To further verify the relationship between IL34 and tumor cells, we localized tumor subgroups in the spatial transcriptome and found that the spatial location of the tumor with high IL34 expression was close to the TNF-α+ TAMs with high TNF and CCL2 expression (Fig. 5F, G; Figure S5 C, D). Here, TNF is linked to neoplasm.