Side effect prediction
The first level of ATC code in 334 drugs and Gene ID of the disease gene in 76 drugs can classify the side effects. As for ATC code, Table 1 shows the number of the side effect which is classified by the first level of ATC code. For example, “(L) Anti-neoplastic and immunomodulating agents” of ATC code can find 970 side effects which are including the typical symptoms of leukemia, lymphopenia and thrombocytopenia. As for the disease gene, side effects can be derived from the drug which is interacted with the disease gene. For example, the “HLA-DQA1” gene, which provides instructions for making a protein that plays a critical role in the immune system, can find 130 side effects extracted from the drugs of propanolol, simvastatine, dipyridamole and azathioprine which have it as the disease gene.