Clusters 09 and 16, which identified to be DNT and CD4+ TCM, respectively, significantly increased in patients with acute pneumonia and stable pneumonia with an enhanced expression of Lag3 and Tim3, which were identified to be the exhausted clusters. This evidence concerns the gene HAVCR2 and pneumonia.