Furthermore, this CA dimension correlated with a subset of blood neutrophils that specifically expressed ISGs such as IFIT1, RSAD2, and OAS3 (Fig. 4h, i) but also PD-L1, suggesting that a high-viral load in the lung can significantly influence the blood immune landscape in COVID-19 patients. Here, RSAD2 is linked to COVID-19.