Genetic factors influence variation in human life span. The fast technological advancements in genome research and the methodology for statistical analysis of complex traits provided new tools to unravel these genetic influences. Most of the genetic epidemiology and quantitative genetics is focused on the dissection of the genetic component of specific diseases rather than of human life span. Nevertheless, common variants of 22 genes have been tested for their contribution to mortality in the general population and extreme longevity in one or more studies. These studies provide indications as to the nature of biological pathways that might play a role in human ageing. Perhaps even more important at this time is the fact that they give valuable insights in the strengths and weaknesses of current strategies to identify gene variants affecting human life span and point at more powerful approaches.