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Cellular reprogramming dynamics follow a simple 1D reaction coordinate

机译:蜂窝重编程动态遵循简单的1D反应坐标

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Cellular reprogramming, the conversion of one cell type to another, induces global changes in gene expression involving thousands of genes, and understanding how cells globally alter their gene expression profile during reprogramming is an ongoing problem. Here we reanalyze time-course data on cellular reprogramming from differentiated cell types to induced pluripotent stem cells (iPSCs) and show that gene expression dynamics during reprogramming follow a simple 1D reaction coordinate. This reaction coordinate is independent of both the time it takes to reach the iPSC state as well as the details of the experimental protocol used. Using Monte-Carlo simulations, we show that such a reaction coordinate emerges from epigenetic landscape models where cellular reprogramming is viewed as a 'barrier-crossing' process between cell fates. Overall, our analysis and model suggest that gene expression dynamics during reprogramming follow a canonical trajectory consistent with the idea of an 'optimal path' in gene expression space for reprogramming.
机译:细胞重编程,一种细胞类型对另一个细胞类型的转化,诱导涉及成千上万基因的基因表达的全局变化,并理解在重新编程期间全局改变其基因表达谱的细胞是一种持续的问题。在这里,我们对来自分化细胞类型的细胞重新编程为诱导多能干细胞(IPSC)的重新分析时间数据,并显示在重新编程过程中的基因表达动态遵循简单的1D反应坐标。该反应坐标独立于到达IPSC状态的时间以及所用实验方案的细节。使用Monte-Carlo模拟,我们表明这种反应坐标从表观遗传景观模型中出现,其中蜂窝重编程被视为细胞率之间的“屏障交叉”过程。总体而言,我们的分析和模型表明重新编程过程中的基因表达动态遵循规范轨迹,该轨迹一致地与基因表达空间中的“最佳路径”进行重新编程。

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