Therefore, we explored the role of the Furin gene variant in the disease severity among the Indian population; for this, we calculated statewide COVID-19 CFR and frequency of the Furin variants and performed the linear regression analysis to understand the correlation of allelic frequency with respect to the COVID-19 CFR among Indian populations. The gene discussed is FURIN; the disease is COVID-19.