Center for Theoretical Biological Physics, Northeastern University, Boston, Massachusetts, United States of America.
Depts. of Physics and Bioengineering, Northeastern University, Boston, Massachusetts, United States of America.
PLoS Comput Biol. 2021 Nov 10;17(11):e1009011. doi: 10.1371/journal.pcbi.1009011. eCollection 2021 Nov.
The first stage of the metastatic cascade often involves motile cells emerging from a primary tumor either as single cells or as clusters. These cells enter the circulation, transit to other parts of the body and finally are responsible for growth of secondary tumors in distant organs. The mode of dissemination is believed to depend on the EMT nature (epithelial, hybrid or mesenchymal) of the cells. Here, we calculate the cluster size distribution of these migrating cells, using a mechanistic computational model, in presence of different degree of EMT-ness of the cells; EMT is treated as given rise to changes in their active motile forces (μ) and cell-medium surface tension (Γ). We find that, for (μ > μmin, Γ > 1), when the cells are hybrid in nature, the mean cluster size, [Formula: see text], where μmin increases with increase in Γ. For Γ ≤ 0, [Formula: see text], the cells behave as completely mesenchymal. In presence of spectrum of hybrid states with different degree of EMT-ness (motility) in primary tumor, the cells which are relatively more mesenchymal (higher μ) in nature, form larger clusters, whereas the smaller clusters are relatively more epithelial (lower μ). Moreover, the heterogeneity in μ is comparatively higher for smaller clusters with respect to that for larger clusters. We also observe that more extended cell shapes promote the formation of smaller clusters. Overall, this study establishes a framework which connects the nature and size of migrating clusters disseminating from a primary tumor with the phenotypic composition of the tumor, and can lead to the better understanding of metastasis.
转移级联的第一阶段通常涉及从原发性肿瘤中以单个细胞或细胞簇的形式出现的游动细胞。这些细胞进入循环,转移到身体的其他部位,最终负责在远处器官中生长继发性肿瘤。传播模式被认为取决于细胞的 EMT 性质(上皮、混合或间充质)。在这里,我们使用一种机械计算模型,计算了这些迁移细胞的簇大小分布,同时考虑了细胞 EMT 程度的不同; EMT 被认为会导致它们的主动游动力(μ)和细胞-介质表面张力(Γ)发生变化。我们发现,对于(μ>μmin,Γ>1),当细胞具有混合性质时,平均簇大小为[Formula: see text],其中μmin 随着 Γ 的增加而增加。对于 Γ ≤ 0,[Formula: see text],细胞表现为完全间充质。在原发性肿瘤中存在具有不同 EMT 程度(运动性)的混合状态谱的情况下,本质上更具间充质(更高的 μ)的细胞形成更大的簇,而较小的簇则相对更具上皮(更低的 μ)。此外,与较大的簇相比,较小的簇的 μ 异质性相对较高。我们还观察到,更扩展的细胞形状促进了较小簇的形成。总的来说,这项研究建立了一个框架,将从原发性肿瘤中扩散的迁移细胞的性质和大小与肿瘤的表型组成联系起来,并可以更好地理解转移。