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基于15N部分代谢标记液相色谱/质谱鸟枪法蛋白质组学数据的自动化蛋白质周转计算

Automated protein turnover calculations from 15N partial metabolic labeling LC/MS shotgun proteomics data.

作者信息

Lyon David, Castillejo Maria Angeles, Staudinger Christiana, Weckwerth Wolfram, Wienkoop Stefanie, Egelhofer Volker

机构信息

Department of Ecogenomics and Systems Biology, University of Vienna, Vienna, Austria.

出版信息

PLoS One. 2014 Apr 15;9(4):e94692. doi: 10.1371/journal.pone.0094692. eCollection 2014.

Abstract

Protein turnover is a well-controlled process in which polypeptides are constantly being degraded and subsequently replaced with newly synthesized copies. Extraction of composite spectral envelopes from complex LC/MS shotgun proteomics data can be a challenging task, due to the inherent complexity of biological samples. With partial metabolic labeling experiments this complexity increases as a result of the emergence of additional isotopic peaks. Automated spectral extraction and subsequent protein turnover calculations enable the analysis of gigabytes of data within minutes, a prerequisite for systems biology high throughput studies. Here we present a fully automated method for protein turnover calculations from shotgun proteomics data. The approach enables the analysis of complex shotgun LC/MS 15N partial metabolic labeling experiments. Spectral envelopes of 1419 peptides can be extracted within an hour. The method quantifies turnover by calculating the Relative Isotope Abundance (RIA), which is defined as the ratio between the intensity sum of all heavy (15N) to the intensity sum of all light (14N) and heavy peaks. To facilitate this process, we have developed a computer program based on our method, which is freely available to download at http://promex.pph.univie.ac.at/protover.

摘要

蛋白质周转是一个受到良好调控的过程,在此过程中多肽不断被降解,随后被新合成的拷贝所取代。从复杂的液相色谱/质谱鸟枪法蛋白质组学数据中提取复合光谱包络可能是一项具有挑战性的任务,这是由于生物样品固有的复杂性所致。在部分代谢标记实验中,由于额外同位素峰的出现,这种复杂性会增加。自动化光谱提取和随后的蛋白质周转计算能够在数分钟内分析千兆字节的数据,这是系统生物学高通量研究的一个先决条件。在此,我们提出一种从鸟枪法蛋白质组学数据进行蛋白质周转计算的全自动方法。该方法能够分析复杂的液相色谱/质谱15N部分代谢标记实验。一小时内可提取1419个肽段的光谱包络。该方法通过计算相对同位素丰度(RIA)来量化周转,相对同位素丰度定义为所有重(15N)峰强度总和与所有轻(14N)峰和重峰强度总和之比。为便于此过程,我们基于我们的方法开发了一个计算机程序,可在http://promex.pph.univie.ac.at/protover免费下载。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc0/3988089/b0e585aeadf4/pone.0094692.g001.jpg

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