I calculated the significance of the overlap between drug-targeted genes and some disease genes using a hypergeometric test. The problem is that I noticed that the drugs with a lower p-value are the ones that are targeting more genes in general. What does this mean? Is my result is biased by the current knowledge about drug-target interactions? there's any way to normalize for this?.
P.S I'm using STITCH for the drug-target information