The invention relates to the diagnosis, monitoring, prognosis, and / or prediction of cancer utilizing the detection or measurement of glycan-protein interactions, particularly glycan-antibody interactions. The invention relates to carbohydrate-containing molecules that are utilized in bioanalytical systems, methods and kits for detecting neoplasia and methods related thereto and based thereon. In an exemplary embodiment glycans or glycopolymers are carried in an array, on beads or in a microfluidic system for diagnostic screening for risk of neoplasia, the existence of neoplasia in a patient, or for treatment monitoring. In such an embodiment, the bioanalytic system identifies binding interactions between molecules in a patient test sample (e.g., glycan compositions) and the glycans or glycopolymers. The glycan-binding compositions may be used to generate an immune response against cancer cell epitopes. Alternatively, antibody therapeutics can be developed that are useful for binding to glycan compositions on a cell surface.