A Phase 2 Randomized, Controlled Trial of QL1706 Plus Chemotherapy and Quad Shot for Driver Gene-negative Advanced Non-small Cell Lung Cancer.

Inclusion Criteria: 1. Confirmed age: 18-75 years; 2. Histologically or cytologically diagnosed as lung squamous cell carcinoma or lung adenocarcinoma; 3. Staged as stage IV (T1-4NxM1) according to the Union for International Cancer Control/American Joint Committee on Cancer (UICC/AJCC) Cancer Staging System (9th edition), with at least 2 evaluable lesions, including one distant metastatic lesion; 4. Driver gene-negative; 5. ECOG performance status: 0-1; 6. Normal bone marrow function: white blood cell count \> 4×10⁹/L, hemoglobin concentration \> 90 g/L, platelet count \> 100×10⁹/L; 7. Normal liver and kidney function: total bilirubin ≤ 1.5×upper limit of normal (ULN); aspartate transaminase (AST) and/or alanine transaminase (ALT) ≤ 2.5×ULN; alkaline phosphatase (ALP) ≤ 2.5×ULN; creatinine clearance ≥ 60 mL/min; 8. Normal results of thyroid function, amylase, lipase, pituitary function, inflammatory/infectious markers, myocardial enzymes, and electrocardiogram (ECG). For patients aged \> 50 years with a smoking history, normal pulmonary function test results are required. For patients with abnormal ECG or a history of cardiovascular disease (that does not meet the exclusion criteria listed in item 7), additional myocardial function tests and echocardiography are required, with normal results; 9. Patients have signed the informed consent form and are willing and able to comply with follow-up, treatment, laboratory tests, and other study requirements as specified in the study schedule; 10. Female subjects of childbearing potential must agree to use reliable contraceptive methods (e.g., condoms, regularly used contraceptives as prescribed by a physician) from screening until 1 year after treatment. Exclusion Criteria: 1. Positive for hepatitis B surface antigen (HBsAg) with hepatitis B virus (HBV) DNA quantitation \> 1×10³ copies/mL, or positive for anti-hepatitis C virus (HCV) antibody; 2. Positive for anti-HIV antibody or diagnosed with acquired immunodeficiency syndrome (AIDS); 3. Active pulmonary tuberculosis: Patients with a history of active tuberculosis within the past year, regardless of treatment status, should be excluded. Patients with a history of active tuberculosis more than 1 year ago should be excluded, except those with confirmed regular anti-tuberculosis treatment in the past; 4. Active, known, or suspected autoimmune diseases (including but not limited to uveitis, enteritis, hepatitis, pituitary disorders, nephritis, vasculitis, hyperthyroidism, hypothyroidism, and asthma requiring bronchodilators). Exceptions include type 1 diabetes mellitus, hypothyroidism requiring hormone replacement therapy, and skin diseases not requiring systemic treatment (e.g., vitiligo, psoriasis, or alopecia); 5. A history of interstitial lung disease or pneumonia within the past year requiring oral or intravenous steroid treatment; 6. Chronic systemic glucocorticoid therapy (dose equivalent to or exceeding 10 mg prednisone per day) or any other form of immunosuppressive therapy. Subjects receiving inhaled or topical corticosteroids are eligible; 7. Uncontrolled heart disease, such as: 1) Heart failure with NYHA class ≥ 2; 2) Unstable angina pectoris; 3) History of myocardial infarction within the past year; 4) Supraventricular or ventricular arrhythmias requiring treatment or intervention; 8. Pregnant or lactating women (pregnancy testing should be considered for sexually active women of childbearing age); 9. Previous or current malignant tumors other than adequately treated non-melanoma skin cancer, carcinoma in situ of the cervix, and papillary thyroid carcinoma; 10. Hypersensitivity to macromolecular protein preparations or any component of QL1706; 11. Active infection within 1 week requiring systemic treatment; 12. Receipt of live vaccines within 30 days prior to the first course of immunotherapy; 13. History of organ transplantation; 14. Other conditions assessed by investigators that may endanger patient safety or compliance, such as severe diseases requiring prompt treatment (including mental illnesses), significantly abnormal test results, or other psychological, family, or social high-risk factors.