Overall, our results indicate that reduced HLA-DRA can be detected in both peripheral blood and in BALF across multiple types of antigen-presenting cells, indicating that immunosuppression and reduced antigen-presentation could be critical early events involved in severe COVID-19 progression. Here, HLA-DRA is linked to COVID-19.