Here we report a patient with a homozygous deletion in the GLIS3 gene who, in addition to neonatal diabetes, hypothyroidism and further previously reported organ manifestations, suffered from hyporegenerative anemia and megalocornea without elevated intraocular pressure. Here, GLIS3 is linked to anemia (phenotype).