Based on scRNA-seq results, we conducted mIF staining of T cells (CD3, CD4 and CD8), macrophages (CD68) and CCL4, which further indicated the differential distribution of immune cells between tumor thrombus and primary tumor. Here, CCL4 is linked to neoplasm.