Furthermore, the revealed mechanism of the METTL3/NEAT1/CTCF/MUC19 axis provides new theoretical knowledge for bacterial pneumonia treatment and furnishes evidence for future therapeutic direction. Here, METTL3 is linked to bacterial pneumonia.