Li Site, Zhu Xiaomei, Liu Bingya, Wang Gaowei, Ao Ping
Shanghai Center for Systems Biomedicine, Ministry of Education Key Laboratory of Systems Biomedicine, Collaborative Innovation Center of Systems Biomedicine, Shanghai Jiao Tong University, Shanghai 200240, China.
GenMath, Seattle, WA 98105, USA.
Oncotarget. 2015 May 30;6(15):13607-27. doi: 10.18632/oncotarget.3633.
Intratumor heterogeneity is a common phenomenon and impedes cancer therapy and research. Gastric cancer (GC) cells have generally been classified into two heterogeneous cellular phenotypes, the gastric and intestinal types, yet the mechanisms of maintaining two phenotypes and controlling phenotypic transition are largely unknown. A qualitative systematic framework, the endogenous molecular network hypothesis, has recently been proposed to understand cancer genesis and progression. Here, a minimal network corresponding to such framework was found for GC and was quantified via a stochastic nonlinear dynamical system. We then further extended the framework to address the important question of intratumor heterogeneity quantitatively. The working network characterized main known features of normal gastric epithelial and GC cell phenotypes. Our results demonstrated that four positive feedback loops in the network are critical for GC cell phenotypes. Moreover, two mechanisms that contribute to GC cell heterogeneity were identified: particular positive feedback loops are responsible for the maintenance of intestinal and gastric phenotypes; GC cell progression routes that were revealed by the dynamical behaviors of individual key components are heterogeneous. In this work, we constructed an endogenous molecular network of GC that can be expanded in the future and would broaden the known mechanisms of intratumor heterogeneity.
肿瘤内异质性是一种常见现象,阻碍了癌症治疗和研究。胃癌(GC)细胞通常被分为两种异质性细胞表型,即胃型和肠型,但维持这两种表型以及控制表型转变的机制在很大程度上尚不清楚。最近提出了一个定性的系统框架——内源性分子网络假说,以理解癌症的发生和发展。在此,我们为GC找到了一个对应于该框架的最小网络,并通过一个随机非线性动力系统对其进行了量化。然后,我们进一步扩展了该框架,以定量解决肿瘤内异质性这一重要问题。该工作网络表征了正常胃上皮细胞和GC细胞表型的主要已知特征。我们的结果表明,网络中的四个正反馈回路对GC细胞表型至关重要。此外,还确定了导致GC细胞异质性的两种机制:特定的正反馈回路负责维持肠型和胃型表型;单个关键成分的动力学行为所揭示的GC细胞进展途径是异质性的。在这项工作中,我们构建了一个GC的内源性分子网络,该网络未来可进一步扩展,将拓宽对肿瘤内异质性已知机制的认识。