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Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans

Glycans are involved in many fundamental cellular processes such as growth, differentiation, and morphogenesis. However, their broad structural diversity makes analysis difficult. Glycomics via mass spectrometry has focused on the composition of glycans, but informatics analysis has not kept pace wi...

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Autores principales: Miura, Nobuaki, Hanamatsu, Hisatoshi, Yokota, Ikuko, Akasaka-Manya, Keiko, Manya, Hiroshi, Endo, Tamao, Shinohara, Yasuro, Furukawa, Jun-ichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656093/
https://www.ncbi.nlm.nih.gov/pubmed/36361885
http://dx.doi.org/10.3390/ijms232113097
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author Miura, Nobuaki
Hanamatsu, Hisatoshi
Yokota, Ikuko
Akasaka-Manya, Keiko
Manya, Hiroshi
Endo, Tamao
Shinohara, Yasuro
Furukawa, Jun-ichi
author_facet Miura, Nobuaki
Hanamatsu, Hisatoshi
Yokota, Ikuko
Akasaka-Manya, Keiko
Manya, Hiroshi
Endo, Tamao
Shinohara, Yasuro
Furukawa, Jun-ichi
author_sort Miura, Nobuaki
collection PubMed
description Glycans are involved in many fundamental cellular processes such as growth, differentiation, and morphogenesis. However, their broad structural diversity makes analysis difficult. Glycomics via mass spectrometry has focused on the composition of glycans, but informatics analysis has not kept pace with the development of instrumentation and measurement techniques. We developed Toolbox Accelerating Glycomics (TAG), in which glycans can be added manually to the glycan list that can be freely designed with labels and sialic acid modifications, and fast processing is possible. In the present work, we improved TAG for large-scale analysis such as cohort analysis of serum samples. The sialic acid linkage-specific alkylamidation (SALSA) method converts differences in linkages such as α2,3- and α2,6-linkages of sialic acids into differences in mass. Glycans modified by SALSA and several structures discovered in recent years were added to the glycan list. A routine to generate calibration curves has been implemented to explore quantitation. These improvements are based on redefinitions of residues and glycans in the TAG List to incorporate information on glycans that could not be attributed because it was not assumed in the previous version of TAG. These functions were verified through analysis of purchased sera and 74 spectra with linearity at the level of R(2) > 0.8 with 81 estimated glycan structures obtained including some candidate of rare glycans such as those with the N,N’-diacetyllactosediamine structure, suggesting they can be applied to large-scale analyses.
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spelling pubmed-96560932022-11-15 Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans Miura, Nobuaki Hanamatsu, Hisatoshi Yokota, Ikuko Akasaka-Manya, Keiko Manya, Hiroshi Endo, Tamao Shinohara, Yasuro Furukawa, Jun-ichi Int J Mol Sci Article Glycans are involved in many fundamental cellular processes such as growth, differentiation, and morphogenesis. However, their broad structural diversity makes analysis difficult. Glycomics via mass spectrometry has focused on the composition of glycans, but informatics analysis has not kept pace with the development of instrumentation and measurement techniques. We developed Toolbox Accelerating Glycomics (TAG), in which glycans can be added manually to the glycan list that can be freely designed with labels and sialic acid modifications, and fast processing is possible. In the present work, we improved TAG for large-scale analysis such as cohort analysis of serum samples. The sialic acid linkage-specific alkylamidation (SALSA) method converts differences in linkages such as α2,3- and α2,6-linkages of sialic acids into differences in mass. Glycans modified by SALSA and several structures discovered in recent years were added to the glycan list. A routine to generate calibration curves has been implemented to explore quantitation. These improvements are based on redefinitions of residues and glycans in the TAG List to incorporate information on glycans that could not be attributed because it was not assumed in the previous version of TAG. These functions were verified through analysis of purchased sera and 74 spectra with linearity at the level of R(2) > 0.8 with 81 estimated glycan structures obtained including some candidate of rare glycans such as those with the N,N’-diacetyllactosediamine structure, suggesting they can be applied to large-scale analyses. MDPI 2022-10-28 /pmc/articles/PMC9656093/ /pubmed/36361885 http://dx.doi.org/10.3390/ijms232113097 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Miura, Nobuaki
Hanamatsu, Hisatoshi
Yokota, Ikuko
Akasaka-Manya, Keiko
Manya, Hiroshi
Endo, Tamao
Shinohara, Yasuro
Furukawa, Jun-ichi
Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans
title Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans
title_full Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans
title_fullStr Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans
title_full_unstemmed Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans
title_short Toolbox Accelerating Glycomics (TAG): Improving Large-Scale Serum Glycomics and Refinement to Identify SALSA-Modified and Rare Glycans
title_sort toolbox accelerating glycomics (tag): improving large-scale serum glycomics and refinement to identify salsa-modified and rare glycans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656093/
https://www.ncbi.nlm.nih.gov/pubmed/36361885
http://dx.doi.org/10.3390/ijms232113097
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