We found that CXCL10 expression was downregulated in ncMono during severe COVID-19, and cell–cell communication analysis inferred that the cellular interactions involving ncMono and plasmacytoid dendritic cells (pDC) were reduced in severe COVID-19. This evidence concerns the gene CXCL10 and COVID-19.