Functional enrichment analysis also highlighted a marked shift in cellular population within the circulation with a significant enrichment for transcriptional profiles associated with CD14 + monocytes and CD33 + myeloid cells, underscoring the lymphopenia observed in COVID19 + ICU patients. Here, CD33 is linked to lymphopenia.