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While our review extensively explores the molecular mechanisms and therapeutic potential of targeting macrophage polarization in ovarian cancer, the inclusion of recent scRNA-seq-based characterizations of TAM subpopulations provides critical insights into how distinct macrophage subsets contribute to tumor progression, immune evasion, and therapy resistance

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