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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Zhe-Tai Xiao

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Open access Aug 2026

Integrative single-cell and machine-learning analysis identifies LGALS1 as a macrophage-associated diagnostic and prognostic biomarker in hepatocellular carcinoma

Highlights • Single-cell and machine learning defined macrophage-driven LIHC subtypes.• LGALS1 was identified as the top SHAP-ranked therapeutic evasion driver.• LGALS1 was enriched in macrophage and fibroblast lineages in LIHC.• LGALS1 silencing impaired HCC growth, migration, invasion, and clonogenicity.

Yi Wan, Qiang Huo, Yi-Jie Yang et al. · 0 citations

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