I think one of the problems is that the sequencing boon has led to a shift in grant funding and research direction towards global hypothesis generating studies rather than hypothesis driven studies. These may find statistical associations between DNA variations and phenotypes but tend to avoid doing the difficult detailed characterizations that will help us understand the functional / molecular context.