In naive regulatory T cells, TWAS found a significant association between COVID-19 severity and CCR9, which encodes for the gut-homing chemokine receptor CCR947 (Fig. 1c, d and Supplementary Data 4 and 5). This evidence concerns the gene CCR9 and COVID-19.