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• W1970294022 startingPage "568" @default.
• W1970294022 abstract "Determining the glycan topology automatically from mass spectra represents a great challenge. Existing methods fall into approximate and exact ones. The former including greedy and heuristic ones can reduce the computational complexity, but suffer from information lost in the procedure of glycan interpretation. The latter including dynamic programming and exhaustive enumeration are much slower than the former. In the past years, nearly all emerging methods adopted a tree structure to represent a glycan. They share such problems as repetitive peak counting in reconstructing a candidate structure. Besides, tree-based glycan representation methods often have to give different computational formulas for binary and ternary glycans. We propose a new directed acyclic graph structure for glycan representation. Based on it, this work develops a de novo algorithm to accurately reconstruct the tree structure iteratively from mass spectra with logical constraints and some known biosynthesis rules, by a single computational formula. The experiments on multiple complex glycans extracted from human serum show that the proposed algorithm can achieve higher accuracy to determine a glycan topology than prior methods without increasing computational burden." @default.
• W1970294022 created "2016-06-24" @default.
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• W1970294022 date "2015-05-01" @default.
• W1970294022 modified "2023-10-17" @default.
• W1970294022 title "An Accurate de novo Algorithm for Glycan Topology Determination from Mass Spectra" @default.
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• W1970294022 doi "https://doi.org/10.1109/tcbb.2014.2368981" @default.
• W1970294022 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26357268" @default.
• W1970294022 hasPublicationYear "2015" @default.
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