Lu Mingyang, Huang Bin, Hanash Samir M, Onuchic José N, Ben-Jacob Eshel
Center for Theoretical Biological Physics.
Center for Theoretical Biological Physics, Chemistry, and.
Proc Natl Acad Sci U S A. 2014 Oct 7;111(40):E4165-74. doi: 10.1073/pnas.1416745111. Epub 2014 Sep 22.
Development of effective strategies to mobilize the immune system as a therapeutic modality in cancer necessitates a better understanding of the contribution of the tumor microenvironment to the complex interplay between cancer cells and the immune response. Recently, effort has been directed at unraveling the functional role of exosomes and their cargo of messengers in this interplay. Exosomes are small vesicles (30-200 nm) that mediate local and long-range communication through the horizontal transfer of information, such as combinations of proteins, mRNAs and microRNAs. Here, we develop a tractable theoretical framework to study the putative role of exosome-mediated cell-cell communication in the cancer-immunity interplay. We reduce the complex interplay into a generic model whose three components are cancer cells, dendritic cells (consisting of precursor, immature, and mature types), and killer cells (consisting of cytotoxic T cells, helper T cells, effector B cells, and natural killer cells). The framework also incorporates the effects of exosome exchange on enhancement/reduction of cell maturation, proliferation, apoptosis, immune recognition, and activation/inhibition. We reveal tristability-possible existence of three cancer states: a low cancer load with intermediate immune level state, an intermediate cancer load with high immune level state, and a high cancer load with low immune-level state, and establish the corresponding effective landscape for the cancer-immunity network. We illustrate how the framework can contribute to the design and assessments of combination therapies.
开发有效的策略来调动免疫系统作为癌症治疗手段,需要更好地理解肿瘤微环境对癌细胞与免疫反应之间复杂相互作用的影响。最近,人们致力于揭示外泌体及其信使物质在这种相互作用中的功能作用。外泌体是小囊泡(30 - 200纳米),通过蛋白质、mRNA和微小RNA等信息的水平转移介导局部和远距离通讯。在此,我们建立了一个易于处理的理论框架,以研究外泌体介导的细胞间通讯在癌症 - 免疫相互作用中的假定作用。我们将复杂的相互作用简化为一个通用模型,其三个组成部分是癌细胞、树突状细胞(由前体、未成熟和成熟类型组成)和杀伤细胞(由细胞毒性T细胞、辅助性T细胞、效应B细胞和自然杀伤细胞组成)。该框架还纳入了外泌体交换对细胞成熟、增殖、凋亡、免疫识别以及激活/抑制增强/减少的影响。我们揭示了三稳态——三种癌症状态的可能存在:低癌症负荷且免疫水平中等的状态、中等癌症负荷且免疫水平高的状态以及高癌症负荷且免疫水平低的状态,并为癌症 - 免疫网络建立了相应的有效格局。我们说明了该框架如何有助于联合疗法的设计和评估。