三维培养中的癌细胞沉降揭示了由自身产生的梯度和黏附位点调节的活跃迁移。
Cancer cell sedimentation in 3D cultures reveals active migration regulated by self-generated gradients and adhesion sites.
机构信息
Department of Bioengineering, McGill University, Montreal, QC, Canada.
Department of Human Genetics, McGill University, Montreal, QC, Canada.
出版信息
PLoS Comput Biol. 2024 Jun 11;20(6):e1012112. doi: 10.1371/journal.pcbi.1012112. eCollection 2024 Jun.
Cell sedimentation in 3D hydrogel cultures refers to the vertical migration of cells towards the bottom of the space. Understanding this poorly examined phenomenon may allow us to design better protocols to prevent it, as well as provide insights into the mechanobiology of cancer development. We conducted a multiscale experimental and mathematical examination of 3D cancer growth in triple negative breast cancer cells. Migration was examined in the presence and absence of Paclitaxel, in high and low adhesion environments and in the presence of fibroblasts. The observed behaviour was modeled by hypothesizing active migration due to self-generated chemotactic gradients. Our results did not reject this hypothesis, whereby migration was likely to be regulated by the MAPK and TGF-β pathways. The mathematical model enabled us to describe the experimental data in absence (normalized error<40%) and presence of Paclitaxel (normalized error<10%), suggesting inhibition of random motion and advection in the latter case. Inhibition of sedimentation in low adhesion and co-culture experiments further supported the conclusion that cells actively migrated downwards due to the presence of signals produced by cells already attached to the adhesive glass surface.
细胞在 3D 水凝胶培养中的沉降是指细胞向空间底部的垂直迁移。了解这一未被充分研究的现象,可能使我们能够设计更好的方案来防止沉降,同时深入了解癌症发展的机械生物学。我们对三阴性乳腺癌细胞的 3D 癌症生长进行了多尺度的实验和数学研究。在存在和不存在紫杉醇、在高和低粘附环境中以及存在成纤维细胞的情况下,研究了迁移。通过假设由于自生成的趋化梯度导致的主动迁移来对观察到的行为进行建模。我们的结果没有否定这一假设,即迁移可能受到 MAPK 和 TGF-β 途径的调节。该数学模型使我们能够在不存在紫杉醇(归一化误差<40%)和存在紫杉醇(归一化误差<10%)的情况下描述实验数据,这表明在后一种情况下,随机运动和对流受到抑制。在低粘附和共培养实验中抑制沉降进一步支持了这样的结论,即由于已经附着在粘附玻璃表面上的细胞产生的信号的存在,细胞主动向下迁移。