3.1 Inclusion Criteria
Subjects must meet all of the following criteria to be eligible:
Age and gender: Female, ≥18 years old.
Histopathological confirmation:
Invasive breast cancer confirmed by histopathology.
No prior systemic anti-tumor therapy for breast cancer.
Triple-negative PD-L1-positive breast cancer:
ER/PR-negative (IHC nuclear staining \<10%).
HER2-negative (IHC 0/1+ without FISH testing or IHC 2+ with FISH-negative amplification).
PD-L1 Combined Positive Score (CPS) ≥1.
Tumor stage: T1c-T2, N0-1 or T1a-T1b, N1 (per AJCC 8th Edition criteria).
Measurable lesion: At least one measurable target lesion per RECIST v1.1.
ECOG performance status: 0-1.
Life expectancy: ≥3 months.
Adequate organ and bone marrow function (within 1 month prior to treatment, without corrective therapy within 14 days before first dose):
Bone marrow:
Absolute neutrophil count (ANC) ≥2.0 ×10\^9/L.
Platelets ≥100 ×10\^9/L.
Hemoglobin ≥100 g/L.
Liver/kidney function:
Albumin ≥3.0 g/dL.
Total bilirubin \<1.5 × ULN.
ALT/AST \<1.5 × ULN.
Alkaline phosphatase ≤2.5 × ULN.
BUN and serum creatinine \<1.5 × ULN or creatinine clearance \>60 mL/min (Cockcroft-Gault formula).
Coagulation: PT and APTT ≤1.5 × ULN.
Cardiac function: LVEF ≥55% by echocardiography (ECHO).
QT interval: QTcF ≤470 ms.
Reproductive status:
Premenopausal women: Negative serum pregnancy test within 14 days before treatment.
Non-lactating.
All subjects must use effective barrier contraception during treatment and for 6 months post-treatment.
Informed consent: Willing to sign informed consent and comply with study procedures.
3.2 Exclusion Criteria
Subjects meeting any of the following criteria will be excluded:
Unconfirmed diagnosis: Breast cancer not histopathologically confirmed.
Specific subtypes: Bilateral, inflammatory, or occult breast cancer.
Metastatic disease: Evidence of metastatic breast cancer (excluded via chest/abdominal CT and bone scan; PET/CT allowed as alternative).
Prior anti-tumor therapy:
Chemotherapy, radiotherapy, targeted therapy, or endocrine therapy for breast cancer.
Curative radiotherapy within 4 weeks or palliative radiotherapy within 2 weeks before first dose.
Prior immunotherapy: Anti-PD-1, anti-PD-L1, anti-PD-L2, or other immune checkpoint inhibitors.
Concurrent anti-tumor therapy: Any other anti-cancer treatments during the study.
Second primary malignancy: Except adequately treated non-melanoma skin cancer.
Transplant history: Prior organ or bone marrow transplantation.
Recent clinical trials: Participation in another drug trial within 4 weeks prior to enrollment.
Immunosuppressive therapy: Systemic corticosteroids (\>10 mg/day prednisone equivalent) or immunosuppressants within 2 weeks before first dose (excluding inhaled/topical steroids).
Vaccination: Live or attenuated vaccines within 4 weeks before first dose.
Major surgery: Non-breast-related major surgery within 4 weeks before first dose or incomplete recovery.
Autoimmune diseases:
Active autoimmune disease or history of autoimmune disease with potential recurrence (e.g., autoimmune hepatitis, uveitis, thyroid dysfunction requiring systemic treatment).
Exceptions: Vitiligo, psoriasis, alopecia, controlled childhood asthma, or type 1 diabetes managed with insulin.
Immunodeficiency: HIV-positive, congenital/acquired immunodeficiency disorders.
Cardiovascular disease:
History within 6 months: Myocardial infarction, stroke (excluding lacunar infarct), pulmonary embolism, unstable angina, NYHA Class III/IV heart failure.
Clinically significant arrhythmia, primary cardiomyopathy, atrial fibrillation (EHRA ≥2b), uncontrolled hypertension, or QTcF \>470 ms.
Pulmonary disease:
Interstitial lung disease, idiopathic pulmonary fibrosis, severe COPD/asthma, or autoimmune/collagen vascular diseases with pulmonary involvement.
Infections:
Active hepatitis B (HBsAg+ with HBV DNA ≥500 IU/mL), hepatitis C (HCV RNA \> ULN), cirrhosis, or severe infections requiring antimicrobial therapy.
Bleeding/thrombosis disorders: Hereditary/acquired bleeding or thrombotic tendencies (e.g., hemophilia).
Hypersensitivity: Allergy or contraindication to study drug components.
Pregnancy/lactation: Pregnant, breastfeeding, or unwilling to use contraception.
Comorbidities: Uncontrolled conditions (e.g., hypertension, diabetes, active infections) contraindicating ADC or PD-L1 inhibitors.
Neurological/psychiatric disorders: Epilepsy, dementia, or other conditions deemed unsuitable by the investigator.