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Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation
BACKGROUND: Aberrant N-glycosylation and its involvement in pathogenesis have been reported in endometrial cancer (EC). Nevertheless, the serum N-glycomic signature of EC remains unknown. Here, we investigated serum N-glycome patterns of EC to identify candidate biomarkers. METHODS: This study enrol...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10331720/ https://www.ncbi.nlm.nih.gov/pubmed/37435486 http://dx.doi.org/10.3389/fendo.2023.1157487 |
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author | Zhang, Zejian Cao, Zhen Wang, Jinhui Li, Zepeng Wang, Tao Xiang, Yang |
author_facet | Zhang, Zejian Cao, Zhen Wang, Jinhui Li, Zepeng Wang, Tao Xiang, Yang |
author_sort | Zhang, Zejian |
collection | PubMed |
description | BACKGROUND: Aberrant N-glycosylation and its involvement in pathogenesis have been reported in endometrial cancer (EC). Nevertheless, the serum N-glycomic signature of EC remains unknown. Here, we investigated serum N-glycome patterns of EC to identify candidate biomarkers. METHODS: This study enrolled 34 untreated EC patients and 34 matched healthy controls (HC) from Peking Union Medical College Hospital. State-of-the-art MS-based methods were employed for N-glycans profiling. Multivariate and univariate statistical analyses were used to identify discriminative N-glycans driving classification. Receiver operating characteristic analyses were performed to evaluate classification accuracy. RESULTS: EC patients displayed distinct differences in serum N-glycome and had abnormal high-mannose and hybrid-type N-glycans, fucosylation, galactosylation, and linkage‐specific sialylation compared with HC. The glycan panel built with the four most discriminative and biologically important derived N-glycan traits could accurately identify EC (random forest model, the area under the curve [AUC]=0.993 [95%CI 0.955-1]). The performance was validated by two other models. Total hybrid-type N-glycans significantly associated with the differentiation types of EC could effectively stratify EC into well- or poorly-differentiated subgroups (AUC>0.8). CONCLUSION: This study provides the initial evidence supporting the utility of serum N-glycomic signature as potential markers for the diagnosis and phenotyping of EC. |
format | Online Article Text |
id | pubmed-10331720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103317202023-07-11 Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation Zhang, Zejian Cao, Zhen Wang, Jinhui Li, Zepeng Wang, Tao Xiang, Yang Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Aberrant N-glycosylation and its involvement in pathogenesis have been reported in endometrial cancer (EC). Nevertheless, the serum N-glycomic signature of EC remains unknown. Here, we investigated serum N-glycome patterns of EC to identify candidate biomarkers. METHODS: This study enrolled 34 untreated EC patients and 34 matched healthy controls (HC) from Peking Union Medical College Hospital. State-of-the-art MS-based methods were employed for N-glycans profiling. Multivariate and univariate statistical analyses were used to identify discriminative N-glycans driving classification. Receiver operating characteristic analyses were performed to evaluate classification accuracy. RESULTS: EC patients displayed distinct differences in serum N-glycome and had abnormal high-mannose and hybrid-type N-glycans, fucosylation, galactosylation, and linkage‐specific sialylation compared with HC. The glycan panel built with the four most discriminative and biologically important derived N-glycan traits could accurately identify EC (random forest model, the area under the curve [AUC]=0.993 [95%CI 0.955-1]). The performance was validated by two other models. Total hybrid-type N-glycans significantly associated with the differentiation types of EC could effectively stratify EC into well- or poorly-differentiated subgroups (AUC>0.8). CONCLUSION: This study provides the initial evidence supporting the utility of serum N-glycomic signature as potential markers for the diagnosis and phenotyping of EC. Frontiers Media S.A. 2023-06-26 /pmc/articles/PMC10331720/ /pubmed/37435486 http://dx.doi.org/10.3389/fendo.2023.1157487 Text en Copyright © 2023 Zhang, Cao, Wang, Li, Wang and Xiang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Zhang, Zejian Cao, Zhen Wang, Jinhui Li, Zepeng Wang, Tao Xiang, Yang Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation |
title | Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation |
title_full | Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation |
title_fullStr | Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation |
title_full_unstemmed | Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation |
title_short | Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation |
title_sort | serum protein n-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10331720/ https://www.ncbi.nlm.nih.gov/pubmed/37435486 http://dx.doi.org/10.3389/fendo.2023.1157487 |
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