Study of Cadonilimab (AK104) Plus Eribulin vs. Eribulin Monotherapy for Recurrent or Metastatic Triple-negative Breast Cancer

Inclusion Criteria: 1. Able to understand and voluntarily sign a written informed consent form, which must be signed before the designated research procedures required for the study are carried out. 2. Age at the time of signing the Informed Consent Form (ICF) is ≥ 18 years old and ≤ 75 years old, both male and female. 3. The Eastern Cancer Collaborative Organization (ECOG) has a physical fitness score of 0 or 1. 4. The expected survival period is ≥ 3 months. 5. Recurrent or metastatic incurable triple negative breast cancer confirmed by histology and/or cytology. 6. Having received ≤ 2-line systematic treatment for recurrent or metastatic diseases, including: ① untreated after recurrence or metastasis, but receiving paclitaxel and anthracycline drugs within 12 months before recurrence or metastasis (including neoadjuvant treatment stage and adjuvant treatment stage), Or ② After recurrence or metastasis, the subject has received 1-2 lines of treatment (including at least one anthracycline and one paclitaxel in the previous adjuvant treatment stage, neoadjuvant treatment stage, or treatment after recurrence/metastasis). 7. According to the RECIST v1.1 standard, there is at least one measurable tumor lesion. Agree to provide archived or freshly obtained tumor tissue samples (formalin fixed paraffin embedded \[FFPE\] tissue wax blocks or at least 5 unstained tumor tissue slice samples) to confirm PD-L1 expression. 8. The time interval between the last treatment: (a) If the last treatment is targeted therapy such as Olaparib, the interval should be ≥ 2 weeks; (b) If the last treatment is chemotherapy, an interval of ≥ 4 weeks is required. 9. Having good organ function: 1. Blood routine examination (no blood components or cell growth factors were used to support treatment within the first 2 weeks of randomization): Absolute neutrophil count (ANC) ≥ 1.5 × 10\^9/L; · Platelet count ≥ 100 × 10\^9/L; Hemoglobin ≥ 9.0g/dL. 2. Kidney: Creatinine \< 1.5 × ULN, or creatinine clearance rate \* (CrCl) calculated value ≥ 50mL/min; \*The Cockcroft Fault formula will be used to calculate CrCl: CrCL (mL/min)={(140 age) × Body weight (kg) × F} /(SCr (mg/dL) × 72) Among them: F=1 for males and F=0.85 for females; SCr=serum creatinine. Urinary protein\<2+or 24-hour urine protein quantification\<1.0g. 3. Liver: Serum total bilirubin (TBiL) ≤ 1.5 × ULN; AST and ALT ≤ 2.5 × ULN (AST and ALT ≤ 5 for subjects with liver metastasis) × ULN, but not accompanied by elevated bilirubin); Serum albumin (ALB) ≥ 28g/L. 4. Coagulation function: International standardized ratio (INR) and activated partial thromboplastin time (APTT) ≤ 1.5 × ULN 10. Female subjects with fertility must undergo a serum pregnancy test within 72 hours before the first medication, and the result should be negative. If a female subject with fertility engages in sexual activity with an unsterilized male partner, the subject must adopt an acceptable contraceptive method starting from screening and must agree to continue using the contraceptive method for 120 days after the last dose of the study drug; Periodic abstinence and safe period contraception are unacceptable contraceptive methods. Whether to stop contraception after this time point should be discussed with researchers. 1. Women with fertility refer to those who have not undergone surgical sterilization (i.e. bilateral fallopian tube ligation, bilateral oophorectomy, or total hysterectomy) or those who have not undergone menopause (defined as those who have ceased menstruation for at least 12 consecutive months without alternative medical reasons, and whose serum follicle stimulating hormone levels are within the laboratory reference range of postmenopausal women); 2. An efficient contraceptive method refers to a contraceptive method with a low failure rate (such as less than 1% per year) under continuous and correct use. Not all contraceptive methods are efficient. In addition to barrier contraception, female subjects with fertility can also use hormonal contraception (such as birth control pills), intrauterine device contraception, etc. to ensure that pregnancy does not occur. Exclusion Criteria: 1. human epidermal growth factor receptor 2 (HER2) is positive and/or hormone receptor is positive. 2. Previously received treatment with PD-1 monoclonal antibody, PD-L1 monoclonal antibody, or CTLA-4 monoclonal antibody. 3. Received systematic anti-tumor therapy within the first 4 weeks of randomization, including chemotherapy, radiation therapy, immunotherapy, targeted therapy (small molecule targeted therapy within the first 2 weeks of randomization), biological agent therapy, etc; Palliative local treatment within the first 2 weeks of randomization; Received systemic non-specific immunomodulatory therapy (such as interleukin, interferon, thymosin, etc.) within the first 2 weeks of randomization; In the first 2 weeks of randomization, they received Chinese herbal medicine or traditional Chinese patent medicines and simple preparations with anti-tumor indications. 4. Currently participating in another clinical study, unless it is an observational, non-interventional clinical study, or a follow-up period of an intervention study. 5. Have active or untreated brain metastases, meningeal metastases, spinal cord compression, or leptomeningeal diseases. However, participants who meet the following requirements and have measurable lesions outside the central nervous system are allowed to be enrolled: asymptomatic after treatment, imageologically stable for at least 4 weeks before the start of study treatment (if there are no new or expanded brain metastases), and have stopped systemic glucocorticoid and anticonvulsant drug treatment for at least 2 weeks. 