Moreover, two COVID-19-related genes, Klk1 and Klk1b5, identified in the Renin-angiotensin system (RAS) in the network analysis (Fig. 5F), were upregulated by the CO diet in the duodenum (Fig. 7H). Here, REN is linked to COVID-19.