In order to investigate whether there is an association of Ace2 expression with severity of disease and/or viral replication as infection progresses, we computed correlations of Ace2 expression against body weight loss, mean time to death, and viral gene expression levels (as a surrogate for viral load). Here, ACE2 is linked to infection.