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In silico design of targeted SRM-based experiments

机译:基于目标SRM的实验的计算机设计

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摘要

Selected reaction monitoring (SRM)-based proteomics approaches enable highly sensitive and reproducible assays for profiling of thousands of peptides in one experiment. The development of such assays involves the determination of retention time, detectability and fragmentation properties of peptides, followed by an optimal selection of transitions. If those properties have to be identified experimentally, the assay development becomes a time-consuming task. We introduce a computational framework for the optimal selection of transitions for a given set of proteins based on their sequence information alone or in conjunction with already existing transition databases. The presented method enables the rapid and fully automated initial development of assays for targeted proteomics. We introduce the relevant methods, report and discuss a step-wise and generic protocol and we also show that we can reach an ad hoc coverage of 80 % of the targeted proteins. The presented algorithmic procedure is implemented in the open-source software package OpenMS/TOPP.
机译:基于选定的反应监测(SRM)的蛋白质组学方法可实现高度灵敏且可重现的测定法,以在一个实验中分析数千种肽。此类测定法的发展涉及确定肽的保留时间,可检测性和片段化特性,然后进行最佳的过渡选择。如果必须通过实验确定这些属性,则分析开发将成为一项耗时的任务。我们介绍了一种计算框架,可根据单独的序列信息或与已经存在的转换数据库结合使用,为给定的一组蛋白质最佳选择转换。提出的方法可以快速,自动化地初步开发针对目标蛋白质组学的检测方法。我们介绍了相关的方法,报告并讨论了分步骤的通用协议,并且还表明我们可以达到目标蛋白80%的临时覆盖率。所提出的算法过程在开源软件包OpenMS / TOPP中实现。

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