This GWAS meta-analysis, which included 113,393 hypothyroidism cases, 1,065,268 controls and over 190,000 individuals with measured thyroid hormone levels, offers insights into the genetic underpinnings of thyroid hormone deficiency. Here, TG is linked to hypothyroidism.