Faculty of Biology Medicine and Health, School of Medical Sciences, The University of Manchester, Manchester, UK.
School of Mathematics and Statistics, University of St Andrews, St Andrews, UK.
EMBO J. 2020 Jun 17;39(12):e103558. doi: 10.15252/embj.2019103558. Epub 2020 May 12.
Noise is prevalent in biology and has been widely quantified using snapshot measurements. This static view obscures our understanding of dynamic noise properties and how these affect gene expression and cell state transitions. Using a CRISPR/Cas9 Zebrafish her6::Venus reporter combined with mathematical and in vivo experimentation, we explore how noise affects the protein dynamics of Her6, a basic helix-loop-helix transcriptional repressor. During neurogenesis, Her6 expression transitions from fluctuating to oscillatory at single-cell level. We identify that absence of miR-9 input generates high-frequency noise in Her6 traces, inhibits the transition to oscillatory protein expression and prevents the downregulation of Her6. Together, these impair the upregulation of downstream targets and cells accumulate in a normally transitory state where progenitor and early differentiation markers are co-expressed. Computational modelling and double smFISH of her6 and the early neurogenesis marker, elavl3, suggest that the change in Her6 dynamics precedes the downregulation in Her6 levels. This sheds light onto the order of events at the moment of cell state transition and how this is influenced by the dynamic properties of noise. Our results suggest that Her/Hes oscillations, facilitated by dynamic noise optimization by miR-9, endow progenitor cells with the ability to make a cell state transition.
噪声在生物学中普遍存在,并已广泛使用快照测量进行量化。这种静态的观点掩盖了我们对动态噪声特性的理解,以及这些特性如何影响基因表达和细胞状态的转变。我们使用 CRISPR/Cas9 Zebrafish her6::Venus 报告基因结合数学和体内实验,探索噪声如何影响 Her6 蛋白动力学,Her6 是一种基本螺旋-环-螺旋转录抑制剂。在神经发生过程中,Her6 的表达从单细胞水平的波动转变为振荡。我们发现,缺乏 miR-9 的输入会在 Her6 轨迹中产生高频噪声,抑制向振荡蛋白表达的转变,并阻止 Her6 的下调。这些共同作用会损害下游靶基因的上调,导致细胞积累在一个正常的暂态状态,其中祖细胞和早期分化标志物同时表达。计算建模和 her6 与早期神经发生标记物 elavl3 的双 smFISH 表明,Her6 动力学的变化先于 Her6 水平的下调。这揭示了细胞状态转变时刻事件的顺序,以及噪声的动态特性如何影响这一过程。我们的结果表明,Her/Hes 振荡,由 miR-9 动态噪声优化所促进,赋予祖细胞进行细胞状态转变的能力。