CD4 and neoplasm: By combining high-resolution imaging and single-cell proteomics, we uncovered physiologically interacting clusters that exhibit immune synapse-like structures and selective enrichment of CD4+ T cell markers, supporting a model in which immune membrane components are transferred to tumor-derived entities during transient interactions in circulation.