ZBP1 and neoplasm: By establishing a Zbp1 knockout mouse model integrated with scRNA-seq and functional validation, ZBP1 was identified as a pivotal bridging molecule in CAF–tumor cell interactions, positioning it as a key regulator of the TME and a driver of OSCC development.