Thus both at the pathway level and the gene expression level, a level of concordance was apparent between cytokine mRNA expression data from (i) brain tissues of severe COVID-19 patients and (ii) brains of BA.5-infected K18-hACE2 mice. This evidence concerns the gene KRT18 and COVID-19.