In accordance with the results of disease analysis in this study, Lim et al. [47] found there are potential pathogenetic links between COVID-19 and diabetes mellitus include effects on glucose homeostasis, inflammation, altered immune status and activation of the renin-angiotensin-aldosterone system (RAAS). The gene discussed is REN; the disease is COVID-19.