This large, prospective, noninterventional study assessed the efficacy and safety of sorafenib in patients with advanced renal cell carcinoma (RCC) in a clinical practice setting. Sorafenib was generally well tolerated, with no unexpected adverse events observed, and provided clinical benefit in this diverse patient population. Background: Patients with advanced renal cell carcinoma in routine clinical practice can differ considerably from those in phase III studies. Patients and Methods: PREDICT (Patient characteristics in REnal cell carcinoma and Daily practICe Treatment with sorafenib) was a prospective, noninterventional study of open-label sorafenib for the treatment of advanced RCC conducted in 18 countries. Patient characteristics, therapy duration, tumor status, and tolerability were assessed at baseline and during routine follow-up. Results: Overall, 2599 patients were evaluable for safety and 2311 for efficacy. The diverse population included patients with brain metastases (5%), non-clear-cell histologies (17%), high Memorial Sloan-Kettering Cancer Center risk score (11%), poor Eastern Cooperative Oncology Group performance status (PS ! 2, 29%), and patients with no previous nephrectomy (16%) or no previous systemic therapy (37%). The median duration of sorafenib therapy was 7.3 months and was similar in clinically relevant subgroups (eg, patients with PS 2, brain metastases, or concomitant hypertension or diabetes [range, 6.7-7.0 months]). The median duration of therapy was shorter for patients with PS 3 or non-clear-cell histologies (4.6 and 4.8 months, respectively). The most common drug-related adverse events were handefoot skin reaction (20%), diarrhea (17%), and rash (8%). Conclusion: Sorafenib was generally well tolerated and provided clinical benefit in a large, diverse population of patients with advanced RCC treated in routine clinical practice.