Further analysis showed that ligand-receptor pairs, including MIF −  (CD74 + CXCR4), MIF −  (CD74 + CD44), MDK–NCL and LGALS9 − CD45, etc. mediated the communication between m6A associated subtypes of TME cells and tumor epithelial cells. Here, LGALS9 is linked to neoplasm.