AK4 and lung adenocarcinoma: Meanwhile, we also identified the consensus AK4 metabolic gene signature between the GSE31210 lung adenocarcinoma dataset and TCGA LUAD dataset and found that HIF-1α was again significantly activated, with an activation z score of 4.098 (Additional file 1: Figure S1).