Among the rare variants extracted, we identified some genes as candidates for COVID-19 severity, including TLR5 and SLC26A9 as well as other genes involved in the inflammatory response (Fig. 2B and Supplementary Table 4a, b). Here, TLR5 is linked to COVID-19.