KEGG pathway analysis of discriminative genes in CD4+ T cell leads to an important term, coronavirus disease—COVID-19 (hsa05171), directly supporting the reliability of our classifier that identified features highly related to COVID-19 infection. The gene discussed is CD4; the disease is COVID-19.