A model analysis to measure the adherence of Etanercept and Fezakinumab therapy for the treatment of psoriasis

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2022-03-16 DOI:10.15388/namc.2022.27.26483
A. Roy, Fahad Al Basir, P. Roy, A. Chatterjee
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Abstract

This article deals with a immunological model, which includes multiple classes of T cells, namely, the naive T cell, type I, type II and type 17 T helper cells (Th1, Th2, Th17), regulatory T cell (Treg) along with the activated natural killer cells (NK cells) and epidermal keratinocytes. In order to describe the etiology of psoriasis development, we have studied the basic mathematical properties of the model, existence and stability of the interior equilibrium. We have also derived the drug-induced mathematical model using impulse differential equation to determine the effects of combined biologics Etanercept (TNF-α inhibitor) and Fezakinumab (IL-22 monoclonal antibody) therapy considering perfect dosing during the inductive phase. We have determined the required dosing interval of both drugs to maintain the keratinocytes concentration below a threshold level. This study shows that Etanercept alone could theoretically maintain the keratinocytes level, whereas frequent dosing of Fezakinumab alone may not be enough to control the hyper-proliferation of keratinocytes. Furthermore, combination of the drugs with perfect dosing has the noticeable effect on keratinocytes dynamics, which may be suitable therapeutic approaches for treatment of psoriasis.
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测定依那西普和非扎金单抗治疗银屑病依从性的模型分析
本文涉及一种免疫模型,该模型包括多种类型的T细胞,即初始T细胞、I型、II型和17型辅助T细胞(Th1、Th2、Th17)、调节性T细胞(Treg)以及活化的自然杀伤细胞(NK细胞)和表皮角质形成细胞。为了描述银屑病发展的病因,我们研究了模型的基本数学性质、内部平衡的存在性和稳定性。我们还使用脉冲微分方程推导了药物诱导的数学模型,以确定生物制剂依那西普(TNF-α抑制剂)和费扎金单抗(IL-22单克隆抗体)联合治疗的效果,考虑诱导阶段的完美剂量。我们已经确定了将角质形成细胞浓度维持在阈值水平以下所需的两种药物的给药间隔。这项研究表明,理论上单独使用依那西普可以维持角质形成细胞的水平,而单独频繁给药Fezakinumab可能不足以控制角质形成细胞过度增殖。此外,完美剂量的药物组合对角质形成细胞动力学有显著影响,这可能是治疗银屑病的合适方法。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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