上皮间质转化中Wnt信号通路的理论模型

Q1 Mathematics
Kelsey Gasior, Marlene Hauck, Alyson Wilson, Sudin Bhattacharya
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引用次数: 21

摘要

背景:原发癌形成后,肿瘤细胞通过上皮间充质转化(EMT)转移,这是由微环境中的炎症细胞和基质细胞触发的。EMT使上皮细胞失去其高度黏附的性质,而采用间充质细胞的纺锤样外观以及侵袭和迁移行为。我们假设上皮和间充质表型之间的双稳态切换控制着EMT,允许细胞在离开原发肿瘤微环境和EMT诱导的细胞外信号后保持其间充质表型。本研究提出了一个简单的EMT数学模型,特别是四个关键蛋白在Wnt信号通路中的作用:disheveled (Dvl)、E-cadherin、β-catenin和Slug。该模型预测,在Wnt通路激活后,原发癌中的上皮细胞必须达到膜结合Dvl的阈值水平,才能转化为间充质样表型,并在离开原发肿瘤后保持这种表型。此外,模型的敏感性分析表明,在上皮和间质状态下,E-cadherin和转录因子Slug的稳态行为对Slug降解速率的变化都很敏感,而E-cadherin对抑制E-cadherin生成所需的Slug的IC50(半最大)浓度也很敏感。在Wnt通路激活后,Slug的稳态行为对β-catenin诱导的速率变化非常敏感。在Wnt配体充足的情况下,E-cadherin水平对通过β-catenin激活Slug的速率与抑制E-cadherin产生所需Slug的IC50浓度之比敏感。结论:E-cadherin对Slug降解速率的敏感性,以及抑制E-cadherin产生所需的Slug IC50浓度,表明细胞的粘附性质取决于Slug的微调调节。通过强调β-catenin在EMT激活中的作用以及E-cadherin和Slug之间的关系,该模型确定了治疗关注的关键参数,例如使介导β-catenin降解的GSK-3β复合物失活所需的Dvl阈值水平,β-catenin转运到细胞核的速率,以及抑制E-cadherin生成所需的Slug IC50浓度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A Theoretical Model of the Wnt Signaling Pathway in the Epithelial Mesenchymal Transition.

A Theoretical Model of the Wnt Signaling Pathway in the Epithelial Mesenchymal Transition.

A Theoretical Model of the Wnt Signaling Pathway in the Epithelial Mesenchymal Transition.

A Theoretical Model of the Wnt Signaling Pathway in the Epithelial Mesenchymal Transition.

Background: Following the formation of a primary carcinoma, neoplastic cells metastasize by undergoing the epithelial mesenchymal transition (EMT), which is triggered by cues from inflammatory and stromal cells in the microenvironment. EMT allows epithelial cells to lose their highly adhesive nature and instead adopt the spindle-like appearance, as well as the invasive and migratory behavior, of mesenchymal cells. We hypothesize that a bistable switch between the epithelial and mesenchymal phenotypes governs EMT, allowing the cell to maintain its mesenchymal phenotype even after it leaves the primary tumor microenvironment and EMT-inducing extracellular signal.

Results: This work presents a simple mathematical model of EMT, specifically the roles played by four key proteins in the Wnt signaling pathway: Dishevelled (Dvl), E-cadherin, β-catenin, and Slug. The model predicts that following activation of the Wnt pathway, an epithelial cell in the primary carcinoma must attain a threshold level of membrane-bound Dvl to convert to the mesenchymal-like phenotype and maintain that phenotype once it has migrated away from the primary tumor. Furthermore, sensitivity analysis of the model suggests that in both the epithelial and the mesenchymal states, the steady state behavior of E-cadherin and the transcription factor Slug are sensitive to changes in the degradation rate of Slug, while E-cadherin is also sensitive to the IC50 (half-maximal) concentration of Slug necessary to inhibit E-cadherin production. The steady state behavior of Slug exhibits sensitivity to changes in the rate at which it is induced by β-catenin upon activation of the Wnt pathway. In the presence of sufficient amount of Wnt ligand, E-cadherin levels are sensitive to the ratio of the rate of Slug activation via β-catenin to the IC50 concentration of Slug necessary to inhibit E-cadherin production.

Conclusions: The sensitivity of E-cadherin to the degradation rate of Slug, as well as the IC50 concentration of Slug necessary to inhibit E-cadherin production, shows how the adhesive nature of the cell depends on finely-tuned regulation of Slug. By highlighting the role of β-catenin in the activation of EMT and the relationship between E-cadherin and Slug, this model identifies critical parameters of therapeutic concern, such as the threshold level of Dvl necessary to inactivate the GSK-3β complex mediating β-catenin degradation, the rate at which β-catenin translocates to the nucleus, and the IC50 concentration of Slug needed to inhibit E-cadherin production.

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来源期刊
Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
自引率
0.00%
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0
审稿时长
6-12 weeks
期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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