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在野生型和突变条件下,模拟 APC 和 Wnt 梯度中的 Wnt/β-连环蛋白靶基因表达。

Modeling Wnt/β-Catenin Target Gene Expression in APC and Wnt Gradients Under Wild Type and Mutant Conditions.

机构信息

Mathematical Modelling of Cellular Processes, Max Delbrück Center for Molecular Medicine Berlin-Buch Berlin, Germany.

出版信息

Front Physiol. 2013 Feb 25;4:21. doi: 10.3389/fphys.2013.00021. eCollection 2013.

Abstract

The Wnt/β-catenin pathway is involved in the regulation of a multitude of physiological processes by controlling the differential expression of target genes. In certain tissues such as the adult liver, the Wnt/β-catenin pathway can attain different levels of activity due to gradients of Wnt ligands and/or intracellular pathway components like APC. How graded pathway activity is converted into regionally distinct patterns of Wnt/β-catenin target gene expression is largely unknown. Here, we apply a mathematical modeling approach to investigate the impact of different regulatory mechanisms on target gene expression within Wnt or APC concentration gradients. We develop a minimal model of Wnt/β-catenin signal transduction and combine it with various mechanisms of target gene regulation. In particular, the effects of activation, inhibition, and an incoherent feedforward loop (iFFL) are compared. To specify activation kinetics, we analyze experimental data that quantify the response of β-catenin/TCF reporter constructs to different Wnt concentrations, and demonstrate that the induction of these constructs occurs in a cooperative manner with Hill coefficients between 2 and 5. In summary, our study shows that the combination of specific gene regulatory mechanisms with a time-independent gradient of Wnt or APC is sufficient to generate distinct target gene expression patterns as have been experimentally observed in liver. We find that cooperative gene activation in combination with a TCF feedback can establish sharp borders of target gene expression in Wnt or APC gradients. In contrast, the iFFL renders gene expression independent of gradients of the upstream signaling components. Our subsequent analysis of carcinogenic pathway mutations reveals that their impact on gene expression is determined by the gene regulatory mechanism and the APC concentration of the cell in which the mutation occurs.

摘要

Wnt/β-catenin 通路通过调控靶基因的差异表达参与调控多种生理过程。在某些组织中,如成人肝脏,由于 Wnt 配体和/或细胞内通路成分如 APC 的梯度,Wnt/β-catenin 通路可以达到不同的活性水平。梯度途径活性如何转化为 Wnt/β-catenin 靶基因表达的区域差异模式在很大程度上尚不清楚。在这里,我们应用数学建模方法研究不同调节机制对 Wnt 或 APC 浓度梯度内靶基因表达的影响。我们开发了 Wnt/β-catenin 信号转导的最小模型,并将其与各种靶基因调控机制相结合。特别是,比较了激活、抑制和非相干前馈环(iFFL)的作用。为了指定激活动力学,我们分析了定量β-catenin/TCF 报告基因构建体对不同 Wnt 浓度的响应的实验数据,并表明这些构建体的诱导以 2 到 5 之间的 Hill 系数协同方式发生。总之,我们的研究表明,特定基因调控机制与 Wnt 或 APC 的时间独立梯度相结合足以产生与在肝脏中实验观察到的不同靶基因表达模式。我们发现,协同基因激活与 TCF 反馈相结合可以在 Wnt 或 APC 梯度中建立靶基因表达的鲜明边界。相比之下,iFFL 使基因表达与上游信号成分的梯度无关。我们随后对致癌途径突变的分析表明,它们对基因表达的影响取决于基因调控机制和发生突变的细胞中 APC 的浓度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9725/3589749/59094a6b38a9/fphys-04-00021-g001.jpg

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