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血浆代谢组学在监测非瓣膜性心房颤动患者利伐沙班疗效中的应用。

Application of plasma metabolome for monitoring the effect of rivaroxaban in patients with nonvalvular atrial fibrillation.

机构信息

Department of Laboratory Medicine, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.

Core Facility of Instrument, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China.

出版信息

PeerJ. 2022 Aug 9;10:e13853. doi: 10.7717/peerj.13853. eCollection 2022.

Abstract

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.

摘要

利伐沙班是一种口服 Xa 因子抑制剂,已在临床实践中用于治疗一系列血栓栓塞性疾病。测量利伐沙班的抗凝效果对于避免严重出血事件很重要,从而确保药物治疗的安全性和有效性。代谢组学可以通过分析生物样本中的代谢物来帮助预测患者之间反应的差异。在这项研究中,通过液相色谱-质谱联用(LC-MS/MS)分析了 150 名非瓣膜性心房颤动(NVAF)患者和 100 名年龄/性别匹配的对照者在服用利伐沙班前和 3 小时后的血浆代谢组。与对照组相比,NVAF 患者的血浆中有 13 种代谢物差异表达。通路分析显示嘌呤和脂质代谢失调。一组三个代谢物(17a-乙炔雌二醇、色氨酰-谷氨酸和腺苷)具有良好的预测能力,可以区分非瓣膜性心房颤动,发现阶段的 AUC 为 1,验证阶段的 AUC 也为 1。在利伐沙班治疗下,共有 7 种代谢物发生变化,脂质和糖基磷脂酰肌醇生物合成途径发生改变,由牛油果烯、prenyl glucoside 和磷脂酰乙醇胺组成的小组具有预测能力,发现数据集的 AUC 为 0.86,验证数据集的 AUC 为 0.82。该研究表明,血浆代谢组学分析具有区分非瓣膜性心房颤动的潜力,并有助于监测利伐沙班抗凝的效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/09c3/9373988/e302564c909c/peerj-10-13853-g001.jpg

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