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阿达木单抗群体药代动力学模型对炎症性肠病患者的预测性能评估

Evaluation of the Predictive Performance of Population Pharmacokinetic Models of Adalimumab in Patients with Inflammatory Bowel Disease.

作者信息

Marquez-Megias Silvia, Ramon-Lopez Amelia, Más-Serrano Patricio, Diaz-Gonzalez Marcos, Candela-Boix Maria Remedios, Nalda-Molina Ricardo

机构信息

School of Pharmacy, Miguel Hernández University, 03550 San Juan de Alicante, Spain.

Alicante Institute for Health and Biomedical Research (ISABIAL-FISABIO Foundation), 03010 Alicante, Spain.

出版信息

Pharmaceutics. 2021 Aug 12;13(8):1244. doi: 10.3390/pharmaceutics13081244.

DOI:10.3390/pharmaceutics13081244
PMID:34452204
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8398570/
Abstract

Adalimumab is a monoclonal antibody used for inflammatory bowel disease. Due to its considerably variable pharmacokinetics, the loss of response and the development of anti-antibodies, it is highly recommended to use a model-informed precision dosing approach. The aim of this study is to evaluate the predictive performance of different population-pharmacokinetic models of adalimumab for inflammatory bowel disease to determine the pharmacokinetic model(s) that best suit our population to use in the clinical routine. A retrospective observational study with 134 patients was conducted at the General University Hospital of Alicante between 2014 and 2019. Model adequacy of each model was evaluated by the distribution of the individual pharmacokinetic parameters and the NPDE plots whereas predictive performance was assessed by calculating bias and precision. Moreover, stochastic simulations were performed to optimize the maintenance doses in the clinical protocols, to reach the target of 8 mg/L in at least 75% of the population. Two population-pharmacokinetic models were selected out of the six found in the literature which performed better in terms of adequacy and predictive performance. The stochastic simulations suggested the benefits of increasing the maintenance dose in protocol to reach the 8 mg/L target.

摘要

阿达木单抗是一种用于治疗炎症性肠病的单克隆抗体。由于其药代动力学差异很大,会出现反应丧失和抗抗体产生的情况,因此强烈建议采用模型指导的精准给药方法。本研究的目的是评估不同的阿达木单抗群体药代动力学模型对炎症性肠病的预测性能,以确定最适合我们群体用于临床常规的药代动力学模型。2014年至2019年期间,在阿利坎特综合大学医院对134名患者进行了一项回顾性观察研究。通过个体药代动力学参数的分布和NPDE图评估每个模型的模型适用性,而通过计算偏差和精密度来评估预测性能。此外,进行了随机模拟,以优化临床方案中的维持剂量,使至少75%的人群达到8 mg/L的目标。从文献中找到的六个模型中选出了两个人群体药代动力学模型,它们在适用性和预测性能方面表现更好。随机模拟表明了在方案中增加维持剂量以达到8 mg/L目标的益处。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/aca25375fae0/pharmaceutics-13-01244-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/70b59080f8e9/pharmaceutics-13-01244-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/893a6cec1190/pharmaceutics-13-01244-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/d8c53e7990ff/pharmaceutics-13-01244-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/aca25375fae0/pharmaceutics-13-01244-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/70b59080f8e9/pharmaceutics-13-01244-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/893a6cec1190/pharmaceutics-13-01244-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/d8c53e7990ff/pharmaceutics-13-01244-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc50/8398570/aca25375fae0/pharmaceutics-13-01244-g004.jpg

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本文引用的文献

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Eur J Pharm Sci. 2020 Jul 1;150:105369. doi: 10.1016/j.ejps.2020.105369. Epub 2020 May 19.
2
Therapeutic drug monitoring with biologic agents in immune mediated inflammatory diseases.治疗药物监测在免疫介导的炎症性疾病中的应用。
Expert Rev Clin Immunol. 2019 Aug;15(8):837-848. doi: 10.1080/1744666X.2019.1630273. Epub 2019 Jun 14.
3
Appropriate Therapeutic Drug Monitoring of Biologic Agents for Patients With Inflammatory Bowel Diseases.
Model-Informed Precision Dosing (MIPD).
模型指导的精准给药(MIPD)。
Pharmaceutics. 2022 Dec 6;14(12):2731. doi: 10.3390/pharmaceutics14122731.
4
Cost-Effectiveness of Therapeutic Drug Monitoring of Anti-TNF Therapy in Inflammatory Bowel Disease: A Systematic Review.炎症性肠病中抗TNF治疗药物监测的成本效益:一项系统评价
Pharmaceutics. 2022 May 7;14(5):1009. doi: 10.3390/pharmaceutics14051009.
炎症性肠病患者生物制剂的恰当治疗药物监测。
Clin Gastroenterol Hepatol. 2019 Aug;17(9):1655-1668.e3. doi: 10.1016/j.cgh.2019.03.037. Epub 2019 Mar 27.
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Subcutaneous Absorption Contributes to Observed Interindividual Variability in Adalimumab Serum Concentrations in Crohn's Disease: A Prospective Multicentre Study.皮下吸收导致克罗恩病阿达木单抗血清浓度的个体间变异性:一项前瞻性多中心研究。
J Crohns Colitis. 2019 Sep 27;13(10):1248-1256. doi: 10.1093/ecco-jcc/jjz050.
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Proactive Therapeutic Drug Monitoring of Adalimumab Is Associated With Better Long-term Outcomes Compared With Standard of Care in Patients With Inflammatory Bowel Disease.与常规护理相比,在炎症性肠病患者中进行阿达木单抗的主动治疗药物监测与更好的长期结局相关。
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