We found that individuals positive for HLA-A*03:01 were less likely to report higher than the median number (three) of symptoms (considering all reported symptoms; OR = 0.90, CI = 0.88 – 0.94, p = 2.78 × 10−7) suggesting a milder COVID-19 disease course. This evidence concerns the gene HLA-A and COVID-19.