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Ye-Long Liu

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Open access Oct 2026

Development and External Validation of an M2 Macrophage–Related Prognostic Signature in Breast Cancer Using Multi-Omics Data and Machine Learning

Purpose Tumor-associated macrophages (TAMs), particularly the M2-like phenotype, are central regulators of breast cancer progression; however, clinically applicable models capturing their functional heterogeneity and biological mechanisms remain limited. Patients and Methods We integrated single-cell RNA sequencing, sp...

Yan-Zhan Liu, Ye-Long Liu, Hong-Yan Wang et al. · 0 citations

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