IN10018 With Nab-Paclitaxel and Cadonilimab for Metastatic or Recurrent Gastric-Type Cervical Adenocarcinoma: Phase 2 Trial

Inclusion Criteria: 1. Females 18-75 years of age. 2. Patients must have metastatic, recurrent or persistent gastric-type adenocarcinoma of the cervix which is not amenable to curative treatment with surgery and/or radiation therapy. 3. Patients must have had at least one prior systemic chemotherapeutic regimen for metastatic, recurrent or persistent carcinoma of the cervix. (Note: Prior adjuvant therapy is NOT counted as a systemic chemotherapeutic regimen for management of metastatic, recurrent or persistent carcinoma of the cervix, adjuvant therapy includes cisplatin given concurrent with primary radiation therapy (CCRT). 4. Patients must have measurable disease per REClST 1.1; measurable lesions are defined as those that can be accurately measured in at least one dimension (longest diameter to be recorded as ≥ 10 mm with computed tomography (CT) scan, magnetic resonance imaging (MRI); a lymph node must be ≥ 15 mm in short axis. 5. Eastern Cooperative Oncology Group score 0-1. 6. Life expectancy exceeds 3 months. 7. AEs due to previous treatments should be resolved to ≤ Grade 1 or baseline. Participants with ≤ Grade 2 neuropathy are eligible. 8. NEU ≥ 1.5\*10\^9 /L, Platelet ≥ 75×10\^9 /L, Hemoglobin ≥ 90 g/L; Serum creatinine ≤ 1.5 times the upper limit of normal (ULN).; Urinary protein \< 2+ or 24h urinary protein quantity \< 1.0 g; AST and ALT ≤ 2.5 times ULN; Total bilirubin ≤ 1.5 times ULN; Albumin levels ≥ 28 g/L; Coagulation function: Prothrombin time (PT) and international normalized ratio (INR) ≤ 1.5 times the ULN. 9. Female participants must test negative for HCG in urine or blood, except in cases of menopause or prior hysterectomy. Female patients of childbearing potential and their partners must use effective contraception during the study and for 6 months after the final dose of the study drug. 10. Willing to participate in this study, and sign the informed consent. Exclusion Criteria: 1. Patients with cervical cancer histologically diagnosed as squamous cell carcinoma, usual-type adenocarcinoma, clear cell carcinoma, adenosquamous carcinoma, small cell carcinoma, or any non-gastric-type adenocarcinoma. 2. Participate in other drug clinical trials at the same time. 3. Known hypersensitivity to any component of the IN10018 formulation or to cadonilimab. 4. Patients with active autoimmune disease or a history of autoimmune disorders. 5. Patients with concomitant conditions requiring immunosuppressive medications or systemic or absorbable local corticosteroids at immunosuppressive doses. The use of prednisone \>10 mg/day or an equivalent dose is prohibited within 2 weeks prior to the first administration of the investigational drug. 6. HIV infection or a positive test for acquired immunodeficiency syndrome (AIDS). 7. Patients with a history of allogeneic organ transplantation or allogeneic hematopoietic stem cell transplantation. 8. Necrotic lesions identified within 4 weeks prior to enrollment, where there is a high risk of major bleeding as determined by the investigator. 9. Severe infections occurring within 4 weeks prior to the first dose of study treatment. 10. Known active tuberculosis (TB) or suspicion of active TB. 11. Untreated chronic hepatitis B infection or hepatitis B virus (HBV) carriers with HBV DNA levels exceeding 1000 IU/mL, or patients with active hepatitis C infection. 12. Patients with known leptomeningeal disease, spinal cord compression, or active brain metastases. 13. Uncontrolled severe medical conditions that, in the investigator's judgment, would interfere with the patient's ability to receive study treatment, including but not limited to severe cardiovascular disease, cerebrovascular disease, uncontrolled diabetes, or uncontrolled infections. 14. Receipt of a live vaccine within 4 weeks prior to the first dose of study treatment. Note: Inactivated seasonal influenza vaccines are permitted. 15. Pregnant or breastfeeding female patients, or female patients of childbearing potential who refuse to use effective contraception. 16. Patients with symptomatic or unstable third-space fluid accumulations (e.g., pleural effusion, ascites, pericardial effusion) requiring repeated drainage. 17. Patients with a prior genetic test report indicating mutations associated with hyperprogression under immunotherapy, such as MDM2/4 amplification or EGFR mutations. 18. Not eligible for the study judged by researchers.