Zhang Hong, Hou Wenhong, Henrot Laurence, Schnebert Sylvianne, Dumas Marc, Heusèle Catherine, Yang Jin
CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Shanghai 200031, People's Republic of China Naval Submarine Academy, Qingdao, Shandong 266000, People's Republic of China.
CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Shanghai 200031, People's Republic of China.
J R Soc Interface. 2015 Feb 6;12(103). doi: 10.1098/rsif.2014.1071.
We present a computational model to study the spatio-temporal dynamics of epidermis homoeostasis under normal and pathological conditions. The model consists of a population kinetics model of the central transition pathway of keratinocyte proliferation, differentiation and loss and an agent-based model that propagates cell movements and generates the stratified epidermis. The model recapitulates observed homoeostatic cell density distribution, the epidermal turnover time and the multilayered tissue structure. We extend the model to study the onset, recurrence and phototherapy-induced remission of psoriasis. The model considers psoriasis as a parallel homoeostasis of normal and psoriatic keratinocytes originated from a shared stem cell (SC) niche environment and predicts two homoeostatic modes of psoriasis: a disease mode and a quiescent mode. Interconversion between the two modes can be controlled by interactions between psoriatic SCs and the immune system and by normal and psoriatic SCs competing for growth niches. The prediction of a quiescent state potentially explains the efficacy of multi-episode UVB irradiation therapy and recurrence of psoriasis plaques, which can further guide designs of therapeutics that specifically target the immune system and/or the keratinocytes.
我们提出了一个计算模型,用于研究正常和病理条件下表皮稳态的时空动态。该模型由角质形成细胞增殖、分化和丢失的中心转变途径的群体动力学模型以及一个基于主体的模型组成,后者传播细胞运动并生成分层表皮。该模型再现了观察到的稳态细胞密度分布、表皮周转时间和多层组织结构。我们扩展该模型以研究银屑病的发病、复发和光疗诱导的缓解。该模型将银屑病视为源自共享干细胞(SC)生态位环境的正常和银屑病角质形成细胞的并行稳态,并预测银屑病的两种稳态模式:疾病模式和静止模式。两种模式之间的相互转换可由银屑病SC与免疫系统之间的相互作用以及正常和银屑病SC竞争生长生态位来控制。静止状态的预测可能解释了多疗程UVB照射疗法的疗效和银屑病斑块的复发,这可以进一步指导针对免疫系统和/或角质形成细胞的特异性治疗设计。