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Opening a SWATH Window on Posttranslational Modifications: Automated Pursuit of Modified Peptides

机译:在翻译后修饰上打开SWATH窗口:修饰肽的自动追踪

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摘要

Posttranslational modifications of proteins play an important role in biology. For example, phosphorylation is a key component in signal transduction in all three domains of life, and histones can be modified in such a variety of ways that a histone code for gene regulation has been proposed. Shotgun proteomics is commonly used to identify posttranslational modifications as well as chemical modifications from sample processing. However, it favors the detection of abundant peptides over the repertoire presented, and the data analysis usually requires advance specification of modification masses and target amino acids, their number constrained by available computational resources. Recent advances in data independent acquisition mass spectrometry technologies such as SWATH-MS enable a deeper recording of the peptide contents of samples, including peptides with modifications. Here, we present a novel approach that applies the power of SWATH-MS analysis to the automated pursuit of modified peptides. With the new SWATHProphetPTM functionality added to the open source SWATHProphet software, precursor ions consistent with a modification are identified along with the mass and localization of the modification in the peptide sequence in a sensitive and unrestricted manner without the need to anticipate the modifications in advance. Using this method, we demonstrate the detection of a wide assortment of modified peptides, many unanticipated, in samples containing unpurified synthetic peptides and human urine, as well as in phospho-enriched human tissue culture cell samples.
机译:蛋白质的翻译后修饰在生物学中起重要作用。例如,磷酸化是生命的所有三个域中信号转导的关键成分,并且可以以多种方式修饰组蛋白,从而提出了用于基因调控的组蛋白代码。 gun弹枪蛋白质组学通常用于识别翻译后修饰以及样品处理中的化学修饰。但是,它倾向于在所提供的全部库中检测丰富的肽,并且数据分析通常需要预先指定修饰质量和目标氨基酸,其数量受可用计算资源的限制。与数据无关的采集质谱技术(例如SWATH-MS)的最新进展使得能够更深入地记录样品的肽含量,包括经过修饰的肽。在这里,我们提出了一种新颖的方法,该方法将SWATH-MS分析的功能应用于修饰肽的自动追踪。通过将新的SWATHProphet PTM 功能添加到开源SWATHProphet软件中,可以以灵敏且不受限制的方式识别出与修饰序列一致的前体离子,以及修饰序列在肽序列中的质量和位置,而无需进行修饰。需要提前预计修改。使用这种方法,我们证明了在含有未纯化的合成肽和人尿的样品以及富含磷的人组织培养细胞样品中,可以检测到各种各样的修饰肽,其中许多是出乎意料的。

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