Lastly, we examined whether CD14CTX and CD4SOCS3 interact within the tumor microenvironment since we could also identify a population of SOCS3+CD4+ T cells in biliary tumors by scRNAseq (Figures S7A and S7B). Here, CD4 is linked to neoplasm.