Summary
This phase I trial studies the best dose and side effects of cabozantinib when given in combination with isotretinoin in treating children with solid tumors that have come back (relapsed) or do not respond to treatment (refractory). Cabozantinib may stop the growth of tumor cells by blocking some of the enzymes needed for cell growth. Isotretinoin is a drug closely related to vitamin A and it may to help stop the growth and spread of tumor cells. Giving cabozantinib and isotretinoin may work better at treating solid tumors.