Described herein are methods for treating chemotherapy-induced peripheral neuropathy, or human immunodeficiency virus-associated sensory neuropathy, or symptoms thereof, comprising administering to an individual in need thereof a therapeutically effective amount of a cystathionine-γ-lyase (CSE) inhibitor. Also described herein are methods for using such CSE inhibitors in combination with other compounds.