FGFR3-TACC3 (F3-T3) gene fusions are regarded as a "low hanging fruit" paradigm for precision therapy in human glioblastoma (GBM). Small molecules designed to target the kinase in FGFR currently serve as one form of potential treatment but cause off-target effects and toxicity. Here, CRISPR-Cas13a, which is known to directly suppress gene expression at the transcriptional level and induce a collateral effect in eukaryotes, was leveraged as a possible precision therapy in cancer cells harboring F3-T3 fusion genes. A library consisting of crRNAs targeting the junction site of F3-T3 was designed, and an in silico simulation scheme was created to select the optimal crRNA candidates. An optimal crRNA, crRNA1, showed efficiency and specificity in inducing the collateral effect in only U87 cells expressing F3-T3 (U87-F3-T3). Expression profiles obtained with microarray analysis were consistent with induction of the collateral effect by the CRISPR-Cas13a system. Tumor cell proliferation and colony formation were decreased in U87-F3-T3 cells expressing the Cas13a-based tool, and tumor growth was suppressed in an orthotopic tumor model in mice. These find-ings demonstrate that the CRISPR-Cas13a system induces the collateral damage effect in cancer cells and provides a viable strategy for precision tumor therapy based on the customized design of a CRISPR-Cas13a-based tool against F3-T3 fusion genes.