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使用模型指导的精准给药对斑块状银屑病患者进行司库奇尤单抗个体化治疗。

Personalized Secukinumab Treatment in Patients with Plaque Psoriasis Using Model-Informed Precision Dosing.

作者信息

Rodriguez-Fernandez Karine, Zarzoso-Foj Javier, Saez-Bello Marina, Mateu-Puchades Almudena, Martorell-Calatayud Antonio, Merino-Sanjuan Matilde, Gras-Colomer Elena, Climente-Marti Monica, Mangas-Sanjuan Victor

机构信息

Department of Pharmacy and Pharmaceutical Technology and Parasitology, University of Valencia, 46100 Valencia, Spain.

Interuniversity Research Institute for Molecular Recognition and Technological Development, Polytechnic University of Valencia-University of Valencia, 46100 Valencia, Spain.

出版信息

Pharmaceutics. 2024 Dec 10;16(12):1576. doi: 10.3390/pharmaceutics16121576.

DOI:10.3390/pharmaceutics16121576
PMID:39771555
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11678170/
Abstract

Patient care and control of inflammatory disorders, such as psoriasis, can be improved by model-informed precision dosing (MIPD) techniques based on population pharmacokinetic/pharmacodynamic (PK/PD) models. Clinical dose selection decisions based on MIPD strategies need to take account of the uncertainty associated with the individual PK/PD model parameters, which is determined by the quantity of individual observational data collected in clinical practice. The aim of this study was to propose an approach for personalized dosage regimens of secukinumab (SCK) in 22 Spanish patients with plaque psoriasis, whose severity level was considered moderate to severe, taking into account the uncertainty associated with individual parameters in a population-based PK/PD model. The link between SCK serum concentrations and Psoriasis Area and Severity Index (PASI) scores was explained using an indirect response model. A maximum inhibition (I) drug effect model was applied to limit the progression of psoriatic skin lesions within the turnover PD mechanism, which explains the changes in PASI scores during treatment. A first-order remission rate constant for psoriatic lesions (k = 0.11 day) was estimated. According to the MIPD strategy, 50% of patients would require an optimized regimen and 14% would require an intensified dosage regimen in comparison to current clinical treatment. This research has shown its usefulness as a tool for choosing individualized SCK dosage regimens in patients with long-lasting plaque psoriasis to improve the probability of achieving satisfactory response levels.

摘要

基于群体药代动力学/药效学(PK/PD)模型的模型指导精准给药(MIPD)技术可改善诸如银屑病等炎症性疾病的患者护理与控制。基于MIPD策略的临床剂量选择决策需要考虑与个体PK/PD模型参数相关的不确定性,这种不确定性由临床实践中收集的个体观察数据量决定。本研究的目的是针对22名西班牙中重度斑块状银屑病患者,提出一种司库奇尤单抗(SCK)个性化给药方案的方法,同时考虑基于群体的PK/PD模型中个体参数的不确定性。使用间接反应模型解释了SCK血清浓度与银屑病面积和严重程度指数(PASI)评分之间的联系。应用最大抑制(I)药物效应模型来限制银屑病皮肤病变在周转PD机制内的进展,这解释了治疗期间PASI评分的变化。估计了银屑病病变的一级缓解率常数(k = 0.11天)。根据MIPD策略,与当前临床治疗相比,50%的患者需要优化方案,14%的患者需要强化给药方案。这项研究已证明其作为一种工具,可用于为长期斑块状银屑病患者选择个体化SCK给药方案,以提高达到满意反应水平的概率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/f9d010640d69/pharmaceutics-16-01576-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/6ba394a17513/pharmaceutics-16-01576-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/f9d010640d69/pharmaceutics-16-01576-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/6ba394a17513/pharmaceutics-16-01576-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/5afdcf21d595/pharmaceutics-16-01576-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/dbafe01d5b0e/pharmaceutics-16-01576-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/9bdee051e523/pharmaceutics-16-01576-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65dc/11678170/f9d010640d69/pharmaceutics-16-01576-g005.jpg

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本文引用的文献

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Pharmaceutics. 2024 Oct 4;16(10):1295. doi: 10.3390/pharmaceutics16101295.
2
Uncovering the interleukin-12 pharmacokinetic desensitization mechanism and its consequences with mathematical modeling.通过数学建模揭示白细胞介素-12药代动力学脱敏机制及其后果。
CPT Pharmacometrics Syst Pharmacol. 2025 Feb;14(2):217-228. doi: 10.1002/psp4.13258. Epub 2024 Oct 16.
3
Model-informed precision dosing: State of the art and future perspectives.
模型指导的精准给药:现状与未来展望。
Adv Drug Deliv Rev. 2024 Dec;215:115421. doi: 10.1016/j.addr.2024.115421. Epub 2024 Aug 17.
4
Recent Advances Addressing the Challenges of Precision Dosing.应对精准给药挑战的最新进展
Clin Pharmacol Ther. 2024 Sep;116(3):527-530. doi: 10.1002/cpt.3365. Epub 2024 Aug 1.
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Extended Model-Informed Drug Development: Beyond Clinical Trials and Regulatory Approval.扩展的模型指导药物研发:超越临床试验与监管批准
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