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The Physics behind Systems Biology

机译:系统生物学背后的物理学

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Systems Biology is a young and rapidly evolving research field, which combines experimental techniques and mathematical modeling in order to achieve a mechanistic understanding of processes underlying the regulation and evolution of living systems. Systems Biology is often associated with an Engineering approach: The purpose is to formulate a data-rich, detailed simulation model that allows to perform numerical (‘ in silico ’) experiments and then draw conclusions about the biological system. While methods from Engineering may be an appropriate approach to extending the scope of biological investigations to experimentally inaccessible realms and to supporting data-rich experimental work, it may not be the best strategy in a search for design principles of biological systems and the fundamental laws underlying Biology. Physics has a long tradition of characterizing and understanding emergent collective behaviors in systems of interacting units and searching for universal laws. Therefore, it is natural that many concepts used in Systems Biology have their roots in Physics. With an emphasis on Theoretical Physics, we will here review the ‘Physics core’ of Systems Biology, show how some success stories in Systems Biology can be traced back to concepts developed in Physics, and discuss how Systems Biology can further benefit from its Theoretical Physics foundation.
机译:系统生物学是一个新兴且发展迅速的研究领域,它结合了实验技术和数学建模,以便对生命系统的调节和进化过程进行机械理解。系统生物学通常与工程方法相关联:目的是建立一个数据丰富,详细的仿真模型,该模型可以执行数字(计算机模拟)实验,然后得出有关生物系统的结论。虽然工程学的方法可能是将生物学研究的范围扩展到实验上无法访问的领域并支持数据丰富的实验工作的合适方法,但在寻找生物学系统的设计原理和所依据的基本定律时,它可能不是最佳策略生物学。物理学在表征和理解相互作用单元系统中的新兴集体行为以及寻找普遍规律方面有着悠久的传统。因此,自然而然,系统生物学中使用的许多概念都源于物理学。着重理论物理学,我们将在这里回顾系统生物学的“物理核心”,展示如何将系统生物学的一些成功故事追溯到物理学中发展的概念,并讨论系统生物学如何从其理论物理学中进一步受益。基础。

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