Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Mindi, Liu, Xiaoyan, Bu, Xiaoxiao, Li, Yao, Wang, Meng, Zhang, Bo, Sun, Wei, Li, Chuanbao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
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
_version_ 1784767700018397184
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
work_keys_str_mv AT zhaomindi applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation
AT liuxiaoyan applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation
AT buxiaoxiao applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation
AT liyao applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation
AT wangmeng applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation
AT zhangbo applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation
AT sunwei applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation
AT lichuanbao applicationofplasmametabolomeformonitoringtheeffectofrivaroxabaninpatientswithnonvalvularatrialfibrillation