Spatial and circulating multi-omics of pig-to-human extracorporeal liver cross-circulation reveals an early innate immune response, species-specific complement dynamics and xenograft–platelet interactions, while showing preserved metabolic support even after removal of the native liver. Von Willebrand factor, endothelium, hepatocytes, and resident and infiltrating immune cells were implicated in xenograft-associated thrombocytopenia.