Assessing Iparomlimab and Tuvonralimab in Recurrent or Metastatic MSI-H/dMMR Gastric Cancer

Inclusion Criteria: 1\. Voluntarily willing to participate in the study and sign the written informed consent form 2. Age ≥18 years male or female . 3. Expected survival time ≥ 3 months 4. Patients with unresectable locally advanced, recurrent, or metastatic gastric/gastroesophageal junction adenocarcinoma diagnosed by histological or cytological examination: 5. Confirmed by PCR or next-generation sequencing(NGS) as microsatellite instability-high(MSI-H) . Patients with mismatch repair defecient identified by immunohistochemistry need to undergo PCR/NGS verification as MSI-H before treatment 6. Patients should not receive systematic anti-tumor treatment before, and for those who have received induction chemotherapy, concurrent radiochemotherapy, or neoadjuvant/adjuvant chemotherapy for curative purposes, the recurrence time must be at least 6 months from the end of the last treatment; 7. Agree to provide archived tumor tissue specimens or fresh tissue samples of primary or metastatic lesions within 3 years; If the patinet is unable to provide tumor tissue samples, they can be enrolled after evaluation by the researcher, provided that they meet other inclusion and exclusion criteria; 8. Patients must have at least one measurable lesion defined by RECIST 1.1. 9. European Cooperative Oncology Group (ECOG) ≤1 10. No severe cardiac dysfunction, left ventricular ejection fraction ≥ 50%; 11. Patients must meet the following criteria at screening and before preconditioning (baseline). If any laboratory test result is abnormal referring to the following criteria, 1. Hematology: neutrophils (NE) ≥1.5×109 per liter, , platelets (PLT) ≥100×109per liter and hemoglobin (Hb) ≥8.0 g/dL. 2. Blood chemistry: creatinine clearance ≥50 mL/min, Creatinine (Cr) ≤ 1.5 × ULN, alanine aminotransferase (ALT) ≤2.5×ULN（Gilbert syndrome or liver metastasis subjects ≤ 5 × ULN）, aspartate aminotransferase (AST) ≤2.5×ULN（Gilbert syndrome or liver metastasis subjects ≤ 5 × ULN）, total bilirubin (TB) ≤1.5×ULN（Gilbert syndrome or liver metastasis subjects ≤ 3 × ULN）, 3. International normalized ratio (INR) ≤ 1.5, and activated partial thromboplastin time (APTT) ≤ 1.5 × ULN; 12. Urinary protein ≤ 2+or \< 1000mg/24h; 13. Women of childbearing potential must have negative serum pregnancy test result at screening and before preconditioning and agree to use an effective and reliable contraceptive method for at least 1 year after the last study treatment. Te acceptable methods include bilateral tubal ligation/bilateral salpingectomy or bilateral tubal occlusion; any approved oral, injection or implantation of hormone; or barrier contraceptive method: condoms containing spermicidal . Exclusion Criteria: 1. Pregnant or lactating women. 2. Previous use of PD-1/PD-L1 monoclonal antibodies, CTLA-4 monoclonal antibodies, or monoclonal and bispecific drugs containing the aforementioned targets; 3. Existence of any active autoimmune disease or history of autoimmune disease (such as but not limited to: autoimmune hepatitis, interstitial pneumonia, enteritis, vasculitis, nephritis; asthma in which subjects require bronchodilators for medical intervention cannot be included); However, the following diseases are allowed to be included: vitiligo, psoriasis, alopecia without systemic treatment, well controlled type I diabetes, hypothyroidism with normal thyroid function after replacement treatment; 4. Patients who require immunosuppressive therapy, systemic or absorbable local hormone therapy to achieve immunosuppressive goals (calculated as prednisone, dose\>10mg/day or other therapeutic hormones) and continue to use it within 2 weeks of the first administration; 5. Patients with uncontrolled pleural effusion, pericardial effusion, or ascites that require repeated drainage; 6. Patients with uncontrollable symptoms of brain metastasis, spinal cord compression, malignant meningitis, or brain or pia mater diseases detected by CT or MRI examination during screening within 4 weeks before the first administration 7. Patients who have received non systematic anti-tumor therapy within 3 weeks prior to the start of treatment, including but not limited to surgery, radiation therapy, interventional therapy, and anti-tumor traditional Chinese medicine treatment (based on the indications in the Chinese medicine instructions, and may also be enrolled after a 2-week washout period). Patients whose adverse events caused by previous treatment (excluding hair loss) have not recovered to ≤ CTCAE grade 2 are not within the above range; 8. Patients with any severe and/or uncontrolled illnesses, including: 1\) Patients with poor blood pressure control (systolic blood pressure ≥ 150 mmHg or diastolic blood pressure ≥ 90 mmHg) 2) Patients who experience unstable angina, myocardial infarction, ≥ grade 2 congestive heart failure, or arrhythmia requiring treatment within 6 months of initial administration (including QTc ≥ 480ms); 3) Active or uncontrolled severe infection (≥ CTCAE grade 2 infection); 4) A history of clinically significant liver disease, including viral hepatitis, known as a carrier of hepatitis B virus (HBV), must exclude active HBV infection, i.e. HBV DNA positive (\>2000 IU/mL); Known hepatitis C virus infection (HCV) and HCV RNA positivity (\>1 × 103 copies/mL), or other decompensated liver diseases or chronic hepatitis requiring antiviral therapy; 5) HIV test positive 6) Poor control of diabetes (fasting blood glucose ≥ CTCAE level 2); 9. Patients who have experienced severe infections (CTCAE\>grade 2) within the first 4 weeks of randomization, such as severe pneumonia, bacteremia, sepsis, tuberculosis, etc; Indications of pulmonary infection or active pulmonary inflammation within the first 2 weeks of randomization; 10. Patients with a history of allergies to recombinant humanized antibodies who are allergic to any excipient components of the drug; 11. History of autologous or allogeneic stem cell transplantation; 12. Patients with a history