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Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery
BACKGROUND: Lactate dehydrogenase (LDH) has been reported in multiple heart diseases. Herein, we explored the prognostic effects of preoperative LDH on adverse outcomes in cardiac surgery patients. METHODS: Retrospective data analysis was conducted from two large medical databases: Medical Informati...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463775/ https://www.ncbi.nlm.nih.gov/pubmed/36088306 http://dx.doi.org/10.1186/s12872-022-02848-7 |
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author | Zeng, Yu Zhao, Yuhe Dai, Shuren Liu, Yanyan Zhang, Ruoyu Yan, Hong Zhao, Min Wang, Yong |
author_facet | Zeng, Yu Zhao, Yuhe Dai, Shuren Liu, Yanyan Zhang, Ruoyu Yan, Hong Zhao, Min Wang, Yong |
author_sort | Zeng, Yu |
collection | PubMed |
description | BACKGROUND: Lactate dehydrogenase (LDH) has been reported in multiple heart diseases. Herein, we explored the prognostic effects of preoperative LDH on adverse outcomes in cardiac surgery patients. METHODS: Retrospective data analysis was conducted from two large medical databases: Medical Information Mart for Intensive Care (MIMIC) III and MIMIC IV databases. The primary outcome was in-hospital mortality, whereas the secondary outcomes were 1-year mortality, continuous renal replacement therapy, prolonged ventilation, and prolonged length of intensive care unit and hospital stay. RESULTS: Patients with a primary endpoint had significantly higher levels of LDH (p < 0.001). Multivariate regression analysis presented that elevated LDH was independently correlated with increased risk of primary and secondary endpoints (all p < 0.001). Subgroup analyses showed that high LDH was consistently associated with primary endpoint. Moreover, LDH exhibited the highest area under the curve (0.768) for the prediction of primary endpoint compared to the other indicators, including neutrophil–lymphocyte ratio (NLR), lymphocyte-monocyte ratio (LMR), platelet–lymphocyte ratio (PLR), lactate, and simplified acute physiology score (SAPS) II. The above results were further confirmed in the MIMIC IV dataset. CONCLUSIONS: Elevated preoperative LDH may be a robust predictor of poor prognosis in cardiac surgery patients, and its predictive ability is superior to NLR, LMR, PLR, lactate, and SAPS II. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-022-02848-7. |
format | Online Article Text |
id | pubmed-9463775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94637752022-09-11 Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery Zeng, Yu Zhao, Yuhe Dai, Shuren Liu, Yanyan Zhang, Ruoyu Yan, Hong Zhao, Min Wang, Yong BMC Cardiovasc Disord Research BACKGROUND: Lactate dehydrogenase (LDH) has been reported in multiple heart diseases. Herein, we explored the prognostic effects of preoperative LDH on adverse outcomes in cardiac surgery patients. METHODS: Retrospective data analysis was conducted from two large medical databases: Medical Information Mart for Intensive Care (MIMIC) III and MIMIC IV databases. The primary outcome was in-hospital mortality, whereas the secondary outcomes were 1-year mortality, continuous renal replacement therapy, prolonged ventilation, and prolonged length of intensive care unit and hospital stay. RESULTS: Patients with a primary endpoint had significantly higher levels of LDH (p < 0.001). Multivariate regression analysis presented that elevated LDH was independently correlated with increased risk of primary and secondary endpoints (all p < 0.001). Subgroup analyses showed that high LDH was consistently associated with primary endpoint. Moreover, LDH exhibited the highest area under the curve (0.768) for the prediction of primary endpoint compared to the other indicators, including neutrophil–lymphocyte ratio (NLR), lymphocyte-monocyte ratio (LMR), platelet–lymphocyte ratio (PLR), lactate, and simplified acute physiology score (SAPS) II. The above results were further confirmed in the MIMIC IV dataset. CONCLUSIONS: Elevated preoperative LDH may be a robust predictor of poor prognosis in cardiac surgery patients, and its predictive ability is superior to NLR, LMR, PLR, lactate, and SAPS II. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-022-02848-7. BioMed Central 2022-09-10 /pmc/articles/PMC9463775/ /pubmed/36088306 http://dx.doi.org/10.1186/s12872-022-02848-7 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 Zeng, Yu Zhao, Yuhe Dai, Shuren Liu, Yanyan Zhang, Ruoyu Yan, Hong Zhao, Min Wang, Yong Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery |
title | Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery |
title_full | Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery |
title_fullStr | Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery |
title_full_unstemmed | Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery |
title_short | Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery |
title_sort | impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463775/ https://www.ncbi.nlm.nih.gov/pubmed/36088306 http://dx.doi.org/10.1186/s12872-022-02848-7 |
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