Since candidate pathway studies are hypothesis-driven, it seems appropriate to carry this reasoning through to the analysis59,60. Two approaches that attempt to leverage external information about biological pathways are summarized below and in Box 4. These methods, though promising, have not been widely applied to candidate gene studies so far.