We highlight the distinct patterns of severe immunosuppression in multiple organs and find TIM-3 and PD-1-mediated immunosuppression is a hallmark of severe COVID-19, and that the extent of immunosuppression correlates with male sex and advanced age. This evidence concerns the gene HAVCR2 and COVID-19.