TMPRSS2 and COVID-19: However, after adjusting our analysis by COVID-19 severity, the 7 SNPs described remained significant (except for rs713400 in TMPRSS2 and rs2660 in OAS1), meaning that their association with viremia was independent of severity (Supplementary Table S8).