BACKGROUND: Patient-derived tumor organoid culture has emerged as a preclinical model that has the potential to predict individual drug response. However, the predictive accuracy of patient-derived tumor organoid culture models for responses to chemotherapy regimens in stage IV colorectal cancer remains unknown. OBJECTIVE: The purpose of this study was to evaluate the predictive accuracy of the patient-derived tumor organoid culture model for responses to chemotherapy regimens in stage IV colorectal cancer. DESIGN: A pilot study was performed to define the half-maximal inhibitory concentration of the response to chemotherapy regimens in the patient-derived tumor organoid culture model. Then, a blinded study was performed to evaluate the predictive accuracy of the patient-derived tumor organoid culture model for responses to chemotherapy regimens. SETTINGS: Cancer samples were collected from patients with stage IV colorectal cancer at Nanfang Hospital of Southern Medical University in China. PATIENTS: In the pilot study, 30 patients were enrolled, and 43 samples were collected. In the blinded study, 71 patients were enrolled, and 96 samples were collected. INTERVENTION: Patient-derived tumor organoid culture and chemotherapy regimens were tested. MAIN OUTCOME MEASURES: The predictive accuracy of the patient-derived tumor organoid model for responses to chemotherapy regimens was measured. RESULTS: The median (range) time of organoid culture and drug testing was 9 days (range, 7-14 d). In the pilot study, 30 samples (69.77% [30/43]) were successfully cultured. The half-maximal inhibitory concentration of the chemotherapy response was 10 µmol/L according to clinical chemotherapy outcomes. In the blinded study, 77 samples (80.21% [77/96]) from 57 patients were successfully cultured. The sensitivity, specificity, and accuracy of the patient-derived tumor organoid model for predicting responses to chemotherapy regimens were 63.33%, 94.12%, and 79.69%. LIMITATIONS: This was a blinded study rather than a prospective randomized controlled study. CONCLUSIONS: The patient-derived tumor organoid culture model effectively predicts responses to existing chemotherapy regimens for individual patients. Video Abstract at http://links.lww.com/DCR/B511.