6. Have clinical symptoms of pleural effusion, pericardial effusion, or pleural/ascites that require frequent drainage (≥ once per month). 7. Active autoimmune diseases that require systematic treatment within the first 2 years of randomization, or autoimmune diseases that the researcher determines may recur or plan treatment. Except for the following: 1. Skin diseases that do not require systematic treatment (such as vitiligo, alopecia, psoriasis, or eczema); 2. Hypothyroidism caused by autoimmune thyroiditis requires only stable doses of hormone replacement therapy; 3. Type I diabetes requiring only a stable dose of insulin replacement therapy; 4. Childhood asthma has completely relieved, and no intervention is required in adulthood; 5. Researchers have determined that the disease will not recur without external triggering factors. 8. Any of the following cardiovascular or cerebrovascular diseases or risk factors: 1. Myocardial infarction, unstable angina, cerebrovascular accident, transient ischemic attack, acute or persistent myocardial ischemia, symptomatic heart failure (grade 2 or above according to the New York Heart Association functional classification), symptomatic or poorly controlled arrhythmia, or any arterial thromboembolism event occurred within the first 6 months of randomization. 2. A history of deep vein thrombosis, pulmonary embolism, or other severe thromboembolism within the first 3 months of randomization. 3. Have major vascular diseases such as aortic aneurysm, aortic dissection aneurysm, internal carotid artery stenosis that may endanger life or require surgery within 6 months. 4. Previous history of myocarditis and cardiomyopathy. 5. Left ventricular ejection fraction (LVEF)\<50%. 9. Toxicity that has not been alleviated by previous anti-tumor therapy is defined as failure to regress to the National Cancer Institute Adverse Event General Terminology Standard (NCICTCAE v5.0) level 0 or 1, or the level specified in the inclusion/exclusion criteria, except for hair loss/pigmentation. Subjects who have experienced ≥ 3 levels of immune related toxicity during previous treatment with immune checkpoint inhibitors are not allowed to be enrolled. For subjects who experience irreversible toxicity and are expected to not worsen after administration of the study drug (such as hearing loss), they may be included in the study after consultation with the medical supervisor. It is known that there are active or untreated brain metastases, meningeal metastases, spinal cord compression, or leptomeningeal diseases. However, participants who meet the following requirements and have measurable lesions outside the central nervous system are allowed to be enrolled: asymptomatic after treatment, imageologically stable for at least 4 weeks before the start of study treatment (if there are no new or expanded brain metastases), and have stopped systemic glucocorticoid and anticonvulsant drug treatment for at least 2 weeks. Subjects with long-term toxicity that cannot be restored according to the judgment of the researchers may be included in the study after consultation with medical inspectors. 10. According to the NCICTCAE v5.0 standard, it is defined as ≥ Level 2 peripheral nerve disease. 11. The presence of interstitial lung disease or non infectious pneumonia is known, and the disease is currently symptomatic or requires systemic glucocorticoid treatment in the past. Researchers have determined that it may affect the toxicity assessment or management related to the study treatment. 12. Active pulmonary tuberculosis is known to exist. Subjects suspected of active pulmonary tuberculosis need to undergo chest X-ray examination, sputum examination, and elimination through clinical symptoms and signs. 13. Received systemic anti infective therapy (excluding antiviral therapy for hepatitis B or C) within the first 2 weeks of randomization. 14. Known history of allogeneic organ transplantation and allogeneic hematopoietic stem cell transplantation. 15. Have clinical active hemoptysis, active diverticulitis, abdominal abscess, and gastrointestinal obstruction. 16. Clinically significant bleeding symptoms or clear bleeding tendencies within the first month of randomization, such as gastrointestinal bleeding, hemorrhagic gastric ulcer, or vasculitis. 17. For untreated active hepatitis B subjects (HBsAg positive and HBV-DNA more than 1000 copies/ml \[200IU/ml\] or higher than the lower detection limit), patients with hepatitis B are required to receive anti hepatitis B virus treatment during the study treatment period; Active hepatitis C subjects (with positive HCV antibodies and HCV-RNA levels above the detection limit). 18. Individuals with a known history of immune deficiency or HIV testing positive. 19. Known active syphilis infection. 20. Subjects who require systemic treatment with glucocorticoids (\>10mg/day prednisone or equivalent dose) or other immunosuppressive drugs within the first 14 days of randomization. Except for the following: 1. If there is no active autoimmune disease, it is allowed to use inhaled, ophthalmic, or topical corticosteroids or other corticosteroids with a dose ≤ 10mg/day of prednisone or equivalent. 2. The dosage of systemic glucocorticoids in physiological doses is ≤ 10mg/day of prednisone or equivalent doses of other glucocorticoids. 3. Glucocorticoids are used as pretreatment for infusion related reactions or allergic reactions (such as medication before CT examination). 21. Received live vaccine within 30 days prior to randomization, or planned to receive live vaccine during the study period. 22. A history of severe hypersensitivity to other monoclonal antibodies is known. 23. Subjects who have a known history of allergic or hypersensitive reactions to cardunizumab, iribrin, or any of their components.