Here, we report NGS approach coupled with advanced network and pathway biology methods to simultaneously profile the mRNA and miRNA networks that are differentially regulated in vivo in blood-isolated and milk-isolated CD14+ monocytes during infection with a bovine mastitis pathogen, S. uberis. The gene discussed is CD14; the disease is mastitis.