Inclusion Criteria:
1. Aged 18 years or older (inclusive);
2. Willingness to participate and provide written informed consent;
3. Eastern Cooperative Oncology Group (ECOG) performance status score of 0 or 1, with no deterioration in the two weeks prior to treatment, and an expected survival of at least 12 weeks;
4. Histologically or cytologically confirmed non-small cell lung cancer (NSCLC), T1-4N3M0 (AJCC 9th edition); suspicious lymph nodes on whole-body 18F-fluorodeoxyglucose positron emission tomography (PET) or contrast-enhanced computed tomography (CT) or PET-CT should undergo invasive lymph node staging which can be confirmed through endobronchial ultrasound, mediastinoscopy, thoracoscopy, or needle biopsy; however, mandatory confirmation is not required for highly suspicious mediastinal lymph nodes in zones 5 and 6;
5. For patients with non-squamous cell carcinoma, EGFR, ALK, etc., testing results based on tumor tissue or blood samples must be provided; for squamous NSCLC patients, if the sensitive gene mutation status is unknown, it is not required to perform such tests during screening;
6. No prior systemic therapy or local treatment after diagnosis of NSCLC;
7. At least one measurable lesion according to RECIST 1.1 criteria at baseline. The longest diameter should be ≥10 mm (if a lymph node, the shortest diameter should be ≥15 mm). The chosen method of measurement should be suitable for accurate repeated measurements, such as CT or MRI. If only one measurable lesion exists, it may be accepted as the target lesion, evaluated at least 14 days after diagnostic biopsy. Baseline imaging assessment should be performed within 28 days before the first dose of study medication;
8. Women of childbearing potential must use effective contraception from screening until six months after discontinuation of study treatment and should not breastfeed. Prior to starting treatment, a negative pregnancy test is required, or one of the following criteria proving no risk of pregnancy: ① Postmenopausal defined as age greater than 50 years and amenorrhea for at least 12 months following cessation of all exogenous hormonal replacement therapy; ② Women under 50 years old who have been amenorrheic for 12 months or more after stopping all exogenous hormonal therapy and whose levels of luteinizing hormone (LH) and follicle-stimulating hormone (FSH) fall within laboratory postmenopausal reference ranges are also considered postmenopausal; ③ History of irreversible sterilization surgery including hysterectomy, bilateral oophorectomy, or bilateral salpingectomy, but not bilateral tubal ligation;
9. Non-sterilized males must use barrier contraception (i.e., condoms) from screening until six months after discontinuation of study treatment; sterilized males are defined as: a. Males with azoospermia confirmed by semen sample examination prior to the study, serving as definitive evidence of male sterilization; b. In this study, males known to have "low sperm count" (meeting the definition of "subfertility") are still considered fertile and not infertile.
Exclusion Criteria:
1. Diagnosed with Pancoast tumor;
2. Pathologically confirmed large cell neuroendocrine carcinoma (LCNEC);
3. Primary tumor or metastatic lymph nodes infiltrating major vessels/aorta, trachea, esophagus, heart, etc.;
4. Any of the following prior treatments: ① Previous lung surgery; ② Prior systemic chemotherapy, immunotherapy, targeted therapy, or any other anti-tumor treatment for lung cancer; ③ Known presence of epidermal growth factor receptor (EGFR) mutations, ALK rearrangements, ROS1 rearrangements, BRAF V600 mutations, RET rearrangements, MET exon 14 skipping mutations, NTRK1/2/3 rearrangements, or other sensitive mutations; ④ Prior radiotherapy to the lungs; ⑤ Major surgery within 14 days prior to first dose or within 28 days if not fully recovered from toxicity and/or complications; ⑥ Use of traditional Chinese medicine with anti-tumor effects is allowed if discontinued at least 2 weeks before study drug administration and used for no more than 7 days;
5. Diagnosis of other malignancies within the last 5 years, except for completely resected basal cell or squamous cell skin cancer, superficial bladder cancer, carcinoma in situ of the cervix, or breast carcinoma in situ;
6. Active autoimmune disease or history of autoimmune disease that may recur \[excluding patients with well-controlled type 1 diabetes, hypothyroidism (if controlled by hormone replacement therapy alone), celiac disease, non-systemic dermatological conditions (e.g., vitiligo, psoriasis, alopecia), or any other disease not expected to recur without external triggers\];
