CD14 and viral infectious disease: Collectively, our integrated analyses of 4646 samples across 35 independent cohorts using scRNA-seq and in silico deconvolution of bulk transcriptome profiles showed that the conserved host response to viral infections is predominantly from myeloid cells, where proportions of CD14+ monocytes increased and CD16+ monocytes decreased with increased severity of viral infection.