Inclusion Criteria:  Histologically or cytologically confirmed hepatocellular carcinoma Patients with at least one measurable lesion Resectable primary lesion, PVTTⅡ-Ⅲtype No previous treatment for hepatocellular carcinoma Eastern Cooperative Oncology Group(ECOG): Performance Status(PS)score 0-1 Child-Pugh score A Expected survival ≥ 3 months Baseline blood routine and blood biochemical indicators should meet the following criteria:  hemoglobin ≥ 90 g/L, absolute neutrophil count ≥ 1.5 × 10 ^/L, platelet count ≥ 75 × 10 ^/L aspartate or alanine aminotransferase 5 times the upper limit of normal (ULN), alkaline phosphatase ≤ 2.5 times the ULN, serum albumin ≥ 30 g/L; serum creatinine 1.5 times the ULN; international normalized ratio (INR)) ≤ 2 or prothrombin time (PT) more than the upper limit of normal range ≤ 6 seconds  Appropriate to participate in this trial as assessed by the investigator before entering the study Male and female subjects of childbearing potential must agree to use an effective method of contraception throughout the study Signed informed consent.  Exclusion Criteria:  Imaging showed distant metastasis Previous treatment with other effective regimens (including surgery, radiotherapy, systemic therapy, etc.) Previous allergic reactions to the same kind of drugs Pregnant or lactating patients Active hepatitis B or C (hepatitis B: HBsAg positive and Hepatitis B (HBV )DNA ≥ 1*10^4 IU/ml; hepatitis C: hepatitis C virus (HCV) antibody and HCV RNA positive, requiring simultaneous antiviral therapy) Pericardial effusion, uncontrolled pleural effusion or clinically severe ascites at screening History of interstitial lung disease, pneumonitis, or uncontrolled systemic disease, including diabetes, hypertension, pulmonary fibrosis, acute lung disease Suffering from severe cardiovascular disease within 12 months before screening, such as symptomatic coronary heart disease,≥II congestive heart failure, uncontrolled arrhythmia, infarction, etc Any active immunodeficiency or autoimmune disease at screening and/or any history of immunodeficiency or autoimmune disease that may recur (such as hypothyroidism or hyperthyroidism, interstitial pneumonia, enteritis, hepatitis, hypophysitis, vasculitis, myocarditis, etc.) Use of steroids or other systemic immunosuppressive therapy 14 days before enrollment; use of steroids or other systemic immunosuppressive therapy Patients with other previous malignancies that are not cured; Patients with other previous malignancies that are not cured Immunocompromised patients, such as immunocompromised patients, such as human immunodeficiency virus (HIV) positive; positive With uncontrollable psychosis; With uncontrollable psychosis Other factors make the investigators think it is inappropriate to participate in this trial.