Correcting for sparsity and interdependence in glycomics by accounting for glycan biosynthesis

Glycomics can uncover important molecular changes but measured glycans are highly interconnected and incompatible with common statistical methods, introducing pitfalls during analysis. Here, the authors develop an approach to identify glycan dependencies across samples to facilitate comparative glyc...

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Bibliographic Details
Main Authors: Bokan Bao, Benjamin P. Kellman, Austin W. T. Chiang, Yujie Zhang, James T. Sorrentino, Austin K. York, Mahmoud A. Mohammad, Morey W. Haymond, Lars Bode, Nathan E. Lewis
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-021-25183-5