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A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation

PURPOSE: Sepsis is a leading cause of morbidity and mortality worldwide and is characterized by vascular leak. Treatment for sepsis, specifically intravenous fluids, may worsen deterioration in the context of vascular leak. We therefore sought to quantify vascular leak in sepsis patients to guide fl...

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Autores principales: Chandra, Jay, Armengol de la Hoz, Miguel A., Lee, Gwendolyn, Lee, Alexandria, Thoral, Patrick, Elbers, Paul, Lee, Hyung-Chul, Munger, John S., Celi, Leo Anthony, Kaufman, David A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003991/
https://www.ncbi.nlm.nih.gov/pubmed/35410278
http://dx.doi.org/10.1186/s13054-022-03968-4
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author Chandra, Jay
Armengol de la Hoz, Miguel A.
Lee, Gwendolyn
Lee, Alexandria
Thoral, Patrick
Elbers, Paul
Lee, Hyung-Chul
Munger, John S.
Celi, Leo Anthony
Kaufman, David A.
author_facet Chandra, Jay
Armengol de la Hoz, Miguel A.
Lee, Gwendolyn
Lee, Alexandria
Thoral, Patrick
Elbers, Paul
Lee, Hyung-Chul
Munger, John S.
Celi, Leo Anthony
Kaufman, David A.
author_sort Chandra, Jay
collection PubMed
description PURPOSE: Sepsis is a leading cause of morbidity and mortality worldwide and is characterized by vascular leak. Treatment for sepsis, specifically intravenous fluids, may worsen deterioration in the context of vascular leak. We therefore sought to quantify vascular leak in sepsis patients to guide fluid resuscitation. METHODS: We performed a retrospective cohort study of sepsis patients in four ICU databases in North America, Europe, and Asia. We developed an intuitive vascular leak index (VLI) and explored the relationship between VLI and in-hospital death and fluid balance using generalized additive models (GAM). RESULTS: Using a GAM, we found that increased VLI is associated with an increased risk of in-hospital death. Patients with a VLI in the highest quartile (Q4), across the four datasets, had a 1.61–2.31 times increased odds of dying in the hospital compared to patients with a VLI in the lowest quartile (Q1). VLI Q2 and Q3 were also associated with increased odds of dying. The relationship between VLI, treated as a continuous variable, and in-hospital death and fluid balance was statistically significant in the three datasets with large sample sizes. Specifically, we observed that as VLI increased, there was increase in the risk for in-hospital death and 36–84 h fluid balance. CONCLUSIONS: Our VLI identifies groups of patients who may be at higher risk for in-hospital death or for fluid accumulation. This relationship persisted in models developed to control for severity of illness and chronic comorbidities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-022-03968-4.
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spelling pubmed-90039912022-04-13 A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation Chandra, Jay Armengol de la Hoz, Miguel A. Lee, Gwendolyn Lee, Alexandria Thoral, Patrick Elbers, Paul Lee, Hyung-Chul Munger, John S. Celi, Leo Anthony Kaufman, David A. Crit Care Research PURPOSE: Sepsis is a leading cause of morbidity and mortality worldwide and is characterized by vascular leak. Treatment for sepsis, specifically intravenous fluids, may worsen deterioration in the context of vascular leak. We therefore sought to quantify vascular leak in sepsis patients to guide fluid resuscitation. METHODS: We performed a retrospective cohort study of sepsis patients in four ICU databases in North America, Europe, and Asia. We developed an intuitive vascular leak index (VLI) and explored the relationship between VLI and in-hospital death and fluid balance using generalized additive models (GAM). RESULTS: Using a GAM, we found that increased VLI is associated with an increased risk of in-hospital death. Patients with a VLI in the highest quartile (Q4), across the four datasets, had a 1.61–2.31 times increased odds of dying in the hospital compared to patients with a VLI in the lowest quartile (Q1). VLI Q2 and Q3 were also associated with increased odds of dying. The relationship between VLI, treated as a continuous variable, and in-hospital death and fluid balance was statistically significant in the three datasets with large sample sizes. Specifically, we observed that as VLI increased, there was increase in the risk for in-hospital death and 36–84 h fluid balance. CONCLUSIONS: Our VLI identifies groups of patients who may be at higher risk for in-hospital death or for fluid accumulation. This relationship persisted in models developed to control for severity of illness and chronic comorbidities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-022-03968-4. BioMed Central 2022-04-11 /pmc/articles/PMC9003991/ /pubmed/35410278 http://dx.doi.org/10.1186/s13054-022-03968-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Chandra, Jay
Armengol de la Hoz, Miguel A.
Lee, Gwendolyn
Lee, Alexandria
Thoral, Patrick
Elbers, Paul
Lee, Hyung-Chul
Munger, John S.
Celi, Leo Anthony
Kaufman, David A.
A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
title A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
title_full A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
title_fullStr A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
title_full_unstemmed A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
title_short A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
title_sort novel vascular leak index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003991/
https://www.ncbi.nlm.nih.gov/pubmed/35410278
http://dx.doi.org/10.1186/s13054-022-03968-4
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