Singh Divyoj, Bocci Federico, Kulkarni Prakash, Jolly Mohit Kumar
Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.
Undergraduate Programme, Indian Institute of Science, Bangalore 560012, India.
Entropy (Basel). 2021 Feb 26;23(3):288. doi: 10.3390/e23030288.
Non-genetic heterogeneity is emerging as a crucial factor underlying therapy resistance in multiple cancers. However, the design principles of regulatory networks underlying non-genetic heterogeneity in cancer remain poorly understood. Here, we investigate the coupled dynamics of feedback loops involving (a) oscillations in androgen receptor (AR) signaling mediated through an intrinsically disordered protein PAGE4, (b) multistability in epithelial-mesenchymal transition (EMT), and c) Notch-Delta-Jagged signaling mediated cell-cell communication, each of which can generate non-genetic heterogeneity through multistability and/or oscillations. Our results show how different coupling strengths between AR and EMT signaling can lead to monostability, bistability, or oscillations in the levels of AR, as well as propagation of oscillations to EMT dynamics. These results reveal the emergent dynamics of coupled oscillatory and multi-stable systems and unravel mechanisms by which non-genetic heterogeneity in AR levels can be generated, which can act as a barrier to most existing therapies for prostate cancer patients.
非遗传异质性正成为多种癌症治疗耐药性的关键潜在因素。然而,癌症中非遗传异质性背后的调控网络设计原则仍知之甚少。在此,我们研究了反馈回路的耦合动力学,这些反馈回路涉及:(a) 通过内在无序蛋白PAGE4介导的雄激素受体(AR)信号振荡;(b) 上皮-间质转化(EMT)中的多稳态;以及(c) Notch-Delta-Jagged信号介导的细胞间通讯,其中每一种都可通过多稳态和/或振荡产生非遗传异质性。我们的结果表明,AR与EMT信号之间不同的耦合强度如何导致AR水平的单稳态、双稳态或振荡,以及振荡向EMT动力学的传播。这些结果揭示了耦合振荡和多稳态系统的涌现动力学,并阐明了可产生AR水平非遗传异质性的机制,这可能成为前列腺癌患者大多数现有治疗方法的障碍。