Dual-layer N-glycoproteomics enhances resolution of serum glycosylation signatures in type 2 diabetes mellitus complicated with coronary heart disease.
An integrated dual-layer N-glycoproteomic strategy combining site-specific N-glycosylation profiling with intact N-glycopeptide analysis revealed extensive glycoproteome remodeling in T2DM complicated with coronary heart disease, characterized by increased microheterogeneity driven by altered sialylation and fucosylation.
Key Findings
Results
The dual-layer N-glycoproteomic strategy generated high-coverage glycosylation data from serum samples across four clinical groups.
Serum samples were collected from healthy controls (n=43), T2DM (n=39), CHD (n=37), and T2DM&CHD (n=46).
The site-specific N-glycosylation profiling layer generated 497 N-glycosites from 781 site-specific N-glycopeptides.
The intact N-glycopeptide analysis layer generated 133 N-glycosites from 341 intact N-glycopeptides.
The two analytical layers demonstrated complementary breadth and depth when integrated.
Results
T2DM complicated with CHD exhibited extensive glycoproteome remodeling characterized by increased microheterogeneity.
The remodeling in T2DM&CHD was driven by altered sialylation and fucosylation patterns.
The integrated dual-layer analysis was required to fully resolve these glycan-level changes.
Microheterogeneity refers to multiple distinct glycan structures occupying the same glycosylation site.
Results
Site-specific changes in apolipoprotein B showed stage-dependent patterns associated with lipid dysregulation and vascular injury.
Specific glycosylation changes were identified at apolipoprotein B sites N185, N1523, N2239, and N3411.
These changes exhibited stage-dependent patterns across the disease groups studied (healthy controls, T2DM, CHD, T2DM&CHD).
The site-specific changes were associated with lipid dysregulation and vascular injury.
Results
Functional enrichment analysis indicated that T2DM amplifies inflammation-related glycosylation disturbances that predispose to cardiovascular complications.
Enrichment analysis was applied to differentially glycosylated proteins identified across disease groups.
T2DM-associated glycosylation disturbances were linked to inflammatory pathways.
These disturbances were interpreted as predisposing factors for subsequent cardiovascular complications.
Results
Correlation between glycoproteome changes and glycosyltransferase expression underscored the regulatory relevance of glycan biosynthesis.
Glycosyltransferase expression data were correlated with observed glycosylation alterations.
The correlation supported a biosynthetic regulatory basis for the observed glycoproteome remodeling.
This analysis linked upstream enzymatic regulation to the downstream glycan structural changes detected in patient serum.
Methods
The dual-layer strategy demonstrated that integrating site-specific and intact N-glycopeptide analyses provides complementary information not achievable by either approach alone.
Site-specific profiling provided high coverage of glycosylation sites (497 N-glycosites).
Intact N-glycopeptide analysis preserved glycan features to resolve glycan composition (341 intact N-glycopeptides from 133 N-glycosites).
The strategy was described as an 'extendable analytical framework for comprehensive serum glycoproteome characterization.'
Zhang H, Chen J, Chen Y, Yang Z, Yang Q, Ye B, et al.. (2026). Dual-layer N-glycoproteomics enhances resolution of serum glycosylation signatures in type 2 diabetes mellitus complicated with coronary heart disease.. Analytica chimica acta. https://doi.org/10.1016/j.aca.2026.345316