The top 50 over-abundant transcripts in pneumonia were dominated by antimicrobial neutrophil-related genes e.g ELANE, DEFA1B, MMP8, CAMP, DEFA3, DEFA4, MPO, LTF. Here, DEFA4 is linked to pneumonia.