When it comes to insulin, it should be noted that in all cited meta-analyses insulin was shown to be independent predictor of COVID-19 mortality or hospitalization regardless of the age, sex, diabetes duration and gylcemic status [23, 45, 47]. This evidence concerns the gene INS and diabetes mellitus.