilatory shock. 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. 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.en
dc.language.isoeng-
dc.titleGene Expression Scoring of Immune Activity Levels for Precision Use of Hydrocortisone In Vasodilatory Shock.en
dc.typeJournal Articleen
dc.identifier.journaltitleShock (Augusta, Ga.)en
dc.identifier.affiliationIntensive Care..en
dc.identifier.affiliationDepartment of Intensive Care, Royal Melbourne Hospital, Melbourne, Australia..en
dc.identifier.affiliationAustralian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia..en
dc.identifier.affiliationDepartment of Clinical Data Science, Endpoint Health Inc, Palo Alto, California, USA Bioinformatics Department, HypaHub Inc, San Jose, California, USA Department of Critical Care Medicine, Hospital Israelita Albert Einstein, São Paulo, Brazil..en
dc.identifier.affiliationData Analytics Research and Evaluation (DARE) Centre..en
dc.identifier.affiliationDepartment of Critical Care, Melbourne Medical School, University of Melbourne, Austin Hospital, Melbourne, Australia..en
dc.identifier.pubmedurihttps://pubmed.ncbi.nlm.nih.gov/35081076/en
dc.identifier.doi10.1097/SHK.0000000000001910en
dc.type.contentTexten
dc.identifier.orcid0000-0003-1520-9387en
dc.identifier.orcid0000-0002-1650-8939en
dc.identifier.pubmedid35081076-
local.name.researcherBellomo, Rinaldo
item.grantfulltextnone-
item.fulltextNo Fulltext-
item.cerifentitytypePublications-
item.languageiso639-1en-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.openairetypeJournal Article-
crisitem.author.deptIntensive Care-
crisitem.author.deptData Analytics Research and Evaluation (DARE) Centre-
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