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Correlation between Nuclear Morphology and Adipogenic Differentiation: Application of a Combined Experimental and Computational Modeling Approach

机译:核形态与脂肪生成分化的相关性:应用组合实验和计算建模方法的应用

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Stem cells undergo drastic morphological alterations during differentiation. While extensive studies have been performed to examine the cytoskeletal remodeling, there is a growing interest to determine the morphological, structural and functional changes of the nucleus. The current study is therefore aimed at quantifying the extent of remodeling of the nuclear morphology of human mesenchymal stem cells during biochemically-induced adipogenic differentiation. Results show the size of nuclei decreased exponentially over time as the lipid accumulation is up-regulated. Increases in the lipid accumulation appear to lag the nuclear reorganization, suggesting the nuclear deformation is a prerequisite to adipocyte maturation. Furthermore, the lamin A/C expression was increased and redistributed to the nuclear periphery along with a subsequent increase in the nuclear aspect ratio. To further assess the role of the nucleus, a nuclear morphology with a high aspect ratio was achieved using microcontact-printed substrate. The cells with an elongated nuclear shape did not efficiently undergo adipogenesis, suggesting the cellular and nuclear processes associated with stem cell differentiation at the early stage of adipogenesis cause a change in the nuclear morphology and cannot be abrogated by the morphological cues. In addition, a novel computational biomechanical model was generated to simulate the nuclear shape change during differentiation and predict the forces acting upon the nucleus. This effort led to the development of computational scaling approach to simulate the experimentally observed adipogenic differentiation processes over 15 days in less than 1.5?hours.
机译:干细胞在分化期间经历激烈的形态改变。虽然已经进行了广泛的研究来检查细胞骨骼重塑,但是确定核的形态学,结构和功能变化越来越感兴趣。因此,目前的研究旨在定量生物化学诱导的脂肪生成分化期间人间充质干细胞核形态的重塑程度。结果表明,随着脂质积累的上调,核的尺寸随着时间的推移而降低。脂质积累的增加似乎延迟了核重组,表明核变形是脂肪细胞成熟的先决条件。此外,增加了Lamin A / C表达并将其重新分布到核外周以及随后的核纵横比增加。为了进一步评估细胞核的作用,使用微接触印刷的基材实现具有高纵横比的核形态。具有细长核形状的细胞没有有效地进行脂肪发生,表明与脂肪发生的早期与干细胞分化相关的细胞和核过程导致核形态的变化,并且不能被形态学提示消除。此外,生成了一种新的计算生物力学模型来模拟分化期间的核形状变化,并预测作用在细胞核上的力。这项努力导致了计算缩放方法的发展,以模拟在小于1.5℃的15天内以上的实验观察到的脂肪生成过程。

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