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一种新的尿中甲氨蝶呤药代动力学模型评估类风湿关节炎患者的依从性。

A new pharmacokinetic model of urinary methotrexate to assess adherence in rheumatoid arthritis.

机构信息

Rheumatology, CHU Maison Blanche, Reims, Reims, France.

Reims University Hospital, Department of Pharmacology and Toxicology, 51100 Reims, France; University of Reims Champagne-Ardenne (URCA), Department of Medical Pharmacology, EA3801, 51097 Reims, France.

出版信息

Biomed Pharmacother. 2023 Dec;168:115620. doi: 10.1016/j.biopha.2023.115620. Epub 2023 Oct 19.

Abstract

BACKGROUND AND OBJECTIVES

Methotrexate (MTX) is the first-line therapy for rheumatoid arthritis (RA). While therapeutic adherence is essential to successful management, no objective MTX assay is currently available. Using population pharmacokinetic modelling (PopPK), our objective was to describe the urinary MTX (MTXu) kinetics in treated patients and to evaluate its abilities to assess the MTX-adherence.

METHODS

The association between urinary methotrexate level and methotrexate administration was assessed using a generalized linear model. Then, a population pharmacokinetic model was developed based on data from 59 patients using with Monolix 2021. R2. Simulations were run to establish a reference kinetic profile and evaluate the proportion of samples predicted as true positives.

RESULTS

Compared to the control group, multivariate analysis showed that MTXu was independently associated with methotrexate administration (p < 0.0001) with a sensitivity and specificity greater than 99%. The final PopPK model selected was a two-compartment model with first-order absorption and elimination. Internal and external validation of the model met all predefined criteria. When using an analytical assay with a LOQ equal to 1 nM, the proportion of samples predicted as true positives is over 90%, as a function of MTX dose (7.5-25 mg/week) and post-administration sampling days (1-7 days).

CONCLUSION

We developed a pharmacokinetic model able to describe expected patterns of urinary methotrexate. This allowed us to propose a new objective test of MTX adherence, which could help in routine practice to differentiate patients who are truly unresponsive to methotrexate from those who are unresponsive because of non-adherence.

摘要

背景与目的

甲氨蝶呤(MTX)是治疗类风湿关节炎(RA)的一线药物。虽然治疗依从性对于成功治疗至关重要,但目前尚无客观的 MTX 检测方法。本研究采用群体药代动力学模型(PopPK),旨在描述接受 MTX 治疗患者的尿 MTX(MTXu)动力学,并评估其评估 MTX 依从性的能力。

方法

采用广义线性模型评估尿 MTX 水平与 MTX 给药之间的关系。然后,基于 59 例患者的数据,使用 Monolix 2021 建立群体药代动力学模型。进行模拟以建立参考动力学图谱,并评估预测为真阳性的样本比例。

结果

与对照组相比,多变量分析显示,MTXu 与 MTX 给药独立相关(p<0.0001),其灵敏度和特异性均大于 99%。选择的最终 PopPK 模型是一个具有一级吸收和消除的两室模型。模型的内部和外部验证均符合所有预设标准。当使用 LOQ 等于 1 nM 的分析检测方法时,预测为真阳性的样本比例超过 90%,这取决于 MTX 剂量(7.5-25 mg/周)和给药后采样天数(1-7 天)。

结论

我们开发了一种能够描述尿 MTX 预期模式的药代动力学模型。这使我们能够提出一种新的 MTX 依从性客观检测方法,该方法可帮助在常规实践中区分因不依从而对 MTX 无反应的患者和因不反应而对 MTX 无反应的患者。

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