While genes in the CHRNA5-CHRNA3-CHRNB4 cluster are well-known for their role in ND, our study shows there is limited evidence of gender heterogeneity of these genes, which is consistent with findings from previous studies. Here, CHRNB4 is linked to Norrie disease.