Department of Physics, University of California, Berkeley, Berkeley, CA 94720, USA.
Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.
Curr Biol. 2023 Jul 24;33(14):2851-2864.e11. doi: 10.1016/j.cub.2023.06.060. Epub 2023 Jul 14.
Bistable autoactivation has been proposed as a mechanism for cells to adopt binary fates during embryonic development. However, it is unclear whether the autoactivating modules found within developmental gene regulatory networks are bistable, unless their parameters are quantitatively determined. Here, we combine in vivo live imaging with mathematical modeling to dissect the binary cell fate dynamics of the fruit fly pair-rule gene fushi tarazu (ftz), which is regulated by two known enhancers: the early (non-autoregulating) element and the autoregulatory element. Live imaging of transcription and protein concentration in the blastoderm revealed that binary Ftz fates are achieved as Ftz expression rapidly transitions from being dictated by the early element to the autoregulatory element. Moreover, we discovered that Ftz concentration alone is insufficient to activate the autoregulatory element, and that this element only becomes responsive to Ftz at a prescribed developmental time. Based on these observations, we developed a dynamical systems model and quantitated its kinetic parameters directly from experimental measurements. Our model demonstrated that the ftz autoregulatory module is indeed bistable and that the early element transiently establishes the content of the binary cell fate decision to which the autoregulatory module then commits. Further in silico analysis revealed that the autoregulatory element locks the Ftz fate quickly, within 35 min of exposure to the transient signal of the early element. Overall, our work confirms the widely held hypothesis that autoregulation can establish developmental fates through bistability and, most importantly, provides a framework for the quantitative dissection of cellular decision-making.
双稳自激活作用被认为是细胞在胚胎发育过程中采用二元命运的一种机制。然而,除非其参数被定量确定,否则在发育基因调控网络中发现的自激活模块是否为双稳的尚不清楚。在这里,我们将体内实时成像与数学建模相结合,剖析了由两个已知增强子调控的果蝇配对规则基因 fushi tarazu(ftz)的二元细胞命运动力学,这两个增强子是早期(非自调节)元件和自调节元件。在胚胎中对转录和蛋白质浓度的实时成像显示,二元 Ftz 命运是通过 Ftz 表达迅速从早期元件过渡到自调节元件来实现的。此外,我们发现 Ftz 浓度本身不足以激活自调节元件,并且该元件仅在规定的发育时间对 Ftz 有反应。基于这些观察结果,我们开发了一个动力系统模型,并直接从实验测量中量化了其动力学参数。我们的模型表明,ftz 自调节模块确实是双稳的,并且早期元件瞬态地建立了自调节模块随后决定的二元细胞命运的内容。进一步的计算机分析表明,自调节元件可以快速锁定 Ftz 命运,在早期元件的瞬态信号暴露后 35 分钟内。总的来说,我们的工作证实了自调节可以通过双稳作用来建立发育命运的广泛假设,并且最重要的是,为定量剖析细胞决策提供了一个框架。