The present invention relates to a method of treating gastrointestinal stromal tumors (GIST), especially GIST, which is progressing after imatinib therapy or after imatinib and sunitinib therapy, using a combination comprising (a) a c-kit inhibitor and (b) a dual KIT inhibitor and FGFR inhibitor or FGFR inhibitor.