Notably, association analysis between ACE2-hgs and COVID-19 severity in 1229 Han Chinese individuals with various levels of COVID-19 severity showed a higher risk of ACE2-hg1 (odds ratio = 1.56, P < 0.01) and a lower risk of ACE2-hg2 (odds ratio = 0.65, P < 0.01). Here, PKD1P2 is linked to COVID-19.