Hand-Foot Syndrome is commonly associated with chemotherapeutic agents such as Capecitabine, Doxorubicin, and Sunitinib. These drugs are used to treat a variety of cancers, including breast cancer, colorectal cancer, and certain types of leukemia and lymphoma. Targeted therapies and some biological agents can also cause this syndrome.