Relationships between diseases were identified by a unique method similar to phyologenetic classification. First the distance between the diseases were calculated by pairwise comparison of the diseases by finding the common genes between the pairs and dividing it by the smallest group of the pair. This number was then subtracted from 1. This step was done because if two lists are identical (100% match) then the resultant distance should be 0. This is represented in the formula: