Inclusion Criteria:
1. The subjects were able to understand the informed consent form, voluntarily participated and signed the informed consent form;
2. On the day of signing the informed consent form, the subjects were aged between 18 and 75 years old, regardless of gender;
3. Pathological tissue diagnosis confirmed rectal adenocarcinoma (including signet ring cell carcinoma and mucinous adenocarcinoma);
4. The lower boundary of the lesion was within 15 cm from the anal verge;
5. The clinical stage was stage IV;
6. The genetic test results were KRAS or NRAS mutations, without BRAF V600 mutations, and the immunohistochemical results were pMMR;
7. The subjects had not received palliative drug treatment, or had received 1 cycle of FOLFOX/CAPOX and had not undergone tumor efficacy assessment;
8. According to the RECIST 1.1 standard, there was at least 1 measurable lesion or assessable lesion at the baseline;
9. The primary lesion existed and had not undergone radiotherapy previously;
10. The ECOG score was 0 or 1 (Appendix 4);
11. The expected survival period was ≥ 6 months;
12. Female subjects with fertility or male subjects whose partner had fertility agreed to adopt effective contraceptive measures starting from 7 days before the first administration until 120 days after the last administration (refer to Appendix 3);
13. The subjects were capable and willing to comply with the visit, treatment plan, laboratory tests and other research-related procedures stipulated in the research protocol;
14. Within 7 days before the first administration, they had good organ function
Exclusion Criteria:
(1) Subjects with untreated active brain metastases or meningeal metastases; if the brain metastases of the subject have been treated and the condition of the metastases is stable (brain imaging examination at least 4 weeks before the first administration shows stable lesions, and there are no new neurological symptoms or the neurological symptoms have recovered to baseline levels), and there is no evidence of new onset or enlargement of the metastases, they are allowed to be enrolled; (2) Have the following cardiovascular conditions:
1. Active coronary heart disease with angina pectoris or patients who need to take medication to prevent angina attacks;
2. NYHA II-IV grade chronic heart failure;
3. Uncontrolled hypertension after drug treatment (systolic blood pressure ≥ 150 mmHg or diastolic blood pressure ≥ 100 mmHg);
4. Major vascular diseases (such as aortic aneurysm, aortic dissection aneurysm, internal carotid artery stenosis);
5. Has had thromboembolic or cerebrovascular embolic events within 6 months. (3) Have the following digestive system diseases:
1\) Within 6 months, there has been abdominal fistula, gastrointestinal perforation or abdominal abscess or active gastrointestinal bleeding. If the perforation or fistula has been treated by resection or repair, and the disease has been judged by the investigator to have recovered or alleviated, it is allowed to be enrolled; 2) Have gastric, duodenal ulcers or ulcer malignancy, intestinal obstruction/obstruction with incomplete obstruction; 3) Have chronic enteritis and/or inflammatory bowel disease; (4) Have abnormal coagulation conditions:
1. Have bleeding (including hemoptysis) or coagulation disorders;
2. Are taking warfarin, aspirin (except for small doses of less than 100 mg per day), low molecular weight heparin and other antiplatelet aggregation Chinese and Western drugs.
