Surufatinib With or Wothout Immunotherapy for Advanced Colorectal Cancer in Later Line

Inclusion Criteria: * Informed consent has been signed； * Age ≥ 18 years, ≤80 years； * Histologically confirmed advanced colorectal cancer； * Patients have to received at least a second-line standard therapy or cannot tolerate other treatments, and have previously failed anti-angiogenic TKIs therapy(including but not limited to: fruquintinib/regorafenib/anlotinib) / apatinib, and are resistant to treatment, disease progression, intolerable toxicity or no continued benefit as assessed by investigator after therapy)； * ECOG 0-2； * Life expectancy ≥ 12 weeks * Patients must have adequate organ function； * Women of childbearing age must have a negative pregnancy test within the first day of the study, and contraceptive methods should be taken during the study until 6 months after the last administration. Exclusion Criteria: * Have previously received surufatinib or immunotherapy; * Have received other systemic anti-tumor therapies within 2 weeks(eg.chemotherapy or radiotherapy, immunotherapy, targeted therapy, and traditional Chinese medicine therapy); * Participating in other drug clinical trials within 4 weeks before recruited; * Have received major surgery within 4 weeks; * Patients had other malignant tumors in the past 5 years or at the same time (except for the cured skin basal cell carcinoma and cervical carcinoma in situ); * Pleural effusion or ascites causing relevant clinical symptoms , including respiratory syndrome (dyspnea≥CTC AE grade 2)； * Clinically significant electrolyte abnormality； * Systolic blood pressure ≥ 160mmHg or diastolic blood pressure ≥ 90mmHg regardless of any antihypertensive drugs； * Patient currently has any disease or condition that affects drug absorption, or the patient cannot take surufatinib orally； * Active gastric and duodenal ulcer, ulcerative colitis or uncontrolled hemorrhage in GI； * Have evidence or history of bleeding tendency within 3 months or thromboembolic events within 12 months before enrollment; * Clinically significant cardiovascular disease; * Active or uncontrolled serious infection (≥CTCAE grade 2 infection); * Clinical uncontrolled active infections, including human immunodeficiency virus (HIV) infection, active hepatitis B / C (HBV DNA Positive\[1×104 copies/mL or \>2000 IU/ml\], HCV RNA positive\[\>1×103 copies/mL\]); * Patients have untreated central nervous system metastasis； * Patients have not recovered from all toxicities associated with prior anti-tumor therapy ,to acceptable baseline status, or a NCI CTCAE v5.0 Grade of 0 or 1, except for alopecia, lymphopenia, and neurotoxicity of grade ≤2 due to chemotherapeutic drugs; * Pregnant or lactating women; * Have received blood transfusion therapy, blood products and hematopoietic factors within 14 days; * Proteinuria ≥ 2+ (1.0g/24hr); * There are concomitant diseases (such as severe hypertension, diabetes, thyroid disease, active infection, etc.) that seriously endanger the safety of patients or affect the completion of the study, or any laboratory abnormalities that are not suitable for participating in the clinical trial according to the judgment of the researcher.