title: GPQuest: A Spectral Library Matching Algorithm for Site-Specific Assignment of Tandem Mass Spectra to Intact N-glycopeptides.
abstract: Glycoprotein changes occur in not only protein abundance but also the occupancy of each glycosylation site by different glycoforms during biological or pathological processes. Recent advances in mass spectrometry instrumentation and techniques have facilitated analysis of intact glycopeptides in complex biological samples by allowing the users to generate spectra of intact glycopeptides with glycans attached to each specific glycosylation site. However, assigning these spectra, leading to identification of the glycopeptides, is challenging. Here, we report an algorithm, named GPQuest, for site-specific identification of intact glycopeptides using higher-energy collisional dissociation (HCD) fragmentation of complex samples. In this algorithm, a spectral library of glycosite-containing peptides in the sample was built by analyzing the isolated glycosite-containing peptides using HCD LC-MS/MS. Spectra of intact glycopeptides were selected by using glycan oxonium ions as signature ions for glycopeptide spectra. These oxonium-ion-containing spectra were then compared with the spectral library generated from glycosite-containing peptides, resulting in assignment of each intact glycopeptide MS/MS spectrum to a specific glycosite-containing peptide. The glycan occupying each glycosite was determined by matching the mass difference between the precursor ion of intact glycopeptide and the glycosite-containing peptide to a glycan database. Using GPQuest, we analyzed LC-MS/MS spectra of protein extracts from prostate tumor LNCaP cells. Without enrichment of glycopeptides from global tryptic peptides and at a false discovery rate of 1%, 1008 glycan-containing MS/MS spectra were assigned to 769 unique intact N-linked glycopeptides, representing 344 N-linked glycosites with 57 different N-glycans. Spectral library matching using GPQuest assigns the HCD LC-MS/MS generated spectra of intact glycopeptides in an automated and high-throughput manner. Additionally, spectral library matching gives the user the possibility of identifying novel or modified glycans on specific glycosites that might be missing from the predetermined glycan databases.
authors.affiliation: †Department of Biomedical Engineering, and ‡Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21231, United States.
authors.forename: Shadi
authors.initials: S
authors.lastname: Toghi Eshghi
authors.affiliation: †Department of Biomedical Engineering, and ‡Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21231, United States.
authors.forename: Punit
authors.initials: P
authors.lastname: Shah
authors.affiliation: †Department of Biomedical Engineering, and ‡Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21231, United States.
authors.forename: Weiming
authors.initials: W
authors.lastname: Yang
authors.affiliation: †Department of Biomedical Engineering, and ‡Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21231, United States.
authors.forename: Xingde
authors.initials: X
authors.lastname: Li
authors.affiliation: †Department of Biomedical Engineering, and ‡Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21231, United States.
authors.forename: Hui
authors.initials: H
authors.lastname: Zhang
mesh_terms: D000465:Algorithms; D000595:Amino Acid Sequence; D001665:Binding Sites; D045744:Cell Line, Tumor; D057225:Data Mining / Q000379:methods*; D016208:Databases, Factual; D006020:Glycopeptides / Q000737:chemistry* / Q000378:metabolism; D006031:Glycosylation; D006801:Humans; D011134:Polysaccharides / Q000378:metabolism; D040901:Proteomics; D053719:Tandem Mass Spectrometry
chemical_list: D006020:Glycopeptides; D011134:Polysaccharides