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Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery
BACKGROUND: Patients undergoing cardiac surgery are prone to numerous complications. Increased vascular permeability may be associated with morbidity and mortality due to hemodynamic instability, fluid overload, and edema formation. We hypothesized that markers of endothelial injury and inflammation...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10409979/ https://www.ncbi.nlm.nih.gov/pubmed/37552379 http://dx.doi.org/10.1186/s13613-023-01165-2 |
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author | Wollborn, Jakob Zhang, Zilu Gaa, Julie Gentner, Moritz Hausmann, Christian Saenger, Felix Weise, Karina Justice, Samuel Funk, Jean-Luca Staehle, Hans Felix Thomas, Marie Bruno, Raphael R. Saravi, Babak Friess, Jan O. Marx, Markus Buerkle, Hartmut Trummer, Georg Muehlschlegel, Jochen D. Reker, Daniel Goebel, Ulrich Ulbrich, Felix |
author_facet | Wollborn, Jakob Zhang, Zilu Gaa, Julie Gentner, Moritz Hausmann, Christian Saenger, Felix Weise, Karina Justice, Samuel Funk, Jean-Luca Staehle, Hans Felix Thomas, Marie Bruno, Raphael R. Saravi, Babak Friess, Jan O. Marx, Markus Buerkle, Hartmut Trummer, Georg Muehlschlegel, Jochen D. Reker, Daniel Goebel, Ulrich Ulbrich, Felix |
author_sort | Wollborn, Jakob |
collection | PubMed |
description | BACKGROUND: Patients undergoing cardiac surgery are prone to numerous complications. Increased vascular permeability may be associated with morbidity and mortality due to hemodynamic instability, fluid overload, and edema formation. We hypothesized that markers of endothelial injury and inflammation are associated with capillary leak, ultimately increasing the risk of postoperative complications. METHODS: In this prospective, observational, multidisciplinary cohort study at our tertiary academic medical center, we recruited 405 cardiac surgery patients. Patients were assessed daily using body impedance electrical analysis, ultrasound, sublingual intravital microscopy, and analysis of serum biomarkers. Multivariable models, as well as machine learning, were used to study the association of angiopoietin-2 with extracellular water as well as common complications after cardiac surgery. RESULTS: The majority of patients underwent coronary artery bypass grafting, valvular, or aortic surgeries. Across the groups, extracellular water increased postoperatively (20 ± 6 preoperatively to 29 ± 7L on postoperative day 2; P < 0.001). Concomitantly, the levels of the biomarker angiopoietin-2 rose, showing a strong correlation based on the time points of measurements (r = 0.959, P = 0.041). Inflammatory (IL-6, IL-8, CRP) and endothelial biomarkers (VE-Cadherin, syndecan-1, ICAM-1) suggestive of capillary leak were increased. After controlling for common risk factors of edema formation, we found that an increase of 1 ng/mL in angiopoietin-2 was associated with a 0.24L increase in extracellular water (P < 0.001). Angiopoietin-2 showed increased odds for the development of acute kidney injury (OR 1.095 [95% CI 1.032, 1.169]; P = 0.004) and was furthermore associated with delayed extubation, longer time in the ICU, and a higher chance of prolonged dependence on vasoactive medication. Machine learning predicted postoperative complications when capillary leak was added to standard risk factors. CONCLUSIONS: Capillary leak and subsequent edema formation are relevant problems after cardiac surgery. Levels of angiopoietin-2 in combination with extracellular water show promising potential to predict postoperative complications after cardiac surgery. Trial registration number: German Clinical Trials Registry (DRKS No. 00017057), Date of registration 05/04/2019, www.drks.de GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13613-023-01165-2. |
format | Online Article Text |
id | pubmed-10409979 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-104099792023-08-10 Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery Wollborn, Jakob Zhang, Zilu Gaa, Julie Gentner, Moritz Hausmann, Christian Saenger, Felix Weise, Karina Justice, Samuel Funk, Jean-Luca Staehle, Hans Felix Thomas, Marie Bruno, Raphael R. Saravi, Babak Friess, Jan O. Marx, Markus Buerkle, Hartmut Trummer, Georg Muehlschlegel, Jochen D. Reker, Daniel Goebel, Ulrich Ulbrich, Felix Ann Intensive Care Research BACKGROUND: Patients undergoing cardiac surgery are prone to numerous complications. Increased vascular permeability may be associated with morbidity and mortality due to hemodynamic instability, fluid overload, and edema formation. We hypothesized that markers of endothelial injury and inflammation are associated with capillary leak, ultimately increasing the risk of postoperative complications. METHODS: In this prospective, observational, multidisciplinary cohort study at our tertiary academic medical center, we recruited 405 cardiac surgery patients. Patients were assessed daily using body impedance electrical analysis, ultrasound, sublingual intravital microscopy, and analysis of serum biomarkers. Multivariable models, as well as machine learning, were used to study the association of angiopoietin-2 with extracellular water as well as common complications after cardiac surgery. RESULTS: The majority of patients underwent coronary artery bypass grafting, valvular, or aortic surgeries. Across the groups, extracellular water increased postoperatively (20 ± 6 preoperatively to 29 ± 7L on postoperative day 2; P < 0.001). Concomitantly, the levels of the biomarker angiopoietin-2 rose, showing a strong correlation based on the time points of measurements (r = 0.959, P = 0.041). Inflammatory (IL-6, IL-8, CRP) and endothelial biomarkers (VE-Cadherin, syndecan-1, ICAM-1) suggestive of capillary leak were increased. After controlling for common risk factors of edema formation, we found that an increase of 1 ng/mL in angiopoietin-2 was associated with a 0.24L increase in extracellular water (P < 0.001). Angiopoietin-2 showed increased odds for the development of acute kidney injury (OR 1.095 [95% CI 1.032, 1.169]; P = 0.004) and was furthermore associated with delayed extubation, longer time in the ICU, and a higher chance of prolonged dependence on vasoactive medication. Machine learning predicted postoperative complications when capillary leak was added to standard risk factors. CONCLUSIONS: Capillary leak and subsequent edema formation are relevant problems after cardiac surgery. Levels of angiopoietin-2 in combination with extracellular water show promising potential to predict postoperative complications after cardiac surgery. Trial registration number: German Clinical Trials Registry (DRKS No. 00017057), Date of registration 05/04/2019, www.drks.de GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13613-023-01165-2. Springer International Publishing 2023-08-08 /pmc/articles/PMC10409979/ /pubmed/37552379 http://dx.doi.org/10.1186/s13613-023-01165-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Research Wollborn, Jakob Zhang, Zilu Gaa, Julie Gentner, Moritz Hausmann, Christian Saenger, Felix Weise, Karina Justice, Samuel Funk, Jean-Luca Staehle, Hans Felix Thomas, Marie Bruno, Raphael R. Saravi, Babak Friess, Jan O. Marx, Markus Buerkle, Hartmut Trummer, Georg Muehlschlegel, Jochen D. Reker, Daniel Goebel, Ulrich Ulbrich, Felix Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery |
title | Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery |
title_full | Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery |
title_fullStr | Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery |
title_full_unstemmed | Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery |
title_short | Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery |
title_sort | angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgery |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10409979/ https://www.ncbi.nlm.nih.gov/pubmed/37552379 http://dx.doi.org/10.1186/s13613-023-01165-2 |
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