Removing the APOE region had minimal effect on the pair-wise genetic correlations and their significance, with the exception of identifying a new significant correlation for Multiple Sclerosis (cor =  − 0.23, SE = 0.06, FDR = 7.3 × 10–03). The gene discussed is APOE; the disease is multiple sclerosis.