Among the CCRL2 eQTLs identified, three of them were independent significant SNPs in the COVID-19 HGI cohort, thus suggesting a direct association of CCRL2 to COVID-19 severity in European ancestry individuals. Here, CCRL2 is linked to COVID-19.