Our findings imply that ACP is one kind of immune-excluded tumour, and the interactions between one terminally differentiated subpopulation of epithelial cells that highly express RHCG and TAM_GPNMB play a key role in regulating the microenvironment to promote keratinocytes migration and differentiation. Here, RHCG is linked to neoplasm.