Inclusion Criteria:  Age ≥ 18 years, ≤75 years Histologically confirmed unresectable or metastatic stage colorectal cancer Known RAS activating mutation/wild type and BRAF wild type; Patients have not received systematic treatment for unresectable or metastatic colorectal cancer (those who have received adjuvant or neoadjuvant chemotherapy with one regimen and relapsed more than 12 months after the end of chemotherapy can be enrolled); At least one measurable disease according to RECIST 1.1 guidelines for solid tumors； BMI≥18； ECOG 0-1 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; Informed consent has been signed.  Exclusion Criteria:  Have received other systemic anti-tumor therapies within 2 weeks before recruited(eg.chemotherapy or radiotherapy, immunotherapy, biological or hormonal therapy, or any VEGFR inhibitor treatment); Known BRAF activating mutation systolic blood pressure > 140mmHg or diastolic blood pressure > 90mmHg regardless of any antihypertensive drugs; Or patients need more than two antihypertensive drugs; Clinically significant electrolyte abnormality; Proteinuria ≥ 2+ (1.0g/24hr); 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 National Cancer Institute Common Terminology Criteria for Adverse Events(NCI CTCAE v5.0) Grade of 0 or 1, except for alopecia and oxaliplatin induced neurotoxicity ≤ 2 , and the previous surgery did not recover completely; Have received other systemic anti-tumor therapies within 4 weeks before recruited; Clinical uncontrolled active infections, such as acute pneumonia and active hepatitis B / C (previous history of hepatitis B virus infection, whether drug controlled or not, HBV DNA ≥ 104) × Copy number or ≥ 2000 IU / ml); Dysphagia or known malabsorption of drugs; Active gastric and duodenal ulcer, ulcerative colitis or uncontrolled hemorrhage in GI; Have evidence or history of bleeding tendency within 2 months after enrollment, the researcher assessed that moderate or severe bleeding tendency was not suitable for enrollment; Stroke (including transient ischemic attack) occurred within 12 months before admission; 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); Pregnant or lactating women; Allergic to fruquintinib； History of immunodeficiency, including HIV positive, other acquired or congenital immunodeficiency diseases, or organ transplantation; Patients with acute myocardial infarction, severe / unstable angina pectoris or coronary artery bypass grafting within 6 months before admission; Or a history of arterial thrombosis or deep venous thrombosis; 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, Serious psychological or mental disorders that may affect the compliance study; Participating in other drug clinical trials within 4 weeks before recruited.