A cell preparation for treating brain tumors used in combination with a prodrug that is converted to 5-fluorouracil by cytosine deaminase, wherein the cell preparation comprises neural stem cells derived from pluripotent stem cells having a cytosine deaminase gene and a uracil phosphoribosyltransferase gene is provided to establish new means for treating brain tumors.