Moreover, in the severe group (S), the up-regulated genes were mainly related to signaling pathways such as regulation of cell migration, defense response to virus, response to virus and the type I interferon signaling pathway, apoptosis, the IL-17 signaling pathway, fluid sheer stress atherosclerosis, and the TNF signaling pathway. Here, TNF is linked to atherosclerosis.