MUC1 and COVID-19: In 23 lung COVID-19 autopsy donor tissue samples from GSE17166820, the expression of ATP11A, DPP9, MUC1, and NPNT were also enriched in alveolar type 1 and 2 epithelial cells (Fig. 4c).