Several genome-wide significant results were notable, including our finding that the PTCH1 gene was associated with variation in depression symptoms, as this gene has previously been reported to be associated with depression-related phenotypes, including neuroticism24,25, anxiety26, depression symptoms24, feeling emotionally hurt27 and sensitivity to environmental stress and adversity27. Here, PTCH1 is linked to major depressive disorder.