Patients with BED homozygous for the G-allele of ANKK1-rs1800497 exhibited a significant association with binge eating episodes (OR = 7.69; 95% CI 2.08–29.4; p = 0.001). Here, ANKK1 is linked to X-linked cone dysfunction syndrome with myopia.