To establish the role of host genetic variability in the progression of COVID-19, we conducted this study aimed towards exploring the genetic landscape of the ACE2 gene in the Bangladeshi population with different degrees of COVID-19 severity and also establishing a relationship of disease severity with the levels of soluble ACE2 protein in plasma. The gene discussed is ACE2; the disease is COVID-19.