Inclusion Criteria:
* Female patients aged ≥ 18 years and ≤ 70 years old;
* Pathological diagnosis of HER-2 was positive (definition: immunohistochemical results were + + + or in situ hybridization results were positive);
* Invasive breast cancer confirmed by pathological examination, with evidence of local recurrence or imaging metastasis, and those with local recurrence must be confirmed by the researcher as unable to undergo radical surgery;
* Have not received first-line anti-HER2 treatment or (new) adjuvant anti-HER2 drug treatment that is effective and has been discontinued for more than 12 months;
* ECOG PS score 0-2, expected survival period ≥ 6 months, and able to follow up;
* According to the Response Evaluation Criteria for Solid Tumors (RECIST) version 1.1, there must be at least one clearly measurable and/or assessable lesion present, and the lesion diameter evaluated by CT or MRI must be ≥ 1cm;
* In the absence of blood transfusion or pharmacological treatment (granulocyte colony-stimulating factor/erythropoietin (EPO)/interleukin-11, etc.) within 14 days prior to the first treatment, and organ function must meet the following requirements: absolute neutrophil count (ANC) ≥ 1.5×10\^9/L; platelets (PLT) ≥ 90×10\^9/L; hemoglobin (Hb) ≥ 90g/L. Blood biochemistry: total bilirubin (TBIL) ≤1.5×ULN,known as Gilbert syndrome patients, TBIL ≤ 2 × ULN; ALT and AST ≤2.5×ULN; and liver metastasis patients require ALT and AST ≤5×ULN; Alkaline phosphatase ≤ 2.5 × ULN; BUN and Cr ≤1.5×ULN;
* Coagulation function: International normalized ratio (INR) and activated partial thromboplastin time (APTT) ≤ 1.5 times the upper limit of normal, unless drugs known to alter INR and APTT are used;
* Left ventricular ejection fraction (LVEF) ≥50%;
* 12 lead electrocardiogram: Fridericia corrected QT interval (QTcF)\<470msec;
* No history of major organs such as the heart, lungs, liver, kidneys, or endocrine system;
* Female patients of childbearing age who have negative pregnancy tests and voluntarily adopt effective and reliable contraceptive measures;
* Voluntarily join this study, sign an informed consent form, have good compliance, and are willing to cooperate with follow-up.
Exclusion Criteria:
* Have received other clinical study drugs within 4 weeks prior to the first study drug administration;
* Have received any systematic anti-tumor treatment during the recurrence/metastasis stage (excluding endocrine therapy previously performed for recurrence/metastasis stage);
* During the (new) adjuvant phase, other anti-HER2 treatments were received in addition to trastuzumab, pertuzumab, and pyrotinib;
* Patients who experience disease progression during (new) adjuvant trastuzumab treatment, as well as patients who experience recurrence/metastasis within 12 months after completing (new) adjuvant system treatment;
* Evidence of symptomatic central nervous system metastasis or leptomeningeal disease (patients with brain metastases who have received radiation therapy and have been stable for ≥ 4 weeks can be enrolled);
* Patients with only bone or skin as the sole target lesion;
* Serious heart disease or discomfort, including but not limited to the following situations:
1. History of heart failure or systolic dysfunction (LVEF\<50%);
2. High risk or treatable angina pectoris or arrhythmia (such as second degree type 2 atrioventricular block or third degree atrioventricular block, ventricular tachycardia);
3. Clinically significant heart valve disease;
4. Electrocardiogram indicates transmural myocardial infarction;
5. Uncontrolled hypertension (excluding stable cases where systolic blood pressure\>150 mmHg and/or diastolic blood pressure\>90 mmHg can be controlled after stable treatment);
* Gastrointestinal dysfunction or gastrointestinal diseases (including active ulcers);
* Presence of active hepatitis B (HBsAg positive and HBV DNA ≥ 500 IU/mL), hepatitis C (hepatitis C antibody positive and HCV RNA above the upper limit of normal range), and cirrhosis;
* History of immunodeficiency, including HIV infection, or other acquired or congenital immunodeficiency diseases, or history of organ transplantation;
* There is a third fluid accumulation (such as pleural effusion or ascites) that cannot be controlled by drainage or other methods;
* Suffering from serious accompanying diseases or other comorbidities that may interfere with the planned treatment, or any other circumstances that are not suitable for participation in this study, such as pulmonary infections that require treatment;
* Other malignant tumors within the past five years, except for those cured of cervical, basal cell carcinoma, and squamous cell carcinoma;
* The patient has undergone major surgical procedures or significant trauma within the first 4 weeks of randomization, or is expected to undergo major surgical treatment;
* Peripheral neuropathy of grade ≥ 3 judged according to CTCAE 5.0 standards;
* Those who are known to have a history of allergies to the components of this drug regimen;
* Researchers determine that individuals are not suitable for receiving systemic chemotherapy;
* Pregnant or lactating female patients who are unable to use effective contraception throughout the entire trial period and are of childbearing age;
* The researchers believe that it is not appropriate to participate in this trial, as any other medical, social, or psychological factors may affect safety or compliance with research procedures.
