Winterbottom's sign is a characteristic sign of African trypanosomiasis (sleeping sickness), where swelling of the posterior cervical lymph nodes (often bilateral) occurs. It is a prominent feature of the disease, caused by the parasitic infection transmitted by the tsetse fly.