(5) Within 28 days before the first administration or 5 half-lives (whichever is shorter, but at least 2 weeks) have received any other interventional clinical trials or received other anti-tumor treatment for the purpose of alleviating symptoms of bone metastases is allowed; (6) Within 28 days before the first administration have received major surgical treatment (such as major surgeries through the abdomen or thorax; excluding drainage, diagnostic punctures or peripheral vascular access replacement surgeries); (7) Within 14 days before the first administration need to receive continuous 7 days of systemic corticosteroid treatment (≥ 10 mg/day prednisone, or equivalent other corticosteroids) or immunosuppressant treatment; except for inhalation or local application of corticosteroids, or receiving physiological replacement doses of corticosteroids due to adrenal insufficiency; allowed for short-term (≤ 7 days) corticosteroids for prevention (for example, contrast agent allergy) or treatment of non-autoimmune diseases (for example, delayed-type hypersensitivity reaction caused by exposure to allergens); (8) Within 28 days before the first administration have received live vaccines (including attenuated live vaccines); (9) Have interstitial lung disease, or have a history of non-infectious pneumonia requiring oral or intravenous administration of glucocorticoids; (10) Within 2 years before the start of the study treatment need systemic treatment for active autoimmune diseases, or the investigator judges that there is a possibility of recurrence or planned treatment for autoimmune diseases. The following are excluded: a) Skin diseases that do not require systemic treatment (such as: vitiligo, alopecia, psoriasis or eczema); b) Hypothyroidism caused by autoimmune thyroiditis, only requiring stable doses of hormone replacement therapy; c) Type I diabetes that only requires stable doses of insulin replacement therapy; d) Childhood asthma has completely resolved, and no intervention is needed after adulthood; e) The investigator judges that the disease will not recur without external triggering factors. (11) Within 5 years prior to the first administration, having another malignant tumor, except for cured skin squamous cell carcinoma, basal cell carcinoma, non-invasive bladder cancer, localized low-risk prostate cancer (defined as stage ≤ T2a, Gleason score ≤ 6, and PSA ≤ 10 ng/mL at the time of prostate cancer diagnosis (if measured), patients who have received radical treatment and have no biochemical recurrence of prostate-specific antigen (PSA)), and in situ cervical/breast cancer; (12) Having uncontrolled comorbidities, including but not limited to the following conditions: a) Active HBV or HCV infection; b) Subjects with positive HBsAg and/or HCV antibody during the screening period, must undergo HBV DNA and/or HCV RNA testing. Subjects with HBV DNA ≤ 500 IU/mL (or ≤ 2000 copies/mL) and/or negative HCV RNA can be enrolled; during the trial, the study investigator decides to monitor HBV DNA based on the subject's condition; c) Known HIV infection or AIDS history; d) Active tuberculosis; e) Active infection or systemic use of anti-infective drugs for more than 1 week before the first administration of this study and within 28 days before the first administration; fever of unknown origin occurred within 2 weeks before administration; f) Uncontrolled hypertension (resting blood pressure ≥ 160/100 mmHg), symptomatic heart dysfunction (NYHA II-IV), unstable angina pectoris or myocardial infarction within 6 months, or QTc prolongation or risk of arrhythmia (baseline QTc \> 470 msec corrected by Fridericia method, refractory hypokalemia, long QT syndrome, resting heart rate \> 100 bpm atrial fibrillation or severe valvular heart disease); g) Active bleeding that cannot be controlled by medical treatment; (13) Toxicity from previous anti-tumor therapy has not recovered to CTCAE ≤ 1 grade (NCI-CTCAE v5.0) or baseline level, except alopecia, skin pigmentation (allowing any grade), and immune-related adverse reactions that require physiological dose substitution (such as hypothyroidism, pituitary insufficiency, type I diabetes, etc.); (14) Previous history of allogeneic bone marrow or organ transplantation; (15) Previous history of allergic reactions to antibody drugs, hypersensitivity reactions, or intolerance (such as severe allergic reactions, immune-mediated liver toxicity, immune-mediated thrombocytopenia or anemia); (16) Pregnant and/or lactating women; (17) Other situations that the investigator considers to affect the safety or compliance of the treatment with the study drug, including but not limited to moderate to large pleural/abdominal effusion/pericardial effusion, refractory pleural/abdominal effusion/pericardial effusion, intestinal obstruction or subacute intestinal obstruction, mental disorders, etc.; (18) Previous treatment with immune checkpoint blockers or T-cell co-stimulation drugs, including but not limited to immune checkpoint blockers such as PD-1, PD-L1, CTLA4, LAG3, etc., therapeutic vaccines, etc.