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Advanced methods in molecular systems biology

机译:分子系统生物学的先进方法

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The developments in molecular biology in the mid-seventies that led to the emergence of biotechnology also led to the growth of the field of bioinformatics. Although bioinformatics originally (as introduced by Paulien Hoogeweg in 1978) encompassed “the study of information processing in biotic systems” in general, with the development of high-throughput technologies such as microarrays and various chips in the “omics” sciences, it has become more focused and specialized on the creation and advancement of databases, algorithms, computational and statistical techniques, and theoretical studies to solve formal and practical problems arising from the management and analysis of biological data. The field of systems biology was conceived as “the application of systems theory to biology” in the 1960s by Mesarovi′c (1968), based on earlier ideas of Lotka (1924), von Bertalanffy (1940), and others. While biological systems theory largely remained in the shadow of molecular biology, it began its amazingly steep rise to prominence at the turn of the 21st Century when it became an important paradigm for interpreting the newly available large-scale data that were being generated at various levels of biological systems. Systems biology strives to integrate computational and experimental approaches to model and understand the structure and dynamics of biological systems.
机译:七十年代中期分子生物学的发展导致生物技术的出现,也导致了生物信息学领域的发展。尽管生物信息学最初(由Paulien Hoogeweg于1978年提出)总体上涵盖了“生物系统中信息处理的研究”,但随着高通量技术的发展,例如“组学”科学中的微阵列和各种芯片,它已经成为更专注于并专注于数据库,算法,计算和统计技术以及理论研究的创建和发展,以解决由生物数据的管理和分析引起的形式和实际问题。 Mesarovi'c(1968)基于Lotka(1924),von Bertalanffy(1940)等人的较早思想,在1960年代将系统生物学领域设想为“系统理论在生物学中的应用”。尽管生物系统理论在很大程度上仍处于分子生物学的阴影之下,但它在21世纪之初开始以惊人的速度急剧上升,成为重要的范例,成为解释各种级别新生成的大规模数据的重要范例。生物系统。系统生物学致力于整合计算和实验方法,以建模和理解生物系统的结构和动力学。

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