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Light microscopy applications in systems biology: opportunities and challenges

机译:光学显微镜在系统生物学中的应用:机遇与挑战

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摘要

Biological systems present multiple scales of complexity, ranging from molecules to entire populations. Light microscopy is one of the least invasive techniques used to access information from various biological scales in living cells. The combination of molecular biology and imaging provides a bottom-up tool for direct insight into how molecular processes work on a cellular scale. However, imaging can also be used as a top-down approach to study the behavior of a system without detailed prior knowledge about its underlying molecular mechanisms. In this review, we highlight the recent developments on microscopy-based systems analyses and discuss the complementary opportunities and different challenges with high-content screening and high-throughput imaging. Furthermore, we provide a comprehensive overview of the available platforms that can be used for image analysis, which enable community-driven efforts in the development of image-based systems biology.
机译:生物系统呈现出多种复杂程度,从分子到整个种群。光学显微镜是用于从活细胞中获取各种生物学规模信息的微创技术之一。分子生物学与影像学的结合提供了一种自下而上的工具,可以直接洞察分子过程如何在细胞规模上发挥作用。但是,成像也可以用作自上而下的方法来研究系统的行为,而无需事先了解其潜在的分子机制。在这篇综述中,我们重点介绍了基于显微镜的系统分析的最新发展,并讨论了高内涵筛选和高通量成像的互补机遇和不同挑战。此外,我们提供了可用于图像分析的可用平台的全面概述,这些平台使社区能够推动基于图像的系统生物学的发展。

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