Meanwhile, the correlation analysis of ICD-related DEGs and immune cell infiltration in severe COVID-19 showed that TLR4, PIK3CA, FOXP3, ENTPD1, CD4, CASP1 and BAX were significantly correlated with a variety of immune cell infiltration. Here, CD4 is linked to COVID-19.