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Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay
BACKGROUND: We aimed to determine primary markers of oxidative stress (OS) in ED patients which predict hospital length of stay (LoS), intensive care unit (ICU) LoS, and sepsis severity. MATERIALS AND METHODS: This prospective, single center observational study was conducted in adult patients recrui...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733670/ https://www.ncbi.nlm.nih.gov/pubmed/36507541 http://dx.doi.org/10.3389/fmed.2022.1033083 |
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author | Ng, Mei Li Kuan, Win Sen Pakkiri, Leroy Sivappiragasam Goh, Eugene Chen Howe Wu, Lik Hang Drum, Chester Lee |
author_facet | Ng, Mei Li Kuan, Win Sen Pakkiri, Leroy Sivappiragasam Goh, Eugene Chen Howe Wu, Lik Hang Drum, Chester Lee |
author_sort | Ng, Mei Li |
collection | PubMed |
description | BACKGROUND: We aimed to determine primary markers of oxidative stress (OS) in ED patients which predict hospital length of stay (LoS), intensive care unit (ICU) LoS, and sepsis severity. MATERIALS AND METHODS: This prospective, single center observational study was conducted in adult patients recruited from the ED who were diagnosed with either sepsis, infection without sepsis, or non-infectious, age-matched controls. 290 patients were admitted to the hospital and 24 patients had direct admission to the ICU. A panel of 269 OS and related metabolic markers were profiled for each cohort. Clinical outcomes were direct ICU admission, hospital LoS, ICU LoS, and post-hoc, adjudicated sepsis severity scoring. Bonferroni correction was used for pairwise comparisons. Principal component regression was used for dimensionality reduction and selection of plasma metabolites associated with sepsis. Multivariable negative binomial regression was applied to predict admission, hospital, and ICU LoS. RESULTS: Homoarginine (hArg) was the top discriminator of sepsis severity [sepsis vs. control: ROC-AUC = 0.86 (95% CI 0.81–0.91)], [sepsis vs. infection: ROC-AUC = 0.73 (95% CI 0.68–0.78)]. The 25th percentile of hArg [odds ratio (OR) = 8.57 (95% CI 1.05–70.06)] was associated with hospital LoS [IRR = 2.54 (95% CI 1.83–3.52)] and ICU LOS [IRR = 18.73 (95% CI 4.32–81.27)]. In prediction of outcomes, hArg had superior performance compared to arginine (Arg) [hArg ROC-AUC = 0.77 (95% CI 0.67–0.88) vs. Arg ROC-AUC = 0.66 (95% CI 0.55–0.78)], and dimethylarginines [SDMA ROC-AUC 0.68 (95% CI 0.55–0.79) and ADMA ROC-AUC = 0.68 (95% CI 0.56–0.79)]. Ratio of hArg and Arg/NO metabolic markers and creatinine clearance provided modest improvements in clinical prediction. CONCLUSION: Homoarginine is associated with sepsis severity and predicts hospital and ICU LoS, making it a useful biomarker in guiding treatment decisions for ED patients. |
format | Online Article Text |
id | pubmed-9733670 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97336702022-12-10 Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay Ng, Mei Li Kuan, Win Sen Pakkiri, Leroy Sivappiragasam Goh, Eugene Chen Howe Wu, Lik Hang Drum, Chester Lee Front Med (Lausanne) Medicine BACKGROUND: We aimed to determine primary markers of oxidative stress (OS) in ED patients which predict hospital length of stay (LoS), intensive care unit (ICU) LoS, and sepsis severity. MATERIALS AND METHODS: This prospective, single center observational study was conducted in adult patients recruited from the ED who were diagnosed with either sepsis, infection without sepsis, or non-infectious, age-matched controls. 290 patients were admitted to the hospital and 24 patients had direct admission to the ICU. A panel of 269 OS and related metabolic markers were profiled for each cohort. Clinical outcomes were direct ICU admission, hospital LoS, ICU LoS, and post-hoc, adjudicated sepsis severity scoring. Bonferroni correction was used for pairwise comparisons. Principal component regression was used for dimensionality reduction and selection of plasma metabolites associated with sepsis. Multivariable negative binomial regression was applied to predict admission, hospital, and ICU LoS. RESULTS: Homoarginine (hArg) was the top discriminator of sepsis severity [sepsis vs. control: ROC-AUC = 0.86 (95% CI 0.81–0.91)], [sepsis vs. infection: ROC-AUC = 0.73 (95% CI 0.68–0.78)]. The 25th percentile of hArg [odds ratio (OR) = 8.57 (95% CI 1.05–70.06)] was associated with hospital LoS [IRR = 2.54 (95% CI 1.83–3.52)] and ICU LOS [IRR = 18.73 (95% CI 4.32–81.27)]. In prediction of outcomes, hArg had superior performance compared to arginine (Arg) [hArg ROC-AUC = 0.77 (95% CI 0.67–0.88) vs. Arg ROC-AUC = 0.66 (95% CI 0.55–0.78)], and dimethylarginines [SDMA ROC-AUC 0.68 (95% CI 0.55–0.79) and ADMA ROC-AUC = 0.68 (95% CI 0.56–0.79)]. Ratio of hArg and Arg/NO metabolic markers and creatinine clearance provided modest improvements in clinical prediction. CONCLUSION: Homoarginine is associated with sepsis severity and predicts hospital and ICU LoS, making it a useful biomarker in guiding treatment decisions for ED patients. Frontiers Media S.A. 2022-11-25 /pmc/articles/PMC9733670/ /pubmed/36507541 http://dx.doi.org/10.3389/fmed.2022.1033083 Text en Copyright © 2022 Ng, Kuan, Pakkiri, Goh, Wu and Drum. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Ng, Mei Li Kuan, Win Sen Pakkiri, Leroy Sivappiragasam Goh, Eugene Chen Howe Wu, Lik Hang Drum, Chester Lee Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay |
title | Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay |
title_full | Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay |
title_fullStr | Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay |
title_full_unstemmed | Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay |
title_short | Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay |
title_sort | deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733670/ https://www.ncbi.nlm.nih.gov/pubmed/36507541 http://dx.doi.org/10.3389/fmed.2022.1033083 |
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