Modelling the propagation of a dynamical signature in gene expression mediated by the transport of extracellular microRNAs†

IF 3.743 Q2 Biochemistry, Genetics and Molecular Biology
Alexis Grau Ribes, Yannick De Decker, Claude Gérard and Laurence Rongy
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引用次数: 2

Abstract

Extracellular microRNAs (miRNAs) carried by exosomes can play a key role in cell-to-cell communication. Deregulation of miRNA expression and exosome secretion have been related to pathological conditions such as cancer. While it is known that circulating miRNAs can alter gene expression in recipient cells, it remains unclear how significant the dynamical impact of these extracellular miRNAs is. To shed light on this issue, we propose a model for the spatio-temporal evolution of the protein expression in a cell tissue altered by abnormal miRNA expression in a donor cell. This results in a nonhomogeneous cellular response in the tissue, which we quantify by studying the range of action of the donor cell on the surrounding cells. Key model parameters that control the range of action are identified. Based on a model for a heterogeneous cell population, we show that the dynamics of gene expression in the tissue is robust to random changes of the parameter values. Furthermore, we study the propagation of gene expression oscillations in a tissue induced by extracellular miRNAs. In the donor cell, the miRNA inhibits its own transcription which can give rise to local oscillations in gene expression. The resulting oscillations of the concentration of extracellular miRNA induce oscillations of the protein concentration in recipient cells. We analyse the nonmonotonic spatial evolution of the oscillation amplitude of the protein concentration in the tissue which may have implications for the propagation of oscillations in biological rhythms such as the circadian clock.

Abstract Image

模拟细胞外microrna转运介导的基因表达动态特征的传播
外泌体携带的细胞外microRNAs (miRNAs)在细胞间通讯中发挥关键作用。miRNA表达和外泌体分泌的失调与癌症等病理状况有关。虽然已知循环miRNAs可以改变受体细胞中的基因表达,但尚不清楚这些细胞外miRNAs的动态影响有多重要。为了阐明这一问题,我们提出了一个由供体细胞中异常miRNA表达改变的细胞组织中蛋白质表达的时空演化模型。这导致组织中的细胞反应不均匀,我们通过研究供体细胞对周围细胞的作用范围来量化。确定了控制动作范围的关键模型参数。基于异质细胞群体的模型,我们证明了组织中基因表达的动态对参数值的随机变化具有鲁棒性。此外,我们研究了细胞外mirna诱导的组织中基因表达振荡的传播。在供体细胞中,miRNA抑制其自身的转录,从而引起基因表达的局部振荡。细胞外miRNA浓度的振荡引起受体细胞中蛋白质浓度的振荡。我们分析了组织中蛋白质浓度振荡幅度的非单调空间演化,这可能对生物节律(如生物钟)中振荡的传播有影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular BioSystems
Molecular BioSystems 生物-生化与分子生物学
CiteScore
2.94
自引率
0.00%
发文量
0
审稿时长
2.6 months
期刊介绍: Molecular Omics publishes molecular level experimental and bioinformatics research in the -omics sciences, including genomics, proteomics, transcriptomics and metabolomics. We will also welcome multidisciplinary papers presenting studies combining different types of omics, or the interface of omics and other fields such as systems biology or chemical biology.
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