Abstract

Lectin-glycan interactions have critical functions in multiple normal and pathological processes, but the binding partners and functions for many glycans and lectins are not known. An important step in better understanding glycan-lectin biology is enabling systematic quantification and analysis of the interactions. Glycan arrays can provide the experimental information for such analyses, and the thousands of glycan array datasets available through the Consortium for Functional Glycomics provide the opportunity to extend the analyses to a broad scale. We developed software, based on our previously described Motif Segregation algorithm, for the automated analysis of glycan array data, and we analyzed the entire storehouse of 2883 datasets from the Consortium for Functional Glycomics. We mined the resulting database to make comparisons of specificities across multiple lectins and comparisons between glycans in their lectin receptors. Of the lectins in the database, viral lectins were the most different from other organism types, with specificities nearly always restricted to sialic acids, and mammalian lectins had the most diverse range of specificities. Certain mammalian lectins were unique in their specificities for sulfated glycans. Simple modifications to a lactosamine core structure radically altered the types of lectins that were highly specific for the glycan. Unmodified lactosamine was specifically recognized by plant, fungal, viral, and mammalian lectins; sialylation shifted the binding mainly to viral lectins; and sulfation resulted in mainly mammalian lectins with the highest specificities. We anticipate that this analysis program and database will be valuable in fundamental glycobiology studies, detailed analyses of lectin specificities, and practical applications in translational research.

Highlights

  • Glycans exert their functions and influence through specific interactions with glycan-binding proteins

  • To provide increased access to this technology, the Consortium for Functional Glycomics (CFG)1 has since 2004 offered to run glycan microarray experiments using samples provided by individual investigators

  • Constructing a Database of Lectin Specificities from Glycan Array Data—Our new software program, called GlycoSearch, uses the Motif Segregation [20] and Outlier Motif [21] algorithms, along with additional developments, to analyze glycan array data generated on any glycan array platform

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Summary

EXPERIMENTAL PROCEDURES

Software Development and Data Source—The GlycoSearch software for analyzing glycan array data is written in Java and runs on various computer platforms, including Windows, Macintosh, and Linux platforms. GlycoSearch can directly input and process glycan array data in the CFG Microsoft Excel format, as well as other formats. We recently extended the program to process the entire volume of publicly available CFG glycan array data and store the results in an SQL database, thereby making it readily available for instant query. The entirety of the data, including the spreadsheet content, glycan measurement data, program results, and any additional metadata extracted from the CFG website, were all incorporated into and stored in an SQL database. GlycoSearch further supports complex queries comprising any series of logical AND/OR/NOT operations on glycan query expressions This flexible query format allows researchers to effectively search the database for potential lectins and/or proteins with high affinity to the specific glycan query pattern of interest.

RESULTS
Plant Fungal
DISCUSSION
Full Text
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