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在以肽为中心的蛋白质组学方法中,使用泊松近似来预测含硫肽的同位素分布。

Using a Poisson approximation to predict the isotopic distribution of sulphur-containing peptides in a peptide-centric proteomic approach.

作者信息

Valkenborg Dirk, Assam Pryseley, Thomas Grégoire, Krols Luc, Kas Koen, Burzykowski Tomasz

机构信息

Center for Statistics, Hasselt University, Agoralaan D, 3590 Diepenbeek, Belgium.

出版信息

Rapid Commun Mass Spectrom. 2007;21(20):3387-91. doi: 10.1002/rcm.3237.

Abstract

Breen et al. (Electrophoresis 2000; 21: 2243) proposed a method for finding monoisotopic peptide peaks in mass spectra based on an approximation of the distribution of different isotopic variants of a peptide by a Poisson distribution. They developed the method using all protein sequences from the SWISS-PROT database. We investigate the suitability of this method to predict the isotopic distribution in an environment which enriches for peptides carrying sulphur. More specifically, we focus on mass spectra obtained by a COmbined FRActional DIagonal Chromatography (COFRADIC) approach, developed by Gevaert et al. (Nature Biotechnology 2003; 21: 566), targeting a specific subset of peptides, in this case the N-terminal peptides. One can therefore ask whether the original results of Breen et al. apply to spectra generated by the particular COFRADIC method. We investigate whether the proposed approximation holds for N-terminal peptides. We also evaluate whether ignoring sulphur atoms while developing the approximation, as proposed by Breen et al., does not increase the risk of missing monoisotopic peaks corresponding to sulphur-containing peptides. Finally, we check the sensitivity of the quality of the approximation to optimization criteria used in the development process. The results are not simply restricted to a COFRADIC setting but are also applicable more generally, for any method which enriches for sulphur-containing peptides.

摘要

布林等人(《电泳》,2000年;21卷:2243页)提出了一种基于泊松分布对肽段不同同位素变体分布的近似来在质谱中寻找单同位素肽峰的方法。他们利用SWISS-PROT数据库中的所有蛋白质序列开发了该方法。我们研究了这种方法在富含含硫肽段的环境中预测同位素分布的适用性。更具体地说,我们关注由格瓦特等人(《自然生物技术》,2003年;21卷:566页)开发的组合分数对角线色谱法(COFRADIC)获得的质谱,该方法针对特定的肽段子集,在这种情况下是N端肽段。因此可以问,布林等人的原始结果是否适用于由特定的COFRADIC方法产生的质谱。我们研究了所提出的近似对于N端肽段是否成立。我们还评估了如布林等人所提议的在开发近似时忽略硫原子是否不会增加错过对应含硫肽段的单同位素峰的风险。最后,我们检查近似质量对开发过程中使用的优化标准的敏感性。结果不仅限于COFRADIC设置,更普遍地适用于任何富集含硫肽段的方法。

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