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Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury
The purpose of this study is to identify medications with potentially beneficial effects on decreasing mortality in patients with acute kidney injury (AKI) while in the intensive care unit (ICU). We used logistic regression to investigate associations between medications received and ICU mortality i...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484575/ https://www.ncbi.nlm.nih.gov/pubmed/34593872 http://dx.doi.org/10.1038/s41598-021-98734-x |
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author | Guo, Xiaojiang Qi, Xiguang Fan, Peihao Gilbert, Michael La, Andrew D. Liu, Zeyu Bertz, Richard Kellum, John A. Chen, Yu Wang, Lirong |
author_facet | Guo, Xiaojiang Qi, Xiguang Fan, Peihao Gilbert, Michael La, Andrew D. Liu, Zeyu Bertz, Richard Kellum, John A. Chen, Yu Wang, Lirong |
author_sort | Guo, Xiaojiang |
collection | PubMed |
description | The purpose of this study is to identify medications with potentially beneficial effects on decreasing mortality in patients with acute kidney injury (AKI) while in the intensive care unit (ICU). We used logistic regression to investigate associations between medications received and ICU mortality in patients with AKI in the MIMIC III database. Drugs associated with reduced mortality were then validated using the eICU database. Propensity score matching (PSM) was used for matching the patients’ baseline severity of illness followed by a chi-square test to calculate the significance of drug use and mortality. Finally, we examined gene expression signatures to explore the drug’s molecular mechanism on AKI. While several drugs demonstrated potential beneficial effects on reducing mortality, most were used for potentially fatal illnesses (e.g. antibiotics, cardiac medications). One exception was found, ondansetron, a drug without previously identified life-saving effects, has correlation with lower mortality among AKI patients. This association was confirmed in a subsequent analysis using the eICU database. Based on the comparison of gene expression signatures, the presumed therapeutic effect of ondansetron may be elicited through the NF-KB pathway and JAK-STAT pathway. Our findings provide real-world evidence to support clinical trials of ondansetron for treatment of AKI. |
format | Online Article Text |
id | pubmed-8484575 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84845752021-10-04 Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury Guo, Xiaojiang Qi, Xiguang Fan, Peihao Gilbert, Michael La, Andrew D. Liu, Zeyu Bertz, Richard Kellum, John A. Chen, Yu Wang, Lirong Sci Rep Article The purpose of this study is to identify medications with potentially beneficial effects on decreasing mortality in patients with acute kidney injury (AKI) while in the intensive care unit (ICU). We used logistic regression to investigate associations between medications received and ICU mortality in patients with AKI in the MIMIC III database. Drugs associated with reduced mortality were then validated using the eICU database. Propensity score matching (PSM) was used for matching the patients’ baseline severity of illness followed by a chi-square test to calculate the significance of drug use and mortality. Finally, we examined gene expression signatures to explore the drug’s molecular mechanism on AKI. While several drugs demonstrated potential beneficial effects on reducing mortality, most were used for potentially fatal illnesses (e.g. antibiotics, cardiac medications). One exception was found, ondansetron, a drug without previously identified life-saving effects, has correlation with lower mortality among AKI patients. This association was confirmed in a subsequent analysis using the eICU database. Based on the comparison of gene expression signatures, the presumed therapeutic effect of ondansetron may be elicited through the NF-KB pathway and JAK-STAT pathway. Our findings provide real-world evidence to support clinical trials of ondansetron for treatment of AKI. Nature Publishing Group UK 2021-09-30 /pmc/articles/PMC8484575/ /pubmed/34593872 http://dx.doi.org/10.1038/s41598-021-98734-x Text en © The Author(s) 2021 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 | Article Guo, Xiaojiang Qi, Xiguang Fan, Peihao Gilbert, Michael La, Andrew D. Liu, Zeyu Bertz, Richard Kellum, John A. Chen, Yu Wang, Lirong Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury |
title | Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury |
title_full | Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury |
title_fullStr | Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury |
title_full_unstemmed | Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury |
title_short | Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury |
title_sort | effect of ondansetron on reducing icu mortality in patients with acute kidney injury |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484575/ https://www.ncbi.nlm.nih.gov/pubmed/34593872 http://dx.doi.org/10.1038/s41598-021-98734-x |
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