Objectives: This pilot network meta-analysis (NMA) aimed to assess the comparative risk of hematologic malignancies—including lymphoma, leukemia, and myeloma—associated with various GLP-1 receptor agonists and SGLT2 inhibitors. The gene discussed is SLC5A2; the disease is hematologic disorder.