CD27 and COVID-19: In addition, we performed an analysis of B cells and, while the frequencies of CD27- B cells, which include mostly the naïve subset, tended to increase in COVID-19 patients, the frequencies of CD27+ memory B cells tended to decrease with the disease severity, although not significantly (Supplementary Figure 4A).