Marsdenoside F is primarily studied for its potential anti-inflammatory and immunomodulatory effects. It has shown activity in inhibiting pro-inflammatory cytokines, making it a candidate for research in autoimmune and chronic inflammatory diseases. Preliminary studies suggest it may also possess antiviral properties, particularly in modulating host cell responses to viral infection. Due to its natural origin and structural complexity, it serves as a lead compound in the development of derivatives for therapeutic use. Current applications remain in the preclinical research phase, focusing on pharmacological screening and mechanism validation.