Biswas Kuheli, Jolly Mohit Kumar, Ghosh Anandamohan
Indian Institute of Science Education and Research Kolkata, Mohanpur, Nadia 741246, India.
Phys Biol. 2019 Jan 29;16(2):025003. doi: 10.1088/1478-3975/aaf7b7.
Cancer metastasis and drug resistance remain unsolved clinical challenges. A phenotypic transition that is often implicated in both these processes is epithelial-mesenchymal transition (EMT) during which epithelial cells weaken their cell-cell adhesion and gain traits of migration and invasion, typical of mesenchymal cells. However, recent studies indicate that apart from these two states, cells can also exist in one or more hybrid E/M state(s), which plays an aggressive role in progression of the disease. Furthermore, computational and experimental studies have identified a variety of phenotypic stability factors (PSFs) that stabilize the hybrid E/M state(s) and can increase disease aggressiveness. In this work, we study EMT regulatory networks, in the presence of different PSFs, as dynamical systems subjected to random fluctuations. The cells thus explore different stable E, M, E/M states in the potential landscape and our aim is to quantify the residence time in each of these states. Our stochastic simulations indicate an universal feature that the mean residence time (MRT) in the hybrid E/M state is enhanced in the presence of PSFs. We demonstrate that the feature is consistent for a variety of PSFs, namely, GRHL2, OVOL, ΔNp63α, miR-145/OCT4, participating in the core EMT regulatory network. Our results reveal potential targets for pushing cells out of a hybrid E/M state and thus halting metastatic progression.
癌症转移和耐药性仍是尚未解决的临床难题。上皮-间质转化(EMT)这种表型转变常常与这两个过程都有关联,在此过程中上皮细胞削弱其细胞间黏附力,并获得间质细胞典型的迁移和侵袭特性。然而,最近的研究表明,除了这两种状态外,细胞还可以处于一种或多种混合E/M状态,这种状态在疾病进展中起积极作用。此外,计算和实验研究已经确定了多种表型稳定性因子(PSF),这些因子可稳定混合E/M状态并会增加疾病侵袭性。在这项工作中,我们将存在不同PSF时的EMT调控网络作为受随机波动影响的动态系统进行研究。细胞因此在势能景观中探索不同的稳定E、M、E/M状态,我们的目标是量化在每种状态下的停留时间。我们的随机模拟表明了一个普遍特征,即在存在PSF的情况下,混合E/M状态下的平均停留时间(MRT)会增加。我们证明,对于参与核心EMT调控网络的多种PSF,即GRHL2、OVOL、ΔNp63α、miR-145/OCT4而言,该特征都是一致的。我们的结果揭示了将细胞推出混合E/M状态从而阻止转移进程的潜在靶点。