Based on our finding, allele G plays a positive role against COVID-19 by reducing IL-6, which is consistent with the function of GPNMB in that it weakens the immune response against cancer cells and infections, contributing to cancer development or chronic infections15,16. The gene discussed is GPNMB; the disease is COVID-19.