Background: Women with triple negative breast cancers (TNBCs) have a poor prognosis due to lack of suitable targeted therapies. Changes in the protein glycosylation are increasingly being recognized as an important modification associated with cancer etiology. Methods: In an attempt to identify TNBC biomarkers with greater diagnostic and prognostic capabilities, hydrazide- based chemistry method combined with LC-MS/MS were used to purify and identify N-linked glycopeptides or glycoproteins of tissues from TNBC patients. Results: A total of 550 unique N-linked glycoproteins were identified, among these proteins, 72 unique N-linked glycoproteins were significantly regulated in tumor tissues, of which 56 proteins were upregulated and 16 proteins were downregulated. To assess the validity of the results, three selected proteins including Vascular endothelial growth factor receptor 1, Insulin receptor, Tissue factor pathway inhibitor were selected for western blot analysis, and these proteins were found as potential biomarkers of TNBC. The top three pathways of differentially expressed glycoproteins participated in were caveolar-mediated endocytosis signaling, agrin interactions at neuromuscular junction and LXR/RXR activation. Conclusion: This work provides potential glycoprotein markers to function as a novel tissue-based biomarker for TNBC.