Tang Haixu, Mechref Yehia, Novotny Milos V
School of Informatics, Indiana University Bloomington, IN, USA.
Bioinformatics. 2005 Jun;21 Suppl 1(Suppl 1):i431-9. doi: 10.1093/bioinformatics/bti1038.
The emerging glycomics and glycoproteomics projects aim to characterize all forms of glycoproteins in different tissues and organisms. Tandem mass spectrometry (MS/MS) is the key experimental methodology for high-throughput glycan identification and characterization. Fragmentation of glycans from high energy collision-induced dissociation generates ions from glycosidic as well as internal cleavages. The cross-ring ions resulting from internal cleavages provide additional information that is important to reveal the type of linkage between monosaccharides. This information, however, is not incorporated into the current programs for analyzing glycan mass spectra. As a result, they can rarely distinguish from the mass spectra isomeric oligosaccharides, which have the same saccharide composition but different types of sequences, branches or linkages.
In this paper, we describe a novel algorithm for glycan characterization using MS/MS. This algorithm consists of three steps. First, we develop a scoring scheme to identify potential bond linkages between monosaccharides, based on the appearance pattern of cross-ring ions. Next, we use a dynamic programming algorithm to determine the most probable oligosaccharide structures from the mass spectrum. Finally, we re-evaluate these oligosaccharide structures, taking into account the double fragmentation ions. We also show the preliminary results of testing our algorithm on several MS/MS spectra of oligosaccharides.
The program GLYCH is available upon request from the authors.
新兴的糖组学和糖蛋白质组学项目旨在对不同组织和生物体中所有形式的糖蛋白进行表征。串联质谱(MS/MS)是高通量聚糖鉴定和表征的关键实验方法。高能碰撞诱导解离产生的聚糖碎片会产生糖苷键裂解以及内部裂解的离子。内部裂解产生的交叉环离子提供了额外信息,这对于揭示单糖之间的连接类型很重要。然而,这些信息并未纳入当前用于分析聚糖质谱的程序中。因此,它们很少能从具有相同糖类组成但不同序列、分支或连接类型的质谱异构寡糖中区分出来。
在本文中,我们描述了一种使用MS/MS进行聚糖表征的新算法。该算法由三个步骤组成。首先,我们基于交叉环离子的出现模式开发了一种评分方案,以识别单糖之间潜在的键连接。接下来,我们使用动态规划算法从质谱中确定最可能的寡糖结构。最后,我们重新评估这些寡糖结构,同时考虑双碎片离子。我们还展示了在几个寡糖的MS/MS光谱上测试我们算法的初步结果。
程序GLYCH可根据作者要求提供。