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A site-specific map of the human plasma glycome and its age and gender-associated alterations

Alterations in the human glycome have been associated with cancer and autoimmunity. Thus, constructing a site-specific map of the human glycome for biomarker research and discovery has been a highly sought-after objective. However, due to analytical barriers, comprehensive site-specific glycoprofili...

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Autores principales: Merleev, Alexander A., Park, Dayoung, Xie, Yixuan, Kailemia, Muchena J., Xu, Gege, Ruhaak, L. Renee, Kim, Kyoungmi, Hong, Qiuting, Li, Qiongyu, Patel, Forum, Wan, Yu-Jui Yvonne, Marusina, Alina I., Adamopoulos, Iannis E., Lal, Nelvish N., Mitra, Anupum, Le, Stephanie T., Shimoda, Michiko, Luxardi, Guillaume, Lebrilla, Carlito B., Maverakis, Emanual
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7567094/
https://www.ncbi.nlm.nih.gov/pubmed/33060657
http://dx.doi.org/10.1038/s41598-020-73588-x
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author Merleev, Alexander A.
Park, Dayoung
Xie, Yixuan
Kailemia, Muchena J.
Xu, Gege
Ruhaak, L. Renee
Kim, Kyoungmi
Hong, Qiuting
Li, Qiongyu
Patel, Forum
Wan, Yu-Jui Yvonne
Marusina, Alina I.
Adamopoulos, Iannis E.
Lal, Nelvish N.
Mitra, Anupum
Le, Stephanie T.
Shimoda, Michiko
Luxardi, Guillaume
Lebrilla, Carlito B.
Maverakis, Emanual
author_facet Merleev, Alexander A.
Park, Dayoung
Xie, Yixuan
Kailemia, Muchena J.
Xu, Gege
Ruhaak, L. Renee
Kim, Kyoungmi
Hong, Qiuting
Li, Qiongyu
Patel, Forum
Wan, Yu-Jui Yvonne
Marusina, Alina I.
Adamopoulos, Iannis E.
Lal, Nelvish N.
Mitra, Anupum
Le, Stephanie T.
Shimoda, Michiko
Luxardi, Guillaume
Lebrilla, Carlito B.
Maverakis, Emanual
author_sort Merleev, Alexander A.
collection PubMed
description Alterations in the human glycome have been associated with cancer and autoimmunity. Thus, constructing a site-specific map of the human glycome for biomarker research and discovery has been a highly sought-after objective. However, due to analytical barriers, comprehensive site-specific glycoprofiling is difficult to perform. To develop a platform to detect easily quantifiable, site-specific, disease-associated glycan alterations for clinical applications, we have adapted the multiple reaction monitoring mass spectrometry method for use in glycan biomarker research. The adaptations allow for highly precise site-specific glycan monitoring with minimum sample prep. Using this technique, we successfully mapped out the relative abundances of the most common 159 glycopeptides in the plasma of 97 healthy volunteers. This plasma glycome map revealed 796 significant (FDR < 0.05) site-specific inter-protein and intra-protein glycan associations, of which the vast majority were previously unknown. Since age and gender are relevant covariants in biomarker research, these variables were also characterized. 13 glycopeptides were found to be associated with gender and 41 to be associated with age. Using just five age-associated glycopeptides, a highly accurate age prediction model was constructed and validated (r(2) = 0.62 ± 0.12). The human plasma site-specific glycan map described herein has utility in applications ranging from glycan biomarker research and discovery to the development of novel glycan-altering interventions.
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spelling pubmed-75670942020-10-19 A site-specific map of the human plasma glycome and its age and gender-associated alterations Merleev, Alexander A. Park, Dayoung Xie, Yixuan Kailemia, Muchena J. Xu, Gege Ruhaak, L. Renee Kim, Kyoungmi Hong, Qiuting Li, Qiongyu Patel, Forum Wan, Yu-Jui Yvonne Marusina, Alina I. Adamopoulos, Iannis E. Lal, Nelvish N. Mitra, Anupum Le, Stephanie T. Shimoda, Michiko Luxardi, Guillaume Lebrilla, Carlito B. Maverakis, Emanual Sci Rep Article Alterations in the human glycome have been associated with cancer and autoimmunity. Thus, constructing a site-specific map of the human glycome for biomarker research and discovery has been a highly sought-after objective. However, due to analytical barriers, comprehensive site-specific glycoprofiling is difficult to perform. To develop a platform to detect easily quantifiable, site-specific, disease-associated glycan alterations for clinical applications, we have adapted the multiple reaction monitoring mass spectrometry method for use in glycan biomarker research. The adaptations allow for highly precise site-specific glycan monitoring with minimum sample prep. Using this technique, we successfully mapped out the relative abundances of the most common 159 glycopeptides in the plasma of 97 healthy volunteers. This plasma glycome map revealed 796 significant (FDR < 0.05) site-specific inter-protein and intra-protein glycan associations, of which the vast majority were previously unknown. Since age and gender are relevant covariants in biomarker research, these variables were also characterized. 13 glycopeptides were found to be associated with gender and 41 to be associated with age. Using just five age-associated glycopeptides, a highly accurate age prediction model was constructed and validated (r(2) = 0.62 ± 0.12). The human plasma site-specific glycan map described herein has utility in applications ranging from glycan biomarker research and discovery to the development of novel glycan-altering interventions. Nature Publishing Group UK 2020-10-15 /pmc/articles/PMC7567094/ /pubmed/33060657 http://dx.doi.org/10.1038/s41598-020-73588-x Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Merleev, Alexander A.
Park, Dayoung
Xie, Yixuan
Kailemia, Muchena J.
Xu, Gege
Ruhaak, L. Renee
Kim, Kyoungmi
Hong, Qiuting
Li, Qiongyu
Patel, Forum
Wan, Yu-Jui Yvonne
Marusina, Alina I.
Adamopoulos, Iannis E.
Lal, Nelvish N.
Mitra, Anupum
Le, Stephanie T.
Shimoda, Michiko
Luxardi, Guillaume
Lebrilla, Carlito B.
Maverakis, Emanual
A site-specific map of the human plasma glycome and its age and gender-associated alterations
title A site-specific map of the human plasma glycome and its age and gender-associated alterations
title_full A site-specific map of the human plasma glycome and its age and gender-associated alterations
title_fullStr A site-specific map of the human plasma glycome and its age and gender-associated alterations
title_full_unstemmed A site-specific map of the human plasma glycome and its age and gender-associated alterations
title_short A site-specific map of the human plasma glycome and its age and gender-associated alterations
title_sort site-specific map of the human plasma glycome and its age and gender-associated alterations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7567094/
https://www.ncbi.nlm.nih.gov/pubmed/33060657
http://dx.doi.org/10.1038/s41598-020-73588-x
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