After excluding these SNPs, the causal association of COVID-19 susceptibility with AQP4+NMOSD remained nominally significant (IVW: OR = 5.090, 95% CI: 1.151-22.505, P = 0.032). This evidence concerns the gene AQP4 and COVID-19.