For anxiety disorders, per one-unit increase in genetically predicted log odds of T1D as measured by the GLIS3 cis instrument, there was a 46% increase in odds using our primary IVW method (OR = 1.46; 95% CI = 1.22–1.75; P < 0.001; adjusted P < 0.001). Here, GLIS3 is linked to anxiety disorder.