It is found that the immune landscape of the lungs in mice recovered from severe pneumonia was significantly reshaped, which was characterized by a significant decline in the frequency of naïve T cells (CD62L+CD44-) along with the accumulation of highly differentiated memory T cells (CD62L-CD44+). The gene discussed is SELL; the disease is pneumonia.