In these clusters, the proportion of cells from severe COVID-19 patients reached over 75%, marginally higher than the overall proportion of ‘severe cells’ in the CD14 monocytes population (53%), suggesting a potential ‘severe’ signature. Here, CD14 is linked to COVID-19.