The success stories of identifying genes in Mendelian disorders have stimulated research that aims at identifying the genetic determinants in complex disorders, in which both genetics, environment and chance affect the pathogenetic processes. This review summarizes the brief history and lessons learned from genetic analysis of complex disorders and outlines some landscapes ahead for medical research. (C) 2010 Published by Elsevier Inc.