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Perspective: Engineering noise in biological systems towards predictivestochastic design

机译:观点:生物系统中的工程噪声朝着预测的方向发展随机设计

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摘要

Significant progress has been made towards engineering both single-cell and multi-cellular systems through a combination of synthetic and systems biology, nanobiotechnology, pharmaceutical science, and computational approaches. However, our ability to engineer systems that begin to approach the complexity of natural pathways is severely limited by important challenges, e.g. due to noise, or the fluctuations in gene expression and molecular species at multiple scales (e.g. both intra- and inter-cellular fluctuations). This barrier to engineering requires that biological noise be recognized as a design element with fundamentals that can be actively controlled. Here we highlight studies of an emerging discipline that collectively strives to engineer noise towards predictive stochastic design using interdisciplinary approaches at multiple-scales in diverse living systems.
机译:通过合成与系统生物学,纳米生物技术,药物科学和计算方法的结合,在单细胞和多细胞系统的工程设计方面已取得了重大进展。但是,我们对开始接近自然路径复杂性的系统进行工程设计的能力受到重大挑战的严重限制,例如由于噪声或基因表达和分子种类在多个尺度上的波动(例如细胞内和细胞间波动)。这种工程上的障碍要求将生物噪声视为具有可以主动控制的基本原理的设计元素。在这里,我们重点介绍了一个新兴学科的研究,这些学科共同努力在多种生命系统中使用多尺度的跨学科方法,将噪声设计为预测性随机设计。

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