Integrative meta-modeling identifies endocytic vesicles, late endosome and the nucleus as the cellular compartments primarily directing RTK signaling.

IF 1.4
Jared C Weddell, Princess I Imoukhuede
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引用次数: 24

Abstract

Recently, intracellular receptor signaling has been identified as a key component mediating cell responses for various receptor tyrosine kinases (RTKs). However, the extent each endocytic compartment (endocytic vesicle, early endosome, recycling endosome, late endosome, lysosome and nucleus) contributes to receptor signaling has not been quantified. Furthermore, our understanding of endocytosis and receptor signaling is complicated by cell- or receptor-specific endocytosis mechanisms. Therefore, towards understanding the differential endocytic compartment signaling roles, and identifying how to achieve signal transduction control for RTKs, we delineate how endocytosis regulates RTK signaling. We achieve this via a meta-analysis across eight RTKs, integrating computational modeling with experimentally derived cell (compartment volume, trafficking kinetics and pH) and ligand-receptor (ligand/receptor concentration and interaction kinetics) physiology. Our simulations predict the abundance of signaling from eight RTKs, identifying the following hierarchy in RTK signaling: PDGFRβ > IGFR1 > EGFR > PDGFRα > VEGFR1 > VEGFR2 > Tie2 > FGFR1. We find that endocytic vesicles are the primary cell signaling compartment; over 43% of total receptor signaling occurs within the endocytic vesicle compartment for these eight RTKs. Mechanistically, we found that high RTK signaling within endocytic vesicles may be attributed to their low volume (5.3 × 10-19 L) which facilitates an enriched ligand concentration (3.2 μM per ligand molecule within the endocytic vesicle). Under the analyzed physiological conditions, we identified extracellular ligand concentration as the most sensitive parameter to change; hence the most significant one to modify when regulating absolute compartment signaling. We also found that the late endosome and nucleus compartments are important contributors to receptor signaling, where 26% and 18%, respectively, of average receptor signaling occurs across the eight RTKs. Conversely, we found very low membrane-based receptor signaling, exhibiting <1% of the total receptor signaling for these eight RTKs. Moreover, we found that nuclear translocation, mechanistically, requires late endosomal transport; when we blocked receptor trafficking from late endosomes to the nucleus we found a 57% reduction in nuclear translocation. In summary, our research has elucidated the significance of endocytic vesicles, late endosomes and the nucleus in RTK signal propagation.

综合元模型确定了内吞噬囊泡、晚期内核体和细胞核是主要指导RTK信号传导的细胞区室。
最近,细胞内受体信号已被确定为介导各种受体酪氨酸激酶(RTKs)细胞反应的关键成分。然而,每个内吞腔室(内吞囊泡、早期核内体、循环核内体、晚期核内体、溶酶体和核)对受体信号传导的贡献程度尚未被量化。此外,我们对内吞作用和受体信号的理解因细胞或受体特异性内吞作用机制而变得复杂。因此,为了理解胞内胞室信号传导的不同作用,并确定如何实现RTK的信号转导控制,我们描述了胞内作用如何调节RTK信号传导。我们通过对8个rtk进行荟萃分析,将计算模型与实验衍生的细胞(室体积、运输动力学和pH)和配体-受体(配体/受体浓度和相互作用动力学)生理学结合起来,实现了这一目标。我们的模拟预测了来自8种RTK的信号丰度,确定了RTK信号的以下层次结构:PDGFRβ > IGFR1 > EGFR > PDGFRα > VEGFR1 > VEGFR2 > Tie2 > FGFR1。我们发现内吞囊泡是主要的细胞信号传导室;超过43%的受体信号发生在这8种rtk的内吞囊腔内。在机制上,我们发现内吞噬囊泡内的高RTK信号可能归因于它们的小体积(5.3 × 10-19 L),这有利于富集配体浓度(内吞噬囊泡内每个配体分子3.2 μM)。在分析的生理条件下,我们发现细胞外配体浓度是变化最敏感的参数;因此,在调节绝对室信号时,最重要的是要修改。我们还发现,晚期核内体和核室是受体信号传导的重要贡献者,在8个rtk中,平均受体信号传导分别占26%和18%。相反,我们发现非常低的基于膜的受体信号,显示
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