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Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury
No methods exist to rapidly and accurately quantify the immune insult created by burn injuries. The development of a rapid, noninvasive clinical biomarker assay that evaluates a burn patient's underlying immune dysfunction and predicts clinical outcomes could transform burn care. We aimed to de...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9522922/ https://www.ncbi.nlm.nih.gov/pubmed/35363228 http://dx.doi.org/10.1097/TA.0000000000003602 |
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author | Mahung, Cressida Stepp, Wesley H. Long, Clayton Malfitano, Madison Saklayici, Irmak Wallet, Shannon M. Zhou, Laura Y. Zhou, Haibo Cairns, Bruce A. Maile, Robert |
author_facet | Mahung, Cressida Stepp, Wesley H. Long, Clayton Malfitano, Madison Saklayici, Irmak Wallet, Shannon M. Zhou, Laura Y. Zhou, Haibo Cairns, Bruce A. Maile, Robert |
author_sort | Mahung, Cressida |
collection | PubMed |
description | No methods exist to rapidly and accurately quantify the immune insult created by burn injuries. The development of a rapid, noninvasive clinical biomarker assay that evaluates a burn patient's underlying immune dysfunction and predicts clinical outcomes could transform burn care. We aimed to determine a set of peripheral biomarkers that correlates with clinical outcomes of burn patients. METHODS: This prospective observational study enrolled two patient cohorts within a single burn center into an institutionally approved institutional review board study. Blood draws were performed <48 hours after injury. Initial unbiased immune gene expression analysis compared 23 burn patients and 6 healthy controls using multiplex immune gene expression analysis of RNA from peripheral blood mononuclear cells. We then performed confirmatory outcomes analysis in 109 burn patients and 19 healthy controls using a targeted rapid quantitative polymerase chain reaction. Findings were validated and modeled associations with clinical outcomes using a regression model. RESULTS: A total of 149 genes with a significant difference in expression from burn patients compared with controls were identified. Pathway analysis identified pathways related to interleukin (IL)-10 and inducible nitric oxide synthase signaling to have significant z scores. quantitative polymerase chain reaction analysis of IL-10, IL-12, arginase 1 (ARG1), and inducible nitric oxide synthase demonstrated that burn injury was associated with increased expression of ARG1 and IL-10, and decreased expression of nitric oxide synthase 2 (NOS2) and IL-12. Burn severity, acute lung injury, development of infection, failure of skin autograft, and mortality significantly correlated with expression of one or more of these genes. Ratios of IL-10/IL-12, ARG1/NOS2, and (ARG1–IL-10)/(NOS2–IL-12) transcript levels further improved the correlation with outcomes. Using a multivariate regression model, adjusting for patient confounders demonstrated that (ARG1–IL-10)/(NOS2–IL-12) significantly correlated with burn severity and development of acute lung injury. CONCLUSION: We present a means to predict patient outcomes early after burn injury using peripheral blood, allowing early identification of underlying immune dysfunction. LEVEL OF EVIDENCE: Prognostic/Epidemiological; Level II. |
format | Online Article Text |
id | pubmed-9522922 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-95229222022-10-27 Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury Mahung, Cressida Stepp, Wesley H. Long, Clayton Malfitano, Madison Saklayici, Irmak Wallet, Shannon M. Zhou, Laura Y. Zhou, Haibo Cairns, Bruce A. Maile, Robert J Trauma Acute Care Surg Independent Submissions No methods exist to rapidly and accurately quantify the immune insult created by burn injuries. The development of a rapid, noninvasive clinical biomarker assay that evaluates a burn patient's underlying immune dysfunction and predicts clinical outcomes could transform burn care. We aimed to determine a set of peripheral biomarkers that correlates with clinical outcomes of burn patients. METHODS: This prospective observational study enrolled two patient cohorts within a single burn center into an institutionally approved institutional review board study. Blood draws were performed <48 hours after injury. Initial unbiased immune gene expression analysis compared 23 burn patients and 6 healthy controls using multiplex immune gene expression analysis of RNA from peripheral blood mononuclear cells. We then performed confirmatory outcomes analysis in 109 burn patients and 19 healthy controls using a targeted rapid quantitative polymerase chain reaction. Findings were validated and modeled associations with clinical outcomes using a regression model. RESULTS: A total of 149 genes with a significant difference in expression from burn patients compared with controls were identified. Pathway analysis identified pathways related to interleukin (IL)-10 and inducible nitric oxide synthase signaling to have significant z scores. quantitative polymerase chain reaction analysis of IL-10, IL-12, arginase 1 (ARG1), and inducible nitric oxide synthase demonstrated that burn injury was associated with increased expression of ARG1 and IL-10, and decreased expression of nitric oxide synthase 2 (NOS2) and IL-12. Burn severity, acute lung injury, development of infection, failure of skin autograft, and mortality significantly correlated with expression of one or more of these genes. Ratios of IL-10/IL-12, ARG1/NOS2, and (ARG1–IL-10)/(NOS2–IL-12) transcript levels further improved the correlation with outcomes. Using a multivariate regression model, adjusting for patient confounders demonstrated that (ARG1–IL-10)/(NOS2–IL-12) significantly correlated with burn severity and development of acute lung injury. CONCLUSION: We present a means to predict patient outcomes early after burn injury using peripheral blood, allowing early identification of underlying immune dysfunction. LEVEL OF EVIDENCE: Prognostic/Epidemiological; Level II. Lippincott Williams & Wilkins 2022-11 2022-03-28 /pmc/articles/PMC9522922/ /pubmed/35363228 http://dx.doi.org/10.1097/TA.0000000000003602 Text en Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. 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) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , 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. |
spellingShingle | Independent Submissions Mahung, Cressida Stepp, Wesley H. Long, Clayton Malfitano, Madison Saklayici, Irmak Wallet, Shannon M. Zhou, Laura Y. Zhou, Haibo Cairns, Bruce A. Maile, Robert Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury |
title | Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury |
title_full | Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury |
title_fullStr | Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury |
title_full_unstemmed | Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury |
title_short | Early expression of IL-10, IL-12, ARG1, and NOS2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury |
title_sort | early expression of il-10, il-12, arg1, and nos2 genes in peripheral blood mononuclear cells synergistically correlate with patient outcome after burn injury |
topic | Independent Submissions |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9522922/ https://www.ncbi.nlm.nih.gov/pubmed/35363228 http://dx.doi.org/10.1097/TA.0000000000003602 |
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