What are the potential reasons for our lack of significant findings? The Perspective and Commentary pieces raise a number of important issues regarding challenges and limitations confronted in the execution of these studies, and potential strategies to finding the molecular-genetic bases of endophenotypes. Here, we respond to key points that were raised.