Asthma associated pink and purple modules in AECs and blue and brown modules in NECs, and associated pathways showed an overlapped asthma related pathways including IL-13 Signaling and PI3K/AKT Signaling and apoptosis signaling. Here, AKT1 is linked to asthma.