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Full Design Automation of Multi-State RNA Devices to Program Gene Expression Using Energy-Based Optimization

机译:使用基于能量的优化对基因表达进行编程的多状态RNA装置的全面设计自动化

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摘要

Small RNAs (sRNAs) can operate as regulatory agents to control protein expression by interaction with the 5′ untranslated region of the mRNA. We have developed a physicochemical framework, relying on base pair interaction energies, to design multi-state sRNA devices by solving an optimization problem with an objective function accounting for the stability of the transition and final intermolecular states. Contrary to the analysis of the reaction kinetics of an ensemble of sRNAs, we solve the inverse problem of finding sequences satisfying targeted reactions. We show here that our objective function correlates well with measured riboregulatory activity of a set of mutants. This has enabled the application of the methodology for an extended design of RNA devices with specified behavior, assuming different molecular interaction models based on Watson-Crick interaction. We designed several YES, NOT, AND, and OR logic gates, including the design of combinatorial riboregulators. In sum, our de novo approach provides a new paradigm in synthetic biology to design molecular interaction mechanisms facilitating future high-throughput functional sRNA design.
机译:小RNA(sRNA)可以作为调节剂,通过与mRNA的5'非翻译区相互作用来控制蛋白质的表达。我们已经开发了一种物理化学框架,依靠碱基对相互作用的能量,通过解决具有目标函数的优化问题来解决多态sRNA设备,该函数考虑了过渡态和最终分子间态的稳定性。与分析一组sRNA的反应动力学相反,我们解决了找到满足目标反应的序列的逆问题。我们在这里表明,我们的目标函数与一组突变体的核糖调节活性良好相关。假设基于沃森-克里克相互作用的不同分子相互作用模型,这使得该方法能够用于具有特定行为的RNA装置的扩展设计。我们设计了几种YES,NOT,AND和OR逻辑门,包括组合核糖调节器的设计。总而言之,我们的从头方法为合成生物学设计分子相互作用机制提供了新的范例,从而促进了未来高通量功能性sRNA设计。

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