Twenty-five common tumor-specific intercellular communications were identified in more than four datasets (Supplementary Figure S1), mainly involved in intercellular communication from other cells to Mono/Macro, including CCL3/4/5-CCR1/5 and TNF–TNFRSF1B signaling [16]. This evidence concerns the gene CCR1 and neoplasm.