Berent Zachary T, Jain Ishita, Underhill Gregory H, Wagoner Johnson Amy J
Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
Biotechnol Bioeng. 2022 Jun;119(6):1641-1659. doi: 10.1002/bit.28069. Epub 2022 Mar 15.
While cells are known to behave differently based on the size of micropatterned islands, and this behavior is thought to be related to cell size and cell-cell contacts, the exact threshold for this difference between small and large islands is unknown. Furthermore, while cell size and cell-cell contacts can be easily manipulated on small islands, they are harder to measure and continually monitor on larger islands. To investigate this size threshold, and to explore cell size, cell-cell contacts, and differentiation, we use a previously established simulation to plan experiments and explain results that we could not explain from experiments alone. We use five seeding densities covering three orders of magnitude over 25-500 µm diameter islands to examine markers of proliferation and differentiation in bone marrow-derived mesenchymal cells (cell line). We show that osteogenic markers are most accurately described as a function of confluence for larger islands, but a function of time for smaller islands. We further show, using results of the simulation, that cell size and cell-cell contacts are also related to confluence on larger islands, but only cell-cell contacts are related to confluence on small islands. This study uses simulations to explain experimental results that could not be explained from experiments alone. Together, the simulations and experiments in this study show different differentiation patterns on large and small islands, and this simulation may be useful in planning future studies related to this study.
虽然已知细胞会根据微图案化岛屿的大小表现出不同的行为,并且这种行为被认为与细胞大小和细胞间接触有关,但大小岛屿之间这种差异的确切阈值尚不清楚。此外,虽然在小岛屿上可以很容易地操纵细胞大小和细胞间接触,但在较大岛屿上更难测量和持续监测它们。为了研究这个大小阈值,并探索细胞大小、细胞间接触和分化,我们使用先前建立的模拟来规划实验,并解释仅从实验中无法解释的结果。我们使用五种接种密度,覆盖直径为25 - 500μm的岛屿上三个数量级的范围,来检测骨髓间充质细胞(细胞系)中增殖和分化的标志物。我们表明,对于较大岛屿,成骨标志物最准确地描述为汇合度的函数,但对于较小岛屿,则是时间的函数。我们进一步利用模拟结果表明,细胞大小和细胞间接触在较大岛屿上也与汇合度有关,但在小岛屿上只有细胞间接触与汇合度有关。本研究使用模拟来解释仅从实验中无法解释的实验结果。总之,本研究中的模拟和实验显示了大小岛屿上不同的分化模式,并且这种模拟可能有助于规划与本研究相关的未来研究。