We further asked which specific genes were affected in VAP at 8 h following AIT and found three genes, namely SOCS3, S1PR1 and BCL3, were substantially upregulated, thus being displayed in the upper right corner of the volcano plot (Fig. 5e). Here, SOCS3 is linked to ventilator-associated pneumonia.