1. Diagnosing and staging epithelial ovarian cancer by serum glycoproteomic profiling.
- Author
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Dhar C, Ramachandran P, Xu G, Pickering C, Čaval T, Wong M, Rice R, Zhou B, Srinivasan A, Aiyetan P, Chu CW, Moser K, Herzog TJ, Olawaiye AB, Jacob F, Serie D, Lindpaintner K, and Schwarz F
- Subjects
- Humans, Female, Middle Aged, Aged, Glycosylation, Adult, Glycopeptides blood, Neoplasms, Glandular and Epithelial blood, Neoplasms, Glandular and Epithelial diagnosis, Neoplasms, Glandular and Epithelial pathology, Glycoproteins blood, Case-Control Studies, Sensitivity and Specificity, Ovarian Neoplasms blood, Ovarian Neoplasms diagnosis, Ovarian Neoplasms pathology, Carcinoma, Ovarian Epithelial blood, Carcinoma, Ovarian Epithelial diagnosis, Carcinoma, Ovarian Epithelial pathology, Biomarkers, Tumor blood, Proteomics methods, Neoplasm Staging
- Abstract
Background: There is a need for diagnostic tests for screening, triaging and staging of epithelial ovarian cancer (EOC). Glycoproteomics of blood samples has shown promise for biomarker discovery., Methods: We applied glycoproteomics to serum of people with EOC or benign pelvic masses and healthy controls. A total of 653 analytes were quantified and assessed in multivariable models, which were tested in an independent cohort. Additionally, we analyzed glycosylation patterns in serum markers and in tissues., Results: We identified a biomarker panel that distinguished benign lesions from EOC with sensitivity and specificity of 83.5% and 90.1% in the training set, and of 86.7 and 86.7% in the test set, respectively. ROC analysis demonstrated strong performance across a range of cutoffs. Fucosylated multi-antennary glycopeptide markers were higher in late-stage than in early-stage EOC. A comparable pattern was found in late-stage EOC tissues., Conclusions: Blood glycopeptide biomarkers have the potential to distinguish benign from malignant pelvic masses, and early- from late-stage EOC. Glycosylation of circulating and tumor tissue proteins may be related. This study supports the hypothesis that blood glycoproteomic profiling can be used for EOC diagnosis and staging and it warrants further clinical evaluation., (© 2024. The Author(s), under exclusive licence to Springer Nature Limited.)
- Published
- 2024
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