Junior Research Group Medical RNA Biology, German Primate Center, Kellnerweg 4, 37077 Göttingen, Germany.
Sci Rep. 2017 Mar 24;7:45197. doi: 10.1038/srep45197.
Despite major advances on miRNA profiling and target predictions, functional readouts for endogenous miRNAs are limited and frequently lead to contradicting conclusions. Numerous approaches including functional high-throughput and miRISC complex evaluations suggest that the functional miRNAome differs from the predictions based on quantitative sRNA profiling. To resolve the apparent contradiction of expression versus function, we generated and applied a fluorescence reporter gene assay enabling single cell analysis. This approach integrates and adapts a mathematical model for miRNA-driven gene repression. This model predicts three distinct miRNA-groups with unique repression activities (low, mid and high) governed not just by expression levels but also by miRNA/target-binding capability. Here, we demonstrate the feasibility of the system by applying controlled concentrations of synthetic siRNAs and in parallel, altering target-binding capability on corresponding reporter-constructs. Furthermore, we compared miRNA-profiles with the modeled predictions of 29 individual candidates. We demonstrate that expression levels only partially reflect the miRNA function, fitting to the model-projected groups of different activities. Furthermore, we demonstrate that subcellular localization of miRNAs impacts functionality. Our results imply that miRNA profiling alone cannot define their repression activity. The gene regulatory function is a dynamic and complex process beyond a minimalistic conception of "highly expressed equals high repression".
尽管在 miRNA 分析和靶基因预测方面取得了重大进展,但内源性 miRNA 的功能检测仍然有限,并且经常导致相互矛盾的结论。许多方法,包括功能高通量和 miRISC 复合物评估,表明功能性 miRNA 组与基于定量 sRNA 分析的预测不同。为了解决表达与功能之间的明显矛盾,我们生成并应用了一种荧光报告基因检测方法,能够进行单细胞分析。该方法整合并适应了一种用于 miRNA 驱动基因抑制的数学模型。该模型预测了三个具有独特抑制活性的 miRNA 组(低、中和高),其活性不仅受表达水平控制,还受 miRNA/靶标结合能力控制。在这里,我们通过应用合成 siRNA 的受控浓度并同时改变相应报告构建体的靶标结合能力,证明了该系统的可行性。此外,我们将 miRNA 谱与 29 个候选物的模型预测进行了比较。我们表明,表达水平仅部分反映了 miRNA 的功能,符合不同活性的模型预测组。此外,我们证明了 miRNA 的亚细胞定位会影响其功能。我们的结果表明,miRNA 分析本身不能确定其抑制活性。基因调控功能是一个动态和复杂的过程,超出了“高表达等于高抑制”的简化概念。