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Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation
Rivaroxaban, an oral factor Xa inhibitor, has been used to treating a series of thromboembolic disorders in clinical practice. Measurement of the anticoagulant effect of rivaroxaban is important to avoid serious bleeding events, thus ensuring the safety and efficacy of drug administration. Metabolom...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373988/ https://www.ncbi.nlm.nih.gov/pubmed/35966924 http://dx.doi.org/10.7717/peerj.13853 |
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author | Zhao, Mindi Liu, Xiaoyan Bu, Xiaoxiao Li, Yao Wang, Meng Zhang, Bo Sun, Wei Li, Chuanbao |
author_facet | Zhao, Mindi Liu, Xiaoyan Bu, Xiaoxiao Li, Yao Wang, Meng Zhang, Bo Sun, Wei Li, Chuanbao |
author_sort | Zhao, Mindi |
collection | PubMed |
description | Rivaroxaban, an oral factor Xa inhibitor, has been used to treating a series of thromboembolic disorders in clinical practice. Measurement of the anticoagulant effect of rivaroxaban is important to avoid serious bleeding events, thus ensuring the safety and efficacy of drug administration. Metabolomics could help to predict differences in the responses among patients by profiling metabolites in biosamples. In this study, plasma metabolomes before and 3 hours after rivaroxaban intake in 150 nonvalvular atrial fibrillation (NVAF) patients and 100 age/gender-matched controls were analyzed by liquid chromatography coupled with mass spectrometry (LC–MS/MS). When compared with controls, a total of thirteen plasma metabolites were differentially expressed in the NVAF patients. Pathway analysis revealed that purine and lipid metabolism were dysregulated. A panel of three metabolites (17a-ethynylestradiol, tryptophyl-glutamate and adenosine) showed good predictive ability to distinguish nonvalvular atrial fibrillation with an area under the receiver operating characteristic curve (AUC) of 1 for the discovery phase and 1 for validation. Under rivaroxaban treatment, a total of seven metabolites changed, the lipid and glycosylphosphatidylinositol biosynthesis pathways were altered and the panel consisting of avocadene, prenyl glucoside and phosphatidylethanolamine showed predictive ability with an AUC of 0.86 for the discovery dataset and 0.82 for the validation. The study showed that plasma metabolomic analyses hold the potential to differentiate nonvalvular atrial fibrillation and can help to monitor the effect of rivaroxaban anticoagulation. |
format | Online Article Text |
id | pubmed-9373988 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93739882022-08-13 Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation Zhao, Mindi Liu, Xiaoyan Bu, Xiaoxiao Li, Yao Wang, Meng Zhang, Bo Sun, Wei Li, Chuanbao PeerJ Molecular Biology Rivaroxaban, an oral factor Xa inhibitor, has been used to treating a series of thromboembolic disorders in clinical practice. Measurement of the anticoagulant effect of rivaroxaban is important to avoid serious bleeding events, thus ensuring the safety and efficacy of drug administration. Metabolomics could help to predict differences in the responses among patients by profiling metabolites in biosamples. In this study, plasma metabolomes before and 3 hours after rivaroxaban intake in 150 nonvalvular atrial fibrillation (NVAF) patients and 100 age/gender-matched controls were analyzed by liquid chromatography coupled with mass spectrometry (LC–MS/MS). When compared with controls, a total of thirteen plasma metabolites were differentially expressed in the NVAF patients. Pathway analysis revealed that purine and lipid metabolism were dysregulated. A panel of three metabolites (17a-ethynylestradiol, tryptophyl-glutamate and adenosine) showed good predictive ability to distinguish nonvalvular atrial fibrillation with an area under the receiver operating characteristic curve (AUC) of 1 for the discovery phase and 1 for validation. Under rivaroxaban treatment, a total of seven metabolites changed, the lipid and glycosylphosphatidylinositol biosynthesis pathways were altered and the panel consisting of avocadene, prenyl glucoside and phosphatidylethanolamine showed predictive ability with an AUC of 0.86 for the discovery dataset and 0.82 for the validation. The study showed that plasma metabolomic analyses hold the potential to differentiate nonvalvular atrial fibrillation and can help to monitor the effect of rivaroxaban anticoagulation. PeerJ Inc. 2022-08-09 /pmc/articles/PMC9373988/ /pubmed/35966924 http://dx.doi.org/10.7717/peerj.13853 Text en ©2022 Zhao et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Molecular Biology Zhao, Mindi Liu, Xiaoyan Bu, Xiaoxiao Li, Yao Wang, Meng Zhang, Bo Sun, Wei Li, Chuanbao Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation |
title | Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation |
title_full | Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation |
title_fullStr | Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation |
title_full_unstemmed | Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation |
title_short | Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation |
title_sort | application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation |
topic | Molecular Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373988/ https://www.ncbi.nlm.nih.gov/pubmed/35966924 http://dx.doi.org/10.7717/peerj.13853 |
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