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OpenMS-Simulator: an open-source software for theoretical tandem mass spectrum prediction

机译:OpenMS-Simulator:用于理论串联质谱预测的开源软件

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摘要

BackgroundTandem mass spectrometry (MS/MS) acts as a key technique for peptide identification. The MS/MS-based peptide identification approaches can be categorized into two families, namely, de novo and database search. Both of the two types of approaches can benefit from an accurate prediction of theoretical spectrum. A theoretical spectrum consists of m/z and intensity of possibly occurring ions, which are estimated via simulating the spectrum generating process. Extensive researches have been conducted for theoretical spectrum prediction; however, the prediction methods suffer from low prediciton accuracy due to oversimplifications in the spectrum simulation process.
机译:背景串联质谱(MS / MS)是肽段鉴定的关键技术。基于MS / MS的肽段识别方法可分为两个家族,即从头搜索和数据库搜索。两种类型的方法都可以受益于理论范围的准确预测。理论光谱由m / z和可能出现的离子的强度组成,这些离子是通过模拟光谱生成过程估算的。对于理论频谱预测已经进行了广泛的研究。然而,由于频谱仿真过程过于简单,因此预测方法的预测精度较低。

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