Dynamics of a network mediated by IL-36 and involved in the pathogenesis of psoriasis.

Frontiers in network physiology Pub Date : 2024-05-31 eCollection Date: 2024-01-01 DOI:10.3389/fnetp.2024.1363791
Sneha Pandey, Syona Tiwari, Sulagna Basu, Rajiv Kumar Mishra, Rakesh Pandey
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Abstract

The pathogenesis of the inflammatory, chronic, and common skin disease psoriasis involves immune cells, skin cells (keratinocytes), and the cytokines they secrete. Hyperproliferation and abnormal differentiation of keratinocytes are hallmarks of the disease. The roles of cytokines such as TNFα, IL-15, IL-17, and IL-23 in psoriasis have been studied through mathematical/computational models as well as experiments. However, the role of proinflammatory cytokine IL-36 in the onset and progression of psoriasis is still elusive. To explore the role of IL-36, we construct a network embodying indirect cell-cell interactions of a few immune and skin cells mediated by IL-36 based on existing knowledge. We also develop a mathematical model for the network and perform a global sensitivity analysis. Our results suggest that the model is most sensitive to a parameter that represents the level of cytokine IL-36. In addition, a steady-state analysis of the model suggests that an increase in the level of IL-36 could lead to the hyperproliferation of keratinocytes and, thus, psoriasis. Our analysis also highlights that the plaque formation and progression of psoriasis could occur through either a gradual or a switch-like increase in the keratinocyte population. We propose that the switch-like increase would be due to a bistable behavior of the network toward either a psoriatic or healthy state and could be used as a novel treatment strategy.

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由 IL-36 介导并参与银屑病发病机制的网络动态。
炎症性慢性常见皮肤病银屑病的发病机制涉及免疫细胞、皮肤细胞(角质形成细胞)及其分泌的细胞因子。角质形成细胞的过度增殖和异常分化是该病的特征。人们通过数学/计算模型和实验研究了 TNFα、IL-15、IL-17 和 IL-23 等细胞因子在银屑病中的作用。然而,促炎细胞因子 IL-36 在银屑病发病和进展过程中的作用仍然难以捉摸。为了探索 IL-36 的作用,我们根据现有知识构建了一个网络,体现了 IL-36 介导的一些免疫细胞和皮肤细胞之间的间接细胞-细胞相互作用。我们还为该网络建立了一个数学模型,并进行了全局敏感性分析。结果表明,该模型对代表细胞因子 IL-36 水平的参数最为敏感。此外,对模型进行的稳态分析表明,IL-36 水平的增加会导致角质细胞过度增殖,从而引发银屑病。我们的分析还强调,牛皮癣的斑块形成和进展可能是通过角质形成细胞数量的渐进式或开关式增加而发生的。我们认为,开关样增加是由于网络向银屑病或健康状态的双稳态行为,可作为一种新的治疗策略。
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