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Patients with Barcelona Clinic Liver Cancer Stage C (BCLC-C) hepatocellular carcinoma (HCC) can be markedly heterogeneous with varying prognosis. This study aims to establish a new subclassification system for BCLC-C HCC to better predict overall survival (OS) and to tailor therapy. We retrospectively studied 1856 BCLC-C HCC patients between 2006 and 2017 from E-Da Hospital, Taiwan (n = 622, training cohort), Kaohsiung Medical University Hospital, Taiwan (n = 774, Taiwan validation cohort), and Stanford University Medical Center and Ma