Genetically predicted expression of IGSF11, PIK3C3, and SLC40A1 retained significant associations with hyperparathyroidism risk in GTEx thyroid tissue cohort (P < 1.25e−02, inverse-variance weighted methods) (Fig. 6; Supplementary Table S10). This evidence concerns the gene IGSF11 and hyperparathyroidism.