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Shi-Fan Yang

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Review Open access Aug 2026

Recent advances in PANoptosis research in kidney disease: mechanistic networks, pathological roles, and potential intervention strategies

Integrating single-cell multi-omics, spatial transcriptomics, spatial transcriptomics, and functional intervention models will help advance PANoptosis from a mechanistic concept toward precise kidney disease subtyping and network-based targeted therapeutic strategies.

Shi-Fan Yang, Xun Li, Chen-Ming Zhang et al. · 0 citations

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