Zhang, Zejian and Cao, Zhen and Wang, Jinhui and Li, Zepeng and Wang, Tao and Xiang, Yang (2023) Serum protein N-glycome patterns reveal alterations associated with endometrial cancer and its phenotypes of differentiation. Frontiers in Endocrinology, 14. ISSN 1664-2392
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Abstract
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.
Item Type: | Article |
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Subjects: | Research Scholar Guardian > Mathematical Science |
Depositing User: | Unnamed user with email support@scholarguardian.com |
Date Deposited: | 15 Jul 2023 06:03 |
Last Modified: | 22 Nov 2023 05:10 |
URI: | http://science.sdpublishers.org/id/eprint/1297 |