Both patients who experienced grade 5 reactions died from severe pneumonia, subsequent examination revealed that one patient was diagnosed with COVID-19 and the other with bacterial pneumonia, neither of which was related to the PD-1 blockade. This evidence concerns the gene PDCD1 and COVID-19.