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XPRESSyourself:通过增强、标准化和自动化核糖体分析计算分析,可深入了解数据。

XPRESSyourself: Enhancing, standardizing, and automating ribosome profiling computational analyses yields improved insight into data.

机构信息

Department of Biochemistry, University of Utah, Salt Lake City, Utah, United States of America.

Department of Human Genetics, University of Utah, Salt Lake City, Utah, United States of America.

出版信息

PLoS Comput Biol. 2020 Jan 31;16(1):e1007625. doi: 10.1371/journal.pcbi.1007625. eCollection 2020 Jan.

Abstract

Ribosome profiling, an application of nucleic acid sequencing for monitoring ribosome activity, has revolutionized our understanding of protein translation dynamics. This technique has been available for a decade, yet the current state and standardization of publicly available computational tools for these data is bleak. We introduce XPRESSyourself, an analytical toolkit that eliminates barriers and bottlenecks associated with this specialized data type by filling gaps in the computational toolset for both experts and non-experts of ribosome profiling. XPRESSyourself automates and standardizes analysis procedures, decreasing time-to-discovery and increasing reproducibility. This toolkit acts as a reference implementation of current best practices in ribosome profiling analysis. We demonstrate this toolkit's performance on publicly available ribosome profiling data by rapidly identifying hypothetical mechanisms related to neurodegenerative phenotypes and neuroprotective mechanisms of the small-molecule ISRIB during acute cellular stress. XPRESSyourself brings robust, rapid analysis of ribosome-profiling data to a broad and ever-expanding audience and will lead to more reproducible and accessible measurements of translation regulation. XPRESSyourself software is perpetually open-source under the GPL-3.0 license and is hosted at https://github.com/XPRESSyourself, where users can access additional documentation and report software issues.

摘要

核糖体图谱分析是一种应用于监测核糖体活性的核酸测序方法,它彻底改变了我们对蛋白质翻译动力学的理解。这项技术已经存在了十年,但当前公开可用的核糖体图谱数据的计算工具的现状和标准化情况不容乐观。我们引入了 XPRESSyourself,这是一个分析工具包,通过填补核糖体图谱分析计算工具集中的空白,为专家和非专家消除了与这种特殊数据类型相关的障碍和瓶颈。XPRESSyourself 自动化和标准化了分析程序,缩短了发现时间,提高了可重复性。该工具包是核糖体图谱分析当前最佳实践的参考实现。我们通过快速识别与神经退行性表型相关的假设机制以及小分子 ISRIB 在急性细胞应激期间的神经保护机制,在公开的核糖体图谱数据上展示了该工具包的性能。XPRESSyourself 将强大、快速的核糖体图谱数据分析带给更广泛和不断扩大的受众,并将导致更具可重复性和可访问性的翻译调控测量。XPRESSyourself 软件根据 GPL-3.0 许可证永久开源,并托管在 https://github.com/XPRESSyourself 上,用户可以在那里访问其他文档并报告软件问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ac5/7015430/0433705fff80/pcbi.1007625.g001.jpg

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