Adebrelimab Injection (PD-L1) Combined With Short Course Radiotherapy and Chemotherapy for Neoadjuvant Therapy of Locally Advanced Rectal Cancer

Inclusion Criteria: 1. Sign written informed consent before implementing any experimental procedures; 2. Male or female, aged 18 or above and 85 or below; 3. Patients diagnosed with rectal adenocarcinoma through primary lesion biopsy and histopathological examination; 4. Patients with cT stage ≥ T3 or cN stage N1+, M0 or EMVI (+) or MRF (+) or suspected lateral lymph node metastasis (\>5mm) who are determined to be operable and require neoadjuvant therapy through imaging and colonoscopy examination. 5. According to imaging and colonoscopy examination, the main body of the patient's tumor is located ≤ 15cm away from the anal edge; 6. According to the criteria for evaluating the efficacy of solid tumors (RECIST version 1.1), there should be at least one measurable lesion on imaging; 7. The patient has not received any anti-tumor treatment in the past, including but not limited to surgery, radiotherapy, chemotherapy, immunotherapy, targeted therapy, etc; 8. ECOG score 0-1 points; 9. Adequate organ function, subjects must meet the following laboratory indicators: * In the past 14 days without using granulocyte colony-stimulating factor, the absolute neutrophil count (ANC) was ≥ 1.5x109/L. * Platelets ≥ 100 × 109/L without blood transfusion in the past 14 days. * Hemoglobin\>9g/dL in the past 14 days without blood transfusion or use of erythropoietin; * Total bilirubin ≤ 1.5 x upper limit of normal (ULN); * Aspartate transaminase (AST) and alanine transaminase (ALT) levels are ≤ 2.5 × ULN * Blood creatinine ≤ 1.5 × ULN and creatinine clearance rate (calculated using Cockcroft Gault formula) ≥ 60 ml/min; * Good coagulation function, defined as International Normalized Ratio (INR) or Prothrombin Time (PT) ≤ 1.5 times ULN; * Normal thyroid function is defined as thyroid stimulating hormone (TSH) within the normal range. If the baseline TSH exceeds the normal range, subjects with total T3 (or FT3) and FT4 within the normal range can also be enrolled; * The myocardial enzyme spectrum is within the normal range (simple laboratory abnormalities that are deemed clinically insignificant by the researchers are also allowed to be included) 10. For female subjects of childbearing age, a urine or serum pregnancy test with negative results should be conducted within 3 days prior to the first administration of the study drug (Day 1 of the first cycle). If the urine pregnancy test result cannot be confirmed as negative, a blood pregnancy test is required. Non childbearing women are defined as those who have been postmenopausal for at least one year or have undergone surgical sterilization or hysterectomy; If there is a risk of conception, all subjects (male or female) must use contraceptive measures with an annual failure rate of less than 1% throughout the entire treatment period until 120 days after the last administration of the study drug (or 180 days after the last administration of chemotherapy drug). Exclusion Criteria: 1. Patients diagnosed with other malignant tumors that have not been cured within 5 years before the first administration (excluding skin basal cell carcinoma, squamous cell carcinoma, and/or carcinoma in situ that has undergone radical resection); 2. Late stage rectal cancer patients with distant metastasis; 3. Currently participating in interventional clinical research treatment, or having received other research drugs or used research instruments for treatment within 4 weeks before the first administration; 4. Previously received the following therapies: anti-PD-1, anti-PD-L1, or anti-PD-L2 drugs, or drugs that stimulate or synergistically inhibit T cell receptors (such as CTLA-4, OX-40, CD137); 5. Have received systemic treatment of traditional Chinese patent medicines and simple preparations with anti-tumor indications or drugs with immunomodulatory effect within 2 weeks before the first administration; 6. Within 2 years prior to the first administration, there has been an active autoimmune disease requiring systemic treatment (such as the use of disease relieving drugs, corticosteroids, or immunosuppressants). Alternative therapies (such as thyroid hormone, insulin, or physiological glucocorticoids used for adrenal or pituitary insufficiency) are not considered systemic treatments; 7. Within 7 days prior to the first administration of the study, the individual was receiving systemic corticosteroid therapy (excluding topical corticosteroids via nasal spray, inhalation, or other routes) or any other form of immunosuppressive therapy;Note: Physiological doses of glucocorticoids (≤ 10 mg/day of prednisone or equivalent) are allowed to be used; 8. Known allogeneic organ transplantation (excluding corneal transplantation) or allogeneic hematopoietic stem cell transplantation; 9. Those who are known to be allergic to the active ingredients or excipients of the investigational drug Adabelimab and combination chemotherapy drugs; 10. Prior to commencing treatment, the individual has not fully recovered from any toxicity and/or complications caused by any intervention measures (i.e., ≤ grade 1 or baseline, excluding fatigue or hair loss); 11. Known history of human immunodeficiency virus (HIV) infection (i.e. HIV 1/2 antibody positive); 12. Untreated active hepatitis B (defined as HBsAg positive and HBV-DNA copy number detected is greater than the upper limit of normal value in the laboratory of the research center);Note: hepatitis B patients who meet the following criteria can also be included in the group: * Prior to the first administration, if the HBV viral load is less than 1000 copies/ml (200 IU/ml), subjects should receive anti HBV treatment throughout the entire study chemotherapy period to avoid viral reactivation * For subjects with anti HBc (+), HBsAg (-), anti HBs (-), and HBV viral load (-), prophylactic anti HBV treatment is not necessary, but close monitoring of viral reactivation is necessary 13. Active HCV infected subjects (HCV antib