Metastatic brain tumors present a formidable challenge in clinical oncology due to their heterogeneity and limited treatment options. This study aimed to introduce and assess the patient-derived tumor spheroid (PDTS) system as an innovative approach for precision drug testing in metastatic brain tumors. By replicating the brain tumor microenvironment ex vivo, our goal is to improve the selection of effective anticancer drugs tailored to individual patients. Using decellularized extracellular matrix (dECM) from adipose tissues, the PDTS system generated tumor spheroids from surgical tissue samples for drug testing. In preliminary data, 17 patients met the criteria for final analysis, which showed an overall 57% accuracy, with improvements to 73% accuracy when patients receiving certain treatments were excluded. This ex vivo model offers real-time results within three weeks, simultaneous testing of multiple drugs, and the ability to culture and store tumor cells for reproducibility. Despite limitations, such as the inability to simulate the blood‒brain barrier or study immune system interactions, the PDTS represents a valuable tool for precision medicine in metastatic brain tumors. Further research and refinement may lead to its integration into clinical practice, ultimately improving outcomes for patients with metastatic brain tumors.