Brown Adam J, Gibson Suzanne J, Hatton Diane, James David C
Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield S1 3JD, UK.
Biopharmaceutical Development, MedImmune, Cambridge CB21 6GH, UK.
Nucleic Acids Res. 2017 Oct 13;45(18):10906-10919. doi: 10.1093/nar/gkx768.
Comprehensive de novo-design of complex mammalian promoters is restricted by unpredictable combinatorial interactions between constituent transcription factor regulatory elements (TFREs). In this study, we show that modular binding sites that do not function cooperatively can be identified by analyzing host cell transcription factor expression profiles, and subsequently testing cognate TFRE activities in varying homotypic and heterotypic promoter architectures. TFREs that displayed position-insensitive, additive function within a specific expression context could be rationally combined together in silico to create promoters with highly predictable activities. As TFRE order and spacing did not affect the performance of these TFRE-combinations, compositions could be specifically arranged to preclude the formation of undesirable sequence features. This facilitated simple in silico-design of promoters with context-required, user-defined functionalities. To demonstrate this, we de novo-created promoters for biopharmaceutical production in CHO cells that exhibited precisely designed activity dynamics and long-term expression-stability, without causing observable retroactive effects on cellular performance. The design process described can be utilized for applications requiring context-responsive, customizable promoter function, particularly where co-expression of synthetic TFs is not suitable. Although the synthetic promoter structure utilized does not closely resemble native mammalian architectures, our findings also provide additional support for a flexible billboard model of promoter regulation.
复杂哺乳动物启动子的全面从头设计受到组成转录因子调控元件(TFREs)之间不可预测的组合相互作用的限制。在本研究中,我们表明,通过分析宿主细胞转录因子表达谱,随后在不同的同型和异型启动子结构中测试同源TFRE活性,可以识别不协同发挥作用的模块化结合位点。在特定表达背景下表现出位置不敏感、加性功能的TFRE可以在计算机上合理组合在一起,以创建具有高度可预测活性的启动子。由于TFRE的顺序和间距不影响这些TFRE组合的性能,因此可以特别安排其组成以防止形成不良序列特征。这有助于简单地在计算机上设计具有上下文要求、用户定义功能的启动子。为了证明这一点,我们从头创建了用于CHO细胞生物制药生产的启动子,这些启动子表现出精确设计的活性动态和长期表达稳定性,而不会对细胞性能产生可观察到的追溯效应。所描述的设计过程可用于需要上下文响应、可定制启动子功能的应用,特别是在合成转录因子共表达不合适的情况下。虽然所使用的合成启动子结构与天然哺乳动物结构不太相似,但我们的研究结果也为启动子调控的灵活广告牌模型提供了额外支持。