In this review, we comprehensively reviewed the current development of medical treatment in terms of distinct treatment settings (palliative treatment for advanced/metastatic GIST, adjuvant treatment for high-risk GIST, and neoadjuvant treatment for locally advanced GIST) and molecular profiling (KIT, PDGRFA, and WT). This evidence concerns the gene KIT and gastrointestinal stromal tumor.