CHRNB4 and Norrie disease: Second, by assessing the combined information at the gene level, we found a cluster of genes, including CHRNA5, PSMA4, CHRNA3 and CHRNB4 on chromosome 15, were the most significantly associated genes with ND, consistent with the original GWAS study (34) (Figure 3C).