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The goal of this observational study is to learn if a new diagnostic test using specific labels for breast cancer sEVs on a microchip can accurately diagnose the molecular subtypes in patients with breast cancer. The main questions it aims to answer are:
Participants will be asked to:
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Phase 1(Model Building Cohort) | |||
| Phase 1(Model Building Cohort), Phase 2(External Validation Cohort) | Phase 1(Model Building Cohort): 500 participants will be enrolled to construct a classifier composed of sEVs molecules as a predictive model for molecular subtyping. Phase 2(External Validation Cohort): 1,000 participants will be enrolled to evaluate the sensitivity and specificity of sEVs-specific markers for breast cancer molecular subtyping diagnosis compared with classical pathological molecular subtyping diagnosis using ROC curves and other tools. This phase will delineate the distribution of sEVs molecular subtypes and explore the correlation between sEVs molecular subtypes and the efficacy of treatment regimens selected by physicians. |
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| Measure | Description | Time Frame |
|---|---|---|
| Sensitivity and specificity of sEVs-specific markers for breast cancer molecular subtyping diagnosis | Sensitivity and specificity of sEVs-specific markers for breast cancer molecular subtyping diagnosis | From baseline through treatment completion, up to 36 months |
| Measure | Description | Time Frame |
|---|---|---|
| Distribution of sEVs molecular subtypes | Distribution of sEVs molecular subtypes | From baseline through treatment completion, up to 36 months |
| Correlation analysis between sEVs molecular subtypes and drug efficacy |
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Inclusion Criteria:
Age 18-75 years (inclusive)
ECOG performance status 0-1
Life expectancy ≥3 months
Unresectable or metastatic breast cancer
Core needle biopsy of recurrent/metastatic lesions is ongoing or planned before initiating new treatment regimen, with provision of fresh tumor tissue specimens and collection of peripheral blood samples
Per RECIST v1.1 criteria, at least one measurable lesion or bone-only metastases
Adequate bone marrow reserve and organ function prior to first dose:
Exclusion Criteria:
Receipt of radiotherapy, chemotherapy, traditional Chinese medicine with anti-tumor indications, or local therapy (interventional treatment but excluding tumor biopsy, ablation therapy, etc.) within 2 weeks prior to enrollment
Adverse reactions from previous anti-tumor treatment not recovered to ≤Grade 1 per CTCAE v5.0 (except for toxicities judged by the investigator to have no safety risk, such as alopecia, long-term toxicities from radiotherapy, or other toxicities ≤Grade 2)
Other malignancies within the past 5 years, excluding cured cervical carcinoma in situ, basal cell carcinoma of the skin, or squamous cell carcinoma of the skin
Uncontrolled or serious medical conditions, including but not limited to active infections requiring systemic antibiotic therapy
History of serious cardiovascular or cerebrovascular diseases, including but not limited to:
History of immunodeficiency, including other acquired or congenital immunodeficiency diseases, or history of organ transplantation, allogeneic bone marrow transplantation, or autologous hematopoietic stem cell transplantation
HIV infection, active HBV or HCV infection; the following situations are allowed for enrollment:
Females of childbearing potential with positive pregnancy test within 7 days prior to first dose or who are lactating
Known psychiatric illness or disorder that may affect study compliance
Other conditions judged by the investigator to be unsuitable for participation in this study
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Advanced breast cancer
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Xiahong Wang | Contact | 8613524491606 | whx365@126.com | |
| Ting Li | Contact |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Fudan University Shanghai Cancer Center | Recruiting | Shanghai | Shanghai Municipality | 200032 | China |
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| ID | Term |
|---|---|
| D001943 | Breast Neoplasms |
| ID | Term |
|---|---|
| D009371 | Neoplasms by Site |
| D009369 | Neoplasms |
| D001941 | Breast Diseases |
| D012871 | Skin Diseases |
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Correlation analysis between sEVs molecular subtypes and drug efficacy
| From baseline through treatment completion, up to 36 months |
| PFS (Progression-Free Survival) | Time from start of treatment to the first documented disease progression per RECIST v1.1 or death due to any cause. | From treatment initiation until progression or death, up to 36 months |
| Overall Survival (OS) and Objective Response Rate (ORR) | Objective Response Rate (ORR): As assessed according to the RESIST 1.1 criteria, with complete response (CR) and partial response (PR) combined to define a response. Overall Survival (OS): The time from enrolment to death from any cause; for lost-to-follow-up patients, survival is calculated as of the date of the last follow-up visit, and these are treated as censored data. | From treatment initiation until progression or death , up to 36 months |
| Safety and Tolerability of Physician-Selected Treatment Regimens | All subjects shall undergo toxicity assessment from the start of their first treatment, with toxicity assessed using the National Cancer Institute (NCI) Common Terminology Criteria for Adverse Events (CTCAE) Version 5.0. | From treatment initiation until 30 days after the last dose, or until the initiation of a new antineoplastic therapy, whichever occurs first. |
| D017437 |
| Skin and Connective Tissue Diseases |