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Updated: Jan 22, 2026

Modeling Brain Metastasis Via Tail-Vein Injection of Inflammatory Breast Cancer Cells
Published on: February 4, 2021
Pattern of Metastasis as a Risk Factor for Brain Metastasis in Patients With Breast Cancer: A Time-Dependent Cox
Eunbin Park1, Jung Ho Park2, Hong Kyu Lee3
1Department of Medicine, Hallym University College of Medicine, Chuncheon, South Korea.
The number and location of metastatic organs are key predictors of brain metastasis in breast cancer patients. Identifying high-risk individuals can improve early detection through personalized screening.
Area of Science:
- Oncology
- Medical Statistics
Background:
- Brain metastasis significantly worsens prognosis in breast cancer patients.
- Existing predictive models lack clinical utility due to reliance on static baseline characteristics.
Purpose of the Study:
- To identify factors associated with brain metastasis development in breast cancer.
- To utilize time-dependent Cox regression for dynamic risk assessment.
Main Methods:
- Retrospective review of 2459 breast cancer patients undergoing surgery (2002-2020).
- Time-dependent covariate analysis incorporating the number of metastatic organs.
- Multivariable Cox regression to determine independent predictors of brain metastasis.
Main Results:
- Brain metastasis occurred in 2.4% of patients over a median 62-month follow-up.
- Advanced T stage, hormone receptor negativity, and metastatic organ burden independently predicted brain metastasis.
- Increased metastatic burden showed significantly higher hazard ratios (HRs) for brain metastasis.
- Bone metastasis was associated with a lower risk (HR=0.280), while soft tissue metastasis increased risk (HR=4.048).
Conclusions:
- The number and site of distant metastases are critical risk factors for brain metastasis.
- Personalized brain screening strategies are recommended for high-risk breast cancer patients to enable early detection.
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