Glycans such as GP36 (tetraantennary, trisialylated A4G4S3), GP32, and GP22 were strongly associated with BMI and T2D-related traits, including FPG, HOMA-IR, and HbA1c, emphasizing their potential role in early diabetes pathophysiology. The gene discussed is PDPN; the disease is type 2 diabetes mellitus.