In our Olink analysis, we identified several markers that have been associated with outcomes in COVID-19, including Vegfd (63), Tnfsf12 (TWEAK) (57), Ccl2, and Cxcl9 (106). This evidence concerns the gene TNFSF12 and COVID-19.