Methods and compositions are provided for treating an individual having cancer. Aspects of the methods include administering to the individual an inhibitor of a non-canonical Notch signaling pathway gene in an amount effective to treat the cancer. Also provided are reagents, devices and kits thereof that find use in practicing the subject methods.