7. Conditions requiring systemic corticosteroid therapy (\> 10 mg/day prednisone or equivalent) or other immunosuppressive medications within 14 days prior to first dose \[patients currently or previously using any of the following steroid regimens are eligible: adrenal replacement steroids (prednisone ≤ 10 mg/day or equivalent), minimal systemic absorption of local, ocular, intra-articular, intranasal, and inhaled corticosteroids, short-term (≤ 7 days) use of corticosteroids for prophylaxis or treatment of non-autoimmune conditions\];
8. Uncontrolled diabetes or laboratory abnormalities (\> Grade 1) in potassium, sodium, or corrected calcium despite standard medical management within 14 days prior to first dose;
9. Uncontrolled pleural effusion, pericardial effusion, or ascites requiring frequent drainage (recurrence within 2 weeks after intervention);
10. History of interstitial lung disease or active interstitial lung disease, pneumonitis (non-infectious), or uncontrolled pulmonary conditions (e.g., pulmonary fibrosis, acute interstitial lung disease);
11. Fever ≥ 38°C within 7 days prior to first dose, significant active infection, active tuberculosis, or active fungal, bacterial, or viral infections requiring systemic treatment \[chronic hepatitis B virus (HBV) or hepatitis C virus (HCV) infection patients receiving antiviral therapy are allowed\];
12. Untreated chronic hepatitis B or chronic HBV carriers with HBV DNA \> 500 IU/mL (or \> 2500 copies/mL) \[inactive hepatitis B surface antigen (HBsAg) carriers, treated and stable hepatitis B patients (HBV DNA \< 500 IU/mL or \< 2500 copies/mL) are eligible. Patients with detectable HBsAg or HBV DNA should be managed according to guidelines\];
13. Active HCV infection \[patients with negative HCV antibody tests or positive HCV antibody but negative HCV RNA tests are eligible. Only patients with positive HCV antibody tests will undergo HCV RNA testing\];
14. Known history of HIV infection;
15. Prior allogeneic stem cell transplantation or organ transplantation;
16. Any cardiovascular risk factors: ① Cardiac chest pain within 28 days prior to first dose; ② Pulmonary embolism within 28 days prior to first dose; ③ Acute myocardial infarction within 6 months prior to first dose; ④ NYHA Class III or IV heart failure within 6 months prior to first dose; ⑤ ≥ Grade 2 ventricular arrhythmia within 6 months prior to first dose; ⑥ Cerebrovascular accident within 6 months prior to first dose; ⑦ Uncontrolled hypertension (≥ CTCAE Grade 3) despite medication within 28 days prior to first dose; ⑧ Syncope or seizure within 28 days prior to first dose; ⑨ Left ventricular ejection fraction (LVEF) ≤ 40% \[patients with coronary artery disease, congestive heart failure not meeting the above criteria, or LVEF between 40% and 50% must receive optimized stable treatment as per their physician's advice, consulting a cardiologist if necessary\];
17. History of severe hypersensitivity reactions to chimeric or humanized antibodies or fusion proteins;
18. Allergy to pemetrexed, its excipients, cisplatin/carboplatin, albumin-bound paclitaxel, or other platinum compounds; contraindications to cisplatin such as hearing impairment;
19. Severe or uncontrolled systemic diseases, unstable or uncompensated respiratory, hepatic, or renal diseases;
20. Insufficient bone marrow reserve or organ function, meeting any of the following laboratory limits (without corrective treatment within one week prior to blood draw): ① Absolute neutrophil count \< 1.5 × 10\^9/L; ② Platelet count \< 90 × 10\^9/L; ③ Hemoglobin \< 90 g/L (\< 9 g/dL); ④ Alanine aminotransferase \> 2.5 × ULN; ⑤ Aspartate aminotransferase \> 2.5 × ULN; ⑥ Total bilirubin \> 1.5 × ULN (Gilbert syndrome allowed); ⑦ Creatinine \> 1.5 × ULN (confirmation of creatinine clearance required); ⑧ Serum albumin (ALB) \< 25 g/L; ⑨ INR or aPTT \> 1.5 × ULN for patients not on anticoagulant therapy;
21. Any immunotherapy (e.g., interleukins, interferons, thymosin, etc.) or experimental treatment within 14 days or 5 half-lives (whichever is longer) prior to first dose;
22. Live vaccines or live-attenuated vaccines within 28 days prior to first dose \[seasonal influenza vaccines are generally inactivated and allowed; intranasal vaccines are live and not allowed\];
23. Underlying diseases (including laboratory abnormalities), alcohol or drug abuse, or dependence that could interfere with study treatment administration, toxicity assessment, adverse event interpretation, or reduce compliance with the study protocol;
24. Concurrent participation in another therapeutic clinical trial \[concurrent participation in observational or non-interventional studies is allowed\];
25. Pregnant, lactating, or planning to become pregnant during the study period;
26. Participants judged by the investigator to have poor compliance with study procedures and requirements due to a history of neurological or psychiatric disorders (including epilepsy or dementia), current mental health conditions, etc.;
27. Participants deemed by the investigator to have any condition that endangers safety or interferes with study assessments.
