Notably, while this manuscript was under revision, a preprint authored by Gisby and colleagues investigated serum from control and COVID-19 infected end stage kidney disease patients, and found that out of the entire serum proteome, depletion of circulating LRRC15 is the strongest predictor of COVID-19 clinical outcome [51]. This evidence concerns the gene LRRC15 and COVID-19.