Using this measure we are able to identify new positive and negative relationships between disease pairs as well as identify individual SNPs which drive the relationships such as previously reported rs2076530 in BTNL2, in which the G allele predisposes to RA, AS and T1D, but protects from MS and ATD [12]. This evidence concerns the gene BTNL2 and type 1 diabetes mellitus.