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Signaling Heterogeneity is Defined by Pathway Architecture and Intercellular Variability in Protein Expression

机译:信号传导异质性由途径建筑和蛋白质表达中的细胞间变异定义

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摘要

Insulin's activation of PI3K/Akt signaling, stimulates glucose uptake by enhancing delivery of GLUT4 to the cell surface. Here we examined the origins of intercellular heterogeneity in insulin signaling. Akt activation alone accounted for ~25% of the variance in GLUT4, indicating that additional sources of variance exist. The Akt and GLUT4 responses were highly reproducible within the same cell, suggesting the variance is between cells (extrinsic) and not within cells (intrinsic). Generalized mechanistic models (supported by experimental observations) demonstrated that the correlation between the steady-state levels of two measured signaling processes decreases with increasing distance from each other and that intercellular variation in protein expression (as an example of extrinsic variance) is sufficient to account for the variance in and between Akt and GLUT4. Thus, the response of a population to insulin signaling is underpinned by considerable single-cell heterogeneity that is largely driven by variance in gene/protein expression between cells.
机译:胰岛素的激活PI3K / AKT信号传导,通过增强Glut4至细胞表面来刺激葡萄糖摄取。在这里,我们检查了胰岛素信号传导中细胞间异质性的起源。 AKT激活仅占Glut4方差的25%,表明存在额外的方差源。 Akt和Glut4反应在同一细胞内高度可重复,表明方差在细胞(外在)之间而不是细胞内(内在)。广义机械模型(通过实验观察支持)证明,两个测量的信号传导过程的稳态水平之间的相关性随着彼此的距离增加而降低,并且蛋白质表达式的细胞间变化(作为外部方差的示例)足以解释对于AKT和GLUT4之间的差异。因此,群体对胰岛素信号传导的响应是通过相当大的单细胞异质性基于细胞基因/蛋白表达的差异而受到大量的单细胞异质性。

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