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Darwin and Fisher meet at biotech: on the potential of computational molecular evolution in industry

机译:达尔文和费舍尔在生物技术领域相遇:探讨计算分子进化在工业中的潜力

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摘要

BackgroundToday computational molecular evolution is a vibrant research field that benefits from the availability of large and complex new generation sequencing data – ranging from full genomes and proteomes to microbiomes, metabolomes and epigenomes. The grounds for this progress were established long before the discovery of the DNA structure. Specifically, Darwin’s theory of evolution by means of natural selection not only remains relevant today, but also provides a solid basis for computational research with a variety of applications. But a long-term progress in biology was ensured by the mathematical sciences, as exemplified by Sir R. Fisher in early 20th century. Now this is true more than ever: The data size and its complexity require biologists to work in close collaboration with experts in computational sciences, modeling and statistics.
机译:背景技术当今,计算分子进化是一个充满活力的研究领域,得益于庞大而复杂的新一代测序数据的可用性-从完整的基因组和蛋白质组到微生物组,代谢组和表观基因组。在发现DNA结构之前就已经为这一进展奠定了基础。具体而言,达尔文的自然选择进化理论不仅在今天仍然有用,而且还为各种应用的计算研究提供了坚实的基础。但是生物学的长足进步是由数学科学确保的,例如20世纪初R. Fisher爵士所举例说明的。现在,这比以往任何时候都更加真实:数据大小及其复杂性要求生物学家与计算科学,建模和统计领域的专家紧密合作。

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