Center for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; The MOE Key Laboratory of Cell Proliferation and Differentiation, School of Life Sciences, Peking University, Beijing 100871, China.
Center for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; The MOE Key Laboratory of Cell Proliferation and Differentiation, School of Life Sciences, Peking University, Beijing 100871, China.
Cell Syst. 2024 Sep 18;15(9):808-823.e6. doi: 10.1016/j.cels.2024.08.007. Epub 2024 Sep 6.
The regulation of genes can be mathematically described by input-output functions that are typically assumed to be time invariant. This fundamental assumption underpins the design of synthetic gene circuits and the quantitative understanding of natural gene regulatory networks. Here, we found that this assumption is challenged in mammalian cells. We observed that a synthetic reporter gene can exhibit unexpected transcriptional memory, leading to a shift in the dose-response curve upon a second induction. Mechanistically, we investigated the cis-dependency of transcriptional memory, revealing the necessity of promoter DNA methylation in establishing memory. Furthermore, we showed that the synthetic transcription factor's effective DNA binding affinity underlies trans-dependency, which is associated with its capacity to undergo biomolecular condensation. These principles enabled modulating memory by perturbing either cis- or trans-regulation of genes. Together, our findings suggest the potential pervasiveness of transcriptional memory and implicate the need to model mammalian gene regulation with time-varying input-output functions. A record of this paper's transparent peer review process is included in the supplemental information.
基因的调控可以通过输入-输出函数进行数学描述,这些函数通常被假定为时间不变的。这一基本假设是设计合成基因电路和定量理解自然基因调控网络的基础。在这里,我们发现这个假设在哺乳动物细胞中受到了挑战。我们观察到,一个合成报告基因可以表现出意想不到的转录记忆,导致第二次诱导时剂量反应曲线发生偏移。从机制上,我们研究了转录记忆的顺式依赖性,揭示了启动子 DNA 甲基化在建立记忆中的必要性。此外,我们表明,合成转录因子的有效 DNA 结合亲和力是转录依赖性的基础,这与其进行生物分子凝聚的能力有关。这些原理使得通过干扰基因的顺式或反式调控来调节记忆成为可能。总之,我们的研究结果表明转录记忆的普遍性,并暗示需要使用时变输入-输出函数来对哺乳动物基因调控进行建模。本文的透明同行评审过程记录包含在补充信息中。