In conclusion, we detected three rare and four ultrarare variants in four COVID-19-related genes, SLC6A20, LZTFL1, XCR1 and FURIN, that are present only in the Brazilian dataset and predicted to affect protein function. The gene discussed is FURIN; the disease is COVID-19.